Advances in Data Science and Optimization of Complex Systems: Proceedings of the International Conference...

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Hoai An Le Thi Hoai Minh Le

Advances in Data Science and Optimization of Complex Systems

Proceedings of the International Conference on Applied Mathematics and Computer Science – ICAMCS...

Hoai An Le Thi, Hoai Minh Le, Quang Thuan Nguyen

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English

Springer Nature Switzerland AG
27 August 2025

Maths for engineers; Artificial intelligence

Series: Lecture Notes in Networks and Systems

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.

Edited by: Hoai An Le Thi, Hoai Minh Le, Quang Thuan Nguyen
Imprint: Springer Nature Switzerland AG
Country of Publication: Switzerland
Volume: 1569
Dimensions: Height: 235mm, Width: 155mm,
ISBN: 9783032002662
ISBN 10: 3032002664
Series: Lecture Notes in Networks and Systems
Pages: 420
Publication Date: 27 August 2025
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

.- 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.