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020 _a9789811604195
024 7 _a10.1007/978-981-16-0419-5
_2doi
040 _aES-MaUEC
_bspa
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050 4 _aQ325.5
_b2021 EB
245 0 0 _aMachine Learning and Metaheuristics Algorithms, and Applications :
_bSecond Symposium, SoMMA 2020, Chennai, India, October 14-17, 2020, Revised Selected Papers
_cedited by Sabu M Thampi, Selwyn Piramuthu, Kuan-Ching Li, Stefano Berretti, Michal Wozniak, Dhananjay Singh
250 _aFirst edition 2021
264 1 _aSingapore
_bSpringer International Publising
_c2021
300 _a1 recurso en línea (X, 247 páginas)
_b23 ilustraciones
336 _2rdacontent
_aTexto
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337 _2rdamedia
_aelectrónico
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338 _2rdacarrier
_arecurso electrónico
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347 _atext file
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490 0 _aCommunications in Computer and Information Science
_x1865-0929
_v1366
505 0 _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.
520 3 _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.
988 _aSpringer_Computer_2021
650 7 _2embne
_aAprendizaje automático
_9166090
650 7 _2embne
_9467159
_aProgramación metaheurística
700 1 _aThampi, Sabu M
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700 1 _aPiramuthu, Selwyn
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700 1 _aLi, Kuan-Ching
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700 1 _aBerretti, Stefano
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700 1 _aWozniak, Michal
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700 1 _aSingh, Dhananjay
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776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-981-16-0419-5
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