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 1923, 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.
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.-&lC,