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» Intractability and clustering with constraints
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GECCO
2008
Springer
102views Optimization» more  GECCO 2008»
14 years 10 months ago
Genetic-guided semi-supervised clustering algorithm with instance-level constraints
Yi Hong, Sam Kwong, Hui Xiong, Qingsheng Ren
PKDD
2010
Springer
166views Data Mining» more  PKDD 2010»
14 years 8 months ago
A Cluster-Level Semi-supervision Model for Interactive Clustering
Abstract. Semi-supervised clustering models, that incorporate user provided constraints to yield meaningful clusters, have recently become a popular area of research. In this paper...
Avinava Dubey, Indrajit Bhattacharya, Shantanu God...
AAAI
2007
15 years 21 hour ago
Scaling Up: Solving POMDPs through Value Based Clustering
Partially Observable Markov Decision Processes (POMDPs) provide an appropriately rich model for agents operating under partial knowledge of the environment. Since finding an opti...
Yan Virin, Guy Shani, Solomon Eyal Shimony, Ronen ...
CSB
2005
IEEE
118views Bioinformatics» more  CSB 2005»
15 years 3 months ago
Gene Teams with Relaxed Proximity Constraint
Functionally related genes co-evolve, probably due to the strong selection pressure in evolution. Thus we expect that they are present in multiple genomes. Physical proximity amon...
Sun Kim, Jeong-Hyeon Choi, Jiong Yang