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» Convex Factorization Machines
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96
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SOUPS
2010
ACM
15 years 4 months ago
Towards understanding ATM security: a field study of real world ATM use
With the increase of automated teller machine (ATM) frauds, new authentication mechanisms are developed to overcome security problems of personal identification numbers (PIN). Th...
Alexander De Luca, Marc Langheinrich, Heinrich Hus...
115
Voted
IJDMB
2007
110views more  IJDMB 2007»
15 years 16 days ago
Transductive learning with EM algorithm to classify proteins based on phylogenetic profiles
: Phylogenetic profiles of proteins  strings of ones and zeros encoding respectively the presence and absence of proteins in a group of genomes  have recently been used to id...
Roger A. Craig, Li Liao
SIGMETRICS
2008
ACM
127views Hardware» more  SIGMETRICS 2008»
15 years 16 days ago
Image management in a virtualized data center
Industrial research firms such as Gartner and IDC are predicting an explosion in the number of online services in the coming years. Virtualization technologies could play an impor...
Tingxi Tan, Rob Simmonds, Bradley Arlt, Martin F. ...
97
Voted
INTERSPEECH
2010
14 years 7 months ago
Prosodic speaker verification using subspace multinomial models with intersession compensation
We propose a novel approach to modeling prosodic features. Inspired by Joint Factor Analysis model (JFA), our model is based on the same idea of introducing subspace of model para...
Marcel Kockmann, Lukas Burget, Ondrej Glembek, Luc...
PAMI
2012
13 years 3 months ago
Task-Driven Dictionary Learning
—Modeling data with linear combinations of a few elements from a learned dictionary has been the focus of much recent research in machine learning, neuroscience, and signal proce...
Julien Mairal, Francis Bach, Jean Ponce