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ICDM
2003
IEEE
181views Data Mining» more  ICDM 2003»
14 years 3 months ago
Dynamic Weighted Majority: A New Ensemble Method for Tracking Concept Drift
Algorithms for tracking concept drift are important for many applications. We present a general method based on the Weighted Majority algorithm for using any online learner for co...
Jeremy Z. Kolter, Marcus A. Maloof
ISPD
2003
ACM
92views Hardware» more  ISPD 2003»
14 years 3 months ago
Benchmarking for large-scale placement and beyond
Over the last five years the VLSI Placement community achieved great strides in the understanding of placement problems, developed new high-performance algorithms, and achieved i...
Saurabh N. Adya, Mehmet Can Yildiz, Igor L. Markov...
HT
2010
ACM
14 years 2 months ago
Community-based ranking of the social web
The rise of social interactions on the Web requires developing new methods of information organization and discovery. To that end, we propose a generative community-based probabil...
Said Kashoob, James Caverlee, Krishna Kamath
ICDM
2002
IEEE
143views Data Mining» more  ICDM 2002»
14 years 2 months ago
A Hybrid Approach to Discover Bayesian Networks From Databases Using Evolutionary Programming
This paper describes a novel data mining approach that employs evolutionary programming to discover knowledge represented in Bayesian networks. There are two different approaches ...
Man Leung Wong, Shing Yan Lee, Kwong-Sak Leung
ITS
2010
Springer
166views Multimedia» more  ITS 2010»
14 years 2 months ago
Socially Capable Conversational Tutors Can Be Effective in Collaborative Learning Situations
Tutorial Dialog has been shown to be effective in supporting both individual as well as group learners. However, unlike the case with individual learners, teams of learners often i...
Rohit Kumar, Hua Ai, Jack L. Beuth, Carolyn Penste...