Title Data intelligence and cognitive informatics : proceedings of ICDICI 2023 / I. Jeena Jacob, Selwyn Piramuthu, Przemyslaw Falkowski-Gilski, editors

Published Singapore : Springer, [2024] ©2024

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Description 1 online resource (xiii, 586 pages) : illustrations (chiefly color) Series Algorithms for intelligent systems, 2524-7573 Algorithms for intelligent systems. 2524-7573 Contents Intro -- Preface -- Contents -- About the Editors -- Automatic Sentence Classification: A Crucial Component of Sentiment Analysis -- 1 Introduction -- 2 Literature Review -- 3 Proposed Methodology -- 3.1 Data Collection -- 3.2 Pre-processing -- 3.3 Tokenization of Data -- 3.4 Algorithm Feeding -- 3.5 Best Model Selection -- 4 Result and Discussion -- 4.1 Statistical Analysis -- 4.2 Accuracy Graph -- 4.3 Confusion Matrix -- 4.4 Classification Report -- 5 Conclusion and Future Work -- References -- Real-Time Health Monitoring System of Patients on Utilizing Red Tacton -- 1 Introduction 2 Implementation -- 3 Proposed Methodology -- 4 Results -- 5 Conclusion -- References -- An Efficient Botnet Detection Using Machine Learning and Deep Learning -- 1 Introduction -- 2 Literature Review -- 3 Proposed Methodology -- 3.1 Load Dataset -- 3.2 Data Pre-Processing -- 3.3 Feature Selection -- 3.4 Handling Class Imbalance -- 3.5 Partition Dataset in Training and Testing -- 3.6 Apply ML/DL Models -- 3.7 Bot Detection -- 3.8 Model Evaluation -- 4 Experiments and Results -- 5 Conclusion -- References Wavelet Selection for Novel MD5-Protected DWT-Based Double Watermarking and Image Hiding Algorithm -- 1 Introduction -- 2 Related Works -- 3 Methodology Used -- 3.1 Architecture of Proposed System -- 3.2 Watermark Embedder -- 3.3 Watermark Extractor -- 4 Experimental Results -- 4.1 Pseudorandomness in Watermark Embedding -- 4.2 Performance Evaluation Metrics -- 4.3 Selection of Wavelet -- 4.4 Watermark Embedding and Extraction -- 4.5 Image Hiding -- 5 Conclusion and Future Work -- References -- Chaotic Map Based Encryption Algorithm for Secured Medical Data Analytics -- 1 Introduction 2 Related Work -- 3 Existing Techniques -- 3.1 Algorithm -- 3.2 Cryptography -- 3.3 Encryption -- 3.4 Decryption -- 3.5 Key -- 3.6 Steganography -- 3.7 Symmetric Encryption -- 4 Proposed Methodology -- 4.1 Secret Key Generation -- 4.2 Hahn's Discrete Orthogonal Moment -- 4.3 QR Code -- 4.4 Modified Logistic Map -- 5 Results and Discussions -- References -- Gold Price Forecast Using Variational Mode Decomposition-Aided Long Short-Term Model Tuned by Modified Whale Optimization Algorithm -- 1 Introduction -- 2 Background and Related Works -- 2.1 LSTM Overview 2.2 Variation Mode Decomposition Details -- 2.3 Metaheuristics Optimization -- 2.4 AI Applications for Gold Price Forecasting -- 3 Whale Optimization Algorithm -- 3.1 Elementary WOA -- 3.2 Proposed Improved WOA Algorithm Used in Time-Series Forecasting Framework -- 4 Experimental Setup -- 4.1 Results and Discussion -- 5 Conclusion -- References -- Requirements for a Career in Information Security: A Comprehensive Review -- 1 Introduction -- 2 Cybersecurity Foundation -- 2.1 Information Security Expertise -- 2.2 Duties and Tasks of an IS Professional -- 2.3 Job Nature and Requirements Summary The book is a collection of peer-reviewed best selected research papers presented at the International Conference on Data Intelligence and Cognitive Informatics (ICDICI 2023), organized by SCAD College of Engineering and Technology, Tirunelveli, India, during June 27–28, 2023. This book discusses new cognitive informatics tools, algorithms and methods that mimic the mechanisms of the human brain which lead to an impending revolution in understating a large amount of data generated by various smart applications. The book includes novel work in data intelligence domain which combines with the increasing efforts of artificial intelligence, machine learning, deep learning and cognitive science to study and develop a deeper understanding of the information processing systems Notes International conference proceedings Online resource; title from PDF title page (SpringerLink, viewed January 11, 2024) Subject Computational intelligence -- Congresses Data mining -- Congresses Genre/Form Electronic books proceedings (reports) Conference papers and proceedings. Actes de congrès. Form Electronic book Author Jacob, I. Jeena, editor Piramuthu, Selwyn, editor. Falkowski-Gilski, Przemyslaw, editor ISBN 9789819979622 9819979625

Other Titles ICDICI 2023

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