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  • BSZ  (13)
  • Online Resource  (13)
  • Bhattacharyya, Siddhartha  (13)
  • Singapore : Imprint: Springer  (13)
  • Wiesbaden : VS Verlag für Sozialwissenschaften
  • 1
    Online Resource
    Online Resource
    Human-Centric Smart Computing : Proceedings of ICHCSC 2023 (2024)
    Singapore : Springer Nature Singapore | Singapore : Imprint: Springer
    Details
    ISBN: 9789819977116
    Language: English
    Pages: 1 Online-Ressource(XXX, 703 p. 307 illus., 254 illus. in color.)
    Edition: 1st ed. 2024.
    Series Statement: Smart Innovation, Systems and Technologies 376
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; User interfaces (Computer systems). ; Human-computer interaction. ; Artificial intelligence ; Computer networks
    Abstract: Registration of CT Images of Lung Using Fireworks Algorithm -- Exploring Microinteractions in Human–Computer Interaction: Design Principles, Types, and User Experience -- Opinion Mining-Based Predictive Model Based on Social Media Responses -- Quantifying the Impact and Growth of Smart Innovation, Systems and Technology: A Bibliometric Approach Mapping the Research Landscape Over 12 Years -- Decomposition into Multi-Objective Fronts: A Pivot-Based Deterministic Non-dominated Sorting Approach -- Currency Recognition App for Blind People.
    Abstract: This book includes high-quality research papers presented at the Second International Conference on Human-Centric Smart Computing (ICHCSC 2023), organized by the University of Engineering and Management, Jaipur, India, on 5–6 July 2023 in New Delhi, India. The topics covered in the book are human-centric computing, hyper connectivity, and data science. The book presents innovative work by leading academics, researchers, and experts from industry.
    DOI: 10.1007/978-981-99-7711-6
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    BSZ
    MPI Ethno. Forsch.
  • 2
    Online Resource
    Online Resource
    Recent Trends in Intelligence Enabled Research : Selected Papers of Fourth Doctoral Symposium, DoSIER 2022 (2023)
    Singapore : Springer Nature Singapore | Singapore : Imprint: Springer
    Details
    ISBN: 9789819914722
    Language: English
    Pages: 1 Online-Ressource(XXVIII, 282 p. 129 illus., 102 illus. in color.)
    Edition: 1st ed. 2023.
    Series Statement: Advances in Intelligent Systems and Computing 1446
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Artificial intelligence. ; Internet of things. ; Big data.
    Abstract: Rules Extraction Methods from Neural Networks -- Quality Analysis of the Ganges River Water Utilizing Machine Learning Technologies -- Eye-Tracking Movements – A Comparative Study -- Cybersecurity Imminent Threats with Solutions in Higher Education -- A two-level fuzzy model for filtering signals of the automatic dependent surveillance-broadcast -- Towards More Robust Multiclass Aerial Solar Panel Detection and Classification -- PlantML: Some Aspects of Investigation on Deployment of Machine Learning Algorithm for Detection and Classification of Plants -- Big Data Analytics Based Recommendation System Using Ensemble Model -- Uncertainty Management in Brain Data for Olfactory Perceptual-Ability Assessment of Human Subjects by General Type-2 Fuzzy Reasoning -- Checkpoint based Round-robin Scheduling Technique towards Fault Tolerant Resource Management in Cloud Computing -- Cost Optimised Community-Based Influence Maximization -- A Novel Model for Automated Identification of Terrestrial Species -- Fish Detection from Underwater images using YOLO and its Challenges -- Design and Realization of an IoT Based System for Real-Time Monitoring Of Embryo Culture Conditions in IVF CO2 Incubators -- FPGA Implementations and Performance Analysis of Different routing Algorithms for the 2D-Mesh Network-on-Chip -- A Comparative Analysis of Non-Gradient Methods of Class Activation Mapping -- Deep Learning based Weight Initialization on Multi-layer Perceptron for Image Recognition -- Assessment of Air Quality as a Positive Impact of COVID-19 Lockdown with reference to an Industrial City and a Populated City of India -- Applications of Big Data in Various Fields: A Survey -- Performance Analysis of Healthcare Information in Big Data NoSql platform -- IoT Based Smart Internet Protocol Camera for Examination Monitoring -- Efficient Low Complexity Message Passing Algorithm for Massive MIMO Detection -- An Effective Community-Based Greedy Approach over Selected Communities for Influence Maximization.
    Abstract: This book gathers extended versions of papers presented at DoSIER 2022 (Fourth Doctoral Symposium on Intelligence Enabled Research, held at Cooch Behar Government Engineering College, West Bengal, India, during 22–23 December 2022). The papers address the rapidly expanding research area of computational intelligence, which, no longer limited to specific computational fields, has since made inroads in signal processing, smart manufacturing, predictive control, robot navigation, smart cities, and sensor design, to name but a few. Presenting chapters written by experts active in these areas, the book offers a valuable reference guide for researchers and industrial practitioners alike and inspires future studies.
    DOI: 10.1007/978-981-99-1472-2
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    BSZ
    MPI Ethno. Forsch.
  • 3
    Online Resource
    Online Resource
    Intelligent Human Centered Computing : Proceedings of HUMAN 2023 (2023)
    Singapore : Springer Nature Singapore | Singapore : Imprint: Springer
    Details
    ISBN: 9789819934782
    Language: English
    Pages: 1 Online-Ressource(XXX, 400 p. 221 illus., 177 illus. in color.)
    Edition: 1st ed. 2023.
    Series Statement: Springer Tracts in Human-Centered Computing
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Application software. ; Machine learning.
    Abstract: An Intelligent Approach for Brain Tumor Classification using different CNN Variants -- Effective Estimation of Relationship Strength among Facebook Users Applying Pearson Correlation and Jaccard’s Coefficient -- Taxonomy of music genre using machine intelligence from feature melting technique -- Optimization of intraday trading in F&O on the NSE utilizing BOLLINGER BANDS -- Identification of mental state through speech using a deep learning approach -- Intellectual Property in Human Genomics in India -- Performance of Automated Machine Learning with Neural Network Estimators for the Classification of PCOS -- Job Recommendation a Hybrid Approach Using Text Processing -- A study to investigate the existence of monolexemic colour terms in Dravidian languages: A visual psychophysics approach -- Deep Artificial Neural Network based Blind Color Image Watermarking -- IoT Based Automatic Temperature Screening & Alert System for Symptomatic COVID-19 Detection -- Boosting machine learning algorithm to classify road conditions for maintenance strategy of flexible pavements -- Hyper parameterized LSTM models for predicting NSE intraday bias based on global market trends -- Malicious URL Classification using Machine Learning -- Prognostic stage classification for invasive breast cancer by analysing affected lymph node -- Survey of Task Scheduling algorithms for Minimizing Energy in a Cloud Computing Environment -- Human Stress Detection from SWCT EEG Data Using Optimised Stacked Deep Learning Model -- Impact of Carbon emission policies on an imperfect EOQ model under cloud fuzzy environment -- Rule-based investigation on positive change in air quality at Kolkata during lockdown period due to covid-19 pandemic -- Performance Analysis of Professional Higher Education Programmes Driven by Students Perception: A Latent Variable Computation Model for Industry 5.0 -- Graph Based Zero Shot Adverse Drug Reaction Detection From Social Media Reviews Using GPT-Neo -- Digital Twin for Industry 5.0: Concept, Methodologies, and Applications -- Application of Machine Learning Technology for Screening of Mental Health Disorder -- Novel Machine Learning Techniques for Diabetes Prediction -- Analysis of BLER and throughput during the coexistence of two 5G NR -- An Assessment of Forest Fire Dataset using Soft Computing Technique -- Predicting the data science employability rate using data mining techniques -- Classification of Online Fake News Using N-Gram Approach and Machine Learning Techniques -- An Edge Assisted Robust Smart Traffic Management and Signalling System for Guiding Emergency Vehicles During Peak Hours -- Patent Analysis on Artificial Intelligence in Food Industry: Worldwide Present Scenario -- Research of the influence of the fuzzy rules number on the learning of a neuro-fuzzy system -- Optimization of Traffic Flow Based on Periodic Fuzzy Graphs -- ChatGPT: A OpenAI Platform for Society 5.0.
    Abstract: This book features high-quality research papers presented at the First Doctoral Symposium on Human Centered Computing (HUMAN 2023), jointly organized by Computer Society of India, Kolkata Chapter and Techno India University, West Bengal, on February 25, 2023. This book discusses the topics of modern human centered computing and its applications. The book showcases the fusion of human sciences (social and cognitive) with computer science (human–computer interaction, signal processing, machine learning, and ubiquitous computing).
    DOI: 10.1007/978-981-99-3478-2
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    BSZ
    MPI Ethno. Forsch.
  • 4
    Online Resource
    Online Resource
    Confluence of Artificial Intelligence and Robotic Process Automation (2023)
    Singapore : Springer Nature Singapore | Singapore : Imprint: Springer
    Details
    ISBN: 9789811982965
    Language: English
    Pages: 1 Online-Ressource(XXI, 406 p. 117 illus., 63 illus. in color.)
    Edition: 1st ed. 2023.
    Series Statement: Smart Innovation, Systems and Technologies 335
    Parallel Title: Erscheint auch als
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    Keywords: Business—Data processing. ; Control engineering. ; Robotics. ; Automation. ; Artificial intelligence. ; Blockchains (Databases). ; Business
    Abstract: Chapter 1. Intelligent Automation Framework using AI and RPA: An Introduction -- Chapter 2. Role of RPA in Intelligent Auditing -- Chapter 3. Impact of AI and RPA in Banking -- Chapter 4. Robotic Process Automation: The key to Reviving the Supply Chain Processes -- Chapter 5. Intelligent Document Processing in end-to-end RPA contexts: a systematic literature review -- Chapter 6. Challenges in Banking and Solving them using RPA -- Chapter 7. Robotic Process Automation in Healthcare -- Chapter 8. Intellectual Property Management in Healthcare Using Robotic Process Automation during Covid-19 -- Chapter 9. RPA Revolution in the Healthcare Industry during COVID-19 -- Chapter 10. Importance of Artificial Intelligence (AI) and Robotic process automation (RPA) in the Banking Industry: A study from an Indian perspective -- Chapter 11. Integration of RPA and AI in Industry 4.0 -- Chapter 12. A Comprehensive Review on Artificial Intelligence (AI) and Robotic Process Automation (RPA) for the development of Smart Cities -- Chapter 13. The Existing IT Functions and Robotics Process Automation -- Chapter 14. RPA Adoption in Healthcare Application -- Chapter 15. Cognitive IoT meets Robotic Process Automation: The Unique Convergence revolutionizing Digital Transformation in the Industry 4.0 era -- Chapter 16. Confluence of Artificial Intelligence and Robotic Process Automation: Concluding Remarks. .
    Abstract: This book provides a detailed insight into Robotic Process Automation (RPA) technologies linked with AI that will help organizations implement Industry 4.0 procedures. RPA tools enhance their functionality by incorporating AI objectives, such as use of artificial neural network algorithms, text mining techniques, and natural language processing techniques for information extraction and the subsequent process of optimization and forecasting scenarios for the purpose of improving an organization's operational and business processes. The target readers of this book are researchers, professors, graduate students, scientists, policymakers, professionals, and developers working in the IT and ITeS sectors, i.e. people who are working on emerging technologies. This book also provides insights and decision support tools necessary for executives concerned with different industrial and organizational automation-centric jobs, knowledge dissemination, information, and policy development for automation in different educational, government, and non-government organizations. This book is of special interest to college and university educators who teach AI, machine learning, blockchain, business intelligence, cognitive intelligence, and brain intelligence courses in different capacities.
    DOI: 10.1007/978-981-19-8296-5
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    BSZ
    MPI Ethno. Forsch.
  • 5
    Online Resource
    Online Resource
    Human-Centric Smart Computing : Proceedings of ICHCSC 2022 (2023)
    Singapore : Springer Nature Singapore | Singapore : Imprint: Springer
    Details
    ISBN: 9789811954030
    Language: English
    Pages: 1 Online-Ressource(XXII, 393 p. 143 illus., 115 illus. in color.)
    Edition: 1st ed. 2023.
    Series Statement: Smart Innovation, Systems and Technologies 316
    Parallel Title: Erscheint auch als
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    Keywords: Artificial intelligence—Data processing. ; Computational intelligence. ; User interfaces (Computer systems). ; Human-computer interaction. ; Data mining. ; Artificial intelligence
    Abstract: Breast MRI Registration Using Gorilla Troops Optimization -- Forward and Backward Key Secrecy Pre-servation Scheme for Medical Internet of Things -- Systematic Study of Detection Mechanism for Network Intrusion in Cloud, Fog & Internet-of-Things using Deep Learning -- Workload Prediction of Virtual Machines Using Integrated Deep Learning Approaches over Cloud Data Centers -- Performance Analysis of Reversible Full Adders in Noisy Intermediate Scale Quantum (NISQ) Devices -- Automatic Gas Leakage Detection, Control and Emergency Notification System -- Mining Frequent Patterns from Temporal Dataset Using Backtracking Search Tree of GenMax Algorithm -- A Brief Review on the Role of Blockchain in Supply Chain Management -- Biometric Assisted Multi-Modal Encryption Key for Secured FHSS Communication -- Classification of Swarm Collective Motion Using Machine Learning -- An axiomatic analysis for object detection and recognition using deep learning -- Search Engine Optimization for Digital Marketing to Raise the Rank, Traffic and Usability of the Website -- Applicability of Search Engine Optimization for WP (WordPress) website -- Post Covid Corona Virus Anxiety Among University Students in Odisha India -- Solar Driven Water Desalination Technology-A Case Study -- Optimal Path Planning with Smart Energy Management Techniques using Dijkstra’s Algorithm -- Disguise Face classification Using EfficientNet Deep learning -- Classification of Denial-of-Service Attacks in IoT Networks Using AlexNet -- MultiStrategy Algorithmic Trader Proposed System -- Gait Feature Processing for Automated Human Gender Recognition.
    Abstract: This book includes high-quality research papers presented at the First International Conference on Human-Centric Smart Computing (ICHCSC 2022), organized by the University of Engineering and Management, Jaipur, India, on 27–29 April 2022. The topics covered in the book are human-centric computing, hyper connectivity, and data science. The book presents innovative work by leading academics, researchers, and experts from industry.
    DOI: 10.1007/978-981-19-5403-0
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    BSZ
    MPI Ethno. Forsch.
  • 6
    Online Resource
    Online Resource
    International Conference on Innovative Computing and Communications : Proceedings of ICICC 2021, Volume 3 (2022)
    Singapore : Springer Singapore | Singapore : Imprint: Springer
    Details
    ISBN: 9789811630712
    Language: English
    Pages: 1 Online-Ressource(XXXII, 893 p. 389 illus., 285 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Advances in Intelligent Systems and Computing 1394
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Artificial intelligence. ; Electrical engineering.
    Abstract: Chapter 1. Explanation Based Serendipitous Recommender System (EBSRS) -- Chapter 2. Introduction of feature selection and leading-edge technologies viz. TENSORFLOW, PYTORCH and KERAS: An empirical study to improve prediction accuracy of cardiovascular disease -- Chapter 3. Campus Placement Prediction System using Deep Neural Networks -- Chapter 4. Intensity of Traffic Due to Road Accidents in USA: A Predictive Model -- Chapter 5. Credit Card Fraud Detection using Blockchain and Simulated Annealing k-means Algorithm -- Chapter 6. Improving Accuracy of Deep Learning Based Compression Techniques by Introducing Perceptual Loss in Industrial IoT -- Chapter 7. Characterization and Prediction of Various Issue Types: A Case Study on the Apache Lucene System -- Chapter 8. Heart Disease prediction using Machine Learning Techniques: A Quantitative Review -- Chapter 9. Enhancing CNN with Pre-processing Stage in Illumination Invariant Automatic Expression Recognition -- Chapter 10. An Expert Eye for Identifying Shoplifters in Mega Stores -- Chapter 11. Sanskrit Stemmer Design : A Literature Perspective -- Chapter 12. Predicting Prior Academic Failure of Students’ using Machine Learning Approach -- Chapter 13. Deep Classifier for News Text Classification using Topic Modelling Approach -- Chapter 14. Forecasting covid-19 cases using Deep CNN LSTM model -- Chapter 15. Multi-resolution video steganography technique based on Stationary wavelet transform (SWT) and Singular value decomposition (SVD) -- Chapter 16. A novel Dual Threshold Weighted Feature Detection for Spectrum Sensing in 5G systems -- Chapter 17. A Systematic Review On Various Attack Detection Methods For Wireless Sensor Networks -- Chapter 18. Electronic Beam Steering in Timed Antenna Array by Controlling the Harmonic Patterns with Optimally Derived Pulse-Shifted Switching Sequence -- Chapter 19. Classification of attacks on MQTT based IoT system using Machine learning techniques -- Chapter 20. Encrypted Traffic Classification using eXtreme Gradient Boosting algorithm -- Chapter 21. Analyzing Natural Language Essay Generator Models using Long Short Term Memory Neural Networks -- Chapter 22. Performance Evaluation of GINI Index and Information Gain Criteria on Geographical Data: An Empirical Study Based on JAVA and Python.
    Abstract: This book includes high-quality research papers presented at the Fourth International Conference on Innovative Computing and Communication (ICICC 2021), which is held at the Shaheed Sukhdev College of Business Studies, University of Delhi, Delhi, India, on February 20–21, 2021. Introducing the innovative works of scientists, professors, research scholars, students and industrial experts in the field of computing and communication, the book promotes the transformation of fundamental research into institutional and industrialized research and the conversion of applied exploration into real-time applications.
    DOI: 10.1007/978-981-16-3071-2
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    BSZ
    MPI Ethno. Forsch.
  • 7
    Online Resource
    Online Resource
    Proceedings of Data Analytics and Management : ICDAM 2021, Volume 1 (2022)
    Singapore : Springer Singapore | Singapore : Imprint: Springer
    Details
    ISBN: 9789811662898
    Language: English
    Pages: 1 Online-Ressource(XXIV, 825 p. 346 illus., 247 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Lecture Notes on Data Engineering and Communications Technologies 90
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Computer communication systems. ; Statistics . ; Computer security.
    Abstract: Psychological stress and mental health among seafarers -- Real Time Face-Mask Detection and Analysis System -- Gait Recognition Biometric System -- Fighting Media Hyper-partisanship with Modern Language Representation Models -- ANN Based Handwritten Digit Recognition and Equation Solver -- Hyperspectral Imaging in Document Forgery -- Optimized Usability Features of Academic Websites using Chicken Swarm and Cat Swarm Optimization Algorithm -- Study and Development of Self Sanitizing Smart Elevator -- Predict COVID-19 with Chest X-ray -- Image Segmentation Techniques: A Survey -- Quantum Inspired Support Vector Machines for Human Activity Recognition in Industry 4.0 -- Hybrid System based on Genetic Algorithm and Neuro-Fuzzy Approach for Neurodegenerative Disease Forecasting -- Decentralized Library Management system using Blockchain technology -- Content based Image Retrieval using Deep Learning -- A Deep Learning-Based Feature Extraction Model for Classification Brain Tumor -- Image Classification in Python using Keras -- Predictive Analytics on E-commerce Annual Sales -- A Survey on Deep Learning Methods in Image Analytics -- Journey of Letters to Vectors through Neural Networks -- Accident Risk Prediction and Location Tracking of a Vehicle using Real-Time Data Acquisition from Vehicle Sensors -- Data Augmentation and Fine Tuning the radiography images to detect COVID-19 patients with pre-trained network of Transfer Learning -- Index Optimization using Wavelet Tree and Compression.
    Abstract: This book includes original unpublished contributions presented at the International Conference on Data Analytics and Management (ICDAM 2021), held at Jan Wyzykowski University, Poland, during June 2021. The book covers the topics in data analytics, data management, big data, computational intelligence, and communication networks. The book presents innovative work by leading academics, researchers, and experts from industry which is useful for young researchers and students.
    DOI: 10.1007/978-981-16-6289-8
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    BSZ
    MPI Ethno. Forsch.
  • 8
    Online Resource
    Online Resource
    Blockchain based Internet of Things (2022)
    Singapore : Springer Singapore | Singapore : Imprint: Springer
    Details
    ISBN: 9789811692604
    Language: English
    Pages: 1 Online-Ressource(XIX, 300 p. 122 illus., 87 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Lecture Notes on Data Engineering and Communications Technologies 112
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Internet of things. ; Blockchains (Databases).
    Abstract: Introduction to Blockchain Based Internet of Things for Industry 5.0 -- Blockchain Based Internet of Things: Challenges and Opportunities -- Challenges and Issues in Blockchain Based IoT Services -- Blockchain for IoT Based Cyber - Physical Systems (CPS): Applications and Challenges -- Blockchain in IoT and Beyond: Case studies on Interoperability and Privacy.
    Abstract: The book is aimed to foster knowledge based on Blockchain technology highlighting on the framework basics, operating principles and different incarnations. The fundamental problems encountered in existing blockchain architectures and means for removing those would be covered. It would also touch upon blockchain based IoT systems and applications. The book covers applications and use cases of blockchain technology for industrial IoT systems. In addition, methods for inducing computational intelligence into existing blockchain frameworks thereby thwarting most of the limitations are also discussed. The readers would benefit from the rich technical content in this rapidly emerging field thereby enabling a skilled workforce for the future.
    DOI: 10.1007/978-981-16-9260-4
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    BSZ
    MPI Ethno. Forsch.
  • 9
    Online Resource
    Online Resource
    International Conference on Innovative Computing and Communications : Proceedings of ICICC 2021, Volume 1 (2022)
    Singapore : Springer Singapore | Singapore : Imprint: Springer
    Details
    ISBN: 9789811625947
    Language: English
    Pages: 1 Online-Ressource(XXI, 887 p. 449 illus., 322 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Advances in Intelligent Systems and Computing 1387
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Artificial intelligence. ; Electrical engineering.
    Abstract: Building Virtual High-Performance Computing Clusters with Docker: An Application Study at the University of Economics Ho Chi Minh City -- Implementing Multilevel Graphical Password Authentication Scheme in Combination with One Time Password -- Application of Noise Reduction Techniques to Improve Speaker Verification to Multi-Speaker Text-to-Speech Input -- Utilization of Machine Learning Algorithms for Thyroid Disease Prediction -- Detection of Hepatitis C Virus Progressed Patient’s Liver Condition Using Machine Learning -- Energy Performance Prediction of Residential Buildings Using Non-Linear Machine Learning Technique -- Prioritizing Python Code Smells for Efficient Refactoring Using Multi-Criteria Decision-Making Approach.
    Abstract: This book includes high-quality research papers presented at the Fourth International Conference on Innovative Computing and Communication (ICICC 2021), which is held at the Shaheed Sukhdev College of Business Studies, University of Delhi, Delhi, India, on February 20–21, 2021. Introducing the innovative works of scientists, professors, research scholars, students and industrial experts in the field of computing and communication, the book promotes the transformation of fundamental research into institutional and industrialized research and the conversion of applied exploration into real-time applications. .
    DOI: 10.1007/978-981-16-2594-7
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    BSZ
    MPI Ethno. Forsch.
  • 10
    Online Resource
    Online Resource
    International Conference on Innovative Computing and Communications : Proceedings of ICICC 2021, Volume 2 (2022)
    Singapore : Springer Singapore | Singapore : Imprint: Springer
    Details
    ISBN: 9789811625978
    Language: English
    Pages: 1 Online-Ressource(XXI, 830 p. 364 illus., 282 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Advances in Intelligent Systems and Computing 1388
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Artificial intelligence. ; Electrical engineering.
    Abstract: Automatic Removal of Eye Blink Artefacts from EEG Data using Spatio-Temporal Features -- Autoencoder Based Model for Detecting Accounting Statement Fraud -- Increase In Mental Health Cases Post Covid Outbreak -- A Data Mining Approach to Anticipate Fear of Human's Mind During COVID-19 Outbreaks -- Evolutionary Algorithms for Face Recognition with Mask -- Stock Price Prediction using Reinforcement Learning -- Forecasting of PM10 using Intelligent Crow Search Algorithm tuned Feed Forward Neural Network -- A Hybrid Fusion Based Algorithm for Underwater Image Enhancement using Fog Aware Density Evaluator and Mean Saturation -- Computer Vision with Deep Learning Techniques for Neurodegenerative Diseases Analysis using Neuroimaging: A Survey -- Implementation of A Smart Helmet with Alcohol and Fall Detection and Navigation System.
    Abstract: This book includes high-quality research papers presented at the Fourth International Conference on Innovative Computing and Communication (ICICC 2021), which is held at the Shaheed Sukhdev College of Business Studies, University of Delhi, Delhi, India, on February 20–21, 2021. Introducing the innovative works of scientists, professors, research scholars, students and industrial experts in the field of computing and communication, the book promotes the transformation of fundamental research into institutional and industrialized research and the conversion of applied exploration into real-time applications.
    DOI: 10.1007/978-981-16-2597-8
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    BSZ
    MPI Ethno. Forsch.
  • 11
    Online Resource
    Online Resource
    Proceedings of Data Analytics and Management : ICDAM 2021, Volume 2 (2022)
    Singapore : Springer Singapore | Singapore : Imprint: Springer
    Details
    ISBN: 9789811662850
    Language: English
    Pages: 1 Online-Ressource(XXIV, 859 p. 430 illus., 329 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Lecture Notes on Data Engineering and Communications Technologies 91
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Computer communication systems. ; Statistics . ; Computer security.
    Abstract: CNN Based Feature Extraction for Visual Speech Recognition in Malayalam -- Effective Rate of Minority Class Over-Sampling for Maximizing the Imbalanced Dataset -- Spectral Efficiency Analysis of Massive MIMO -- Dental Cavity Detection using YOLO -- Development of Data Set for Automatic News Telecast System for Deaf Using ISL Videos -- A Comprehensive Survey on Content Based Image Retrieval using Machine Learning -- Machine Learning Techniques for Keystroke Dynamics -- Artificial Neural Network Approach for Multimodal Biometric Authentication System -- Malware Classification and Defence Against Adversarial Attacks -- Test Suite minimization based upon CMIMX and ABC -- Comparative Analysis on Machine Learning Methodologies for the Effective Usage of Medical WSNs -- Convolutional Neural Networks for Malaria Image Classification -- Plant Leaf Disease Identification and Prescription Suggestion Using Deep Learning -- Efficient Spectrum Allocation in Wireless Networks Using Channel Aggregation Fragmentation with Reservation Channels -- Toxic Comment Classification using Bi-Directional GRUs & CNN -- Climate Dependent Crop Management through Data Modeling -- Translate2Classify: Machine Translation for E-Commerce Product Categorization in comparison to Machine Learning & Deep Learning Classification -- Multimodal Biometric Authentication by Slap Swarm based Score Level Fusion -- Hybrid Metaheuristic Algorithm based Clustering with Multi-hop Routing Protocol for Wireless Sensor Networks.
    Abstract: This book includes original unpublished contributions presented at the International Conference on Data Analytics and Management (ICDAM 2021), held at Jan Wyzykowski University, Poland, during June 2021. The book covers the topics in data analytics, data management, big data, computational intelligence, and communication networks. The book presents innovative work by leading academics, researchers, and experts from industry which is useful for young researchers and students.
    DOI: 10.1007/978-981-16-6285-0
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  • 12
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    Online Resource
    Multi Agent Systems : Technologies and Applications towards Human-Centered (2022)
    Singapore : Springer Nature Singapore | Singapore : Imprint: Springer
    Details
    ISBN: 9789811904936
    Language: English
    Pages: 1 Online-Ressource(XV, 227 p. 77 illus., 52 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Springer Tracts in Human-Centered Computing
    Parallel Title: Erscheint auch als
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    Keywords: Computational intelligence. ; Multiagent systems. ; User interfaces (Computer systems). ; Human-computer interaction. ; Internet of things.
    Abstract: Introduction to Multi-Agent Systems -- Human-Computer Interactions through Multi-Agent Systems: Design and Implementations -- Social Behavior and Reasoning Through Multi Agent Systems -- Prevalence of Multi Agent System Consensus in Cloud Computing -- The Role of Multi Agent Systems in IoT -- Agent based Human Supportive Applications -- Multi Agent System Applications in Healthcare: A Survey -- Applications of Multi Agent Systems in Intelligent Healthcare -- Multi Agent Reinforcement Learning for Stock Market Strategy Analysis -- Multi-Agent Systems: Future Initiatives.
    Abstract: The book presents latest multi-agent technologies in human-centered computing (HCC) to provide a new research direction to enrich the human socio computations. Nowadays, the research in the field of multi-agent system (MAS) has gained a wide spread recognition due to its interdisciplinary nature and a vast versatile application domain including engineering, social science, economics, mathematics, operational research, etc. It has been proved that agents in MAS are the most appropriate technological paradigm for providing the most optimal solution for different kinds of complex real world problems that may be industrial or it might be specifically related to social problems. Keeping these features in mind, we planned to tune the research of latest multi-agent technologies and tried to compose its effect on HCC corridor. The primary audience of this book are research students of computer science, information technology and it will be also very helpful for software professionals to get developmental ideas to boost their computing activities.
    DOI: 10.1007/978-981-19-0493-6
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  • 13
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    Online Resource
    Intelligence Enabled Research : DoSIER 2021 (2022)
    Singapore : Springer Singapore | Singapore : Imprint: Springer
    Details
    ISBN: 9789811904899
    Language: English
    Pages: 1 Online-Ressource(XIV, 178 p. 109 illus., 47 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Studies in Computational Intelligence 1029
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Artificial intelligence. ; Internet of things. ; Big data.
    Abstract: Solving Graph Coloring Problem Using Ant Colony Optimization, Simulated Annealing And Quantum Annealing – A Comparative Study -- Computer Assisted Diagnosis and Neuroimaging of Baby Infants -- Early Prediction of Ebola Virus Using Advanced Recurrent Neural Networks -- A Three-Step Fuzzy based BERT Model for Sentiment Analysis -- Mayfly Algorithm Based PID Controller for LFC of Multi Sources Single Area Power System -- Group Key Management Techniques for Secure Load Balanced Routing Model -- Search Techniques for Data Analytics with focus on Ensemble Methods -- A Survey on Underwater Object Detection -- COVACDISER: A Machine Learning based Web Application to Recommend the Prioritization of COVID-19 Vaccination -- Research of High-Speed Procedures for Defuzzification Based on the Area Ratio Method -- A Single Qubit Quantum Perceptron for OR and XOR Logic -- Societal Gene Acceptance Index Based Crossover in GA for Traveling Salesman Problem -- The method of automated neuro-fuzzy calibration of geometrically distorted images of digital X-ray tomographs.
    Abstract: This book gathers extended versions of papers presented at DoSIER 2021 (the 2021 Third Doctoral Symposium on Intelligence Enabled Research, held at Cooch Behar Government Engineering College, West Bengal, India, during November 12–13, 2021). The papers address the rapidly expanding research area of computational intelligence, which, no longer limited to specific computational fields, has since made inroads in signal processing, smart manufacturing, predictive control, robot navigation, smart cities, and sensor design, to name but a few. Presenting chapters written by experts active in these areas, the book offers a valuable reference guide for researchers and industrial practitioners alike and inspires future studies.
    DOI: 10.1007/978-981-19-0489-9
    URL: lizenzpflichtig
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