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» Lower Bounds on the Size of Test Data Sets
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PKDD
2010
Springer
164views Data Mining» more  PKDD 2010»
13 years 5 months ago
Complexity Bounds for Batch Active Learning in Classification
Active learning [1] is a branch of Machine Learning in which the learning algorithm, instead of being directly provided with pairs of problem instances and their solutions (their l...
Philippe Rolet, Olivier Teytaud
AUSAI
2004
Springer
14 years 1 months ago
Set Bounds and (Split) Set Domain Propagation Using ROBDDs
Most propagation-based set constraint solvers approximate the set of possible sets that a variable can take by upper and lower bounds, and perform so-called set bounds propagation....
Peter Hawkins, Vitaly Lagoon, Peter J. Stuckey
PAKDD
2009
ACM
123views Data Mining» more  PAKDD 2009»
14 years 5 days ago
Clustering with Lower Bound on Similarity
We propose a new method, called SimClus, for clustering with lower bound on similarity. Instead of accepting k the number of clusters to find, the alternative similarity-based app...
Mohammad Al Hasan, Saeed Salem, Benjarath Pupacdi,...
DATE
2009
IEEE
93views Hardware» more  DATE 2009»
14 years 2 months ago
Test cost reduction for multiple-voltage designs with bridge defects through Gate-Sizing
Abstract—Multiple-voltage is an effective dynamic power reduction design technique. Recent research has shown that testing for resistive bridging faults in such designs requires ...
S. Saqib Khursheed, Bashir M. Al-Hashimi, Peter Ha...
PKDD
2009
Springer
124views Data Mining» more  PKDD 2009»
14 years 2 months ago
Capacity Control for Partially Ordered Feature Sets
Abstract. Partially ordered feature sets appear naturally in many classification settings with structured input instances, for example, when the data instances are graphs and a fe...
Ulrich Rückert