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Machine Learning and Metaheuristics Algorithms, and Applications = Second Symposium, SoMMA 2020, Chennai, India, October 14–17, 2020, Revised Selected Papers /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Machine Learning and Metaheuristics Algorithms, and Applications/ edited by Sabu M. Thampi, Selwyn Piramuthu, Kuan-Ching Li, Stefano Berretti, Michal Wozniak, Dhananjay Singh.
其他題名:	Second Symposium, SoMMA 2020, Chennai, India, October 14–17, 2020, Revised Selected Papers /
其他作者:	Singh, Dhananjay.
面頁冊數:	X, 247 p. 23 illus.online resource. :
Contained By:	Springer Nature eBook
標題:	Computer System Implementation. -
電子資源:	https://doi.org/10.1007/978-981-16-0419-5
ISBN:	9789811604195

Machine Learning and Metaheuristics Algorithms, and Applications = Second Symposium, SoMMA 2020, Chennai, India, October 14–17, 2020, Revised Selected Papers /
Machine Learning and Metaheuristics Algorithms, and ApplicationsSecond Symposium, SoMMA 2020, Chennai, India, October 14–17, 2020, Revised Selected Papers /[electronic resource] :edited by Sabu M. Thampi, Selwyn Piramuthu, Kuan-Ching Li, Stefano Berretti, Michal Wozniak, Dhananjay Singh. - 1st ed. 2021. - X, 247 p. 23 illus.online resource. - Communications in Computer and Information Science,13661865-0937 ;. - Communications in Computer and Information Science,498.

Learning 3DMM Deformation Coefficients for Action Unit Detection -- Smart Security and Surveillance System in Laboratories Using Machine Learning -- Deep Neural Networks with Multi-Class SVM for Recognition of Cross-Spectral Iris Images -- Gaze Fusion-Deep Neural Network Model for Glaucoma Detection -- Emotion Recognition from Facial Expressions Using Siamese Network -- Activity Modeling of Individuals in Domestic Households Using Fuzzy Logic -- Stock Price Prediction Using Machine Learning and LSTM-Based Deep Learning Models -- An Improved Salp Swarm Algorithm Based on Adaptive Î²-Hill Climbing for Stock Market Prediction -- Data Driven Methods for Finding Pattern Anomalies in Food Safety -- Exam Seating Allocation to Prevent Malpractice Using Genetic Multi-Optimization Algorithm -- Big Data: Does BIG Matter for Your Business? -- Modelling Energy Consumption of Domestic Households via Supervised and Unsupervised Learning: A Case Study -- Machine Learning and Soft Computing Techniques for Combustion System Diagnostics and Monitoring: A Survey -- Traffic Sign Classification Using ODENet -- Analysis of UNSW-NB15 Dataset Using Machine Learning Classifiers -- Concept Drift Detection in Phishing Using Autoencoders -- Detection of Obfuscated Mobile Malware with Machine Learning and Deep Learning Models -- CybSecMLC: A Comparative Analysis on Cyber Security Intrusion Detection Using Machine Learning Classifiers.

This book constitutes the refereed proceedings of the Second Symposium on Machine Learning and Metaheuristics Algorithms, and Applications, SoMMA 2020, held in Chennai, India, in October 2020. Due to the COVID-19 pandemic the conference was held online. The 12 full papers and 7 short papers presented in this volume were thoroughly reviewed and selected from 40 qualified submissions. The papers cover such topics as machine learning, artificial intelligence, Internet of Things, modeling and simulation, disctibuted computing methodologies, computer graphics, etc. .

ISBN: 9789811604195

Standard No.: 10.1007/978-981-16-0419-5doiSubjects--Topical Terms:

669803
Computer System Implementation.

LC Class. No.: Q334-342

Dewey Class. No.: 006.3

Machine Learning and Metaheuristics Algorithms, and Applications = Second Symposium, SoMMA 2020, Chennai, India, October 14–17, 2020, Revised Selected Papers /
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