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CACM
2000
186views more  CACM 2000»
15 years 6 months ago
Automatic personalization based on Web usage mining
One important class of Data Mining applications is the so-called "Web Mining" that analyzes and extracts important and non-trivial knowledge from Web related data. Typic...
Bamshad Mobasher, Robert Cooley, Jaideep Srivastav...
PVLDB
2008
106views more  PVLDB 2008»
15 years 6 months ago
Automated creation of a forms-based database query interface
Forms-based query interfaces are widely used to access databases today. The design of a forms-based interface is often a key step in the deployment of a database. Each form in suc...
Magesh Jayapandian, H. V. Jagadish
167
Voted
INFOCOM
2010
IEEE
15 years 5 months ago
How do Superpeer Networks Emerge?
—In this paper, we develop an analytical framework which explains the emergence of superpeer networks on execution of the commercial peer-to-peer bootstrapping protocols by incom...
Bivas Mitra, Abhishek Kumar Dubey, Sujoy Ghose, Ni...
176
Voted
IPM
2010
133views more  IPM 2010»
15 years 5 months ago
A concept-relationship acquisition and inference approach for hierarchical taxonomy construction from tags
Taxonomy construction is a resource-demanding, top down, and time consuming effort. It does not always cater for the prevailing context of the captured information. This paper pro...
Eric Tsui, W. M. Wang, Chi Fai Cheung, Adela S. M....
192
Voted
SAC
2010
ACM
15 years 5 months ago
Optimal linear projections for enhancing desired data statistics
Problems involving high-dimensional data, such as pattern recognition, image analysis, and gene clustering, often require a preliminary step of dimension reduction before or durin...
Evgenia Rubinshtein, Anuj Srivastava