Advances in Applications of Data-Driven Computing

Author:   Jagdish Chand Bansal ,  Lance C. C. Fung ,  Milan Simic ,  Ankush Ghosh
Publisher:   Springer Verlag, Singapore
Edition:   1st ed. 2021
Volume:   1319
ISBN:  

9789813369184


Pages:   182
Publication Date:   17 April 2021
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Advances in Applications of Data-Driven Computing


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Author:   Jagdish Chand Bansal ,  Lance C. C. Fung ,  Milan Simic ,  Ankush Ghosh
Publisher:   Springer Verlag, Singapore
Imprint:   Springer Verlag, Singapore
Edition:   1st ed. 2021
Volume:   1319
Weight:   0.308kg
ISBN:  

9789813369184


ISBN 10:   9813369183
Pages:   182
Publication Date:   17 April 2021
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Genetic Algorithm based Two Tiered Load Balancing Scheme for Cloud Data Centers.- KNN-DK: A Modified k-nn Classifier With Dynamic k-Nearest Neighbors.- Identification of Emotions from Sentences using Natural Language Processing For Small Dataset.- Comparison and Analysis of RNN-LSTMs and CNNs for Social Reviews Classification.- Blockchain Based Model for Expanding IoT Device Data Security.- Linear Dynamical Model as Market Indicator of the National Stock Exchange of India.- E- Focused Crawler and Hierarchical Agglomerative Clustering approach for Automated Categorization of Feature Level Health Care sentiments on Social Media.- Error Detection Algorithm for Cloud Outsourced Big Data.- Framing Fire Detection System of higher efficacy Using Supervised Machine Learning Techniques.- Twitter Data Sentiment Analysis using Naive Bayes Classifier and Generation of Heat Map for Analyzing Intensity Geographically.- Computing Mortality for ICU Patients using Cloud based Data.- Early Detection of Poisonous Gas Leakage in Pipe-lines in An Industrial Environment UsingGas Sensor, Automated with IoT(Internet of Things).

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Author Information

Dr. Jagdish Chand Bansal is Associate Professor at South Asian University New Delhi and Visiting Faculty at Maths and Computer Science, Liverpool Hope University UK. Dr. Bansal has obtained his Ph.D. in Mathematics from IIT Roorkee. Before joining SAU New Delhi, he has worked as Assistant Professor at ABV-Indian Institute of Information Technology and Management Gwalior and BITS Pilani, India. His primary area of interest is swarm intelligence and nature-inspired optimization techniques. Recently, he proposed a fission-fusion social structure-based optimization algorithm, Spider Monkey Optimization (SMO), which is being applied to various problems from the engineering domain. He has published more than 60 research papers in various international journals/conferences. He has also received Gold Medal at UG and PG levels. He is Series Editor of Algorithms for Intelligent Systems (AIS) and Studies in Autonomic, Data-driven and Industrial Computing published by Springer. He is Editor-in-Chief of International Journal of Swarm Intelligence (IJSI) published by Inderscience. He is also Associate Editor of IEEE ACCESS (IEEE) and ARRAY (Elsevier). He is the steering committee member and the general chair of the annual conference series SocProS. He is the general secretary of Soft Computing Research Society (SCRS). Emeritus Professor Lance C.C. Fung was trained as Marine Radio/Electronic Officer, and he graduated with a B.Sc. degree with First Class Honours and a M.Eng. degree from the University of Wales. His Ph.D. degree from the University of Western Australia was supervised by the late Professor Kit Po Wong. Lance taught at Singapore Polytechnic, Curtin University, and Murdoch University where he was appointed Emeritus Professor in 2015. His roles have included Associate Dean of Research and Director of the Centre for Enterprise Collaborative in Innovative Systems. He has supervised to completion over 31 doctoral students and published over 335 academic articles. His contributions can be viewed at IEEE Xplore, Google Scholar, and Scopus. Lance has been a dedicated volunteer for the IEEE in various positions for over two decades. Lance's motto is Learning has no Boundary . While currently being with RMIT University, School of Engineering, Dr. Simic is also General Editor of KES Journal and Professor of University Union Nikola Tesla, Faculty of Business and Law, Belgrade, Serbia. Adjunct Professor of Kalinga Institute of Industrial Technology (KIIT), School of Computer Engineering, Bhubaneswar, Odisha, India; Associate Director of Australia-India Research Centre for Automation Software Engineering (AICAUSE). He has bachelor's, master's, and Ph.D. degrees in Electronics Engineering from The University of Nis, Serbia, and Graduate Diploma in Education from RMIT University, Australia. Dr. Simic has comprehensive experience from industry (Honeywell Information Systems), CISCO, Research Institute and Academia, from overseas and Australia. For his contributions, he has received prestigious awards and recognitions, like two for industry innovation, from Honeywell, and two University awards for the excellence in teaching and provision of education to the community. Dr. Ankush Ghosh is Associate Professor in School of Engineering and Applied Sciences, The Neotia University, India and visiting Faculty at Jadavpur University, Kolkata, India. He has more than 15 years of experience in teaching, research as well as industry. He has outstanding research experiences and published more than 60 research papers in International Journal and Conferences. He was a research fellow of the Advanced Technology Cell- DRDO, Govt. of India. He was awarded National Scholarship by HRD, Govt. of India. He received his Ph.D. (Engg.) Degree from Jadavpur University, Kolkata, India in 2010. His UG and PG teaching assignments include Microprocessor and Microcontroller, AI, IOT, Embedded and real time systems etc. He has delivered Invited lecture in many international seminar/conferences, refreshers courses, and FDPs. He has guided a large number of M.Tech and Ph.D. students. He is an Editorial Board Member of seven International Journals.

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