Artificial Intelligence and Soft Computing: 21st International Conference, ICAISC 2022, Zakopane, Poland, June 19-23, 2022, Proceedings, Part I

The 21st International Conference on Artificial Intelligence and Soft Computing, ICAISC 2022, held in Zakopane, Poland, had 69 revised full papers presented in two volumes. The papers are organized in topical sections, including neural networks, fuzzy systems, evolutionary algorithms, pattern classification, artificial intelligence in modeling and simulation, computer vision, image and speech analysis, data mining, various problems of artificial intelligence, bioinformatics, biometrics, and medical applications.

Format: Paperback / softback
Length: 439 pages
Publication date: 24 January 2023
Publisher: Springer International Publishing AG

The 21st International Conference on Artificial Intelligence and Soft Computing, ICAISC 2022, was held in Zakopane, Poland, from June 19 to 23, 2022. This conference brought together experts from around the world to discuss the latest advancements in artificial intelligence and soft computing. The proceedings of the conference, published in two volumes as LNAI 13588 and 13589, contain a selection of 69 revised full papers that were carefully reviewed and chosen from 161 submissions.

The papers in these proceedings are organized into several topical sections, covering various aspects of artificial intelligence and soft computing.

Volume I: Neural Networks and Their Applications
This volume explores the use of neural networks in various fields, including computer vision, image and speech analysis, and pattern classification. The papers discuss the latest techniques and applications of neural networks, such as deep learning, convolutional neural networks, and recurrent neural networks.

Volume II: Computer Vision, Image and Speech Analysis
In this volume, the focus is on computer vision, image and speech analysis, and data mining. The papers address various challenges in these areas, such as object detection, face recognition, speech recognition, and image segmentation. The authors also present innovative solutions and algorithms for these problems.

Data Mining
Data mining is another important area covered in these proceedings. The papers discuss various techniques and algorithms for data mining, such as clustering, classification, and regression. The authors explore the applications of data mining in various fields, such as healthcare, finance, and marketing.

Various Problems of Artificial Intelligence
This volume focuses on various problems of artificial intelligence, such as decision-making, planning, and learning. The papers discuss the latest research and developments in these areas, including reinforcement learning, evolutionary algorithms, and machine learning.

Bioinformatics, Biometrics, and Medical Applications
The final volume of the proceedings explores the applications of artificial intelligence and soft computing in bioinformatics, biometrics, and medical applications. The papers discuss the use of these technologies in healthcare, genetics, and personalized medicine.

Overall, the two-volume set LNAI 13588 and 13589 provides a comprehensive overview of the latest advancements in artificial intelligence and soft computing. The papers in these proceedings cover a wide range of topics and are written by leading researchers and experts in the field.

The conference organizers would like to express their gratitude to all the participants, speakers, and reviewers for their contributions to the success of ICAISC 2022. We hope that this proceedings will serve as a valuable resource for researchers and practitioners in the field.

Weight: 700g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031234910
Edition number: 1st ed. 2023