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Analysis of Clustering Algorithms
2016Cluster analysis or clustering is the task of grouping a set of objects in such a way that objects in the same group (called a cluster) are more similar (in some sense or another) to each other than to those in other groups (clusters). It is a main task of exploratory data mining, and a common technique for statistical data analysis, used in many ...
Iryna Zheliznyak +2 more
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Probabilistic Analysis of Algorithms
1998Rather than analyzing the worst case performance of algorithms, one can investigate their performance on typical instances of a given size. This is the approach we investigate in this paper. Of course, the first question we must answer is: what do we mean by a typical instance of a given size?
Alan M. Frieze, Bruce Reed
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Analytic analysis of algorithms
1992The average case analysis of algorithms can avail itself of the development of synthetic methods in combinatorial enumerations and in asymptotic analysis. Symbolic methods in combinatorial analysis permit to express directly the counting generating functions of wide classes of combinatorial structures.
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Emerging Themes in CryoEM─Single Particle Analysis Image Processing
Chemical Reviews, 2022Jose Luis Vilas +2 more
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A framework for evaluating the performance of SMLM cluster analysis algorithms
Nature Methods, 2023Daniel J Nieves +2 more
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Interventions with Family Caregivers of Cancer Patients: Meta-Analysis of Randomized Trials
Ca-A Cancer Journal for Clinicians, 2010Laurel L Northouse +2 more
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