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  • 1
    Online Resource
    Online Resource
    The 8th International Conference on Advanced Machine Learning and Technologies and Applications (AMLTA2022) (2022)
    Cham : Springer International Publishing | Cham : Imprint: Springer
    Details
    ISBN: 9783031039188
    Language: English
    Pages: 1 Online-Ressource(XVI, 699 p. 309 illus., 223 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Lecture Notes on Data Engineering and Communications Technologies 113
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Artificial intelligence. ; Big data. ; Engineering—Data processing.
    Abstract: This book constitutes the refereed proceedings of the 8th International Conference on Advanced Machine Learning Technologies and Applications, AMLTA 2022, held in Cairo, Egypt, during May 5-7, 2022. The 8th edition of AMLTA will be organized by the Scientific Research Group in Egypt (SRGE), Egypt, collaborating with Port Said University, Egypt, and VSB-Technical University of Ostrava, Czech Republic. AMLTA series aims to become the premier international conference for an in-depth discussion on the most up-to-date and innovative ideas, research projects, and practices in the field of machine learning technologies and their applications. The book covers current research on advanced machine learning technology, including deep learning technology, sentiment analysis, cyber-physical system, IoT, and smart cities informatics and AI against COVID-19, data mining, power and control systems, business intelligence, social media, digital transformation, and smart systems. .
    DOI: 10.1007/978-3-031-03918-8
    URL: lizenzpflichtig
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  • 2
    Online Resource
    Online Resource
    Proceedings of the Fifth International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’21) (2022)
    Cham : Springer International Publishing | Cham : Imprint: Springer
    Details
    ISBN: 9783030871789
    Language: English
    Pages: 1 Online-Ressource(XVII, 709 p. 268 illus., 145 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Lecture Notes in Networks and Systems 330
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Artificial intelligence.
    Abstract: This book presents key advances in intelligent information technologies for industry. This book of Lecture Notes in Networks and Systems contains the papers presented in the main track of IITI 2021, the Fifth International Scientific Conference on Intelligent Information Technologies for Industry held on September 30 – October 4, 2021 in Sirius, Russia. The conference was jointly co-organized by Rostov State Transport University (Russia) and VŠB–Technical University of Ostrava (Czech Republic) with the participation of Russian Association for Artificial Intelligence (RAAI) and Sirius University (Russia). IITI 2021 was devoted to practical models and industrial applications related to intelligent information systems. It was considered as a meeting point for researchers and practitioners to enable the implementation of advanced information technologies into various industries. Nevertheless, some theoretical talks concerning the state of the art in intelligent systems and soft computing were also included into proceedings. There were 180 paper submissions from 14 countries. Each submission was reviewed by at least three chairs or PC members. We accepted 69 regular papers (38\%). Unfortunately, due to limitations of conference topics and edited volumes, the Program Committee was forced to reject some interesting papers, which did not satisfy these topics or publisher requirements. We would like to thank all authors and reviewers for their work and valuable contributions. The friendly and welcoming attitude of conference supporters and contributors made this event a success!
    DOI: 10.1007/978-3-030-87178-9
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  • 3
    Online Resource
    Online Resource
    Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2021 (2022)
    Cham : Springer International Publishing | Cham : Imprint: Springer
    Details
    ISBN: 9783030897017
    Language: English
    Pages: 1 Online-Ressource(XII, 403 p. 210 illus., 136 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Lecture Notes on Data Engineering and Communications Technologies 100
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Artificial intelligence.
    Abstract: Deep Learning Based Early Diagnosis for SARS-CoV-2 Using Chest X-Ray Images -- Deep Learning-based Image Captioning using to Recognize Malicious or Emergency Activity in an Image -- Deep Learning Approaches for Personal Identification based on EGG Signals -- Research on Vehicle Detection Algorithm Based on Improved YOLO -- Deep Learning Quantitative-Trading-Models' Performance Assessment: The Egyptian Exchange Stock Market As a Case Study -- Robust Crosswalk Detection Using Deep Learning Approach -- Human Trafficking Solution by Deep Learning with Keras and OpenCV -- Automatic Insulator String and Disk Detection in Aerial Images Based on a Deep Learning Approach -- Reducing Voltage Sag in Electrical Distribution System Through Comparison and Simulation between DVR and DSTATCOM -- Understating Factors Affecting Traveling During Covid-19 using Sentiment Analysis -- Factors Affecting the Adoption of Technology in Education System: Case of GCC Universities -- Comparison between Filtering Estimation with Evidence and Prediction Filtering without Evidence to Predict a Robot localization States.
    Abstract: This proceeding book constitutes the refereed proceedings of the 7th International Conference on Advanced Intelligent Systems and Informatics (AISI 2021), which took place in Cairo, Egypt, during December 11-13, 2021, and is an international interdisciplinary conference that presents a spectrum of scientific research on all aspects of informatics and intelligent systems, technologies, and applications.
    DOI: 10.1007/978-3-030-89701-7
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  • 4
    Online Resource
    Online Resource
    Medical Informatics and Bioimaging Using Artificial Intelligence : Challenges, Issues, Innovations and Recent Developments (2022)
    Cham : Springer International Publishing | Cham : Imprint: Springer
    Details
    ISBN: 9783030911034
    Language: English
    Pages: 1 Online-Ressource(VIII, 258 p. 107 illus., 88 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Studies in Computational Intelligence 1005
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Biomedical engineering. ; Health informatics.
    Abstract: Optimized Deep Learning Using Cockroach Swarm Optimization for Segmenting Brain MRI Scans -- Efficient Classification Model for Melanoma Based on Convolutional Neural Networks -- Machine Learning-supported MRI Analysis of Brain Asymmetry for Early Diagnosis of Dementia -- Feature Selection Based Coral Reefs Optimization for Breast Cancer Classification -- A Comprehensive Review on Brain Disease Mapping – the Underlying Technologies and AI based Techniques for Feature Extraction & Classification using EEG signals -- Recognition of Ocular Disease Based Optimized VGG-Net Models -- Applications of AI and IoT in COVID-19 Vaccine and Its Impact on Social Life -- COVID-19 forecasting based on an improved interior search algorithm and multilayer feed-forward neural network -- Development of Disease Diagnosis Model for CXR Images and Reports – A Deep Learning Approach -- Intelligent Drug Descriptors Analysis: Toward COVID-19 Drug Repurposing -- Analysis of Aortic Valve Using a Finite Element Model -- Fundus images Enhancement using Using Gravitational Force and Lateral Inhibition Network for Blood Vessel Detection -- Multivariate Fuzzy Logic based Smart Healthcare Monitoring for Risk Evaluation of Cardiac Patients -- Ensemble machine learning model for mortality prediction inside ICU.
    Abstract: This book emphasizes the latest developments and achievements in artificial intelligence and related technologies, focusing on the applications of artificial intelligence and medical diagnosis. The book describes the theory, applications, concept visualization, and critical surveys covering most aspects of AI for medical informatics.
    DOI: 10.1007/978-3-030-91103-4
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  • 5
    Online Resource
    Online Resource
    Digital Twins for Digital Transformation: Innovation in Industry (2022)
    Cham : Springer International Publishing | Cham : Imprint: Springer
    Details
    ISBN: 9783030968021
    Language: English
    Pages: 1 Online-Ressource(VIII, 200 p. 64 illus., 61 illus. in color.)
    Edition: 1st ed. 2022.
    Series Statement: Studies in Systems, Decision and Control 423
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Industrial engineering. ; Production engineering. ; Machine learning.
    Abstract: IoHCT: Internet of Cultural Heritage Things Digital Twins for Conservation and Health Monitoring of Cultural in the Age of Digital Transformation -- MTConnect and Digital Twin Applications and Future Perspectives -- The Future of Digital Twins for Autonomous Systems: analysis and opportunities.
    Abstract: This book aims to present dominant applications and use cases of the fast-evolving DT and determines vital Industry 4.0 technologies for building DT that can provide solutions for fighting local and globalmedical emergencies during pandemics. Moreover, it discusses a new framework integrating DT and blockchain technology to provide a more efficient and effective preventive conservation in different applications.
    DOI: 10.1007/978-3-030-96802-1
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  • 6
    Online Resource
    Online Resource
    Proceedings of the 8th International Conference on Advanced Intelligent Systems and Informatics 2022 (2023)
    Cham : Springer International Publishing | Cham : Imprint: Springer
    Details
    ISBN: 9783031206016
    Language: English
    Pages: 1 Online-Ressource(XVII, 841 p. 444 illus., 242 illus. in color.)
    Edition: 1st ed. 2023.
    Series Statement: Lecture Notes on Data Engineering and Communications Technologies 152
    Parallel Title: Erscheint auch als
    Parallel Title: Erscheint auch als
    Keywords: Computational intelligence. ; Artificial intelligence.
    Abstract: Anti-electricity Stealing Detection Based on Recurrent Neural Network -- Self-supervised Learning for Foreground Segmentation with a Few Amount of Labeled Images using Transformers -- Adaptive Collaborative Learning Process in a Hybrid Model -- Overview of Gradient Descent Algorithms: Application to Railway Regularity -- Major Role of Artificial Intelligence, Machine Learning, And Deep Learning in Identity & Access Management field: Challenges and Atate of the Art -- Analysis of Feature Selection Methods for Network Traffic Classification -- MOOC Video Classification using Natural Language Processing and Machine Learning Model -- A Problem and Project-Based Learning Strategy to Promote Students’ Motivation in Post-pandemic Graduation Design Studio: A prospective Comparative Study -- An Efficient 2-Stages Classification Model for Students Performance Prediction -- A Straggler Identification Model for Large-Scale Distributed Computing Systems using Machine Learning -- The Application of Artificial Intelligence in Real Estate Valuation: A Systematic Review -- Agency Theory: Designing Optimal Incentives in the Insurance Sector -- Face mask Detection By Using Deep Learning with the Generative Adversarial Network-based Feature.
    Abstract: This proceedings book constitutes the refereed proceedings of the 8th International Conference on Advanced Intelligent Systems and Informatics (AISI 2021), which took place in Cairo, Egypt, during November 20–22, 2022, and is an international interdisciplinary conference that presents a spectrum of scientific research on all aspects of informatics and intelligent systems, technologies, and applications.
    DOI: 10.1007/978-3-031-20601-6
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