Springer Recent Developments in Machine Learning and Data Analytics: IC3 2018: 740 (Advances in Intelligent Systems and Computing, 740)

Product Description This book presents high-quality papers from an international forum for research on computational approaches to learning. It includes current research and findings from various research labs, universities and institutions that may lead to development of marketable products. It also provides solid support for these findings in the form of empirical studies, theoretical analysis, or comparison to psychological phenomena. Further, it features work that shows how to apply learning methods to solve important application problems as well as how machine learning research is conducted. The book is divided into two main parts: Machine Learning Techniques, which covers machine learning-related research and findings; and, Data Analytics, which introduces recent developments in this domain. Additionally, the book includes work on data analytics using machine learning techniques.   From the Back Cover This book presents high-quality papers from an international forum for research on computational approaches to learning. It includes current research and findings from various research labs, universities and institutions that may lead to development of marketable products. It also provides solid support for these findings in the form of empirical studies, theoretical analysis, or comparison to psychological phenomena. Further, it features work that shows how to apply learning methods to solve important application problems as well as how machine learning research is conducted. The book is divided into two main parts: Machine Learning Techniques, which covers machine learning-related research and findings; and, Data Analytics, which introduces recent developments in this domain. Additionally, the book includes work on data analytics using machine learning techniques.   About the Author Jugal K. Kalitais a professor at the Department of Computer Science at the University of Colorado, Colorado Springs, USA. He completed his MS and Ph.D. at the University of Pennsylvania, USA; M.Sc. at the University of Saskatchewan, Canada; and his B.Tech. at the Indian Institute of Technology Kharagpur, India. His areas of research include artificial intelligence, bioinformatics, information retrieval and computer security. He has published 200  journal/conference papers and 4 books. Valentina E. Balas is currently a full professor at the Department of Automatics and Applied Software at the Faculty of Engineering, “AurelVlaicu” University of Arad, Romania. She holds a Ph.D. in Applied Electronics and Telecommunications from the Polytechnic University of Timisoara. Dr. Balas is the author of more than 250 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 the International Journal of Advanced Intelligence Paradigms (IJAIP) and the International Journal of Computational Systems Engineering (IJCSysE), editorial board member of several national and international journals and is an expert evaluator for national and international projects. Dr. Balas is the director of the Intelligent Systems Research Centre at the AurelVlaicu University of Arad. From 2005–2016, she was general chair of the International Workshop Soft Computing and Applications (SOFA) held in Romania and Hungary. Dr. Balas has participated in numerous international conferences as organizer, honorary chair, session chair and member of steering, advisory or international program committees. She is a member of EUSFLAT, SIAM and a senior member of IEEE, member of TC – Fuzzy Systems (IEEE CIS), TC – Emergent Technologies (IEEE CIS), and of TC – Soft Computing (IEEE SMCS). Dr. Balas was vice-president (Awards) of the IFSA International Fuzzy Systems Association Council (2013–2015) and is a joint secretary of the Governing Council of the Forum for Interdisciplinary Mathem