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ICDM
2003
IEEE
181views Data Mining» more  ICDM 2003»
16 years 10 days 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
ICDM
2003
IEEE
134views Data Mining» more  ICDM 2003»
16 years 10 days ago
Probabilistic User Behavior Models
We present a mixture model based approach for learning individualized behavior models for the Web users. We investigate the use of maximum entropy and Markov mixture models for ge...
Eren Manavoglu, Dmitry Pavlov, C. Lee Giles
ICDM
2003
IEEE
99views Data Mining» more  ICDM 2003»
16 years 10 days ago
Simple Estimators for Relational Bayesian Classifiers
In this paper we present the Relational Bayesian Classifier (RBC), a modification of the Simple Bayesian Classifier (SBC) for relational data. There exist several Bayesian classif...
Jennifer Neville, David Jensen, Brian Gallagher
ICPPW
2003
IEEE
16 years 10 days ago
A Fault-tolerant Routing Strategy for Gaussian Cube Using Gaussian Tree
Gaussian Cubes (GCs) are a family of interconnection topologies in which the interconnection density and algorithmic efficiency are linked by a common parameter, the variation of ...
Loh Peter, Xinhua Zhang
151
Voted
ICRA
2003
IEEE
141views Robotics» more  ICRA 2003»
16 years 10 days ago
Outdoor exploration and SLAM using a compressed filter
Abstract— In this paper we describe the use of automatic exploration for autonomous mapping of outdoor scenes. We describe a real-time SLAM implementation along with an autonomou...
John Folkesson, Henrik I. Christensen
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