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» A Partial-Repeatability Approach to Data Mining
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SISAP
2008
IEEE
130views Data Mining» more  SISAP 2008»
15 years 4 months ago
The Many Facets of Approximate Similarity Search
In this article, we review the major paradigms for approximate similarity queries and propose a classification schema that easily allows existing approaches to be compared along ...
Marco Patella, Paolo Ciaccia
79
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ICDM
2007
IEEE
109views Data Mining» more  ICDM 2007»
15 years 4 months ago
Language-Independent Set Expansion of Named Entities Using the Web
Set expansion refers to expanding a given partial set of objects into a more complete set. A well-known example system that does set expansion using the web is Google Sets. In thi...
Richard C. Wang, William W. Cohen
ICDM
2007
IEEE
161views Data Mining» more  ICDM 2007»
15 years 4 months ago
Experimental Comparison of Feature Subset Selection Methods
In the field of machine learning and pattern recognition, feature subset selection is an important area, where many approaches have been proposed. In this paper, we choose some fe...
Chulmin Yun, Jihoon Yang
90
Voted
ICDM
2005
IEEE
134views Data Mining» more  ICDM 2005»
15 years 3 months ago
A Preference Model for Structured Supervised Learning Tasks
The preference model introduced in this paper gives a natural framework and a principled solution for a broad class of supervised learning problems with structured predictions, su...
Fabio Aiolli
EDM
2009
105views Data Mining» more  EDM 2009»
14 years 8 months ago
Subspace Clustering of Skill Mastery: Identifying Skills that Separate Students
Abstract. In educational research, a fundamental goal is identifying which skills students have mastered, which skills they have not, and which skills they are in the process of ma...
Rebecca Nugent, Elizabeth Ayers, Nema Dean