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cs.LG2025
GaussianPSL: Soft partitioning for complex PSL problem
Phuong Mai Dinh, Van-Nam Huynh
Many practical applications of multi-objective optimization (MOO), including engineering design, autonomous systems, and machine learning, often yield complex Pareto frontiers (e.g…
cs.LG2025
Synergistic Fusion of Multi-Source Knowledge via Evidence Theory for High-Entropy Alloy Discovery
Minh-Quyet Ha, Dinh-Khiet Le, Duc-Anh Dao +6
Discovering novel high-entropy alloys (HEAs) with desirable properties is challenging due to the vast compositional space and complex phase formation mechanisms. Efficient explorat…
cs.LG2025★ 168 cited
Estimating the Optimal Number of Clusters in Categorical Data Clustering by Silhouette Coefficient
Duy-Tai Dinh, Tsutomu Fujinami, Van-Nam Huynh
The problem of estimating the number of clusters (say k) is one of the major challenges for the partitional clustering. This paper proposes an algorithm named k-SCC to estimate the…