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COLING
2008
15 years 8 months ago
Exact Inference for Multi-label Classification using Sparse Graphical Models
This paper describes a parameter estimation method for multi-label classification that does not rely on approximate inference. It is known that multi-label classification involvin...
Yusuke Miyao, Jun-ichi Tsujii
EUSFLAT
2007
134views Fuzzy Logic» more  EUSFLAT 2007»
15 years 8 months ago
Selection of Optimal Set of Diagnostic Tests with Use of Evolutionary Approach in Intelligent Systems
This paper concerns problem of selection of optimal subset of irredundant unconditional diagnostic tests by means of evolutionary approach. The method of correction of features’...
A. E. Yankovskaya, Y. R. Tsoy
SDM
2007
SIAM
98views Data Mining» more  SDM 2007»
15 years 8 months ago
An incremental data-stream sketch using sparse random projections
We propose the use of random projections with a sparse matrix to maintain a sketch of a collection of high-dimensional data-streams that are updated asynchronously. This sketch al...
Aditya Krishna Menon, Gia Vinh Anh Pham, Sanjay Ch...
WSC
2004
15 years 8 months ago
Sensitivity Analysis for Transient Single Server Queuing Models Using an Interpolation Approach
Simulation is an essential tool for performance evaluation of many practical systems where planners typically want to know how the system will perform under various parameter sett...
Mohamed A. Ahmed, Talal M. Alkhamis
FTCS
1998
84views more  FTCS 1998»
15 years 8 months ago
On the Use of Formal Techniques for Validation
The traditional use of formal methods has been for the veri cation of algorithms or protocols. Given the high cost and limitations in state space coverage provided by conventional...
Neeraj Suri, Purnendu Sinha