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245 1 0 _aArtificial Intelligence and Soft Computing
_h[electronic resource] :
_b21st International Conference, ICAISC 2022, Zakopane, Poland, June 19-23, 2022, Proceedings, Part I /
_cedited by Leszek Rutkowski, Rafał Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada.
250 _a1st ed. 2023.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2023.
300 _aXVIII, 439 p. 117 illus., 91 illus. in color.
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336 _atext
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490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v13588
505 0 _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 toImprove 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.
520 _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.
650 0 _aArtificial intelligence.
_93407
650 0 _aNumerical analysis.
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650 0 _aAlgorithms.
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650 0 _aComputer networks .
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650 0 _aSocial sciences
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650 0 _aEducation
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650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aNumerical Analysis.
_94603
650 2 4 _aDesign and Analysis of Algorithms.
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650 2 4 _aComputer Communication Networks.
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650 2 4 _aComputer Application in Social and Behavioral Sciences.
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650 2 4 _aComputers and Education.
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700 1 _aRutkowski, Leszek.
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700 1 _aScherer, Rafał.
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700 1 _aKorytkowski, Marcin.
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700 1 _aPedrycz, Witold.
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700 1 _aTadeusiewicz, Ryszard.
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700 1 _aZurada, Jacek M.
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