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» Active Mining in a Distributed Setting
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144
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PODC
2006
ACM
15 years 9 months ago
Sketching asynchronous streams over a sliding window
We study the problem of maintaining sketches of recent elements of a data stream. Motivated by applications involving network data, we consider streams that are asynchronous, in w...
Srikanta Tirthapura, Bojian Xu, Costas Busch
143
Voted
DIS
2006
Springer
15 years 7 months ago
Visual Interactive Subgroup Discovery with Numerical Properties of Interest
Abstract. We propose an approach to subgroup discovery using distribution rules (a kind of association rules with a probability distribution on the consequent) for numerical proper...
Alípio Mário Jorge, Fernando Pereira...
100
Voted
ECAI
2006
Springer
15 years 7 months ago
Logic Programs with Multiple Chances
Abstract. In human-like reasoning it often happens that different conditions, partially alternative and hierarchically structured, are mentally grouped in order to derive some conc...
Francesco Buccafurri, Gianluca Caminiti, Domenico ...
148
Voted
ACRI
2010
Springer
15 years 5 months ago
Network Decontamination with Temporal Immunity by Cellular Automata
Abstract. Network decontamination (or disinfection) is a widely studied problem in distributed computing. Network sites are assumed to be contaminated (e.g., by a virus) and a team...
Yassine Daadaa, Paola Flocchini, Nejib Zaguia
152
Voted
BMCBI
2010
143views more  BMCBI 2010»
15 years 3 months ago
Learning gene regulatory networks from only positive and unlabeled data
Background: Recently, supervised learning methods have been exploited to reconstruct gene regulatory networks from gene expression data. The reconstruction of a network is modeled...
Luigi Cerulo, Charles Elkan, Michele Ceccarelli