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Proceedings of International Conference on Innovations in Software Architecture and Computational Systems

ISACS 2021
Langbeschreibung
This book gathers a collection of high-quality peer-reviewed research papers presented at First International Conference on Innovations in Software Architecture and Computational Systems (ISACS 2021), held at Guru Nanak Institute of Technology, Kolkata, India, during 2 - 3 April 2021. The book primarily focuses on developing artificial intelligence-based algorithms and methodologies for enabling intelligent hardware and software systems. This book brings together the latest findings on efficient technological solutions for developing intelligent and hybrid systems, intelligent software architecture, machine intelligence-based analytical tools and also smart sensors and networks. The prime focus is on solving technological problems using state-of-the-art research finding like fuzzy computing, evolutionary and hybrid frameworks, neuro-computing, etc., along with other AI-based computation platforms. The book offers a valuable resource for all undergraduate, postgraduate studentsand researchers interested in exploring solution frameworks for social good problems using artificial intelligence.
Inhaltsverzeichnis
Text to Image Classification using Attn: Gan With Dense Net Architecture.- Cyclone Detection and Forecasting Using Deep Neural Networks through Satellite Data.- An Improved Differential Evolution Scheme for Multilevel Image Thresholding Aided with Fuzzy Entropy.- Clustered Fault Repairing Architecture for 3D ICs using Redundant TSV.- The Implementation of Similarity Measures in Group Decision-Making Problems by Signless Laplacian Energy of an Intuitionistic Fuzzy Graph.- Uniform Grid Formation by Asynchronous Fat Robots.- A LSB Substitution based Steganography Technique using DNA Computing for Color Images.- An Approach of Safe Stock Prediction using Genetic Algorithm.- Suicide Ideation Detection in Online Social Networks: A Comparative Review.- An Improved K-Means Algorithm for Effective Medical Image Segmentation.- Breast Cancer Histopathological Image Classification using Convolutional Neural Networks.- A Framework for Predicting Placement of a Graduate using Machine Learning Techniques.
Jyotsna Kumar Mandal, M. Tech. in Computer Science from the University of Calcutta in 1987, awarded Ph. D. (Engineering) in Computer Science and Engineering by Jadavpur University in 2000. He is working as a professor of Computer Science and Engineeringand the former dean, Faculty of Engineering, Technology and Management, KU, for two consecutive terms during 2008-2012. He is the director ofIQAC, Kalyani University, and the chairman, CIRM, and placement cell. He served as a professor of Computer Applications, KGEC, as an associate professor of Computer Science, an assistant professor of Computer Science, North Bengal University for fifteen years, and as a lecturer at NERIST, Itanagar, for one yearand has 34 years of teaching and research experience in coding theory, data and network security and authentication,remote sensing and GIS-based applications, data compression, error correction, visual cryptography and steganography. He was awarded 23 Ph. D. Degrees, one submitted and 8 are pursuing;supervised 03 M. Phil, more than 70 M. Tech and more than 125 M.C.Adissertations;a guest editor of MST Journal (SCI indexed) of Springer;published more than 400 research articles out of which 180 articles in International Journals;published seven books from LAP Germany, IGI Global, Springer, etc.;organized more than 40 International Conferences and Corresponding Editors of edited volumes and conference publications of Springer, IEEE,Elsevier etc.; and edited more than 40 volumes as volume editor. He received "SikshaRatna" award from Higher Education, Government of West Bengal, India, in the year 2018 for outstanding teaching activities;Vidyasagar award from International Society for Science Technology and management in the fifth International Conference on Computing, Communication and Sensor Network; Chapter Patron Award, CSI Kolkata Chapter on 2014; "Bharat Jyoti Award" for meritorious services, outstanding performances and remarkable role in the field of Computer Science and Engineering on 29 August 2012 from International Friendship Society (IIFS), New Delhi;and A. M. Bose Memorial Silver medal and Kali PrasannaDasgupta Memorial Silver medal from Jadavpur University.
ISBN-13:
9789811643019
Veröffentl:
2021
Seiten:
244
Autor:
Jyotsna Kumar Mandal
Serie:
Studies in Autonomic, Data-driven and Industrial Computing
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch

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