Advances in Data Science and Optimization of Complex Systems : Proceedings of the International Conference on Applied Mathematics and Computer Science - ICAMCS 2024. Volume 2 (Lecture Notes in Networks and Systems)

Le Thi, Hoai An (EDT)/ Le, Hoai Minh (EDT)/ Nguyen, Quang Thuan (EDT)

Springer（2025/08発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 417 p.
• 言語 ENG
• 商品コード 9783032002662

Description

This proceeding set contains 81 selected full papers presented at the International Conference on Applied Mathematics and Computer Science (ICAMCS 2024), which was held on December 20-21, 2024 in Hanoi, Vietnam, in honor of Professors Pham Dinh Tao and Le Thi Hoai An for the 40th birthday of DC (Difference of Convex functions) programming and DCA (DC Algorithm). The book covers theoretical and algorithmic as well as practical issues connected with several domains of Applied Mathematics and Computer Science, especially Optimization and Data Science. The present part II of the 2-volume set includes articles devoted to Machine Learning: Algorithms and Applications. Researchers and practitioners in related areas will find a wealth of inspiring ideas and useful tools and techniques for their own work.

.- Investigation of the modeling capability of Kolomogrov Arnold network for part quality prediction in machining.- Enhancing Taxonomy Construction via Sentence Embedding Models Trained with LLM-Generated Similarity Scores.- Feature Extraction Methods for Anomaly Detection using Electrocardiography Signal, etc.