Advances in Artificial Intelligence: Models, Optimization, and Machine Learning

• Other Authors: Leon, Florin (Editor), Hulea, Mircea (Editor), Gavrilescu, Marius (Editor)
• Format: Electronic Book Chapter
• Language: English
• Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2022
• Subjects: Research & information: general; Mathematics & science; large margin nearest neighbor regression; distance metrics; prototypes; evolutionary algorithm; approximate differential optimization; multiple point hill climbing; adaptive sampling; free radical polymerization; autonomous driving; object tracking; trajectory prediction; deep neural networks; stochastic methods; applied machine learning; classification and regression; data mining; ensemble model; engineering informatics; gender-based violence in Mexico; twitter messages; class imbalance; k-nearest neighbor; instance-based learning; graph neural network; deep learning; hyperparameters; machine learning; optimization; inference; metaheuristics; animal-inspired; exploration; exploitation; hot rolled strip steel; surface defects; defect classification; knockout tournament; dynamic programming algorithm; computational complexity; combinatorics; intelligent transport systems; traffic control; spatial-temporal variable speed limit; multi-agent systems; reinforcement learning; distributed W-learning; urban motorways; multi-agent framework; .NET framework; simulations; agent-based systems; agent algorithms; software design; multisensory fingerprint; interoperability; DeepFKTNet; classification; generative adversarial networks; image classification; transfer learning; plastic bottle; n/a
• Online Access: DOAB: download the publication; DOAB: description of the publication

The present book contains all the articles accepted and published in the Special Issue "Advances in Artificial Intelligence: Models, Optimization, and Machine Learning" of the MDPI Mathematics journal, which covers a wide range of topics connected to the theory and applications of artifici...