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» On the efficiency of adaptive MCMC algorithms
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95
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ICTAI
1993
IEEE
15 years 1 months ago
Robust Feature Selection Algorithms
Selecting a set of features which is optimal for a given task is a problem which plays an important role in a wide variety of contexts including pattern recognition, adaptive cont...
Haleh Vafaie, Kenneth DeJong
INFORMATICALT
2008
124views more  INFORMATICALT 2008»
14 years 9 months ago
Hierarchical Adaptive Clustering
This paper studies an adaptive clustering problem. We focus on re-clustering an object set, previously clustered, when the feature set characterizing the objects increases. We prop...
Gabriela Serban, Alina Campan
VLDB
2004
ACM
119views Database» more  VLDB 2004»
15 years 9 months ago
Evaluating holistic aggregators efficiently for very large datasets
Indatawarehousingapplications,numerousOLAP queries involve the processing of holistic aggregators such as computing the "top n," median, quantiles, etc. In this paper, we...
Lixin Fu, Sanguthevar Rajasekaran
75
Voted
DASFAA
2004
IEEE
102views Database» more  DASFAA 2004»
15 years 1 months ago
Efficient Declustering of Non-uniform Multidimensional Data Using Shifted Hilbert Curves
Abstract. Data declustering speeds up large data set retrieval by partitioning the data across multiple disks or sites and performing retrievals in parallel. Performance is determi...
Hak-Cheol Kim, Mario A. Lopez, Scott T. Leutenegge...
NETWORKING
2010
14 years 11 months ago
Toward Efficient On-Demand Streaming with BitTorrent
This paper considers the problem of adapting the BitTorrent protocol for on-demand streaming. BitTorrent is a popular peer-to-peer file sharing protocol that efficiently accommodat...
Youmna Borghol, Sebastien Ardon, Niklas Carlsson, ...