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On the Abstraction of a Categorical Clustering Algorithm
2016Despite being one of the most common approach in unsupervised data analysis, a very small literature exists on the formalization of clustering algorithms. This paper proposes a semiring-based methodology, named Feature-Cluster Algebra, which is applied to abstract the representation of a labeled tree structure representing a hierarchical categorical ...
Mina Sheikhalishahi +2 more
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18th International Conference on Database and Expert Systems Applications (DEXA 2007), 2007
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A survey on nature inspired metaheuristic algorithms for partitional clustering
Swarm and Evolutionary Computation, 2014Ganapati Panda +1 more
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Clustering Algorithms in Biomedical Research: A Review
IEEE Reviews in Biomedical Engineering, 2010Donald C Wunsch, Rui Xu
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A review: accuracy optimization in clustering ensembles using genetic algorithms
Artificial Intelligence Review, 2011Hamidah Ibrahim +2 more
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A Survey of Evolutionary Algorithms for Clustering
IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews, 2009Alex Freitas +2 more
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A Survey of Clustering Algorithms for Big Data: Taxonomy and Empirical Analysis
IEEE Transactions on Emerging Topics in Computing, 2014Ibrahim Khalil +2 more
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Cluster selection in divisive clustering algorithms
Proceedings of the 2002 SIAM International Conference on Data Mining, 2002SAVARESI, SERGIO MATTEO +3 more
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