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» On the Complexity of Function Learning
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MCS
2007
Springer
16 years 1 months ago
Group-Induced Vector Spaces
The strength of classifier combination lies either in a suitable averaging over multiple experts/sources or in a beneficial integration of complementary approaches. In this paper...
Manuele Bicego, Elzbieta Pekalska, Robert P. W. Du...
ROBOCUP
2007
Springer
99views Robotics» more  ROBOCUP 2007»
16 years 1 months ago
Instance-Based Action Models for Fast Action Planning
Abstract. Two main challenges of robot action planning in real domains are uncertain action effects and dynamic environments. In this paper, an instance-based action model is lear...
Mazda Ahmadi, Peter Stone
BIBE
2006
IEEE
160views Bioinformatics» more  BIBE 2006»
16 years 1 months ago
Methods for Random Modularization of Biological Networks
— Biological networks are formalized summaries of our knowledge about interactions among biological system components, like genes, proteins, or metabolites. From their global top...
Zachary M. Saul, Vladimir Filkov
HICSS
2006
IEEE
160views Biometrics» more  HICSS 2006»
16 years 1 months ago
A Case Study of a Longstanding Online Community of Practice Involving Critical Care and Advanced Practice Nurses
The aims of this study are: (1) to examine to what extent critical care and advanced practice nurses’ participation in an online listserv constituted a community of practice, an...
Noriko Hara, Khe Foon Hew
ICDM
2006
IEEE
145views Data Mining» more  ICDM 2006»
16 years 1 months ago
Stability Region Based Expectation Maximization for Model-based Clustering
In spite of the initialization problem, the ExpectationMaximization (EM) algorithm is widely used for estimating the parameters in several data mining related tasks. Most popular ...
Chandan K. Reddy, Hsiao-Dong Chiang, Bala Rajaratn...
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