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» Scalable complex pattern search in sequential data
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ICML
2006
IEEE
16 years 17 days ago
Active learning via transductive experimental design
This paper considers the problem of selecting the most informative experiments x to get measurements y for learning a regression model y = f(x). We propose a novel and simple conc...
Kai Yu, Jinbo Bi, Volker Tresp
ICFCA
2009
Springer
15 years 6 months ago
Yet a Faster Algorithm for Building the Hasse Diagram of a Concept Lattice
Formal concept analysis (FCA) is increasingly applied to data mining problems, essentially as a formal framework for mining reduced representations (bases) of target pattern famili...
Jaume Baixeries, Laszlo Szathmary, Petko Valtchev,...
ANCS
2010
ACM
14 years 9 months ago
DOS: a scalable optical switch for datacenters
This paper discusses the architecture and performance studies of Datacenter Optical Switch (DOS) designed for scalable and highthroughput interconnections within a data center. DO...
Xiaohui Ye, Yawei Yin, S. J. Ben Yoo, Paul Vincent...
KDD
1998
ACM
122views Data Mining» more  KDD 1998»
15 years 4 months ago
Memory Placement Techniques for Parallel Association Mining
Many data mining tasks (e.g., Association Rules, Sequential Patterns) use complex pointer-based data structures (e.g., hash trees) that typically suffer from sub-optimal data loca...
Srinivasan Parthasarathy, Mohammed Javeed Zaki, We...
ICDE
2008
IEEE
162views Database» more  ICDE 2008»
16 years 1 months ago
Querying Complex Spatio-Temporal Sequences in Human Motion Databases
Content-based retrieval of spatio-temporal patterns from human motion databases is inherently nontrivial since finding effective distance measures for such data is difficult. These...
Yueguo Chen, Shouxu Jiang, Beng Chin Ooi, Anthony ...