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KDD
2005
ACM
103views Data Mining» more  KDD 2005»
14 years 8 months ago
Robust boosting and its relation to bagging
Several authors have suggested viewing boosting as a gradient descent search for a good fit in function space. At each iteration observations are re-weighted using the gradient of...
Saharon Rosset
KDD
2007
ACM
179views Data Mining» more  KDD 2007»
14 years 1 months ago
Mining statistically important equivalence classes and delta-discriminative emerging patterns
The support-confidence framework is the most common measure used in itemset mining algorithms, for its antimonotonicity that effectively simplifies the search lattice. This com...
Jinyan Li, Guimei Liu, Limsoon Wong
IFIP
2004
Springer
14 years 1 months ago
Behavioural Equivalences for Dynamic Web Data
Peer-to-peer systems, exchanging dynamic documents through Web services, are a simple and effective platform for data integration on the internet. Dynamic documents can contain b...
Sergio Maffeis, Philippa Gardner
BPM
2006
Springer
113views Business» more  BPM 2006»
13 years 11 months ago
Process Equivalence: Comparing Two Process Models Based on Observed Behavior
In various application domains there is a desire to compare process models, e.g., to relate an organization-specific process model to a reference model, to find a web service match...
Wil M. P. van der Aalst, Ana Karla A. de Medeiros,...
DATE
2004
IEEE
119views Hardware» more  DATE 2004»
13 years 11 months ago
MINCE: Matching INstructions Using Combinational Equivalence for Extensible Processor
Designing custom-extensible instructions for Extensible Processors1 is a computationally complex task because of the large design space. The task of automatically matching candida...
Newton Cheung, Sri Parameswaran, Jörg Henkel,...