Sciweavers

5107 search results - page 64 / 1022
» Data Mining and Information Retrieval
Sort
View
SIGIR
2004
ACM
15 years 7 months ago
Translating unknown queries with web corpora for cross-language information retrieval
It is crucial for cross-language information retrieval (CLIR) systems to deal with the translation of unknown queries1 due to that real queries might be short. The purpose of this...
Pu-Jen Cheng, Jei-Wen Teng, Ruey-Cheng Chen, Jenq-...
ECML
2001
Springer
15 years 6 months ago
Mining the Web for Synonyms: PMI-IR versus LSA on TOEFL
Abstract. This paper presents a simple unsupervised learning algorithm for recognizing synonyms, based on statistical data acquired by querying a Web search engine. The algorithm, ...
Peter D. Turney
ICDM
2007
IEEE
159views Data Mining» more  ICDM 2007»
15 years 5 months ago
Spectral Regression: A Unified Approach for Sparse Subspace Learning
Recently the problem of dimensionality reduction (or, subspace learning) has received a lot of interests in many fields of information processing, including data mining, informati...
Deng Cai, Xiaofei He, Jiawei Han
PAKDD
1999
ACM
87views Data Mining» more  PAKDD 1999»
15 years 5 months ago
On Information-Theoretic Measures of Attribute Importance
Abstract. An attribute is deemed important in data mining if it partitions the database such that previously unknown regularities are observable. Many information-theoretic measure...
Yiyu Yao, S. K. Michael Wong, Cory J. Butz
80
Voted
SIGIR
2008
ACM
15 years 1 months ago
XML-aided phrase indexing for hypertext documents
We combine techniques of XML Mining and Text Mining for the benefit of Information Retrieval. By manipulating the word sequence according to the XML structure of the marked-up tex...
Miro Lehtonen, Antoine Doucet