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IJCAI
2007
15 years 6 months ago
Collapsed Variational Dirichlet Process Mixture Models
Nonparametric Bayesian mixture models, in particular Dirichlet process (DP) mixture models, have shown great promise for density estimation and data clustering. Given the size of ...
Kenichi Kurihara, Max Welling, Yee Whye Teh
ICDM
2003
IEEE
138views Data Mining» more  ICDM 2003»
15 years 10 months ago
PixelMaps: A New Visual Data Mining Approach for Analyzing Large Spatial Data Sets
PixelMaps are a new pixel-oriented visual data mining technique for large spatial datasets. They combine kerneldensity-based clustering with pixel-oriented displays to emphasize c...
Daniel A. Keim, Christian Panse, Mike Sips, Stephe...
IROS
2007
IEEE
142views Robotics» more  IROS 2007»
15 years 11 months ago
Decentralized SLAM for pedestrians without direct communication
Abstract— We consider the problem of Decentralized Simultaneous Localization And Mapping (DSLAM) for pedestrians in the context of Urban Search And Rescue (USAR). In this context...
Alexander Kleiner, Dali Sun
IEEEARES
2006
IEEE
15 years 11 months ago
Fair Trading of Information: A Proposal for the Economics of Peer-to-Peer Systems
A P2P currency can be a powerful tool for promoting exchanges in a trusted way that make use of under-utilized resources both in computer networks and in real life. There are thre...
Kenji Saito, Eiichi Morino, Jun Murai
147
Voted
VLDB
2005
ACM
117views Database» more  VLDB 2005»
15 years 10 months ago
Parallel Querying with Non-Dedicated Computers
We present DITN, a new method of parallel querying based on dynamic outsourcing of join processing tasks to non-dedicated, heterogeneous computers. In DITN, partitioning is not th...
Vijayshankar Raman, Wei Han, Inderpal Narang