LEADER 04534nam 22006975 450 001 9910483960403321 005 20251225173512.0 010 $a981-16-0419-3 024 7 $a10.1007/978-981-16-0419-5 035 $a(OCoLC)1244119699 035 $a(CKB)4100000011746996 035 $a(DE-He213)978-981-16-0419-5 035 $a(MiAaPQ)EBC6471696 035 $a(PPN)253859506 035 $a(EXLCZ)994100000011746996 100 $a20210205d2021 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aMachine Learning and Metaheuristics Algorithms, and Applications $eSecond Symposium, SoMMA 2020, Chennai, India, October 14?17, 2020, Revised Selected Papers /$fedited by Sabu M. Thampi, Selwyn Piramuthu, Kuan-Ching Li, Stefano Berretti, Michal Wozniak, Dhananjay Singh 205 $a1st ed. 2021. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2021. 215 $a1 online resource (X, 247 p. 23 illus.) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v1366 311 08$a981-16-0418-5 327 $aLearning 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 β-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. 330 $aThis book constitutes the refereed proceedings of the Second Symposium on Machine Learning and Metaheuristics Algorithms, and Applications, SoMMA 2020, held in Chennai, India, in October 2020. Due to the COVID-19 pandemic the conference was held online. The 12 full papers and 7 short papers presented in this volume were thoroughly reviewed and selected from 40 qualified submissions. The papers cover such topics as machine learning, artificial intelligence, Internet of Things, modeling and simulation, disctibuted computing methodologies, computer graphics, etc. . 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v1366 606 $aArtificial intelligence 606 $aSocial sciences$xData processing 606 $aEducation$xData processing 606 $aComputer engineering 606 $aComputer networks 606 $aComputer systems 606 $aArtificial Intelligence 606 $aComputer Application in Social and Behavioral Sciences 606 $aComputers and Education 606 $aComputer Engineering and Networks 606 $aComputer System Implementation 615 0$aArtificial intelligence. 615 0$aSocial sciences$xData processing. 615 0$aEducation$xData processing. 615 0$aComputer engineering. 615 0$aComputer networks. 615 0$aComputer systems. 615 14$aArtificial Intelligence. 615 24$aComputer Application in Social and Behavioral Sciences. 615 24$aComputers and Education. 615 24$aComputer Engineering and Networks. 615 24$aComputer System Implementation. 676 $a006.31 702 $aThampi$b Sabu M. 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910483960403321 996 $aMachine Learning and Metaheuristics Algorithms, and Applications$92257604 997 $aUNINA