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Cognitive Science and Artificial Intelligence
Advances and Applications
Langbeschreibung
This book presents interdisciplinary research on cognition, mind and behavior from an information processing perspective. It includes chapters on Artificial Intelligence, Decision Support Systems, Machine Learning, Data Mining and Support Vector Machines, chiefly with regard to the data obtained and analyzed in Medical Informatics, Bioinformatics and related disciplines. The book reflects the state-of-the-art in Artificial Intelligence and Cognitive Science, and covers theory, algorithms, numerical simulation, error and uncertainty analysis, as well novel applications of new processing techniques in Biomedical Informatics, Computer Science and its applied areas. As such, it offers a valuable resource for students and researchers from the fields of Computer Science and Engineering in Medicine and Biology.
Hauptbeschreibung
Includes supplementary material: sn.pub/extras
Inhaltsverzeichnis
1.Construction of Breast Cancer Based Protein Protein Interaction Network Using Multiple Sources of Datasets.- 2.A Novel Evolutionary Automatic Clustering Technique by Unifying Initial Seed Selection Algorithms and K-Means into Teaching-Learning-Based Optimization.- 3.Classification of Abnormal Blood Vessels in Diabetic Retinopathy using Neural Network.- 4.Flue-cured tobacco Leaves classification: A Generalized approach using Deep Convolutional Neural Networks.- 5.The Adaptive Strategies Improving Web Personalization Using the Tree Seed Algorithm (TSA).- 6.An Experimental Evaluation of Integrated Dematal and Fuzzy Cognitive Maps for Cotton Yield Prediction.
Dr. Sasikumar Gurumoorthy a Professor in the Department of Computer Science and Systems engineering at Sree Vidyanikethan Engineering College at Tirupati, India. He has published more than 90 technical papers in various international journals, conferences, and book chapters and has guided 57 Students for their M.Tech, B.Tech, MSc, B.Sc., degrees in both computer science, Computer Science and Systems Engineering and Information Technology. He is associated with many professional bodies like CSI, IAENG, ISTE, AIRCC, IACSIT, IDES, IFERP, WASET, and INEER. He is on the editorial board of several international journals like AIRCC, NCICT, MAT Journals, IFERP, IFERP, IJERCSE and he is a reviewer for over 11 international journals. His current interests include soft computing and artificial intelligence in biomedical engineering, human and machine interaction and applications of intelligent system techniques, new user interfaces, brain-based interactions, human-centric computing, fuzzy sets and systems, image processing, cloud computing, content-based learning and social network analysis.
ISBN-13:
9789811066979
Veröffentl:
2018
Erscheinungsdatum:
03.01.2018
Seiten:
112
Autor:
Sasikumar Gurumoorthy
Gewicht:
211 g
Format:
238x154x12 mm
Sprache:
Englisch
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