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KSEM
2009
Springer
14 years 2 months ago
A Competitive Learning Approach to Instance Selection for Support Vector Machines
Abstract. Support Vector Machines (SVM) have been applied successfully in a wide variety of fields in the last decade. The SVM problem is formulated as a convex objective function...
Mario Zechner, Michael Granitzer
FCT
2009
Springer
14 years 2 months ago
Competitive Group Testing and Learning Hidden Vertex Covers with Minimum Adaptivity
Suppose that we are given a set of n elements d of which are “defective”. A group test can check for any subset, called a pool, whether it contains a defective. It is well know...
Peter Damaschke, Azam Sheikh Muhammad
ICANN
2007
Springer
14 years 1 months ago
Boosting Unsupervised Competitive Learning Ensembles
Topology preserving mappings are great tools for data visualization and inspection in large datasets. This research presents a combination of several topology preserving mapping mo...
Emilio Corchado, Bruno Baruque, Hujun Yin
NIPS
1994
13 years 8 months ago
Plasticity-Mediated Competitive Learning
Nicol N. Schraudolph, Terrence J. Sejnowski
ETS
2008
IEEE
80views Hardware» more  ETS 2008»
13 years 7 months ago
Beyond Sharing: Engaging Students in Cooperative and Competitive Active Learning
Gloria Yi-Ming Kao, Sunny S. J. Lin, Chuen-Tsai Su...