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Artificial Intelligence and Soft Computing de Leszek Rutkowski

Artificial Intelligence and Soft Computing: Lecture Notes in Computer Science

Editat de Leszek Rutkowski, Rafa¿ Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
en Limba Engleză Paperback – 24 ian 2023
The 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.
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Specificații

ISBN-13: 9783031234798
ISBN-10: 3031234790
Pagini: 420
Ilustrații: XVIII, 401 p. 150 illus., 95 illus. in color.
Dimensiuni: 155 x 235 x 23 mm
Greutate: 0.63 kg
Ediția:1st edition 2023
Editura: Springer
Seria Lecture Notes in Computer Science

Locul publicării:Cham, Switzerland

Cuprins

Computer Vision, Image and Speech Analysis.- Unsupervised Pose Estimation by means of an innovative Vision Transformer.- CamCarv - Expose the source Camera at the rear of seam insertion.- Text Line Segmentation in Historical Newspapers.- Stacked ensemble of convolutional neural networks for follicles detection on scalp images.- RGB-D SLAM with Deep Depth Completion.- Semantically consistent sim-to-real image translation with neural networks.- Hand gesture recognition for medical purposes using CNN.- Data Mining.- A streaming approach to the Core Vector Machine.- Identifying Cannabis Use Risk through Social Media Based on Deep Learning Methods.- On a Combination of Clustering Methods and Isolation Forest.- K-Medoids-Surv: A patients risk stratification algorithm considering censored data.- A Benchmark of Process Drift Detection Tools: Experimental Protocol and Statistical Analysis.- Improving Solar Flare Prediction by Time Series Outlier Detection.- Various Problems of Artificial Intelligence.- Tourism Stock Prices, Systemic Risk and Tourism Growth: A Kalman Filter with Prior Update DSGE-VAR Model.- An expert system to detect and classify CNS disorders based on eye test data using SVM and Nature-Inspired Algorithms.- Assessment of Semi-Supervised approaches applied to Convolutional Neural Networks.- Bi-Space Search: Optimizing the Hybridization of Search Spaces in Solving the One Dimensional Bin Packing Problem.- Assessing the Sentiment of Book Characteristics Using Machine Learning NLP Models.- Autoencoder neural network for detecting non-human web traffic.- Edge Detection-Based Full-Disc Solar Image Hashing.- Employee Turnover Prediction From Email Communication Analysis.- Buggy Pinball: A Novel Single-point Meta-heuristic for Global Continuous Optimization.- Privacy Preserving by Removing Sensitive Data from Documents with Fully Convolutional Networks.- A New Approach to Statistical Iterative Reconstruction Algorithm for a CT Scanner with Flying Focal Spot Using a Rebinning method.- Algorithm for solving optimal placement of routers in mines.- An Improved Structure-Based Partial Solution Search for the Examination Timetabling Problem.- Human Activity Recognition for Online Examination Environment using CNN.- BIM-based Approach to House Renovation Projects Assessment.- Machine Learning-based Conditioning and Drying of Sewage Sludge as Part of the Management of Co-fermentation Processes.- An efficient algorithm to find a maximum weakly stable matching for SPA-ST problem.- Author Attribution of Literary Texts in Polish by the Sequence Averaging.- Bioinformatics, Biometrics and Medical Applications.- Prediction of Protein Molecular Functions Using Transformers.- Dynamic signature verification using selected regions.

Descriere

Descriere de la o altă ediție sau format:
The two-volume set ICAISC 2024 15164, 15165 and 15166 constitutes the refereed proceedings of the 23rd International Conference on Artificial Intelligence and Soft Computing, ICAISC 2024, held in Zakopane, Poland, during June 16–20, 2024. The 96 full papers included in this book were carefully reviewed and selected from 179 submissions.