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Book Cover
E-book
Author International Conference on Frontiers in Intelligent Computing (8th : 2020 : Karnataka, India)

Title Intelligent data engineering and analytics : Frontiers in Intelligent Computing: Theory and Applications (FICTA 2020). Volume 2 / Suresh Chandra Satapathy, Yu-Dong Zhang, Vikrant Bhateja, Ritanjali Majhi, editors
Published Singapore : Springer, [2021]
©2021

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Description 1 online resource (xxiii, 758 pages)
Series Advances in Intelligent Systems and Computing ; v. 1177
Advances in intelligent systems and computing ; 1177.
Contents Classification of Dry/Wet Snow Using Sentinel-2 High Spatial Resolution Optical Data -- Potential of Robust Face Recognition from Real-Time CCTV Video Stream for Biometric Attendance Using Convolutional Neural Network -- ATM Theft Investigation Using Convolutional Neural Network -- Classification and Prediction of Rice Crop Diseases Using CNN and PNN -- SAGRU: A Stacked Autoencoder-Based Gated Recurrent Unit Approach to Intrusion Detection -- Comparison of KNN and SVM Algorithms to Detect Clinical Mastitis in Cows Using Internet of Animal Health Things -- Two-Way Face Scrutinizing System for Elimination of Proxy Attendances Using Deep Learning -- Ontology-Driven Sentiment Analysis in Indian Healthcare Sector -- Segmentation of Nuclei in Microscopy Images Across Varied Experimental Systems -- (plus 63 other papers)
Summary This book gathers the proceedings of the 8th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2020), held at NIT Surathkal, Karnataka, India, on 4-5 January 2020. In these proceedings, researchers, scientists, engineers and practitioners share new ideas and lessons learned in the field of intelligent computing theories with prospective applications in various engineering disciplines. The respective papers cover broad areas of the information and decision sciences, and explore both the theoretical and practical aspects of data-intensive computing, data mining, evolutionary computation, knowledge management and networks, sensor networks, signal processing, wireless networks, protocols and architectures. Given its scope, the book offers a valuable resource for graduate students in various engineering disciplines
Notes Print version record
Subject Computational intelligence -- Congresses
Artificial intelligence -- Congresses
Artificial intelligence
Computational intelligence
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Satapathy, Suresh Chandra, 1964-
Zhang, Yu-Dong
Bhateja, Vikrant
Majhi, Ritanjali
ISBN 9789811556791
9811556792
9789811556807
9811556806
Other Titles FICTA 2020