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» Evaluation of the SRA Tool Using Data Mining Techniques
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SIGSOFT
2005
ACM
15 years 11 months ago
PR-Miner: automatically extracting implicit programming rules and detecting violations in large software code
Programs usually follow many implicit programming rules, most of which are too tedious to be documented by programmers. When these rules are violated by programmers who are unawar...
Zhenmin Li, Yuanyuan Zhou
KDD
2012
ACM
168views Data Mining» more  KDD 2012»
13 years 8 months ago
Mining contentions from discussions and debates
Social media has become a major source of information for many applications. Numerous techniques have been proposed to analyze network structures and text contents. In this paper,...
Arjun Mukherjee, Bing Liu 0001
ISEUD
2009
Springer
16 years 20 days ago
Fast, Accurate Creation of Data Validation Formats by End-User Developers
Abstract. Inputs to web forms often contain typos or other errors. However, existing web form design tools require end-user developers to write regular expressions (“regexps”) ...
Christopher Scaffidi, Brad A. Myers, Mary Shaw
ICDM
2003
IEEE
153views Data Mining» more  ICDM 2003»
15 years 11 months ago
Dimensionality Reduction Using Kernel Pooled Local Discriminant Information
We study the use of kernel subspace methods for learning low-dimensional representations for classification. We propose a kernel pooled local discriminant subspace method and com...
Peng Zhang, Jing Peng, Carlotta Domeniconi
PAKDD
2009
ACM
127views Data Mining» more  PAKDD 2009»
16 years 27 days ago
Clustering Documents Using a Wikipedia-Based Concept Representation
Abstract. This paper shows how Wikipedia and the semantic knowledge it contains can be exploited for document clustering. We first create a concept-based document representation b...
Anna Huang, David N. Milne, Eibe Frank, Ian H. Wit...