SpringerBriefs in Applied Sciences and Technology
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1 SpringerBriefs in Applied Sciences and Technology Forensic and Medical Bioinformatics Series editors Amit Kumar, Hyderabad, India Allam Appa Rao, Hyderabad, India
2 More information about this series at
3 Sasikumar Gurumoorthy Bangole Narendra Kumar Rao Xiao-Zhi Gao Cognitive Science and Artificial Intelligence Advances and Applications 123
4 Sasikumar Gurumoorthy Department of Computer Science and Systems Engineering Sree Vidyanikethan Engineering College Tirupati, Andhra Pradesh India Xiao-Zhi Gao Machine Vision and Pattern Recognition Laboratory Lappeenranta University of Technology Lappeenranta Finland Bangole Narendra Kumar Rao Department of Computer Science and Systems Engineering Sree Vidyanikethan Engineering College Tirupati, Andhra Pradesh India ISSN X ISSN (electronic) SpringerBriefs in Applied Sciences and Technology ISSN ISSN (electronic) SpringerBriefs in Forensic and Medical Bioinformatics ISBN ISBN (ebook) Library of Congress Control Number: The Author(s) 2018 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. Printed on acid-free paper This Springer imprint is published by Springer Nature The registered company is Springer Nature Singapore Pte Ltd. The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore , Singapore
5 Contents Measurement of Disease Severity of Rice Crop Using Machine Learning and Computational Intelligence... 1 Prabira Kumar Sethy, Baishalee Negi, Nalini Kanta Barpanda, Santi Kumari Behera and Amiya Kumar Rath 1 Introduction Literature Review Proposed Methodology Experimental Results Conclusion and Future Scope... 8 References Flue-Cured Tobacco Leaves Classification: A Generalized Approach Using Deep Convolutional Neural Networks Siva Krishna Dasari, Koteswara Rao Chintada and Muralidhar Patruni 1 Introduction Convolutional Neural Networks Convolutional Layer (CL) Pooling Layer Back Propagation on Conv Layer Tobacco Leaves Classification System Convnet Architecture and Model Details of Learning Resultant Outputs Compartive Study Conclusion Future Scope References v
6 vi Contents The Adaptive Strategies Improving Web Personalization Using the Tree Seed Algorithm (TSA) P. Srinivasa Rao, D. Vasumathi and K. Suresh 1 Introduction Motivation Problem Statement Proposed Work Conclusion References An Experimental Evaluation of Integrated Dematal and Fuzzy Cognitive Maps for Cotton Yield Prediction N. Manoharan and Arunkumar Thangavelu 1 Introduction Materials and Methods The DEMATEL Approach The Model of Fuzzy Cognitive Map Results and Discussion Classification Results Simulation of FCM Tool Conclusion References ARefined K-Means Technique to Find the Frequent Item Sets A. Sarvani, B. Venugopal and Nagaraju Devarakonda 1 Introduction Calculation of Minkowski Distance Measure Clustering Methods Hierarchical Methods Partitioning Methods Model-Based Clustering Methods Grid-Based Methods K-Means Clustering GSP Algorithm Methodology Acquiring the Data Data Pre-processing Applying the Refined K Means Applying the GSP Algorithm Experiment Conclusion References... 53
7 Contents vii Finger Vein Detection Using Gabor Filter and Region of Interest Saritha Reddy Venna, Suresh Thommandru and Ramesh Babu Inampudi 1 Introduction Related Work Proposed Work Acquiring the Image Image Enhancement Feature Extraction Region Growing Image Histogram Gabor Filter and Region of Interest (ROI) Experimental Results Conclusion References Design of Rheumatoid Arthritis Predictor Model Using Machine Learning Algorithms S. Shanmugam and J. Preethi 1 Introduction Related Works Survey Based on Clinical Research Survey Based on Machine Learning Algorithms Objectives Proposed Architecture Conclusion and Future Scope References Feature Based Opinion Mining and Sentiment Analysis Using Fuzzy Logic B. Vamshi Krishna, Ajeet Kumar Pandey and A. P. Siva Kumar 1 Introduction Related Works Research Background Proposed Work Results and Discussion Conclusion References Hexagonal Image Processing and Transformations: A Practical Approach Using R E. Ramalakshmi and Neeharika Kompala 1 Why Is R Used in Processing and Transformations Hexagonal Grid: Compendium Structure and Addressing Tessellations... 93
8 viii Contents 4 Operations On The Grid Construction of Hexagonal Pixels Simulations Results Conclusion References EEG Based Emotion Recognition Using Wavelets and Neural Networks Classifier S. Thejaswini, K. M. Ravi Kumar, Shyam Rupali and Vijayendra Abijith 1 Introduction Related Work Methodology SEED Database Feature Extraction and Selection Classification Confusion Matrix Results Conclusion References
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