Clustering and Classification

By M. Narasimha Murty, Anirban Biswas. Data-Driven Science and Engineering, 2019

343 citations recorded by the source corpus.

Optimization is another important tool that helps in defining, designing, and in model selection in various machine learning tasks including dimensionality reduction, clustering, and classification. We discuss, in this chapter, the role of optimization in feature selection, feature extraction, clustering, and classification.

Subfields: Artificial Intelligence, Computer Vision and Pattern Recognition, Statistical and Nonlinear Physics

View Paper: https://www.semanticscholar.org/paper/c6664edeb182be18e6d77e65f07858dd972d55f2