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ISAAC
2009
Springer
175views Algorithms» more  ISAAC 2009»
15 years 11 months ago
Worst-Case and Smoothed Analysis of k-Means Clustering with Bregman Divergences
The k-means algorithm is the method of choice for clustering large-scale data sets and it performs exceedingly well in practice. Most of the theoretical work is restricted to the c...
Bodo Manthey, Heiko Röglin
ICPR
2008
IEEE
15 years 11 months ago
Detection of Atrial Fibrillation using model-based ECG analysis
Atrial Fibrillation (AF) is an arrhythmia that can lead to several patient risks. This kind of arrhythmia affects mostly elderly people, in particular those who suffer from heart ...
Ricardo Couceiro, Paulo Carvalho, Jorge Henriques,...
COLT
2007
Springer
15 years 10 months ago
Multi-view Regression Via Canonical Correlation Analysis
In the multi-view regression problem, we have a regression problem where the input variable (which is a real vector) can be partitioned into two different views, where it is assum...
Sham M. Kakade, Dean P. Foster
TACAS
2007
Springer
158views Algorithms» more  TACAS 2007»
15 years 10 months ago
Automatic Analysis of the Security of XOR-Based Key Management Schemes
We describe a new algorithm for analysing security protocols that use XOR, such as key-management APIs. As a case study, we consider the IBM 4758 CCA API, which is widely used in t...
Véronique Cortier, Gavin Keighren, Graham S...
ISCAS
2006
IEEE
86views Hardware» more  ISCAS 2006»
15 years 10 months ago
Fast timing analysis of plane circuits via two-layer CNN-based modeling
Abstract— A fast timing analysis of plane circuits via two-layer CNNbased modeling, which is necessary for the solution of power/signal integrity problems in printed circuit boar...
Yuichi Tanji, Hideki Asai, Masayoshi Oda, Yoshifum...