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» Reasoning from Data Rather than Theory
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CAISE
2006
Springer
14 years 1 months ago
Supporting Customised Collaboration over Shared Document Repositories
The development of collaborative environments that not only manage information and communication, but also support the actual work processes of organisations is very important. XML...
Claudia-Lavinia Ignat, Moira C. Norrie
SDM
2007
SIAM
147views Data Mining» more  SDM 2007»
13 years 10 months ago
Constraint-Based Pattern Set Mining
Local pattern mining algorithms generate sets of patterns, which are typically not directly useful and have to be further processed before actual application or interpretation. Ra...
Luc De Raedt, Albrecht Zimmermann

Publication
502views
15 years 9 months ago
Spatio-Temporal Histograms
This paper presents a framework for building and continuously maintaining spatio-temporal histograms (ST-Histograms, for short). ST-Histograms are used for selectivity estimation o...
Hicham G. Elmongui, Mohamed F. Mokbel, Walid G. Ar...
ICCV
2009
IEEE
15 years 2 months ago
GroupSAC: Efficient Consensus in the Presence of Groupings
We present a novel variant of the RANSAC algorithm that is much more efficient, in particular when dealing with problems with low inlier ratios. Our algorithm assumes that there...
Kai Ni, Hailin Jin, Frank Dellaert
KDD
2003
ACM
129views Data Mining» more  KDD 2003»
14 years 9 months ago
Nantonac collaborative filtering: recommendation based on order responses
A recommender system suggests the items expected to be preferred by the users. Recommender systems use collaborative filtering to recommend items by summarizing the preferences of...
Toshihiro Kamishima