Dec 1, 2021 · Abstract: Using a nonconvex nonsmooth optimization approach, we introduce a model for semisupervised clustering (SSC) with pairwise constraints.

Abstract— Using a nonconvex nonsmooth optimization approach, we introduce a model for semisupervised clustering. (SSC) with pairwise constraints.

Using a nonconvex nonsmooth optimization approach, we introduce a model for semisupervised clustering (SSC) with pairwise constraints.

Nonsmooth Optimization-Based Model and Algorithm for Semisupervised Clustering · IEEE Transactions on Neural Networks and Learning Systems, September 2023.

Dec 1, 2021 · Using a nonconvex nonsmooth optimization approach, we introduce a model for semisupervised clustering (SSC) with pairwise constraints.

We also consider different algorithms for solving nonsmooth nonconvex optimization problems in cluster analysis. The proposed algorithms are tested using ...

Nonsmooth Optimization Based Algorithms in Cluster Analysis · List of references · Publications that cite this publication.

In Chap. 4, we formulated different optimization models of the clustering problem. Using these models, one can apply various heuristics or optimization ...

Provides a comprehensive description of clustering algorithms based on nonsmooth and global optimization techniques.

Nonsmooth optimization-based model and algorithm for semisupervised clustering. - Bagirov, Adil, Taheri, Sona, Bai, Fusheng, Zheng ...