04494nam 2201141z- 450 991058021240332120231214133529.0(CKB)5690000000011964(oapen)https://directory.doabooks.org/handle/20.500.12854/87527(EXLCZ)99569000000001196420202207d2022 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierAdvances in Artificial Intelligence: Models, Optimization, and Machine LearningBaselMDPI - Multidisciplinary Digital Publishing Institute20221 electronic 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 IntelligenceResearch & information: generalbicsscMathematics & sciencebicssclarge margin nearest neighbor regressiondistance metricsprototypesevolutionary algorithmapproximate differential optimizationmultiple point hill climbingadaptive samplingfree radical polymerizationautonomous drivingobject trackingtrajectory predictiondeep neural networksstochastic methodsapplied machine learningclassification and regressiondata miningensemble modelengineering informaticsgender-based violence in Mexicotwitter messagesclass imbalancek-nearest neighborinstance-based learninggraph neural networkdeep learninghyperparametersmachine learningoptimizationinferencemetaheuristicsanimal-inspiredexplorationexploitationhot rolled strip steelsurface defectsdefect classificationknockout tournamentdynamic programming algorithmcomputational complexitycombinatoricsintelligent transport systemstraffic controlspatial-temporal variable speed limitmulti-agent systemsreinforcement learningdistributed W-learningurban motorwaysmulti-agent framework.NET frameworksimulationsagent-based systemsagent algorithmssoftware designmultisensory fingerprintinteroperabilityDeepFKTNetclassificationgenerative adversarial networksimage classificationtransfer learningplastic bottleResearch & information: generalMathematics & scienceLeon Florinedt1297586Hulea MirceaedtGavrilescu MariusedtLeon FlorinothHulea MirceaothGavrilescu MariusothBOOK9910580212403321Advances in Artificial Intelligence: Models, Optimization, and Machine Learning3024578UNINA