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A New Validity Index for Fuzzy Clustering
2009 Chinese Conference on Pattern Recognition, 2009A 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
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Unsupervised video summarization via clustering validity index
Multimedia Tools and Applications, 2019Although 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
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Radiotheranostics in oncology: Making precision medicine possible
Ca-A Cancer Journal for Clinicians, 2023Eric Aboagye
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Validation Index for Transactional Clustering
Journal of Pattern Recognition Research, 2009Piyang Wang, W. M. Ma, Tommy W. S. Chow
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Analysis and application of clustering validity indexes
2022 International Conference on Machine Learning and Intelligent Systems Engineering (MLISE), 2022Xiao Li +4 more
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Targeted drug delivery strategies for precision medicines
Nature Reviews Materials, 2021Mandana T Manzari +2 more
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Unlocking the potential of antibody–drug conjugates for cancer therapy
Nature Reviews Clinical Oncology, 2021Joshua Drago +2 more
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Cluster Equality Validity Index and Efficient Clustering Optimization Strategy
2023Zebin Huang +3 more
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Weyl, Dirac and high-fold chiral fermions in topological quantum matter
Nature Reviews Materials, 2021M Zahid Hasan +2 more
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