Cognitive Science and Artificial Intelligence: Advances and Applications

✍ Scribed by Sasikumar Gurumoorthy, Bangole Narendra Kumar Rao, Xiao-Zhi Gao (auth.)

• Publisher: Springer Singapore
• Year: 2018
• Tongue: English
• Leaves: 112
• Series: SpringerBriefs in Forensic and Medical Bioinformatics
• Edition: 1
• Category: Library

✦ Synopsis

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.

✦ Table of Contents

Front Matter ....Pages i-viii
Measurement of Disease Severity of Rice Crop Using Machine Learning and Computational Intelligence (Prabira Kumar Sethy, Baishalee Negi, Nalini Kanta Barpanda, Santi Kumari Behera, Amiya Kumar Rath)....Pages 1-11
Flue-Cured Tobacco Leaves Classification: A Generalized Approach Using Deep Convolutional Neural Networks (Siva Krishna Dasari, Koteswara Rao Chintada, Muralidhar Patruni)....Pages 13-21
The Adaptive Strategies Improving Web Personalization Using the Tree Seed Algorithm (TSA) (P. Srinivasa Rao, D. Vasumathi, K. Suresh)....Pages 23-29
An Experimental Evaluation of Integrated Dematal and Fuzzy Cognitive Maps for Cotton Yield Prediction (N. Manoharan, Arunkumar Thangavelu)....Pages 31-43
A Refined K-Means Technique to Find the Frequent Item Sets (A. Sarvani, B. Venugopal, Nagaraju Devarakonda)....Pages 45-53
Finger Vein Detection Using Gabor Filter and Region of Interest (Saritha Reddy Venna, Suresh Thommandru, Ramesh Babu Inampudi)....Pages 55-65
Design of Rheumatoid Arthritis Predictor Model Using Machine Learning Algorithms (S. Shanmugam, J. Preethi)....Pages 67-77
Feature Based Opinion Mining and Sentiment Analysis Using Fuzzy Logic (B. Vamshi Krishna, Ajeet Kumar Pandey, A. P. Siva Kumar)....Pages 79-89
Hexagonal Image Processing and Transformations: A Practical Approach Using R (E. Ramalakshmi, Neeharika Kompala)....Pages 91-99
EEG Based Emotion Recognition Using Wavelets and Neural Networks Classifier (S. Thejaswini, K. M. Ravi Kumar, Shyam Rupali, Vijayendra Abijith)....Pages 101-112

✦ Subjects

Computational Intelligence