Computational Methods and Data Engineering, 1st ed. 2021 Proceedings of ICMDE 2020, Volume 1 Advances in Intelligent Systems and Computing Series, Vol. 1227

Langue : Anglais

Coordonnateurs : Singh Vijendra, Asari Vijayan K., Kumar Sanjay, Patel R. B.

Couverture de l’ouvrage Computational Methods and Data Engineering

Résumé
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Biographie
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This book gathers selected high-quality research papers from the International Conference on Computational Methods and Data Engineering (ICMDE 2020), held at SRM University, Sonipat, Delhi-NCR, India. Focusing on cutting-edge technologies and the most dynamic areas of computational intelligence and data engineering, the respective contributions address topics including collective intelligence, intelligent transportation systems, fuzzy systems, data privacy and security, data mining, data warehousing, big data analytics, cloud computing, natural language processing, swarm intelligence, and speech processing.

Content Recommendation Based on Topic Modeling.- Hybrid ANFIS-GA and ANFIS-PSO based models for prediction of Type 2 diabetes mellitus.- Social Network Analysis of YouTube: A Case Study on Content Diversity and Genre Recommendation.- Feature Extraction Technique for Vision based Indian Sign Language Recognition System: A Review.- Feature Based Supervised Classifier to Detect Rumor in Social Media.- K-harmonic Mean Based Appraoch for Testing the Aspect Oriented Systems.- An Overview of Use of Artificial Neural Network in Sustainable Transport System

Dr. Vijendra Singh is working as Professor in the School of Computer Science at The University of Petroleum and Energy Studies, Dehradun, Uttarakhand, India. Prior to joining the UPES, he worked with the NCU, Delhi-NCR, India, Mody University, Lakshmangarh, India, and Asian CERC Information Technology Ltd. Dr. Singh received his Ph.D. degree in Engineering and M.Tech. degree in Computer Science and Engineering from Birla Institute of Technology, Mesra, India. He has 20 years of experience in research and teaching including IT industry. Dr. Singh major research concentration has been in the areas of data mining, pattern recognition, image processing, big data, machine learning, and soft computation. He has published more than 65 scientific papers in this domain. He has served as Editor-in-Chief, Special Issue, Procedia Computer Science, Vol 167, 2020, Elsevier; Editor-in-Chief, Special Issue, Procedia Computer Science, Vol 132, 2018, Elsevier; Associate Editor, International Journal of Healthcare Information Systems and Informatics, IGI Global, USA; Guest Editor, Intelligent Data Mining and Machine Learning, International Journal of Healthcare Information Systems and Informatics, IGI Global, USA; Editor-in-Chief, International Journal of Social Computing and Cyber-Physical Systems, Inderscience, UK; Editorial Board Member, International Journal of Multivariate Data Analysis, Inderscience, UK; Editorial Board Member, International Journal of Information and Decision Sciences, Inderscience, UK.

Dr. Vijayan K. Asari is a Professor in Electrical and Computer Engineering and Ohio Research Scholars Endowed Chair in Wide Area Surveillance at the University of Dayton, Dayton, Ohio. He is the Director of the University of Dayton Vision Lab (Center of Excellence for Computer Vision and Wide Area Surveillance Research). Dr. Asari had been a Professor in Electrical and Computer Engineering at Old Dominion University, Norfolk, Virgi

Gathers outstanding research papers presented at the ICMDE 2020 Discusses new findings in computational intelligence and data engineering Offers a reference guide for researchers and practitioners alik