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CIKM
2001
Springer
15 years 9 months ago
SQL Database Primitives for Decision Tree Classifiers
Scalable data mining in large databases is one of today's challenges to database technologies. Thus, substantial effort is dedicated to a tight coupling of database and data ...
Kai-Uwe Sattler, Oliver Dunemann
148
Voted
KDD
2000
ACM
77views Data Mining» more  KDD 2000»
15 years 9 months ago
Small is beautiful: discovering the minimal set of unexpected patterns
A drawback of most traditional data mining methods is that they do not leverage prior knowledge of users. In many business settings, managers and analysts have significant intuiti...
Balaji Padmanabhan, Alexander Tuzhilin
179
Voted
PAKDD
2010
ACM
134views Data Mining» more  PAKDD 2010»
15 years 8 months ago
Generating Diverse Ensembles to Counter the Problem of Class Imbalance
Abstract. One of the more challenging problems faced by the data mining community is that of imbalanced datasets. In imbalanced datasets one class (sometimes severely) outnumbers t...
T. Ryan Hoens, Nitesh V. Chawla
ISCA
1991
IEEE
110views Hardware» more  ISCA 1991»
15 years 9 months ago
Dynamic Base Register Caching: A Technique for Reducing Address Bus Width
When address reference streams exhibit high degrees of spatial and temporal locality, many of the higher order address lines carry redundant information. By caching the higher ord...
Matthew K. Farrens, Arvin Park
CHI
2004
ACM
16 years 6 months ago
Interactive Comprehensible Data Mining
This paper discusses a novel data mining system devised and developed at Birmingham, which attempts to provide a more effective data mining system. It ties in with the workshop go...
Andy Pryke, Russell Beale