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ICDM
2010
IEEE
127views Data Mining» more  ICDM 2010»
15 years 4 months ago
Learning Markov Network Structure with Decision Trees
Traditional Markov network structure learning algorithms perform a search for globally useful features. However, these algorithms are often slow and prone to finding local optima d...
Daniel Lowd, Jesse Davis
ICDE
2003
IEEE
145views Database» more  ICDE 2003»
16 years 7 months ago
PXML: A Probabilistic Semistructured Data Model and Algebra
Despite the recent proliferation of work on semistructured data models, there has been little work to date on supporting uncertainty in these models. In this paper, we propose a m...
Edward Hung, Lise Getoor, V. S. Subrahmanian
SMC
2007
IEEE
136views Control Systems» more  SMC 2007»
16 years 20 days ago
Experimental implementation and validation of consensus algorithms on a mobile actuator and sensor network platform
— In this paper, we experimentally implement and validate distributed consensus algorithms on a mobile actuator and sensor network platform under directed, possibly switching int...
Wei Ren, Haiyang Chao, William Bourgeous, Nathan S...
IJCAI
2003
15 years 7 months ago
A Logic-based Algorithm for Image Sequence Interpretation and Anchoring
This paper describes a logic-based framework for interpretation of sequences of scenes captured by a stereo vision system of a mobile robot. An algorithm for anchoring and interpr...
Paulo Santos, Murray Shanahan
ICRA
2006
IEEE
138views Robotics» more  ICRA 2006»
16 years 13 days ago
Evaluation of Algorithms for bearing-only SLAM
— An important milestone for building affordable robots that can become widely popular is to address robustly the Simultaneous Localization and Mapping (SLAM) problem with inexpe...
Kostas E. Bekris, Max Glick, Lydia E. Kavraki