04535nam 2201165z- 450 991058021240332120220706(CKB)5690000000011964(oapen)https://directory.doabooks.org/handle/20.500.12854/87527(oapen)doab87527(EXLCZ)99569000000001196420202207d2022 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierAdvances in Artificial Intelligence: Models, Optimization, and Machine LearningBaselMDPI - Multidisciplinary Digital Publishing Institute20221 online resource (362 p.)3-0365-4515-8 3-0365-4516-6 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.Advances in Artificial IntelligenceMathematics and SciencebicsscResearch and information: generalbicssc.NET frameworkadaptive samplingagent algorithmsagent-based systemsanimal-inspiredapplied machine learningapproximate differential optimizationautonomous drivingclass imbalanceclassificationclassification and regressioncombinatoricscomputational complexitydata miningdeep learningdeep neural networksDeepFKTNetdefect classificationdistance metricsdistributed W-learningdynamic programming algorithmengineering informaticsensemble modelevolutionary algorithmexploitationexplorationfree radical polymerizationgender-based violence in Mexicogenerative adversarial networksgraph neural networkhot rolled strip steelhyperparametersimage classificationinferenceinstance-based learningintelligent transport systemsinteroperabilityk-nearest neighborknockout tournamentlarge margin nearest neighbor regressionmachine learningmetaheuristicsmulti-agent frameworkmulti-agent systemsmultiple point hill climbingmultisensory fingerprintn/aobject trackingoptimizationplastic bottleprototypesreinforcement learningsimulationssoftware designspatial-temporal variable speed limitstochastic methodssurface defectstraffic controltrajectory predictiontransfer learningtwitter messagesurban motorwaysMathematics and ScienceResearch and information: generalLeon Florinedt1297586Hulea MirceaedtGavrilescu MariusedtLeon FlorinothHulea MirceaothGavrilescu MariusothBOOK9910580212403321Advances in Artificial Intelligence: Models, Optimization, and Machine Learning3024578UNINA