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» A Framework for Data Mining Pattern Management
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ICWE
2010
Springer
13 years 7 months ago
Association-Rules-Based Recommender System for Personalization in Adaptive Web-Based Applications
Personalization systems based upon users' surfing behavior analysis imply three phases: data collection, pattern discovery and recommendation. Due to the dimension of log file...
Daniel Mican, Nicolae Tomai
MICRO
2007
IEEE
129views Hardware» more  MICRO 2007»
14 years 3 months ago
A Framework for Coarse-Grain Optimizations in the On-Chip Memory Hierarchy
Current on-chip block-centric memory hierarchies exploit access patterns at the fine-grain scale of small blocks. Several recently proposed techniques for coherence traffic reduct...
Jason Zebchuk, Elham Safi, Andreas Moshovos
KDD
2009
ACM
152views Data Mining» more  KDD 2009»
14 years 9 months ago
A multi-relational approach to spatial classification
Spatial classification is the task of learning models to predict class labels based on the features of entities as well as the spatial relationships to other entities and their fe...
Richard Frank, Martin Ester, Arno Knobbe
ESEM
2008
ACM
13 years 11 months ago
Socio-technical congruence: a framework for assessing the impact of technical and work dependencies on software development prod
The identification and management of work dependencies is a fundamental challenge in software development organizations. This paper argues that modularization, the traditional tec...
Marcelo Cataldo, James D. Herbsleb, Kathleen M. Ca...
PKDD
2010
Springer
313views Data Mining» more  PKDD 2010»
13 years 7 months ago
Topic Modeling for Personalized Recommendation of Volatile Items
One of the major strengths of probabilistic topic modeling is the ability to reveal hidden relations via the analysis of co-occurrence patterns on dyadic observations, such as docu...
Maks Ovsjanikov, Ye Chen