Advances in Artificial Intelligence: Models, Optimization, and Machine Learning
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...
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Format: | Electronic Book Chapter |
Language: | English |
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Basel
MDPI - Multidisciplinary Digital Publishing Institute
2022
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Online Access: | DOAB: download the publication DOAB: description of the publication |
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700 | 1 | |a Hulea, Mircea |4 oth | |
700 | 1 | |a Gavrilescu, Marius |4 oth | |
245 | 1 | 0 | |a Advances in Artificial Intelligence: Models, Optimization, and Machine Learning |
260 | |a Basel |b MDPI - Multidisciplinary Digital Publishing Institute |c 2022 | ||
300 | |a 1 electronic resource (362 p.) | ||
336 | |a text |b txt |2 rdacontent | ||
337 | |a computer |b c |2 rdamedia | ||
338 | |a online resource |b cr |2 rdacarrier | ||
506 | 0 | |a Open Access |2 star |f Unrestricted online access | |
520 | |a 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 artificial intelligence and its subfields. These topics include, among others, deep learning and classic machine learning algorithms, neural modelling, architectures and learning algorithms, biologically inspired optimization algorithms, algorithms for autonomous driving, probabilistic models and Bayesian reasoning, intelligent agents and multiagent systems. We hope that the scientific results presented in this book will serve as valuable sources of documentation and inspiration for anyone willing to pursue research in artificial intelligence, machine learning and their widespread applications. | ||
540 | |a Creative Commons |f https://creativecommons.org/licenses/by/4.0/ |2 cc |4 https://creativecommons.org/licenses/by/4.0/ | ||
546 | |a English | ||
650 | 7 | |a Research & information: general |2 bicssc | |
650 | 7 | |a Mathematics & science |2 bicssc | |
653 | |a large margin nearest neighbor regression | ||
653 | |a distance metrics | ||
653 | |a prototypes | ||
653 | |a evolutionary algorithm | ||
653 | |a approximate differential optimization | ||
653 | |a multiple point hill climbing | ||
653 | |a adaptive sampling | ||
653 | |a free radical polymerization | ||
653 | |a autonomous driving | ||
653 | |a object tracking | ||
653 | |a trajectory prediction | ||
653 | |a deep neural networks | ||
653 | |a stochastic methods | ||
653 | |a applied machine learning | ||
653 | |a classification and regression | ||
653 | |a data mining | ||
653 | |a ensemble model | ||
653 | |a engineering informatics | ||
653 | |a gender-based violence in Mexico | ||
653 | |a twitter messages | ||
653 | |a class imbalance | ||
653 | |a k-nearest neighbor | ||
653 | |a instance-based learning | ||
653 | |a graph neural network | ||
653 | |a deep learning | ||
653 | |a hyperparameters | ||
653 | |a machine learning | ||
653 | |a optimization | ||
653 | |a inference | ||
653 | |a metaheuristics | ||
653 | |a animal-inspired | ||
653 | |a exploration | ||
653 | |a exploitation | ||
653 | |a hot rolled strip steel | ||
653 | |a surface defects | ||
653 | |a defect classification | ||
653 | |a knockout tournament | ||
653 | |a dynamic programming algorithm | ||
653 | |a computational complexity | ||
653 | |a combinatorics | ||
653 | |a intelligent transport systems | ||
653 | |a traffic control | ||
653 | |a spatial-temporal variable speed limit | ||
653 | |a multi-agent systems | ||
653 | |a reinforcement learning | ||
653 | |a distributed W-learning | ||
653 | |a urban motorways | ||
653 | |a multi-agent framework | ||
653 | |a .NET framework | ||
653 | |a simulations | ||
653 | |a agent-based systems | ||
653 | |a agent algorithms | ||
653 | |a software design | ||
653 | |a multisensory fingerprint | ||
653 | |a interoperability | ||
653 | |a DeepFKTNet | ||
653 | |a classification | ||
653 | |a generative adversarial networks | ||
653 | |a image classification | ||
653 | |a transfer learning | ||
653 | |a plastic bottle | ||
653 | |a n/a | ||
856 | 4 | 0 | |a www.oapen.org |u https://mdpi.com/books/pdfview/book/5725 |7 0 |z DOAB: download the publication |
856 | 4 | 0 | |a www.oapen.org |u https://directory.doabooks.org/handle/20.500.12854/87527 |7 0 |z DOAB: description of the publication |