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111
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IROS
2006
IEEE
144views Robotics» more  IROS 2006»
15 years 8 months ago
Estimating Probability Distribution with Q-learning for Biped Gait Generation and Optimization
— A new biped gait generation and optimization method is proposed in the frame of Estimation of Distribution Algorithms (EDAs) with Q-learning method. By formulating the biped ga...
Lingyun Hu, Changjiu Zhou, Zengqi Sun
137
Voted
DIS
1998
Springer
15 years 6 months ago
Learning with Globally Predictive Tests
We introduce a new bias for rule learning systems. The bias only allows a rule learner to create a rule that predicts class membership if each test of the rule in isolation is pred...
Michael J. Pazzani
121
Voted
NIPS
2007
15 years 4 months ago
Probabilistic Matrix Factorization
Many existing approaches to collaborative filtering can neither handle very large datasets nor easily deal with users who have very few ratings. In this paper we present the Prob...
Ruslan Salakhutdinov, Andriy Mnih
122
Voted
IDEAS
2007
IEEE
144views Database» more  IDEAS 2007»
15 years 9 months ago
An Extensible and Personalized Approach to QoS-enabled Service Discovery
We present an extensible and customizable framework for the autonomous discovery of Semantic Web services based on their QoS properties. Using semantic technologies, users can spe...
Le-Hung Vu, Fabio Porto, Karl Aberer, Manfred Haus...
133
Voted
ICMCS
1999
IEEE
122views Multimedia» more  ICMCS 1999»
15 years 7 months ago
Multimedia Document Models - Sealed Fate or Setting out for New Shores?
Existing multimedia document models like HTML, MHEG, SMIL, and HyTime lack appropriate modeling primitives to fit the needs of next generation multimedia applications which bring ...
Susanne Boll, Wolfgang Klas, Utz Westermann