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A New Validity Index for Fuzzy Clustering

2009 Chinese Conference on Pattern Recognition, 2009
A new validity index is proposed to determine the optimal number of clusters for fuzzy clustering. In a good partition, the similarity between data points within a cluster should be maximized and the clusters should be separated. Intra-cluster variation is defined to measure the similarity within a cluster; it should be minimized for a good cluster ...
Shenglan Ben, Guangda Su
openaire   +1 more source

Unsupervised video summarization via clustering validity index

Multimedia Tools and Applications, 2019
Although lots of the prior works have been proposed to solve the representative selection problem of video summarization, the main difficulty is still left for determining the optimal representatives’ number of the raw videos that are not annotated. In this paper, we propose an unsupervised video summarization method by motion-based frame selection and
Ye Zhao   +4 more
openaire   +1 more source

Patient navigation across the cancer care continuum: An overview of systematic reviews and emerging literature

Ca-A Cancer Journal for Clinicians, 2023
Matthew Tieu   +2 more
exaly  

Radiotheranostics in oncology: Making precision medicine possible

Ca-A Cancer Journal for Clinicians, 2023
Eric Aboagye
exaly  

Validation Index for Transactional Clustering

Journal of Pattern Recognition Research, 2009
Piyang Wang, W. M. Ma, Tommy W. S. Chow
openaire   +1 more source

Analysis and application of clustering validity indexes

2022 International Conference on Machine Learning and Intelligent Systems Engineering (MLISE), 2022
Xiao Li   +4 more
openaire   +1 more source

Targeted drug delivery strategies for precision medicines

Nature Reviews Materials, 2021
Mandana T Manzari   +2 more
exaly  

Unlocking the potential of antibody–drug conjugates for cancer therapy

Nature Reviews Clinical Oncology, 2021
Joshua Drago   +2 more
exaly  

Weyl, Dirac and high-fold chiral fermions in topological quantum matter

Nature Reviews Materials, 2021
M Zahid Hasan   +2 more
exaly  

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