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» Precomputing search features for fast and accurate query cla...
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WSDM
2010
ACM
187views Data Mining» more  WSDM 2010»
14 years 5 months ago
Precomputing search features for fast and accurate query classification
Venkatesh Ganti, Arnd Christian König, Xiao L...
BIBM
2009
IEEE
206views Bioinformatics» more  BIBM 2009»
14 years 5 months ago
Application of Kernel Functions for Accurate Similarity Search in Large Chemical Databases
Background: Similaritysearch in chemical structure databases is an important problem with many applications in chemical genomics, drug design, and efficient chemical probe screeni...
Xiaohong Wang, Jun Huan, Aaron M. Smalter, Gerald ...
ICDM
2005
IEEE
217views Data Mining» more  ICDM 2005»
14 years 4 months ago
Improving Automatic Query Classification via Semi-Supervised Learning
Accurate topical classification of user queries allows for increased effectiveness and efficiency in general-purpose web search systems. Such classification becomes critical if th...
Steven M. Beitzel, Eric C. Jensen, Ophir Frieder, ...
CIKM
2006
Springer
14 years 2 months ago
Coupling feature selection and machine learning methods for navigational query identification
It is important yet hard to identify navigational queries in Web search due to a lack of sufficient information in Web queries, which are typically very short. In this paper we st...
Yumao Lu, Fuchun Peng, Xin Li, Nawaaz Ahmed
SOCO
2002
Springer
13 years 10 months ago
Content-based audio classification and retrieval using a fuzzy logic system: towards multimedia search engines
In recent years, available audio corpora are rapidly increasing from fast growing Internet and digital libraries. How to classify and retrieve sound files relevant to the user'...
Mingchun Liu, Chunru Wan, Lipo Wang