Cognitive Informatics and Soft Computing: Proceeding of CISC 2017

ISBN-13: 9789811306167 / Angielski / Miękka / 2018 / 809 str.

Pradeep Kumar Mallick; Valentina Emilia Balas; Akash Kumar Bhoi

Opis

The book presents new approaches and methods for solving real-world problems. It offers, in particular, exploratory research that describes novel approaches in the fields of Cognitive Informatics, Cognitive Computing, Computational Intelligence, Advanced Computing, Hybrid Intelligent Models and Applications.

Spis treści

Multi-Tumor Detection and Analysis Based on Advance Region Quantitative Approach of Brest MRI.- A Secure and Computational Efficient Multicast Key Distribution for Wireless Networks.- Data Mining Approaches for Correlation and Cache Replacement in Wireless Ad Hoc Networks.- An approach to detect an image as a Selfie using object recognition methods.- T wave Analysis: Potential Marker of Arrhythmia and Ischemia Detection-A Review.- Functional Link Artificial Neural Network (FLANN) based Design of a Conditional Branch Predictor.- Development of a Model Recommender System for Agriculture using Apriori Algorithm.- Emotion Speech Recognition based on Adaptive Fractional Deep Belief Network and Reinforcement Learning.- A Change Detection Technique using Rough C-Means on Medical Images.- Autonomous Path Guiding Robot for Visually Impaired People.- Analysis of Diabetes for Indian Ladies using Deep Neural Network.- A Survey: Classification of Big Data.- Security Measures In Distributed Approach of Cloud Computing.- The Extent Analysis Based Fuzzy AHP Approach for Relay Selection in WBAN.- Fingerprint Classification by Filter Bank Approach Using Evolutionary ANN.- A sequence based Cellular Manufacturing System design using Genetic Algorithm.- Multimodal Biometrics Authentication using Multiple Matching Algorithm.- Kinship Verification from facial images using feature descriptors.- A Feature Averaging method for Kinship Verification.- An Artificial Intelligence Technique for Low Order Harmonic Elimination in Multilevel Inverters.- A Hybrid Approach to Address IP Traceback Problem using Nature Inspired Algorithm.- OEFC Algorithm - Sentiment Analysis on Goods and Service Tax System in India.- Graph Based Sentiment Analysis Model for E-Commerce websites' data.- Isolated Word Recognition based on Different Statistical Analysis and Feature Selection Technique.- Keyword Extraction from Tweets using Weighted Graph.- A novel method for Epileptic EEG classification using DWT, MGA, and ANFIS: A real time application to cardiac patients with epilepsy.- Exploring hybrid recommender systems for personalized travel applications.- Aggregated Rank in First-Fit-Decreasing for Green Cloud Computing.- Real-Time Vehicle-Type Categorization and Character Extraction from the License Plates.- Ranking decision rules using rough set theory - A comparative analysis.- Performance Comparison of Clustering Algorithms based Image Segmentation on Mobile Devices.- An Enhanced Approach to Memetic Algorithm used for Character Recognition.- Performance Analysis of Extreme Learning Machine Variants with varying Intermediate Nodes and Different Activation Functions.- Role of Filter Sizes in effective Image Classification using Convolutional Neural Network.- Sentiment Analysis on Product Reviews Using Machine Learning Techniques.- Optimization of Electricity Bill on Study of Energy Audit by Using Grid Integration of Renewable Energy Sources.- Computer Aided Diagnosis of Epilepsy Based on the Time-Frequency Texture Descriptors of EEG Signals Using Wavelet Packet Decomposition and Artificial Neural Network.- User identification methods in Cognitive Radio Networks.- Design and Performance Analysis of Optical Signal Processing Module in Open Air & Underwater Environment.- Analysis of Jitter and Shimmer for Parkinson’s disease diagnosis using telehealth.- Real Time Bio-Medical Recursive Images Detection Algorithm for Indian Telemedicine Environment.- Application of Multi Domain Fusion Methods for Detecting Epilepsy from Electroencephalogram Using Classification Methods.- A Cognitive Approach for Design of Smart Toilet in Healthcare Units.- A Novel Trimet Graph Optimization (TGO) topology for Wireless Networks.

O autorze

Pradeep Kumar Mallick is Professor in the Department of Computer Science and Engineering at Vignana Bharathi Institute of Technology, Hyderabad, India. He has completed his doctorate from Siksha Ó’Anusandhan University, India in 2016. His area of research includes Algorithm Design and Analysis, and Data Mining. He has published more than 30 research papers in National and international journals and conference proceedings.

Valentina E. Balas is currently Associate Professor in the Department of Automatics and Applied Software at the Faculty of Engineering, “Aurel Vlaicu” University of Arad (Romania). She holds a Ph.D. in Applied Electronics and Telecommunications from Polytechnic University of Timisoara (Romania). She is the author of more than 160 research papers in refereed journals and international conferences. Her research interests are in Intelligent Systems, Fuzzy Control, Soft Computing, Smart Sensors, Information Fusion, Modeling and Simulation. She is the Editor-in-Chief of International Journal of Advanced Intelligence Paradigms (IJAIP), member in Editorial Board of several national and international journals and is evaluator expert for national and international projects.

Akash Kumar Bhoi completed his B.Tech. (Biomedical Engineering) from the Trident Academy of Technology (TAT), Bhubaneswar, India and M.Tech. (Biomedical Instrumentation) from Karunya University, Coimbatore, India in the years 2009 and 2011, respectively. He is pursuing his Ph.D. (in Biomedical Signal Processing) at Sikkim Manipal University, Sikkim, India. He is currently working as Assistant Professor in the Department of Electrical and Electronics Engineering (EEE) and also Faculty Associate in the R&D Section of Sikkim Manipal Institute of Technology (SMIT), Sikkim Manipal University. He has published book chapters and several papers in national and international journals and conferences.

Ahmed Faheem Zobaa received his B.Sc. (Hons), M.Sc., and Ph.D. degrees in Electrical Power and Machines from Cairo University, Egypt. Also, he received a Postgraduate Certificate in Academic Practice from the University of Exeter, U.K. He was an instructor, a teaching assistant, and an assistant professor at Cairo University during 1992–2007. He moved to the UK as a Senior Lecturer in Renewable Energy at the University of Exeter in 2007. He was Associate Professor (on leave) at Cairo University during 2008–2013. He was promoted to Full Professor (on leave) at Cairo University in 2013. Currently, he is a Senior Lecturer (Associate Professor) in Power Systems, an MSc Course Director – Sustainable Electrical Power and a Full Member of the Institute of Energy Futures at Brunel University London, U.K. His main areas of expertise are power quality, (marine) renewable energy, smart grids, energy efficiency, and lighting applications.

Blurb

The book presents new approaches and methods for solving real-world problems. It offers, in particular, exploratory research that describes novel approaches in the fields of Cognitive Informatics, Cognitive Computing, Computational Intelligence, Advanced Computing, Hybrid Intelligent Models and Applications. New algorithms and methods in a variety of fields are also presented, together with solution-based approaches. The topics addressed include various theoretical aspects and applications of Computer Science, Artificial Intelligence, Cybernetics, Automation Control Theory and Software Engineering.