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  • BSZ  (42)
  • Jain, Lakhmi C.  (26)
  • Sharma, Harish  (16)
  • Singapore : Springer Nature Singapore  (27)
  • Cham : Imprint: Springer  (15)
  • Ann Arbor, Michigan : ProQuest
  • Oxford [u.a.] : Oxford Univ. Press
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Material
Language
Years
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  • 1
    ISBN: 9789819984794
    Language: English
    Pages: 1 Online-Ressource(XVIII, 532 p. 199 illus., 169 illus. in color.)
    Edition: 1st ed. 2024.
    Series Statement: Lecture Notes in Networks and Systems 844
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Artificial intelligence. ; Big data.
    Abstract: This book features a collection of high-quality research papers presented at International Conference on Artificial Intelligence: Theory and Applications (AITA 2023), held during 11–12 August 2023 in Bengaluru, India. The book is divided into two volumes and presents original research and review papers related to artificial intelligence and its applications in various domains including health care, finance, transportation, education, and many more.
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  • 2
    ISBN: 9789819984763
    Language: English
    Pages: 1 Online-Ressource(XIX, 489 p. 211 illus., 185 illus. in color.)
    Edition: 1st ed. 2024.
    Series Statement: Lecture Notes in Networks and Systems 843
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Artificial intelligence. ; Big data.
    Abstract: This book features a collection of high-quality research papers presented at International Conference on Artificial Intelligence: Theory and Applications (AITA 2023), held during 11–12 August 2023 in Bengaluru, India. The book is divided into two volumes and presents original research and review papers related to artificial intelligence and its applications in various domains including health care, finance, transportation, education, and many more.
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  • 3
    ISBN: 9789819720828
    Language: English
    Pages: 1 Online-Ressource(X, 490 p. 150 illus., 80 illus. in color.)
    Edition: 1st ed. 2024.
    Series Statement: Lecture Notes in Networks and Systems 969
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Artificial intelligence. ; Image processing ; Computer vision. ; Machine learning.
    Abstract: Deep Learning-Based Attack Prediction for Returns in Supply Chain Management Systems -- A Effective Framework for Early Detection and Classification of Cardiovascular Disease (CVD) using Machine Learning Techniques -- A Coherent Ensemble Modeling Approach for Diabetic Retinopathy Using MIFNET Method -- A Novel Approach for Agricultural Crop Classification with Incremental Learning -- Coronary Vessel Segmentation in X-ray Using U-Net -- Unveiling Clarity: A Survey on Haze Removal Techniques using Deep Learning Approaches -- Surveying Strategies: Detecting Sinkhole Attacks in IoT Networks -- Prediction of Thoraco Pulmonary Disorders Based on Pattern of Lung Injury in CT/HRCT using Deep Learning Techniques -- Facial Expression Recognition in ATM Surveillance System -- Challenges, Communications, Routing Protocols and Applications of FANETs- A Systematic Review -- Prediction of Chronic Venous Insufficiency Condition using Infrared -- Thermography andMachine Learning -- A Review of Brain Tumor MRI Classification and Feature Extraction Using Varying Methods -- Time Domain Specifications of Step Responses of Both -- Underdamped and Overdamped System: In Correction to MATLAB Inbuilt ‘stepinfo’ Function -- Transfer Learning Based Speed Limit Traffic Sign Recognition with Multilingual Audio Alerts -- Impact of the Use of Social Media among University Students using Machine Learning.
    Abstract: This book gathers selected research papers presented at the Fifth International Conference on Communication and Intelligent Systems (ICCIS 2023), organized by Malaviya National Institute of Technology Jaipur, India, during December 16–17, 2023. This book presents a collection of state-of-the-art research work involving cutting-edge technologies for communication and intelligent systems. Over the past few years, advances in artificial intelligence and machine learning have sparked new research efforts around the globe, which explore novel ways of developing intelligent systems and smart communication technologies. The book presents single- and multi-disciplinary research on these themes to make the latest results available in a single, readily accessible source. The work is presented in three volumes.
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  • 4
    ISBN: 9789819720798
    Language: English
    Pages: 1 Online-Ressource(XVIII, 456 p. 149 illus., 122 illus. in color.)
    Edition: 1st ed. 2024.
    Series Statement: Lecture Notes in Networks and Systems 968
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Artificial intelligence. ; Image processing ; Computer vision. ; Machine learning.
    Abstract: Multilingual Speech Recognition: An In-depth Review of Applications, Challenges, and Future Directions -- Performance Evaluation of Job Shop Scheduling Problem using Proposed Hybrid of Black Hole and Firefly Algorithms -- Machine Learning and Healthcare: A Comprehensive Study -- Evolutionary Algorithms for Fibers Upgrade Sequence Problem on MB-EONs -- Exploring the Potential of Deep Learning Algorithms in Medical Image Processing: A Comprehensive Analysis -- Comparative Analysis of Image Enhancement Techniques: A Study on Combined and Individual Approaches -- Smishing: A SMS Phishing Detection Using Various Machine Learning Algorithms -- Convolution Neural Network (CNN) based Live Pig Weight estimation in Controlled Imaging Platform -- A Novel Image Encryption Technique based on DNA Theory and Chaotic Maps -- An Empirical Study on Comparison of Machine Learning Algorithms for Eye-State Classification using EEG data -- Decoding the UK's Stance on AI: A Deep Dive into Sentiment and Topics in Regulations -- Latest Trends on Satellite Image Segmentation -- Landmark detection using Convolutional Neural Network: A Review -- An Efficient Illumination Invariant Tiger Detection Framework for Wildlife Surveillance -- An Innovative Frequency -- Limited Interval Gramians-Based Model Order Reduction Method using Singular Value Decomposition.
    Abstract: This book gathers selected research papers presented at the Fifth International Conference on Communication and Intelligent Systems (ICCIS 2023), organized by Malaviya National Institute of Technology Jaipur, India, during December 16–17, 2023. This book presents a collection of state-of-the-art research work involving cutting-edge technologies for communication and intelligent systems. Over the past few years, advances in artificial intelligence and machine learning have sparked new research efforts around the globe, which explore novel ways of developing intelligent systems and smart communication technologies. The book presents single- and multi-disciplinary research on these themes to make the latest results available in a single, readily accessible source. The work is presented in three volumes.
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  • 5
    ISBN: 9789819720538
    Language: English
    Pages: 1 Online-Ressource(XVIII, 460 p. 176 illus., 142 illus. in color.)
    Edition: 1st ed. 2024.
    Series Statement: Lecture Notes in Networks and Systems 967
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Artificial intelligence. ; Image processing ; Computer vision. ; Machine learning.
    Abstract: A Comparative Study of DL and ML Models for Brain Tumor Detection -- Dynamic and Personalized Video Summarization based on User Preferences -- A Comparative Study and Adaptability of Mobility Models for UAV Networks -- Implementation and Evaluation of IPSec in an NFV-Based Network -- A Multi-Label Classification Approach to Detect Types of Traumas on Social Media -- Revolutionizing Efficiency: A Novel Strategy for Quantum Noise Mitigation -- Critiquing The Limitations Challenges in Detecting GAN-Generated Images with Computer Vision Techniques -- Enhancing SIoT Security Through Advanced Machine Learning Techniques for Intrusion Detection -- EDiTOK: Energy –efficient Distributed transmission optimization based Kalman-Zlib approaches for Monitoring Smart Farming Irrigation in Internet of Things Networks -- Implementation of Custom-Based Mobile-Network Model for Early Blight Detection in Tomatoes -- Advanced Deepfake Detection using Inception-ResNet-V2 Multi Feature Fusion for Facial Expression Recognition -- Different Machine Learning Algorithms for Parkinson's Disease Detection Using Speech Signals -- Convolutional Neural Network Applied to X-Ray Medical Imagery for Pneumonia Identification -- Smart Agriculture: Machine Learning Approach for Tea Leaf Disease Detection.
    Abstract: This book gathers selected research papers presented at the Fifth International Conference on Communication and Intelligent Systems (ICCIS 2023), organized by Malaviya National Institute of Technology Jaipur, India, during December 16–17, 2023. This book presents a collection of state-of-the-art research work involving cutting-edge technologies for communication and intelligent systems. Over the past few years, advances in artificial intelligence and machine learning have sparked new research efforts around the globe, which explore novel ways of developing intelligent systems and smart communication technologies. The book presents single- and multi-disciplinary research on these themes to make the latest results available in a single, readily accessible source. The work is presented in three volumes.
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  • 6
    ISBN: 9789819929696
    Language: English
    Pages: 1 Online-Ressource(XVII, 318 p. 131 illus., 91 illus. in color.)
    Edition: 1st ed. 2023.
    Series Statement: Smart Innovation, Systems and Technologies 352
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Engineering—Data processing. ; Computational intelligence. ; Artificial intelligence. ; Engineering
    Abstract: Data, Information, Knowledge, Wisdom Pyramid Concept Revisited in the Context of Deep Learning -- Multimedia Industrial and Medical Applications Supported by Machine Learning -- Accessibility Measures and Indicators: A Basis for Dynamic Simulations to Improve Regional Planning -- Image-multimodal Data Analysis for Defect Classification: Case Study of Industrial Printing -- Image-multimodal Data Analysis for Defect Classification: Case Study of Semiconductor Defect Patter -- Decision-making Model for Updating Geographical Information Systems for Polish Municipalities Using the Fuzzy TOPSIS Method -- An Ontology-based Collaborative Assessment Analytics Framework to Predict Groups’ Disengagement -- On Sensing Non-visual Symptoms of Northern Leaf Blight Inoculated Maize for Early Disease Detection Using IoT/AI -- Inference Analysis of Lightweight CNNs for Monocular Depth Estimation -- Arabic Text-to-speech Service with Syrian Dialect -- A Systematic Review of Sentiment Analysis in Arabizi.
    Abstract: This book gathers selected papers from the KES-IDT 2023 Conference, held in Rome, Italy, on June 14–16, 2023. The book presents and discusses the latest research results and generates new ideas in the field of intelligent decision-making. The range of topics discussed is classification, prediction, data analysis, big data, data science, decision support, knowledge engineering and modeling in diverse areas such as finance, cybersecurity, economics, health, management and transportation. The problems in industry 4.0 and IoT are also addressed. The book contains several sections devoted to specific topics, such as intelligent data processing and its applications, high-dimensional data analysis and its applications, multi-criteria decision analysis—theory and applications, large-scale systems for intelligent decision-making and knowledge engineering, decision technologies and related topics in big data analysis of social and financial issues and decision-making theory for economics.
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  • 7
    ISBN: 9789819929931
    Language: English
    Pages: 1 Online-Ressource(XV, 306 p. 88 illus., 72 illus. in color.)
    Edition: 1st ed. 2023.
    Series Statement: Smart Innovation, Systems and Technologies 355
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Teachers—Training of. ; Computational intelligence. ; Artificial intelligence. ; Teachers
    Abstract: Part 1: Smart Education -- Chapter 1: Smart Education: Students’ Perception of Hybrid Learning in Graduate Computing Curriculum -- Chapter 2: Gaining Insight into Adoption of Immersive Technologies in Higher Education -- Chapter 3: Innovative Methods for Smart Education: Hybrid Approach -- Chapter 4: Impact of Offline and Online Lecture Formats on Student Satisfaction with the University -- Chapter 5: Possibilities of Using Multimedia Technologies in the Learning Process for Children with Special Needs -- Part 2: Smart e-Learning -- Chapter 6: Online Ed.D. Program Development: A Program Level Perspective -- Chapter 7: Using CAI to Provide Early Literacy Instruction for All Learners -- Chapter 8: Online Doctoral Faculty Engagement: Building Connections Through Authenticity -- Chapter 9: Reliability Issues with At-Home Assessment During the COVID-19 Pandemic -- Chapter 10: Student Support in an Online Environment: Doctoral Student Feedback. etc.
    Abstract: This book contains the contributions presented at the 10th international KES conference on Smart Education and e-Learning (SEEL-2023) with the Smart University as the main conference theme. The conference is being held on June 14-16, 2023 in Rome, Italy in both in-person and online modes. The book contains high quality peer-reviewed papers that are grouped into several interconnected parts: Part 1 – Smart Education, Part 2 – Smart e-Learning, Part 3 – Smart University, Part 4 – Smart Education: Case Studies and Research, and Part 5 – Smart Company: Case Studies and Research. Smart education, smart e-learning, smart universities and smart companies are emerging and rapidly growing areas with the potential to transform the existing teaching strategies, learning environments, and educational/training activities and technology in academic institutions and training centers. Smart education/training and smart e-learning are focused on enabling instructors/trainers to develop innovative ways of achieving excellence in teaching in highly technological smart classrooms/labs, and providing students/learners with new opportunities to maximize their success and select the best options for their education/training, location and learning style, as well as the mode of content delivery. This book serves as a useful source of research data and valuable information on current research projects, best practices and case studies for faculty, scholars, Ph.D. students, administrators, and practitioners – all those who are interested in smart education, smart e-learning, smart university and smart business/company paradigms, concepts, systems and technology.
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  • 8
    ISBN: 9789819924684
    Language: English
    Pages: 1 Online-Ressource(XII, 525 p. 187 illus., 124 illus. in color.)
    Edition: 1st ed. 2023.
    Series Statement: Smart Innovation, Systems and Technologies 351
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Artificial intelligence. ; Internet of things. ; Quantitative research. ; Medical informatics.
    Abstract: 1. Equity Market Price Prediction using Fuzzy-Genetic Machine Learning Algorithms -- 2. A Convolution Neural Network model to Classify Handwritten Digits from Skeletons -- 3. A Wavelet Thresholding-Based Approach for De-Noising the Color Image Affected by Gaussian Noise -- 4. Detection and classification of Diabetic Retinopathy using image processing and machine learning techniques -- 5. Analysis of EEG Signal of the Elderly for Hand Grip Muscle Activity -- 6. A systematic review of Image Fusion approaches -- 7. CASE STUDY: ANPR utilized for Smart Parking -- 8. Classification of Esophageal Cancer Using Ensembled CNN with Generalized Normal Distribution Optimization Model and Support Vector Machine Classifier.
    Abstract: This book presents high-quality research papers presented at Congress on Smart Computing Technologies (CSCT 2022) organized by SAU Center for Research and Innovative Learning (SCRIL), South Asian University, India, from 3–4 December 2022. The book extensively covers recent research in algorithms for smart computing, AI and machine learning in smart computing, edge computing algorithms, adversarial networks and autoencoders, data visualization, data mining, data analytics, machine learning, game theory, high-performance computing, mobile and ubiquitous platforms for smart environments, cloud/edge/fog computing technologies for smart systems, Internet of Things (IoT) and industrial IoT technologies for smart systems, smart device and hardware, security, privacy, and economics in smart environments, big data, healthcare informatics, smart precision agriculture, smart transportation, social network analysis, and human–computer interaction.
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  • 9
    ISBN: 9789819933112
    Language: English
    Pages: 1 Online-Ressource(XVI, 396 p. 143 illus., 106 illus. in color.)
    Edition: 1st ed. 2023.
    Series Statement: Smart Innovation, Systems and Technologies 357
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Medical informatics. ; Artificial intelligence.
    Abstract: Designing deep learning architectures with neuroevolution. Study case: fetal morphology scan -- Optimized Deployment Planning for Elderly Welfare Facilities Based on Network Theory ~A Case Study of Ibaraki Prefecture's Day Care Welfare Facilities for the Elderly -- Online Parent Counselling in Speech and Language Therapy - the View of the Professionals -- Modelling Competing Risk for Stroke Survival Data -- Artificial Intelligence Chatbots and Conversational Agents - an Overview of Clinical Studies in Health Care -- Challenges and Solutions for Artificial Intelligence Adoption in Healthcare – A Literature Review -- An Explainable Deep Network Framework with Case-based Reasoning Strategies for Survival Analysis in Oncology -- Healthcare under Society 5.0: A Systematic Literature Review of Applications and Case Studies -- Strategic Risk Management for Low-Code Development Platforms with Enterprise Architecture Approach: Case of Global Pharmaceutical Enterprise -- Optimized Deployment Planning for Elderly Welfare Facilities based on Network Theory ~A Case Study of Ibaraki Prefecture's Day Care Welfare Facilities for the Elderly -- Characterizing Groups of Patients with Depression using Clustering Techniques.
    Abstract: This book presents the proceedings of the KES International Conferences on Innovation in Medicine and Healthcare (KES-InMed-23), held in Rome, Italy, on June 14–16, 2023. Covering a number of key areas, including digital IT architecture in healthcare; advanced ICT for medicine and healthcare; biomedical engineering, trends, research and technologies; and healthcare support systems, this book is a valuable resource for researchers, managers, industrialists and anyone wishing to gain an overview of the latest research in these fields.
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  • 10
    ISBN: 9783031175831
    Language: English
    Pages: 1 Online-Ressource(XII, 219 p. 88 illus., 55 illus. in color.)
    Edition: 1st ed. 2023.
    Series Statement: Learning and Analytics in Intelligent Systems 30
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Engineering—Data processing. ; Computational intelligence. ; Software engineering. ; Expert systems (Computer science). ; Engineering
    Abstract: Chapter 1: Proposal of a Middleware to Support Development of IoT Firmware Analysis Tools -- Chapter 2: Feature-Based Cloud Provisioning for Rehosting -- Chapter 3: Pattern to Improve Reusability of Numerical Simulation -- Chapter 4: SpiderTailed: A Tool for Detecting Presentation Failures Using Screenshots and DOM Extraction.
    Abstract: This book contains extended versions of the works and new research results presented at the 14th International Joint Conference on Knowledge-based Software Engineering (JCKBSE2022). JCKBSE2022 was originally planned to take place in Larnaca, Cyprus. Unfortunately, the COVID-19 pandemic forced it to be rescheduled as an online conference. JCKBSE is a well-established international biennial conference that focuses on the applications of Artificial Intelligence on Software Engineering. The 14th International Joint Conference on Knowledge-based Software Engineering (JCKBSE2022) was organized by the Department of Informatics of the University of Piraeus, Greece. This book is a valuable resource for experts and researchers in the field of (knowledge-based) software engineering. It is also valuable to general readers in the fields of artificial and computational intelligence and, more generally, computer science, wishing to learn more about the exciting field of (knowledge-based) software engineering and its applications. An extensive list of bibliographic references at the end of each chapter helps readers to probe deeper into the application areas of interest to them.
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  • 11
    Online Resource
    Online Resource
    Singapore : Springer Nature Singapore | Singapore : Imprint: Springer
    ISBN: 9789811987694
    Language: English
    Pages: 1 Online-Ressource(XVIII, 443 p. 187 illus., 166 illus. in color.)
    Edition: 1st ed. 2023.
    Series Statement: Smart Innovation, Systems and Technologies 336
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Sustainable architecture. ; Renewable energy sources.
    Abstract: Impact of Climate on Building Energy Performance, Urban Built Form and Urban Geometry -- A Decision Support Tool for the Co-Design of Energy and Seismic Retrofitting Solutions within the e-SAFE Project -- Comparison of the Morphological Influence of Canopy Roughness Space in Shenzhen and Harbin Main Urban Areas -- The Impact of a Vertical Greening System on the Indoor Thermal Comfort in Lightweight Buildings and on the Outdoor Environment in a Mediterranean Climate Context -- Recycling Volcanic Ash and glass Powder in the Production of Alkali Activated Materials -- Thermal Environment Retrofitting of Outdoor Activity Spaces in Old Settlements in Severe Cold Regions of China -- A Novel Laboratory Procedure to Determine Thermal Conductivity of Green Roof Substrates -- Study on Residents' Perception of Low-Carbon Policy and its Influence on Low-Carbon Behavior Intention -- The Techno-Economic Effect of PV-BSS Size Under Various Supporting Schemes: A Replicable Method for Buildings -- Environmental Assessment, Cost Assessment and User Experience of Electric Excavator Operations on Construction Sites in Norway -- A Rapid Survey Form for Users? Exposure and Vulnerability Assessment in Risk-Prone Built Environments -- Assessing People's Efficiency in Workplaces by Coupling Immersive Environments and Virtual Sounds -- Assessment Analysis of BEV/ PHEV Recharge in a Residential Micro-Grid based on Renewable Generation -- Impact of using Phase Change Materials with Different Wall Orientations in a Classroom Building Under a Warm Temperate Climate -- Applications of Thermoelectricity in Buildings: from Energy Harvesting to Energy Management.
    Abstract: This book contains the proceedings of the 14th KES International Conference on Sustainability and Energy in Buildings 2021 (SEB2022) held in Split, Croatia, during September 14–16, 2022, organized by KES International. SEB22 invited contributions on a range of topics related to sustainable buildings and explored innovative themes regarding sustainable energy systems. The conference formed an exciting chance to present, interact and learn about the latest research and practical developments on the subject. The conference attracted submissions from around the world. Submissions for the full-paper track were subjected to a blind peer-reviewed process. Only the best of these were selected for presentation at the conference and publication in these proceedings. It is intended that this book provides a useful and informative snapshot of recent research developments in the important and vibrant area of sustainability in energy and buildings.
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  • 12
    ISBN: 9789819934249
    Language: English
    Pages: 1 Online-Ressource(X, 178 p. 66 illus., 60 illus. in color.)
    Edition: 1st ed. 2023.
    Series Statement: Smart Innovation, Systems and Technologies 359
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Artificial intelligence. ; User interfaces (Computer systems). ; Human-computer interaction. ; Cooperating objects (Computer systems). ; Internet of things.
    Abstract: The volume includes papers presented at the International KES Conference on Human Centred Intelligent Systems 2023 (KES HCIS 2023), held in Rome, Italy on June 14–16, 2023. This book highlights new trends and challenges in intelligent systems, which play an important part in the digital transformation of many areas of science and practice. It includes papers offering a deeper understanding of the human-centred perspective on artificial intelligence, of intelligent value co-creation, ethics, value-oriented digital models, transparency, and intelligent digital architectures and engineering to support digital services and intelligent systems, the transformation of structures in digital businesses and intelligent systems based on human practices, as well as the study of interaction and the co-adaptation of humans and systems.
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  • 13
    ISBN: 9789811992254
    Language: English
    Pages: 1 Online-Ressource(XXV, 843 p. 303 illus., 227 illus. in color.)
    Edition: 1st ed. 2023.
    Series Statement: Lecture Notes in Networks and Systems 608
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Artificial intelligence. ; Robotics.
    Abstract: Chapter 1. Design and Analysis of Genetic Algorithm Optimization based ANFIS Controller for Interleaved DC-DC Converter fed PEMFC System -- Chapter 2. A Digital Transformation Model for Intelligent Organizational Systems: Key Constructs for successful DT -- Chapter 3. Smart Sewage Monitoring Systems -- Chapter 4. Explainable Stacking Machine Learning Ensemble for Predicting Airline Customer Satisfaction -- Chapter 5. A Water Cycle Algorithm for Optimal Design of IIR Filters -- Chapter 6. Comparative Evaluation of Machine Learning Algorithms for Credit Card Fraud Detection -- Chapter 7. Future Commercial Prospects of Unmanned Aerial Vehicles (UAVs) -- Chapter 8. Experimental Analysis of Deep Learning algorithms used in Brain Tumor Classification -- Chapter 9. Optimized Grabcut Algorithm in Medical Image Analyses -- Chapter 10. Improvement of Speech Emotion Recognition by Deep Convolutional Neural Network and Speech Features -- Chapter 11. GABC Genetic Artificial Bee Colony for Mapping Onto Network on Chip -- Chapter 12. A Study of Machine Translation Models for Kannada - Tulu -- Chapter 13. Multi-Technology Gateway Management for IoT: Review, Analysis and Open Issues -- Chapter 14. BGR Images based Human Fall detection using resnet-50 and lstm -- Chapter 15. Presaging Cancer Stage Classification by extracting influential features from Breast/Lung/Prostate cancer clinical datasets based on TNM model.
    Abstract: This book is a collection of selected papers presented at the Third Congress on Intelligent Systems (CIS 2022), organized by CHRIST (Deemed to be University), Bangalore, India, under the technical sponsorship of the Soft Computing Research Society, India, during September 5–6, 2022. It includes novel and innovative work from experts, practitioners, scientists, and decision-makers from academia and industry. It covers topics such as the Internet of Things, information security, embedded systems, real-time systems, cloud computing, big data analysis, quantum computing, automation systems, bio-inspired intelligence, cognitive systems, cyber-physical systems, data analytics, data/web mining, data science, intelligence for security, intelligent decision-making systems, intelligent information processing, intelligent transportation, artificial intelligence for machine vision, imaging sensors technology, image segmentation, convolutional neural network, image/video classification, soft computing for machine vision, pattern recognition, human-computer interaction, robotic devices and systems, autonomous vehicles, intelligent control systems, human motor control, game playing, evolutionary algorithms, swarm optimization, neural network, deep learning, supervised learning, unsupervised learning, fuzzy logic, rough sets, computational optimization, and neuro-fuzzy systems.
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  • 14
    ISBN: 9783031373060
    Language: English
    Pages: 1 Online-Ressource(XII, 225 p. 76 illus., 53 illus. in color.)
    Edition: 1st ed. 2023.
    Series Statement: Intelligent Systems Reference Library 244
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Artificial intelligence. ; Medical care. ; Biomedical engineering.
    Abstract: Medical Microscopic Single Image Super-resolution Based on Deep Neural Networks -- Making process trace classification more explainable: approaches and experiences in the medical field -- Improving diagnostics of pneumonia by combining individual hypotheses on chest X-ray images -- ICARE: An Intuitive Context-Aware Recommender with Explanations -- An overview of few-shot learning methods in analysis of histopathological images -- From Pixels to Diagnosis: AI–Driven Skin Lesion Recognition -- Artificial Intelligence in Obstetrics -- A co-design approach for developing and implementing smart health technologies and services -- Contributions of women on the recent applications of BCIs in healthcare -- Conducting remote faculty development programs for simulation educators -tips to overcome the barriers.
    Abstract: This book is dedicated to showcase research and innovation in smart healthcare systems and technologies led by women scientists, researchers, and practitioners. With the advent of artificial intelligence (AI) and related technologies, the healthcare sector has undergone tremendous changes in practice and management in recent years. On par to men, women have made significant contributions to tackle a variety of healthcare problems, creating smarter paradigms to provide effective and efficient solutions for patients and stakeholders. The book presents a small collection of contributions by outstanding women in STEM (Science, Technology, Engineering and Mathematics) education, focusing on the healthcare domain. The selected articles allow readers to comprehend current advances in AI and other methods for undertaking healthcare challenges. It is envisaged that the inspiring work by prominent women scientists, researchers, and practitioners reported in this book offers a beacon to propel women in pursuing STEM education and advancing the healthcare sector for the benefits of humankind.
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  • 15
    ISBN: 9783031236365
    Language: English
    Pages: 1 Online-Ressource(XXIV, 737 p. 437 illus., 331 illus. in color.)
    Edition: 1st ed. 2023.
    Series Statement: Advances in Intelligent Systems and Computing 1438
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Artificial intelligence.
    Abstract: Enhanced Functionality of Footing Machine through Deep Learning -- Control of Robotic Manipulator Using Optimized Neural Networks -- Robot Identification using Modern Pattern Recognition Techniques -- Fuzzy Logic Based Diagnostic System for High Voltage Devices -- The Role of AI in transforming the consumer experience: A study on healthcare sector in India -- Ontology-Driven Smart Health Insurance System -- Autistic Verbal Behavior Parameters -- Energy Efficient Data Transmission in Wireless Body Area Network (WBAN) -- Neurodegenerative Disorders Screening System using ‘Intelligent’ Sensors -- Language in the brain What do we know about its organization, and how has neuroimaging improved our understanding?.
    Abstract: Soft computing techniques open significant opportunities in several areas, such as industry, medicine, energy, security, transportation, and education. This book provides theory and applications development using soft computing techniques by organizing intelligent systems for many applications to the benefit of humanity. The book comes from a multidisciplinary subject whose audience can come from different academic departments, e.g., department of computer science and engineering, department of medical imaging, department of biomedical informatics, department of education sciences, and so on where artificial intelligence and soft computing are of routine courses. The book covers a range of audience from academicians, practitioners, researchers, and students to stakeholders. It can support graduate students and interns to develop a deep understanding of the latest paradigms in the soft computing techniques.
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  • 16
    ISBN: 9783031111549
    Language: English
    Pages: 1 Online-Ressource(XIII, 231 p. 66 illus., 53 illus. in color.)
    Edition: 1st ed. 2023.
    Series Statement: Intelligent Systems Reference Library 228
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Biomedical engineering. ; Artificial intelligence. ; Medical informatics.
    Abstract: An Introduction to Artificial Intelligence in Healthcare -- Radiomics: Approach to Precision Medicine -- Artificial Intelligence Based Strategies for Data-Driven Radial MRI. .
    Abstract: Artificial intelligence (AI) and machine learning (ML) have transformed many standard and conventional methods in undertaking health and well-being issues of humans. AL/ML-based systems and tools play a critical role in this digital and big data era to address a variety of medical and healthcare problems, improving treatments and quality of care for patients. This edition on AI and ML for healthcare consists of two volumes. The first presents selected AI and ML studies on medical imaging and healthcare data analytics, while the second unveils emerging methodologies and trends in AI and ML for delivering better medical treatments and healthcare services in the future. In this first volume, progresses in AI and ML technologies for medical image, video, and signal processing as well as health information and data analytics are presented. These selected studies offer readers theoretical and practical knowledge and ideas pertaining to recent advances in AI and ML for effective and efficient image and data analytics, leading to state-of-the-art AI and ML technologies for advancing the healthcare sector.
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  • 17
    ISBN: 9783031223716
    Language: English
    Pages: 1 Online-Ressource(XII, 193 p. 78 illus., 59 illus. in color.)
    Edition: 1st ed. 2023.
    Series Statement: Intelligent Systems Reference Library 236
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Artificial intelligence. ; Machine learning. ; Data protection.
    Abstract: Editorial Note -- Artificial Intelligence as Dual-Use Technology -- Diabetic Retinopathy Detection using Transfer and Reinforcement Learning with effective image preprocessing and data augmentation techniques. .
    Abstract: This book aims at updating the relevant computer science-related research communities, including professors, researchers, scientists, engineers and students, as well as the general reader from other disciplines, on the most recent advances in applications of methods based on Fusing Machine Learning Paradigms. Integrated or Hybrid Machine Learning methodologies combine together two or more Machine Learning approaches achieving higher performance and better efficiency when compared to those of their constituent components and promising major impact in science, technology and the society. The book consists of an editorial note and an additional eight chapters and is organized into two parts, namely: (i) Recent Application Areas of Fusion of Machine Learning Paradigms and (ii) Applications that can clearly benefit from Fusion of Machine Learning Paradigms. This book is directed toward professors, researchers, scientists, engineers and students in Machine Learning-related disciplines, as the hybridism presented, and the case studies described provide researchers with successful approaches and initiatives to efficiently address complex classification or regression problems. It is also directed toward readers who come from other disciplines, including Engineering, Medicine or Education Sciences, and are interested in becoming versed in some of the most recent Machine Learning-based technologies. Extensive lists of bibliographic references at the end of each chapter guide the readers to probe further into the application areas of interest to them.
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  • 18
    ISBN: 9783031311642
    Language: English
    Pages: 1 Online-Ressource(XI, 633 p. 297 illus., 220 illus. in color.)
    Edition: 1st ed. 2023.
    Series Statement: Proceedings in Adaptation, Learning and Optimization 17
    Parallel Title: Erscheint auch als
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    Keywords: Image processing—Digital techniques. ; Computational intelligence. ; Computer vision. ; Image processing
    Abstract: Test Pattern Modification to Minimize Test Power in Sequential Circuit -- A social network approach for improving job performance by promoting colleague intimacy -- Deep Learning Model for automated Image based Plant Disease Classification -- Opinion-based Machine Learning Approach for Fake News Classification -- Survey on IoMT: Amalgamation of Technologies-Wearable Body Sensor Network, Wearable Biosensors, ML and DL in IoMT.
    Abstract: The conference proceedings book is a collection of high-quality research articles in the field of intelligent vision and computing. It also serves as a forum for researchers and practitioners from both academia and industry to meet and share their expertise and experience. It provides opportunities for academicians and scientists along with professionals, policymakers, and practitioners from various fields in a global realm to present their research contributions and views, on one forum and interact with members inside and outside their own particular disciplines. .
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  • 19
    ISBN: 9789811993794
    Language: English
    Pages: 1 Online-Ressource(XXIII, 853 p. 356 illus., 261 illus. in color.)
    Edition: 1st ed. 2023.
    Series Statement: Lecture Notes in Networks and Systems 613
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Artificial intelligence. ; Robotics.
    Abstract: Patch Extraction and Classifier for Abnormality Classification in Mammography Imaging -- Improving the Performance of Fuzzy Rule Based Classification Systems using Particle Swarm Optimization -- Tuning Extreme Learning Machine by Hybrid Planet Optimization Algorithm: An Application for Diabetes Classification -- Towards Computation Offloading Approaches in IoT-Fog-Cloud Environment: Survey on Concepts, Architectures, Tools and Methodologies -- Prediction of COVID-19 Pandemic spread using Graph Neural Networks -- Event Based Time-To-Contact Estimation with Depth Image Fusion -- mCD and Clipped RBM based DBN for Optimal Classification of Breast Cancer -- Digital Disruption in Major Ports with Special Reference to Chennai Port, Kamarajar Port and Tuticorin Port -- SmartTour: A Blockchain-based Smart Tourism Platform using Improvised SHA -- Detection of Starch in Turmeric using Machine Learning Methods -- A study of Crypto-Ransomware using Detection Techniques for Defence Research -- Internet of Things (IOT) Based Smart Agriculture System Implementation and Current Challenges -- Physical Unclonable Function and Smart Contract based Authentication Protocol for Medical Sensor Network -- Developing Prediction Model for Hospital Appointment No-Shows using Logistic Regression.
    Abstract: This book is a collection of selected papers presented at the Third Congress on Intelligent Systems (CIS 2022), organized by CHRIST (Deemed to be University), Bangalore, India, under the technical sponsorship of the Soft Computing Research Society, India, during September 5–6, 2022. It includes novel and innovative work from experts, practitioners, scientists, and decision-makers from academia and industry. It covers topics such as the Internet of Things, information security, embedded systems, real-time systems, cloud computing, big data analysis, quantum computing, automation systems, bio-inspired intelligence, cognitive systems, cyber-physical systems, data analytics, data/web mining, data science, intelligence for security, intelligent decision-making systems, intelligent information processing, intelligent transportation, artificial intelligence for machine vision, imaging sensors technology, image segmentation, convolutional neural network, image/video classification, soft computing for machine vision, pattern recognition, human-computer interaction, robotic devices and systems, autonomous vehicles, intelligent control systems, human motor control, game playing, evolutionary algorithms, swarm optimization, neural network, deep learning, supervised learning, unsupervised learning, fuzzy logic, rough sets, computational optimization, and neuro-fuzzy systems.
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  • 20
    ISBN: 9789819923229
    Language: English
    Pages: 1 Online-Ressource(XXII, 695 p. 319 illus., 242 illus. in color.)
    Edition: 1st ed. 2023.
    Series Statement: Lecture Notes in Networks and Systems 689
    Parallel Title: Erscheint auch als
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    Keywords: Image processing—Digital techniques. ; Computational intelligence. ; Artificial intelligence. ; Computer vision. ; Machine learning. ; Image processing
    Abstract: Development an PMSM Servo Driver for CNC Machines using TMS28379D Microcontroller -- A Probabilistic Method to Identify HTTP/1.1 Slow Rate DoS Attacks -- Transmission Pricing using MW Mile Method in Deregulated Environment -- Performance Analysis of Non-Linear Companding Techniques for PAPR Mitigation in 5G GFDM Systems -- Tensor Completion based Data Imputation Framework for IoT-based Underwater Sensor Network -- Pre-training Classification and Clustering Models for Vietnamese Automatic Text Summarization -- Identifying Critical Transition in Bitcoin Market using Topological Data Analysis and Clustering -- Healthcare Information Exchange using Blockchain Technology -- Multilevel Credit Card Fraud Detection Using Face Recognition and Machine Learning -- Transfer Learning based End-to-End Indian-English Recognition System -- Impact of COVID-19 on the Sectors of the Indian Economy and the World -- Wind Farm Layout Optimization Problem using Teaching Learning Based Optimization Algorithm -- An Ensemble Multimodal Fusion using Naive Bayes Approach for Haptic Identification of Objects -- Chaotic Maps and DCT based Image Steganography-cum-Encryption Hybrid Approach -- An Empirical Analysis and Challenging Era of Blockchain in Green Society.
    Abstract: This book gathers selected research papers presented at the Fourth International Conference on Communication and Intelligent Systems (ICCIS 2022), organized by the National Institute of Technology, Delhi, India, during December 19–20, 2022. This book presents a collection of state-of-the-art research work involving cutting-edge technologies for communication and intelligent systems. Over the past few years, advances in artificial intelligence and machine learning have sparked new research efforts around the globe, which explore novel ways of developing intelligent systems and smart communication technologies. The book presents single- and multi-disciplinary research on these themes in order to make the latest results available in a single, readily accessible source. The work is presented in two volumes.
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  • 21
    ISBN: 9789819921003
    Language: English
    Pages: 1 Online-Ressource(XXII, 729 p. 313 illus., 253 illus. in color.)
    Edition: 1st ed. 2023.
    Series Statement: Lecture Notes in Networks and Systems 686
    Parallel Title: Erscheint auch als
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    Keywords: Image processing—Digital techniques. ; Computational intelligence. ; Artificial intelligence. ; Computer vision. ; Machine learning. ; Image processing
    Abstract: Network Coverage and Event Detection in Mobile Sensor Networks -- Attention Guided Human Fall Detection for Elderly Patient Monitoring -- SDN Enabled IoT to Combat the DDoS Attacks -- Analysis of Existing Datasets of Household Objects for AI-enabled Techniques -- In silico Molecular Docking Study by using Bio-Informatics Database to Fabricate M Cell Targeting Nanocarrier System for Oral Delivery of Macromolecules -- Open Source Datasets for Colonoscopy Polyps and its AI-enabled Techniques -- Cloud based House Price Predictor App using Machine Learning -- Compendium of Qubit Technologies in Quantum Computing -- A Novel Post Quantum Piekert's Reconciliation Based Forward Secure Authentication Key Agreement for Mobile Devices -- An Overview of IoT and Smart Application Environments: Research and Challenges -- Human Detection and Tracking Based on YOLOv3 and DeepSORT -- Smart City: Road Traffic Monitoring System Based on the Integration of IoT and ML -- Weed Detection in Crops using Lightweight EfficientNets -- Meta-Heuristics for the Single Channel PMU Placement Problem Considering Zero-Injection-Buses -- Comparative Analysis of Different Machine Learning Approaches for Sentiment Analysis -- A Comprehensive Investigation of Machine Learning Algorithms with SMOTE Integration to maximize F1 Score -- Detection of Pathological Myopia from Fundus Images.
    Abstract: This book gathers selected research papers presented at the Fourth International Conference on Communication and Intelligent Systems (ICCIS 2022), organized by National institute of Technology, Delhi, India, during December 19–20, 2022. This book presents a collection of state-of-the-art research work involving cutting-edge technologies for communication and intelligent systems. Over the past few years, advances in artificial intelligence and machine learning have sparked new research efforts around the globe, which explore novel ways of developing intelligent systems and smart communication technologies. The book presents single- and multi-disciplinary research on these themes in order to make the latest results available in a single, readily accessible source. The book is presented in two volumes.
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  • 22
    ISBN: 9789819930685
    Language: English
    Pages: 1 Online-Ressource(XVI, 424 p. 101 illus., 84 illus. in color.)
    Edition: 1st ed. 2023.
    Series Statement: Smart Innovation, Systems and Technologies 354
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Expert systems (Computer science). ; Data mining. ; Artificial intelligence.
    Abstract: This book highlights new trends and challenges in research on agents and the new digital and knowledge economy. It includes papers on business process management, agent-based modeling and simulation and anthropic-oriented computing that were originally presented at the 17th International KES Conference on Agents and Multi-Agent Systems: Technologies and Applications (KES-AMSTA 2023), held in Rome, Italy, in June 14–16, 2023. The respective papers cover topics such as software agents, multi-agent systems, agent modeling, mobile and cloud computing, big data analysis, business intelligence, artificial intelligence, social systems, computer embedded systems and nature-inspired manufacturing, all of which contribute to the modern digital economy.
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  • 23
    ISBN: 9789811934407
    Language: English
    Pages: 1 Online-Ressource(XVI, 314 p. 106 illus., 93 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Smart Innovation, Systems and Technologies 308
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Medical informatics. ; Artificial intelligence.
    Abstract: 3D Convolutional Neural Network for Covid Assessment on CT Scans -- Prediction Models for COVID-19 in Children -- Society 5.0 as Digital Strategy for Scalability: Tamba's COVID-19 Vaccination Management System and its Expansion -- Analysis of Ensemble Learning for Chest X-Ray Images -- Adaptive Multi-Omics Survival Analysis in Cancer -- Risk Analysis of Developing Lifestyle-related Diseases based on the Content of Social Networking Service Posts -- Digital Twin in Healthcare through the Eyes of the Vitruvian Man -- Relationship between Mental Health, Life Skills and Life Satisfaction among Japanese Athletes -- IT Assisted Gardening for the Revitalization of the Elderly: The Turntable Solution -- Mental Health of the Elderly: Towards a Proposal for a Social Simulator based on the Complexity Approach.
    Abstract: This book presents the proceedings of the KES International Conferences on Innovation in Medicine and Healthcare (KES-InMed-22), held in Rhodes, Greece, on June 20–22, 2022. Covering a number of key areas, including digital IT architecture in health care; advanced ICT for medicine and health care; biomedical engineering, trends, research, and technologies; and healthcare support systems, this book is a valuable resource for researchers, managers, industrialists, and anyone wishing to gain an overview of the latest research in these fields.
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  • 24
    ISBN: 9783030871321
    Language: English
    Pages: 1 Online-Ressource(XVI, 309 p. 103 illus., 73 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Learning and Analytics in Intelligent Systems 28
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Biomedical engineering. ; Artificial intelligence.
    Abstract: Chapter 1: Introduction To Advances In Assistive Technologies -- Chapter 2: Applications of AI in Healthcare and Assistive Technologies -- Chapter 3: Machine Learning and Finite Element Methods in Modeling of COVID-19 spread -- Chapter 4: Learning Paradigms for Neural Networks for Automated Medical Diagnosis -- Chapter 5: Human Fall Detection in Depth-Videos using Temporal Templates and Convolutional Neural Networks. .
    Abstract: This book aims at exposing its readers to some of the most significant advances in assistive technologies. Assistive technologies develop devices to assist vulnerable people, including elderly people, people with cognitive disabilities such as memory problems or dementia, and people with functional disabilities such as those needing support in toileting, moving around, eating, bathing, dressing, grooming, and taking personal care. The ever-increasing life expectancy and world population, along with the emergence of new diseases and the regrettable continuation of armed conflicts, press for development and availability of assistive technologies that offer people in need the opportunity to live secure and controlled lives with more active participation in society and at a reduced assistive cost. This task can be accomplished only with more advanced devices than traditional-powered wheelchairs or eating/drinking devices, including prosthetics, exoskeletons, visual and hearing aids, cognitive aids, and devices enhanced with artificial intelligence. The book consists of an editorial note and an additional twelve (12) chapters, all of which have been written by authors who work on the corresponding chapter theme and are recognized for their significant research contributions. In more detail, the chapters in the book are organized into four parts, namely (i) Advances in Assistive Technologies in Healthcare, (ii) Advances in Assistive Technologies in Medical Diagnosis, (iii) Advances in Assistive Technologies in Mobility and Navigation, and (iv) Advances in Privacy and Explainability in Assistive Technologies. This research book is directed towards professors, researchers, scientists, engineers, and students in assistive technologies. It is also directed towards readers who come from other disciplines and is interested in becoming versed in some of the most recent assistive technologies. An extensive list of bibliographic references at the end of each chapter guides its readers to probe further into the application areas of interest to them.
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  • 25
    ISBN: 9783030930523
    Language: English
    Pages: 1 Online-Ressource(XVII, 356 p. 159 illus., 120 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Learning and Analytics in Intelligent Systems 24
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Artificial intelligence.
    Abstract: Chapter 1: Introduction To Advances In Selected Artificial Intelligence Areas -- Chapter 2: Introduction To Advances In Selected Artificial Intelligence Areas -- Chapter 3: Application of Rough Set-Based Characterisation of Attributes in Feature Selection and Reduction.
    Abstract: As new technological challenges are perpetually arising, Artificial Intelligence research interests are focusing on the incorporation of improvement abilities into machines in an effort to make them more efficient and more useful. Recent reports indicate that the demand for scientists with Artificial Intelligence skills significantly exceeds the market availability and that this shortage will intensify further in the years to come. A potential solution includes attracting more women into the field, as women currently make up only 26 percent of Artificial Intelligence positions in the workforce. The present book serves a dual purpose: On one hand, it sheds light on the very significant research led by women in areas of Artificial Intelligence, in hopes of inspiring other women to follow studies in the area and get involved in related research. On the other hand, it highlights the state-of-the-art and current research in selected Artificial Intelligence areas and applications. The book consists of an editorial note and an additional thirteen (13) chapters, all authored by invited women-researchers who work on various Artificial Intelligence areas and stand out for their significant research contributions. In more detail, the chapters in the book are organized into three parts, namely (i) Advances in Artificial Intelligence Paradigms, (ii) Advances in Artificial Intelligence Applications, and (iii) Recent Trends in Artificial Intelligence Areas and Applications. This research book is directed towards professors, researchers, scientists, engineers and students in Artificial Intelligence-related disciplines. It is also directed towards readers who come from other disciplines and are interested in becoming versed in some of the most recent Artificial Intelligence-based technologies. An extensive list of bibliographic references at the end of each chapter guides the readers to probe further into the Artificial Intelligence areas of interest to them.
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  • 26
    ISBN: 9789811931123
    Language: English
    Pages: 1 Online-Ressource(XIX, 535 p. 167 illus., 137 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Smart Innovation, Systems and Technologies 305
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Artificial intelligence. ; Teachers—Training of. ; Technical education.
    Abstract: This book serves as a reference for researchers and practitioners in academia and industry. Smart education, smart e-learning and smart pedagogy are emerging and rapidly growing areas that have a potential to transform existing teaching strategies, learning environments and educational activities and technology. They are focused at enabling instructors to develop innovative ways of achieving excellence in teaching in highly technological smart university and providing students with new opportunities to maximize their success using smart classrooms, smart systems and technology. This book contains the contributions presented at the 9th international KES conference on Smart Education and e-Learning (SEEL-2022) with the Smart Pedagogy as the main conference theme. It comprises of forty nine high-quality peer-reviewed papers that are grouped into several interconnected parts: Part 1—Smart Pedagogy, Part 2—Smart Education, Part 3—Smart e-Learning, Part 4—Smart University, Part 5—Smart Education: Systems and Technology, Part 6—Digital Humanities and Social Sciences for Smart University Development: the Innovative Methods, Models and Technologies, Part 7—Digital Transformation of Education and Economics in Smart University and Part 8—Smart Education for Children with Special Educational Needs. We believe this book will serve as a useful source of research data and valuable information for faculty, scholars, Ph.D. students, administrators and practitioners—those who are interested in smart education, smart e-learning and smart pedagogy.
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  • 27
    ISBN: 9789811933592
    Language: English
    Pages: 1 Online-Ressource(XVI, 314 p. 103 illus., 73 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Smart Innovation, Systems and Technologies 306
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Expert systems (Computer science). ; Data mining. ; Artificial intelligence.
    Abstract: Temporal Logic in Multi-Agent Environment -- Queueless: Agent-Based Manufacturing for Workshop Production -- Anytime Evolutionary DCOP Algorithm with Distributed Solution Stores -- An Investigation into Inuences of Tweet Sentiments on Stock Market Movements -- Altruistic behavior structural holes and Team performance -- Construction of a news classication system related to information security incidents -- A Customer Experience Mapping for Knowledge Extraction from Social Simulation Results -- Explainable AI for Autism Classication in Children -- Online social networks and psychological experiences: analysis of youth perceptions through data mining -- A Systematic Review About Requirements Elicitation for Multi-Agent Systems -- A Normative Multi-Objective Based Intersection Collision Avoidance System -- Development of a transport model dedicated to an agent-based simulation of land use.
    Abstract: The book highlights new trends and challenges in research on agents and the new digital and knowledge economy. It includes papers on business process management, agent-based modeling and simulation and anthropic-oriented computing that were originally presented at the 16th International KES Conference on Agents and Multi-Agent Systems: Technologies and Applications (KES-AMSTA 2022), held at Rhodes, Greece in June 20–22, 2022. The respective papers cover topics such as software agents, multi-agent systems, agent modeling, mobile and cloud computing, big data analysis, business intelligence, artificial intelligence, social systems, computer embedded systems and nature inspired manufacturing, all of which contribute to the modern digital economy.
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  • 28
    ISBN: 9783030836207
    Language: English
    Pages: 1 Online-Ressource(XVII, 422 p. 89 illus., 48 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Intelligent Systems Reference Library 212
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Biomedical engineering. ; Artificial intelligence. ; Health informatics.
    Abstract: Intelligent paradigms for diagnosis, prediction and control in healthcare applications -- Artificial intelligence in healthcare practice: How to tackle the “human” challenge -- A statistical analysis handbook for validating artificial intelligence techniques applied in healthcare.
    Abstract: Artificial Intelligence (AI) has transformed many aspects of our daily activities. Health and well-being of humans stand as one of the key domains where AI has achieved significant progresses, saving time, costs, and potentially lives, as well as fostering economic resilience, particularly under the COVID-19 pandemic environments. This book is a sequel of the Handbook of Artificial Intelligence in Healthcare. The first volume of the Handbook is dedicated to present advances and applications of AI methodologies in several specific areas, i.e., signal, image, and video processing as well as information and data analytics. In this second volume of the Handbook, general practicality challenges and future prospects of AI methodologies pertaining to healthcare and related domains are presented in Part 1 and Part 2, respectively. It is envisaged that the selected studies will provide readers a general perspective on the issues, challenges, and opportunities in designing, developing, and implementing AI-based tools and solutions in the healthcare sector, bringing benefits to transform and advance health and well-being development of humans.
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  • 29
    ISBN: 9789811934445
    Language: English
    Pages: 1 Online-Ressource(XX, 599 p. 238 illus., 181 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Smart Innovation, Systems and Technologies 309
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Artificial intelligence. ; Engineering—Data processing.
    Abstract: Latent Chained Comments to Retweet Extraction on Twitter -- Recommendation versus Regression Neural Collaborative Filtering -- Heuristic Approach to Improve the Efficiency of Maximum Weight Matching Algorithm Using Clustering -- Digital Cultural Heritage Twins: New Tools for a Complete Fruition of the Cultural Heritage Entities -- Arabic Speech Processing: State of the Art and Future Outlook -- Inter-rater Agreement Based Risk Assessment Scheme for ICT Corporates -- Sequence Classification via LCS -- Assured Multi-Agent Reinforcement Learning with Robust Agent-Interaction Adaptability -- Development of a Telegram Bot to Determine the Level of Technological Readiness -- Design of Multiprocessor Architecture for Watermarking and Tracing Images Using QR Code.
    Abstract: This book gathers selected papers from the KES-IDT 2022 Conference, held in Rhodes, Greece on June 20–22, 2022. The book presents and discusses the latest research results and generates new ideas in the field of intelligent decision-making. The range of topics discussed are classification, prediction, data analysis, big data, data science, decision support, knowledge engineering, and modeling in diverse areas such as finance, cybersecurity, economics, health, management, and transportation. The problems in Industry 4.0 and IoT are also addressed. The book contains several sections devoted to specific topics, such as intelligent data processing and its applications, high-dimensional data analysis and its applications, multi-criteria decision analysis—theory and applications, large-scale systems for intelligent decision-making and knowledge engineering, decision technologies and related topics in big data analysis of social and financial issues, and decision-making theory for economics.
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  • 30
    ISBN: 9783031082023
    Language: English
    Pages: 1 Online-Ressource(XII, 329 p. 242 illus., 102 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Artificial Intelligence-Enhanced Software and Systems Engineering 2
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Artificial intelligence. ; Software engineering.
    Abstract: Introduction to Handbook on Artificial Intelligence-empowered Applied Software Engineering - VOL.1: Novel Methodologies to Engineering Smart Software Systems -- Part I: Survey of Recent Relevant Literature -- Synergies Between Artificial Intelligence and Software Engineering: Evolution and Trends -- Part II: Artificial Intelligence-Assisted Software Development -- Towards Software Co-Engineering by AI and Developers -- Generalizing Software Defect Estimation using Size and Two Interaction Variables -- Building of an Application Reviews Classifier by BERT and Its Evaluation -- Harmony Search-enhanced Software Architecture Reconstruction -- Enterprise Architecture-based Project Model for AI Service System Development -- Part III: Software Engineering Tools to develop Artificial Intelligence Applications -- Requirements Engineering Processes for Multi-Agent Systems -- Specific UML-Derived Languages for Modeling Multi-Agent Systems -- Methods for ensuring the overall safety of machine learning systems -- MEAU: A Method for the Evaluation of the Artificial Unintelligence -- Quantum Computing meets Artificial Intelligence: Innovations & Challenges. .
    Abstract: This book provides a structured overview of artificial intelligence-empowered applied software engineering. Evolving technological advancements in big data, smartphone and mobile software applications, the Internet of Things and a vast range of application areas in all sorts of human activities and professions lead current research towards the efficient incorporation of artificial intelligence enhancements into software and the empowerment of software with artificial intelligence. This book at hand, devoted to Novel Methodologies to Engineering Smart Software Systems Novel Methodologies to Engineering Smart Software Systems, constitutes the first volume of a two-volume Handbook on Artificial Intelligence-empowered Applied Software Engineering. Topics include very significant advances in (i) Artificial Intelligence-Assisted Software Development and (ii) Software Engineering Tools to develop Artificial Intelligence Applications, as well as a detailed Survey of Recent Relevant Literature. Professors, researchers, scientists, engineers and students in artificial intelligence, software engineering and computer science-related disciplines are expected to benefit from it, along with interested readers from other disciplines.
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  • 31
    ISBN: 9783031076503
    Language: English
    Pages: 1 Online-Ressource(XII, 197 p. 94 illus., 73 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Artificial Intelligence-Enhanced Software and Systems Engineering 3
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Artificial intelligence. ; Software engineering. ; Cooperating objects (Computer systems).
    Abstract: Editorial Note -- Part I: Smart Software Applications in Scientific Document Processing -- Detection, Extraction and SPN Representation of Pseudo-Algorithms in Scientific Documents -- A Recommender Engine for Scientific Paper Peer-Reviewing System -- Part II: Smart Software Applications in Enteprise Modeling -- Visualization of Digital-Enhanced Enterprise Modeling -- Know-linking: When Aachine Learning Meets Organizational Tools Analysis to Generate Shared Knowledge in Large Companies -- Changes in Human Resources Management with Artificial Intelligence -- Part III: Smart Software Applications in Education -- Promoting Reading Among Teens: Analyzing the Emotional Preferences of Teenage Readers -- A Multi-Institutional Analysis of CS1 Students’ Common Misconceptions of Key Programming Concepts -- Part IV: Smart Software Applications in Healthcare and Medicine -- Clustering-based Scaling for Healthcare Data -- Normative and Fuzzy components of Medical AI Applications -- Part V: Smart Software Applications in Infrastructure Monitoring -- Adaptive Structural Learning of Deep Belief Network and its Application to Real Time Crack Detection of Concrete Structure using Drone.
    Abstract: Evolving technological advancements in big data, smartphone and mobile software applications, the Internet of Things and a vast range of application areas in all sorts of human activities and professions, lead current research toward the efficient incorporation of artificial intelligence enhancements into software and the empowerment of software with artificial intelligence. The book at hand, devoted to Smart Software Applications in Cyber-Physical Systems, constitutes the second volume of a two-volume Handbook on Artificial Intelligence-empowered Applied Software Engineering. Topics include very significant advances in Smart Software Applications in (i) Scientific Document Processing, (ii) Enterprise Modeling, (iii) Education, (iv) Health care and Medicine, and (v) Infrastructure Monitoring. Professors, researchers, scientists, engineers, and students in artificial intelligence, software engineering, and computer science-related disciplines are expected to benefit from it, along with interested readers from other disciplines.
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  • 32
    ISBN: 9783030767945
    Language: English
    Pages: 1 Online-Ressource(XVI, 224 p. 85 illus., 70 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Learning and Analytics in Intelligent Systems 23
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Machine learning.
    Abstract: Part I: Machine Learning/Deep Learning in Socializing and Entertainment -- Part II: Machine Learning/Deep Learning in -- Part III: Machine Learning/Deep Learning in Security -- Part IV: Machine Learning/Deep Learning in Time Series Forecasting -- Part V: Machine Learning in Video Coding and Information Extraction.
    Abstract: As the 4th Industrial Revolution is restructuring human societal organization into, so-called, “Society 5.0”, the field of Machine Learning (and its sub-field of Deep Learning) and related technologies is growing continuously and rapidly, developing in both itself and towards applications in many other disciplines. Researchers worldwide aim at incorporating cognitive abilities into machines, such as learning and problem solving. When machines and software systems have been enhanced with Machine Learning/Deep Learning components, they become better and more efficient at performing specific tasks. Consequently, Machine Learning/Deep Learning stands out as a research discipline due to its worldwide pace of growth in both theoretical advances and areas of application, while achieving very high rates of success and promising major impact in science, technology and society. The book at hand aims at exposing its readers to some of the most significant Advances in Machine Learning/Deep Learning-based Technologies. The book consists of an editorial note and an additional ten (10) chapters, all invited from authors who work on the corresponding chapter theme and are recognized for their significant research contributions. In more detail, the chapters in the book are organized into five parts, namely (i) Machine Learning/Deep Learning in Socializing and Entertainment, (ii) Machine Learning/Deep Learning in Education, (iii) Machine Learning/Deep Learning in Security, (iv) Machine Learning/Deep Learning in Time Series Forecasting, and (v) Machine Learning in Video Coding and Information Extraction. This research book is directed towards professors, researchers, scientists, engineers and students in Machine Learning/Deep Learning-related disciplines. It is also directed towards readers who come from other disciplines and are interested in becoming versed in some of the most recent Machine Learning/Deep Learning-based technologies. An extensive list of bibliographic references at the end of each chapter guides the readers to probe further into the application areas of interest to them.
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  • 33
    ISBN: 9789811913242
    Language: English
    Pages: 1 Online-Ressource(XVI, 334 p. 194 illus., 152 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Algorithms for Intelligent Systems
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Artificial intelligence. ; Control engineering. ; Quantitative research.
    Abstract: Chapter 1. Deep Learning-Based Adaptive Deep Belief Neural Networks For Neonatal Apnea Level Classification Using Pre-Term Birth Health Record -- Chapter 2. Hybrid Feature Extraction Technique for Tamil Automatic Speech Recognition System in Noisy Environment -- Chapter 3. Implementation and Image Transformation for Ground Penetration Image Radar System -- Chapter 4. Effect of Geospatial Weather Features on COVID-19 Spread in India using Machine Learning -- Chapter 5. Adiabatic Logic Code Converters Design at Different Sub Micron Technologies -- Chapter 6. A Cross connected Switch Capacitor Multi Level Inverter: A Proposed Topology and its Analysis -- Chapter 7. A Comparative study on Sentiment Analysis of Uber and Ola Customer Reviews based on Machine Learning Approaches -- Chapter 8. A Cost-Effective IoT Assisted Framework For Automatic Irrigation -- Chapter 9. Constrained Optimization based Routing for Multipath and Multihop Propagation in WSN -- Chapter 10. Performance comparison of fuzzy logic and evolutionary algorithm optimized controller for a multi-area power system -- Chapter 11. Leveraging CNNs for real-time pothole detection -- Chapter 12. IoT Devices for Detecting and Machine Learning for Predicting COVID-19 Outbreak -- Chapter 13. Text Detection from Scene and Born Images: How Good is Tesseract? -- Chapter 14. Load Frequency Control Of Hybrid Power System Integrated With Solar-Thermal And Geothermal System -- Chapter 15. An Improved Stock Market Index Prediction System based on LSTM.
    Abstract: This book presents best selected research papers presented at the Third International Conference on Recent Trends in Communication and Intelligent Systems (ICRTCIS 2021), organized by Arya College of Engineering and IT, Jaipur, on 22-23 October 2021. It discusses the latest technologies in communication and intelligent systems, covering various areas of communication engineering, such as signal processing, VLSI design, embedded systems, wireless communications, and electronics and communications in general. Featuring work by leading researchers and technocrats, the book serves as a valuable reference resource for young researchers and academics as well as practitioners in industry.
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  • 34
    ISBN: 9789811934551
    Language: English
    Pages: 1 Online-Ressource(XVI, 254 p. 60 illus., 45 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Smart Innovation, Systems and Technologies 310
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Artificial intelligence. ; User interfaces (Computer systems). ; Human-computer interaction. ; Cooperating objects (Computer systems). ; Internet of things.
    Abstract: A Collaborative Intelligence Approach to Fighting COVID-19 False News: A Chinese case -- Empirical Study on the State of Practice of Information Security Management in Local Government -- A Hybrid Automatic Facial Expression Recognition Based on Convolutional Neuronal Networks and Support Vector Machines Techniques -- Patient and Therapist Model Attributes for Social Robot Stroke Therapies Based on Implicit Knowledge from Expert Interviews -- An Evolutionary Computing based Approach for Optimal Target Coverage in Wireless Sensor Networks -- Analysis of Business Practice and Opportunities in the Construction Industry of UAE In Comparison to Gulf States -- Role of Construction Industry in the Economic Transition Across the United Arab Emirates -- Transition to Electrical and Autonomous Vehicles in China -- The Adoption Appraisal of Autonomous Vehicles -- Keep Your Distance, Automated Driving Vehicle! - Toward an Accurate Localization Solutions for Automotive Applications.
    Abstract: The volume includes papers presented at the International KES Conference on Human Centred Intelligent Systems 2022 (KES HCIS 2022), held in Rhodes, Greece on June 20–22, 2022. This book highlights new trends and challenges in intelligent systems, which play an important part in the digital transformation of many areas of science and practice. It includes papers offering a deeper understanding of the human-centred perspective on artificial intelligence, of intelligent value co-creation, ethics, value-oriented digital models, transparency, and intelligent digital architectures and engineering to support digital services and intelligent systems, the transformation of structures in digital businesses and intelligent systems based on human practices, as well as the study of interaction and the co-adaptation of humans and systems.
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  • 35
    ISBN: 9789811694165
    Language: English
    Pages: 1 Online-Ressource(XV, 951 p. 400 illus., 318 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Lecture Notes on Data Engineering and Communications Technologies 114
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    Keywords: Computational intelligence. ; Artificial intelligence. ; Robotics.
    Abstract: The Extraction of Automated Vehicles Traffic Accident Factors and Scenarios using Real-World data -- Leaf Disease Identification in Rice Plants Using CNN Model -- Twitter Sentiment Analysis Based on Neural Network Techniques -- Enhanced Stock Market Prediction using Hybrid LSTM Ensemble -- Classifying Microarray Gene Expression Cancer Data using Statistical Feature Selection and Machine Learning Methods -- Pythagorean Fuzzy Information Measure with Application to Multicriteria Decision Making -- Developing an Improved Software Architecture Framework for Smart Manufacturing -- Intelligent Water Drops Algorithm Implementation using Mathematical Function -- A Study of Decision Tree Classifier to Predict Learner’s Progression -- An Overview of Blockchain and IoT in e-Healthcare System.
    Abstract: This book is a collection of selected papers presented at the Second Congress on Intelligent Systems (CIS 2021), organized by Soft Computing Research Society and CHRIST (Deemed to be University), Bengaluru, India, during September 4 – 5, 2021. It includes novel and innovative work from experts, practitioners, scientists, and decision-makers from academia and industry. It covers topics such as Internet of things, information security, embedded systems, real-time systems, cloud computing, big data analysis, quantum computing, automation systems, bio-inspired intelligence, cognitive systems, cyber physical systems, data analytics, data/web mining, data science, intelligence for security, intelligent decision making systems, intelligent information processing, intelligent transportation, artificial intelligence for machine vision, imaging sensors technology, image segmentation, convolutional neural network, image/video classification, soft computing for machine vision, pattern recognition, human–computer interaction, robotic devices and systems, autonomous vehicles, intelligent control systems, human motor control, game playing, evolutionary algorithms, swarm optimization, neural network, deep learning, supervised learning, unsupervised learning, fuzzy logic, rough sets, computational optimization, and neuro-fuzzy systems.
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  • 36
    ISBN: 9789811691133
    Language: English
    Pages: 1 Online-Ressource(XV, 933 p. 452 illus., 374 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Lecture Notes on Data Engineering and Communications Technologies 111
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Artificial intelligence. ; Robotics.
    Abstract: A Novel Feature Descriptor: Color Texture Description with Diagonal Local Binary Patterns Using New Distance Metric for Image Retrieval -- OntoINT: A Framework for Ontology Integration based on Entity Linking from Heterogenous Knowledge Sources -- Removal of Occlusion in Face Images Using Pix2pix Technique for Face Recognition -- Age, Gender and Emotion Estimation Using Deep Learning -- Qualitative classification of wheat grains using supervised learning -- Assessment of Attribution in Cyber Deterrence: A Fuzzy Entropy Approach -- A Deep Learning Approach for Plagiarism Detection System using BERT -- Performance Analysis of Machine Learning Algorithms for Website Anti-phishing -- Analysis and performance of JADE on Interoperability issues between two platform Languages -- Classification of Covid 19 Chest CT images using Optimized Deep Convolutional Generative Adversarial Network and deep CNN -- Model order reduction of Continuous time multi input multi output system using Sine Cosine Algorithm -- Optimizing an Inventory Routing Problem Using a Modified Tabu Search -- Forecasting stock market indexes through machine learning using technical analysis indicators and DWT -- An Empirical Study of Signal Transformation Techniques on Epileptic Seizures Using EEG Data -- Real-Time Segregation of Encrypted Data Using Entropy -- Improved Telugu Scene Text Recognition with Thin plate spline transform -- Limacon inspired PSO for LSSMTWTS problem.
    Abstract: This book is a collection of selected papers presented at the Second Congress on Intelligent Systems (CIS 2021), organized by Soft Computing Research Society and CHRIST (Deemed to be University), Bengaluru, India during September 4 – 5, 2021. It includes novel and innovative work from experts, practitioners, scientists and decision-makers from academia and industry. It covers topics such as Internet of Things, information security, embedded systems, real-time systems, cloud computing, big data analysis, quantum computing, automation systems, bio-inspired intelligence, cognitive systems, cyber physical systems, data analytics, data/web mining, data science, intelligence for security, intelligent decision making systems, intelligent information processing, intelligent transportation, artificial intelligence for machine vision, imaging sensors technology, image segmentation, convolutional neural network, image/video classification, soft computing for machine vision, pattern recognition, human computer interaction, robotic devices and systems, autonomous vehicles, intelligent control systems, human motor control, game playing, evolutionary algorithms, swarm optimization, neural network, deep learning, supervised learning, unsupervised learning, fuzzy logic, rough sets, computational optimization, and neuro fuzzy systems.
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  • 37
    ISBN: 9789811924521
    Language: English
    Pages: 1 Online-Ressource(XIII, 238 p. 129 illus., 69 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Smart Innovation, Systems and Technologies 298
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Signal processing. ; Artificial intelligence. ; Image processing—Digital techniques. ; Computer vision.
    Abstract: Using Meta Path Information to Adjust Embedded Recommendation System -- Study on Remote Sensing Retrieval of Land Surface Evapotranspiration in Poyang Lake Region in Typical Hydrological Year -- Development and Design of Surface Quality Online Inspection System Based on Machine Vision -- Research on the Application of Artificial Intelligence in Unstructured Data Resource Management of Power News Information -- Research on Image Quality Assessment of Vehicle Panoramic View Equipment -- An Experimental Study on Extraction Method of Tobacco Color Distribution Feature -- Intelligent Campus Blog Preprocessing Model -- Research on the Distribution Map of Weeds in Rice Field Based on SegNet -- Analysis and Application of Medical Images in the Field of Artificial Intelligence -- Terahertz Surface-Plasmon-Polaritons Gradient Index Lens -- Research on Artificial Intelligence System Design of Ideological and Political Education -- Research on Interactive Art Design System Based on Artificial Intelligence Technology -- Design of Automatic Verification System for Electronic Balance Based on Machine Vision -- Research on 3D Virtual Emotional Interaction Design Based on Network Digitization -- Application of Artificial Intelligence Technology in Marketing -- Research on Application of OpenGL-based Game Design -- Accuracy Analysis and Verification of Ground based Radar Differential Interferometry.
    Abstract: This book gathers selected papers presented at the conference “Advances in 3D Image and Graphics Representation, Analysis, Computing and Information Technology,” one of the first initiatives devoted to the problems of 3D imaging in all contemporary scientific and application areas. The two volumes of the book cover wide area of the aspects of the contemporary multidimensional imaging and outline the related future trends from data acquisition to real-world applications based on new techniques and theoretical approaches. This volume contains papers aimed at the multidimensional systems and signal processing, deep learning, mathematical approaches and the related applications. The related topics are multidimensional multi-component image processing; multidimensional image representation and super-resolution; compression of multidimensional spatio-temporal images; multidimensional image transmission systems; multidimensional signal processing; prediction and filtering of multidimensional process; intelligent multi-spectral and hyper-spectral image processing, intelligent multi-view image processing, 3D deep learning, 3D GIS and graphic database; data-based MD image retrieval and knowledge data mining; watermarking, hiding and encryption of MD images; intelligent visualization of MD images; forensic analysis systems for M3D graphics algorithm; 3D VR (Virtual Reality)/AR (Augmented Reality); applications of multidimensional signal processing; applications of multidimensional systems; multidimensional filters and filter-banks. .
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  • 38
    ISBN: 9789811924484
    Language: English
    Pages: 1 Online-Ressource(XIII, 260 p. 132 illus., 75 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Smart Innovation, Systems and Technologies 297
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Signal processing. ; Artificial intelligence. ; Image processing—Digital techniques. ; Computer vision.
    Abstract: Color Restoration of RGB-NIR Images in Low-light Environment Using CycleGAN -- A Novel Space Division Rough Set Model for Feature Selection -- Development of Mobile Food Recognition System Based on Deep Convolutional Network -- Image-Based Physics Rendering for 3D Surface Reconstruction: A Survey -- Network Intrusion Detection Based on Apriori-Kmeans Algorithm -- Global Analysis of Discrete S-I-R Models and S-I-S Systems -- Overview of SAR Image Change Detection Based on Segmentation -- Water Environmental Quality Assessment and Effect Prediction Based on Artificial Neural Network -- Full-Focus Imaging Detection of Ship Ultrasonic Phased Array Based on Directivity Function -- Longitudinal Structure Analysis and Segmentation Algorithm of Dongba Document -- Image Recognition Methods Based on Deep Learning -- Insulator Detection Study Based on Improved Faster-RCNN -- Comparative Analysis of Automatic Poetry Generation Systems Based on Different Recurrent Neural Networks -- Grid False Data Intrusion Detection Method Based on Edge Computing and Federated Learning -- Research on the Simulation of Informationized Psychological Sand Table Based on 3D Scene -- Innovative Design of Traditional Arts and Crafts Based on 3D Digital Technology -- Citrus Positioning Method Based On Camera And Lidar Data Fusion -- Research on Graphic Design of Digital Media Art based on Computer Aided Algorithm -- Ore Detection Method Based on YOLOv4.
    Abstract: This book gathers selected papers presented at the conference “Advances in 3D Image and Graphics Representation, Analysis, Computing and Information Technology,” one of the first initiatives devoted to the problems of 3D imaging in all contemporary scientific and application areas. The two volumes of the book cover wide area of the aspects of the contemporary multidimensional imaging and outline the related future trends from data acquisition to real-world applications based on new techniques and theoretical approaches. This volume contains papers devoted to the theoretical representation and analysis of the 3D images. The related topics included are 3D image transformation, 3D tensor image representation, 3D content generation technologies, 3D graphic information processing, VR content generation technologies, multi-dimensional image processing, dynamic and auxiliary 3D displays, VR/AR/MR device, VR camera technologies, 3D imaging technologies and applications, 3D computer vision, 3D video communications, 3D medical images processing and analysis, 3D remote sensing images and systems, deep learning for image restoration and recognition, neural networks for MD image processing, etc.
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  • 39
    ISBN: 9789811921308
    Language: English
    Pages: 1 Online-Ressource(XXXIII, 1220 p. 546 illus., 433 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Lecture Notes in Networks and Systems 461
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    Keywords: Computational intelligence. ; Artificial intelligence. ; Image processing—Digital techniques. ; Computer vision. ; Machine learning.
    Abstract: A Design of Frequency Encoded Dibit-Based Inhibitor Logic Using Reflective Semiconductor Optical Amplifier with Simulative Verification -- Ocean Surface Pollution Detection: Applicability Analysis of V-Net with Data Augmentation for Oil Spill and Other Related Ocean Surface Feature Monitoring -- Simulation and Investigations of I-shaped Patch Antenna with Induced SIW and Slit for S and C Bands Radar Applications -- Road Network Extraction from Satellite Images Using Deep Learning -- An Evolutionary Online Motion Planning of Car-Like Mobile Robots with Velocity Obstacles.
    Abstract: This book gathers selected research papers presented at the Third International Conference on Communication and Intelligent Systems (ICCIS 2021), organized by National institute of Technology, Delhi, India, during December 18–19, 2021. This book presents a collection of state-of-the-art research work involving cutting-edge technologies for communication and intelligent systems. Over the past few years, advances in artificial intelligence and machine learning have sparked new research efforts around the globe, which explore novel ways of developing intelligent systems and smart communication technologies. The book presents single- and multi-disciplinary research on these themes in order to make the latest results available in a single, readily accessible source.
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  • 40
    ISBN: 9783030805715
    Language: English
    Pages: 1 Online-Ressource(XII, 237 p. 80 illus., 53 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Learning and Analytics in Intelligent Systems 22
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Artificial intelligence.
    Abstract: Chapter 1: Advances in Artificial Intelligence Tools and Methodologies -- Chapter 2: Advances in Artificial Intelligence-based Applications and Services -- Chapter 3: Theoretical Advances in Computation and System Modeling.
    Abstract: With the 4th Industrial Revolution ongoing and human societal organization being restructured into, so-called, “Society 5.0”, the field of Artificial Intelligence and related technologies is growing continuously and rapidly, developing in both itself and towards applications in many other disciplines. Researchers worldwide aim at incorporating cognitive abilities into machines, such as learning and problem solving. When machines and software systems have been enhanced with Artificial Intelligence components, they become better and more efficient at performing tasks. Consequently, Artificial Intelligence stands out as a research discipline due to its worldwide pace of growth in both theoretical advances and areas of application, while achieving very high rates of success and promising major impact in science, technology and society. The book at hand aims at exposing its readers to some of the most significant Advances in Artificial Intelligence Theory, Tools and Methodologies as well as Artificial Intelligence-based Applications and Services. The book consists of an editorial note and an additional eleven (11) chapters, all invited from authors who work on the corresponding chapter theme and are recognized for their significant research contributions. In more detail, the chapters in the book are organized into three parts, namely (i) Advances in Artificial Intelligence Tools and Methodologies, (ii) Advances in Artificial Intelligence-based Applications and Services, and (iii) Theoretical Advances in Computation and System Modeling. This research book is directed towards professors, researchers, scientists, engineers and students in Artificial Intelligence-related disciplines. It is also directed towards readers who come from other disciplines and are interested in becoming versed in some of the most recent Artificial Intelligence-based technologies. An extensive list of bibliographic references at the end of each chapter guides the readers to probe further into the application areas of interest to them.
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  • 41
    ISBN: 9783030791612
    Language: English
    Pages: 1 Online-Ressource(XVII, 456 p. 154 illus., 133 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Intelligent Systems Reference Library 211
    Series Statement: Springer eBook Collection
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Biomedical engineering. ; Health informatics.
    Abstract: Advances in artificial intelligence for the identification of epileptiform discharges -- Characterizing EEG electrodes in directed functional brain networks using normalized transfer entropy and page rank -- Autistic verbal behaviour language parameterization -- Case studies to demonstrate real-world applications in ophthalmic image analysis -- Segmentation of petri plate images for automatic reporting of urine culture tests -- Repurposing routine imaging for cancer biomarker discovery using machine learning.
    Abstract: This handbook on Artificial Intelligence (AI) in healthcare consists of two volumes. The first volume is dedicated to advances and applications of AI methodologies in specific healthcare problems, while the second volume is concerned with general practicality issues and challenges and future prospects in the healthcare context. The advent of digital and computing technologies has created a surge in the development of AI methodologies and their penetration to a variety of activities in our daily lives in recent years. Indeed, researchers and practitioners have designed and developed a variety of AI-based systems to help advance health and well-being of humans. In this first volume, we present a number of latest studies in AI-based tools and techniques from two broad categories, viz., medical signal, image, and video processing as well as healthcare information and data analytics in Part 1 and Part 2, respectively. These selected studies offer readers practical knowledge and understanding pertaining to the recent advances and applications of AI in the healthcare sector.
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  • 42
    ISBN: 9783030971960
    Language: English
    Pages: 1 Online-Ressource(IX, 582 p. 291 illus., 189 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Proceedings in Adaptation, Learning and Optimization 15
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Computer vision. ; Image processing—Digital techniques.
    Abstract: Handwritten Bengali Digit Classification using Deep Learning -- IOT Based COVID Patient Health Monitoring System In Quarantine -- Self-attention Convolution for Sparse to Dense Depth Completion -- Using Algorithm in Parametric Design as an Approach to Inspire Nature in Architectural Design -- Docker Container Orchestration Management in Cloud Computing -- Locally Weighted Mean Phase Angle (LWMPA) Based Tone Mapping Quality Index.
    Abstract: This book gathers outstanding research papers presented at the International Conference on Intelligent Vision and Computing (ICIVC 2021), held online during October 03–04, 2021. ICIVC 2021 is organised by Sur University, Oman. The book presents novel contributions in intelligent vision and computing and serves as reference material for beginners and advanced research. The topics covered are intelligent systems, intelligent data analytics and computing, intelligent vision and applications collective intelligence, soft computing, optimization, cloud computing, machine learning, intelligent software, robotics, data science, data security, big data analytics, and signal natural language processing.
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