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SNPD
2010
15 years 8 months ago
Explaining Classification by Finding Response-Related Subgroups in Data
Abstract--A method for explaining results of a regressionbased classifier is proposed. The data is clustered using a metric extracted from the classifier. This way, clusters found ...
Elina Parviainen, Aki Vehtari
NIPS
2003
15 years 7 months ago
Linear Response for Approximate Inference
Belief propagation on cyclic graphs is an efficient algorithm for computing approximate marginal probability distributions over single nodes and neighboring nodes in the graph. I...
Max Welling, Yee Whye Teh
WCE
2007
15 years 7 months ago
Cost Effective Implementation of Asynchronous Two-Level Logic
- We proposed the cost effective (in sense of gate number) asynchronous two-level logic. It is based on AND-OR implementation of minimized logic functions. We formulated and proved...
Igor Lemberski
CORR
2010
Springer
78views Education» more  CORR 2010»
15 years 6 months ago
IR-UWB Channel Capacity for Analog and Mostly Digital Implementation
The impact of the type of implementation is considered on the IR-UWB channel capacity. This study is lead for analog and mostly digital implementation. Key parameters and theirs im...
Aubin Lecointre, Daniela Dragomirescu, Robert Plan...
ISCI
2008
102views more  ISCI 2008»
15 years 6 months ago
Random walk biclustering for microarray data
A biclustering algorithm, based on a greedy technique and enriched with a local search strategy to escape poor local minima, is proposed. The algorithm starts with an initial rand...
Fabrizio Angiulli, Eugenio Cesario, Clara Pizzuti