Intersect
发表于 2025-3-30 10:37:57
An Ensemble Pruning Primer,resentative methods of each category. It abstracts their key components and discusses their main advantages and disadvantages. We hope that this work will serve as a good starting point and reference for researchers working on the development of new ensemble pruning methods.
capsule
发表于 2025-3-30 13:55:23
Clustering Ensembles with Active Constraints, during the partitioning process. The experimental results show that our constrained ensemble technique is capable of producing a partition that is as good as, or better, than those computed by other semi-supervised clustering approaches.
减震
发表于 2025-3-30 19:02:01
Integrating Liknon Feature Selection and Committee Training,In problems, characterized by nonlinear class separation, the Liknon-selected feature profiles, optimal for linear class separation, also identify the relevant feature subspaces. The capabilities of the proposed approach are illustrated in a benchmark of NIPS2003 feature selection challenge.