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 artificial intelli...

Full description

Saved in:
Bibliographic Details
HerausgeberIn:
Sonstige:
Year of Publication:2022
Language:English
Physical Description:1 electronic resource (362 p.)
Tags: Add Tag
No Tags, Be the first to tag this record!
LEADER 04287nam-a2201093z--4500
001 993545050204498
005 20231214133529.0
006 m o d
007 cr|mn|---annan
008 202207s2022 xx |||||o ||| 0|eng d
035 |a (CKB)5690000000011964 
035 |a (oapen)https://directory.doabooks.org/handle/20.500.12854/87527 
035 |a (EXLCZ)995690000000011964 
041 0 |a eng 
100 1 |a Leon, Florin  |4 edt 
245 1 0 |a Advances in Artificial Intelligence: Models, Optimization, and Machine Learning 
246 |a Advances in Artificial Intelligence 
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 
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. 
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 
776 |z 3-0365-4515-8 
776 |z 3-0365-4516-6 
700 1 |a Hulea, Mircea  |4 edt 
700 1 |a Gavrilescu, Marius  |4 edt 
700 1 |a Leon, Florin  |4 oth 
700 1 |a Hulea, Mircea  |4 oth 
700 1 |a Gavrilescu, Marius  |4 oth 
906 |a BOOK 
ADM |b 2023-12-15 05:56:54 Europe/Vienna  |f system  |c marc21  |a 2022-07-14 08:50:39 Europe/Vienna  |g false 
AVE |i DOAB Directory of Open Access Books  |P DOAB Directory of Open Access Books  |x https://eu02.alma.exlibrisgroup.com/view/uresolver/43ACC_OEAW/openurl?u.ignore_date_coverage=true&portfolio_pid=5337817650004498&Force_direct=true  |Z 5337817650004498  |b Available  |8 5337817650004498