Abraham / Dutta / Mandal Emerging Technologies in Data Mining and Information Security

Proceedings of IEMIS 2018, Volume 3
1. Auflage 2018
ISBN: 978-981-13-1501-5
Verlag: Springer Singapore
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 889 Seiten

Reihe: Advances in Intelligent Systems and Computing

The book features research papers presented at the International Conference on Emerging Technologies in Data Mining and Information Security (IEMIS 2018) held at the University of Engineering & Management, Kolkata, India, on February 23–25, 2018. It comprises high-quality research by academics and industrial experts in the field of computing and communication, including full-length papers, research-in-progress papers, case studies related to all the areas of data mining, machine learning, IoT and information security.

Zielgruppe

Research

Autoren/Hrsg.

Abraham, Ajith

Dutta, Paramartha

Mandal, Jyotsna Kumar

Bhattacharya, Abhishek

Dutta, Soumi

Inhaltsverzeichnis

Proposed Memory Allocation Algorithm for NUMA based Soft Real Time Operating System.- Mathematical Model of Fog Computing Architecture for IoT Micro-Services.- Analysis of Attention Level of Human Body in Different Form.- Analytical Survey on Standards of Internet of Things Framework & Platforms.- A Predictive Resource Management Technique in Grid.- Cryptanalysis of a Chaotic Key based Image Encryption Scheme.- Blind RGB Image Steganography using Discrete Cosine Transformation.- Wavelet and Pyramid Histogram Features for Image based Leaf Detection.- Automated Detection of Glaucoma using Image Processing Techniques.- Chemical Reaction Optimization Algorithm for Word Detection using Pictorial Structure.- Secure Remote Patient Monitoring with Location Based Services.- Development of Joint Intelligent Millimeter Wave Sensing and Communication.- Machine Learning for Mining Imbalanced Data.- Key Feature Extraction and Machine Learning Based Automatic Text Summarization.- Prediction of Gold Price Movement Using Geopolitical Risk as a Factor.

Über Autor(innen)

Dr. Abraham is the founding Director of Machine Intelligence Research Labs (MIR Labs), a not-for-profit scientific network for innovation and research excellence connecting industry and academia. Dr. Abraham works in a multi-disciplinary environment involving machine intelligence, cyber-physical systems, IoT, data mining and applied to various real-world problems. He is an author / co-author of more than 1,300 research publications, including over 100 books covering various aspects of computer science. He has more than 29,000 academic citations (h-index of 80). Currently Dr. Abraham is the editor-in-chief of EAAI. He received his Ph.D. degree in Computer Science from Monash University, Melbourne, Australia (2001) and a Master of Science degree from NTU, Singapore.

Dr. Paramartha Dutta has a B.Stat. (Hons.) (ISI, Calcutta), M.Stat. (ISI, Calcutta), M.Tech. (Computer Science) (ISI, Calcutta) and Ph.D. (Engineering) (IIEST, Shibpur), SMIEEE, SMACM, SMIACSIT, FIETE, FIE, FOSI, LMISTE, LMIUPRAI, LMISCA. He has over twenty-five years of academic experience and is currently a Professor at the Department of Computer and System Sciences, Visva Bharati University, India. He has coauthored eight books and published seven edited books and more than two hundred papers in various journals and conference proceedings, both international and national as well as several book chapters. Dr. Dutta has served as guest editor of special volumes of international journals published by Elsevier, Springer etc.

Jyotsna Kumar Mandal is a Professor of Computer Science and Engineering, University of Kalyani, India. He is an ex-Dean of the Faculty of Engineering, Technology & Management and has 30 years of teaching and research experience. He is a life member of CSI and CRSI, Fellow of IETE, and member of AIRCC, IEEE and ACM. His research interests include network security, steganography, remote sensing & GIS application, image processing, and wireless and sensor networks. He has been associated with national and international journals and conferences. His more than 380 publications include 154 in various international journals. Currently, he is Director, IQAC, Chairman Placement Cell and CIRM.

Abhishek Bhattacharya is an Assistant Professor at the Computer Application Department at the Institute of Engineering & Management, India. He has published three books, 20 technical papers in various peer-reviewed journals and conference proceedings, both international and national as well as book chapters. His areas of research are data mining, network security, mobile computing and distributed computing. He is a member of IACSIT, UACEE, IAENG, ISOC, SDIWC and ICSES; TPC member of CICBA 2017, CSI 2017, FTNCT-2018, ICIoTCT 2018, ICCIDS 2018 and ICICC-2018; and Advisory Board Member of ISETIST 2017.

Soumi Dutta is an Assistant Professor at the Institute of Engineering & Management, India. She is pursuing herPh.D. at the Department of Computer Science & Technology, IIEST, Shibpur. She received her B.Tech. in Information Technology and her M.Tech. in CSE securing 1st position(Gold medalist), both from TIG, India. Her research interests include social network analysis, data mining and information retrieval. She is a member of several technical functional bodies such as MACUL, SDIWC, ISOC, and ICSES. She has published several papers in respected journals and conferences.