LEADER 06632nam 22007335 450 001 996508670803316 005 20230123102533.0 010 $a3-031-23492-8 024 7 $a10.1007/978-3-031-23492-7 035 $a(MiAaPQ)EBC7186248 035 $a(Au-PeEL)EBL7186248 035 $a(CKB)26050257500041 035 $a(DE-He213)978-3-031-23492-7 035 $a(PPN)267807023 035 $a(EXLCZ)9926050257500041 100 $a20230123d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aArtificial Intelligence and Soft Computing$b[electronic resource] $e21st International Conference, ICAISC 2022, Zakopane, Poland, June 19?23, 2022, Proceedings, Part I /$fedited by Leszek Rutkowski, Rafa? Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada 205 $a1st ed. 2023. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2023. 215 $a1 online resource (449 pages) 225 1 $aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v13588 300 $aIncludes index. 311 08$aPrint version: Rutkowski, Leszek Artificial Intelligence and Soft Computing Cham : Springer International Publishing AG,c2023 9783031234910 327 $aNeural Networks and Their Applications -- A fast learning algorithm for the multilayer neural network -- A new computational approach to the Levenberg-Marquardt learning algorithm -- Training subjective perception biased images of vehicle ambient lights with deep belief networks using backpropagation- and enforcing-rules supervised -- An Empirical Study of Adversarial Domain Adaptation on Time Series Data -- Human-AI-Collaboration to increase the perception of VR -- Portfolio Transformer for Attention-Based Asset Allocation -- Transfer Learning with Deep Neural Embeddings for Music Classification Tasks -- Analysis and detection of DDoS Backscatter using NetFlow data, hyperband-optimised DeepLearning and explainability techniques -- BiLSTM deep learning model for heart problems detection -- Short Texts Representations for Legal Domain Classification -- Synthetic slowness shear well-logs prediction using supervised machine learning models -- ARIMA for Short-Term and LSTM for Long-Term in Daily Bitcoin Price Prediction -- Multi-objective Bayesian Optimization for Neural Architecture Search -- Multilayer Perceptrons with Banach-like Perceptrons Based on Semi-Inner Products ? About Approximation Completeness -- Fuzzy Systems and Their Applications -- Similarity Fuzzy Semantic Networks and Inference. An application to analysis of radical discourse in Twitter -- An Application of Information Granules to Detect Anomalies in COVID-19 Reports -- Type-2 fuzzy classifier with smooth type-reduction -- Evolutionary Algorithms and Their Applications -- A multi-population-based algorithm with different ways of subpopulations cooperation -- Automated Design of Dynamic Heuristic Set Selection for Cross-Domain Selection Hyper-Heuristics -- Evolutionary Approach to Melodic Line Harmonization -- Using Automatic Programming to Improve Gradient Boosting for Classification -- Forced Movement Extensions of the Particle Swarm Optimizers with Inertia Weight -- LQ-R-SHADE: R-SHADE with quadratic surrogate model -- Pattern Classification -- Overload Monitoring System Using Sound Analysis for Electrical Machines -- Employing Convolutional Neural Networks for Continual Learning -- Explaining Machine Learning Predictions In Botnet Detection -- Learning Functional Descriptors Based on the Bernstein Polynomials - Preliminary Studies -- Artificial Intelligence in Modeling and Simulation -- Multiscale Multifractal Detrended Analysis of Speculative Attacks Dynamics in Cryptocurrencies -- A Heuristic Repair Algorithm for the Hospitals/Residents problem with Ties -- The Impact of Data Preprocessing on Prediction Effectiveness -- Convergence of RBF Networks Regression Function Estimates and Classifiers -- A Comparative Study of Genetic Programming Variants -- Optimization of Parameterized Behavior Trees in RTS Games -- Using Answer Set Programming to Improve Sensor Network Lifetime -- Spectroscopy-Based Prediction of In Vitro Dissolution Profile Using Random Decision Forests -- Validation of Labelling Algorithms for Abstract Argumentation Frameworks: The Case of Listing Stable Extensions. 330 $aThe two-volume set LNAI 13588 and 13589 constitutes the refereed post-conference proceedings of the 21st International Conference on Artificial Intelligence and Soft Computing, ICAISC 2022, held in Zakopane, Poland, during June 19?23, 2022. The 69 revised full papers presented in these proceedings were carefully reviewed and selected from 161 submissions. The papers are organized in the following topical sections: Volume I: Neural networks and their applications; fuzzy systems and their applications; evolutionary algorithms and their applications; pattern classification; artificial intelligence in modeling and simulation. Volume II: Computer vision, image and speech analysis; data mining; various problems of artificial intelligence; bioinformatics, biometrics and medical applications. 410 0$aLecture Notes in Artificial Intelligence,$x2945-9141 ;$v13588 606 $aArtificial intelligence 606 $aNumerical analysis 606 $aAlgorithms 606 $aComputer networks 606 $aSocial sciences?Data processing 606 $aEducation?Data processing 606 $aArtificial Intelligence 606 $aNumerical Analysis 606 $aDesign and Analysis of Algorithms 606 $aComputer Communication Networks 606 $aComputer Application in Social and Behavioral Sciences 606 $aComputers and Education 615 0$aArtificial intelligence. 615 0$aNumerical analysis. 615 0$aAlgorithms. 615 0$aComputer networks. 615 0$aSocial sciences?Data processing. 615 0$aEducation?Data processing. 615 14$aArtificial Intelligence. 615 24$aNumerical Analysis. 615 24$aDesign and Analysis of Algorithms. 615 24$aComputer Communication Networks. 615 24$aComputer Application in Social and Behavioral Sciences. 615 24$aComputers and Education. 676 $a006.3 702 $aRutkowski$b Leszek 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996508670803316 996 $aArtificial Intelligence and Soft Computing$92069900 997 $aUNISA