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BIOID
2008
178views Biometrics» more  BIOID 2008»
14 years 24 days ago
Biometric System Based on Voice Recognition Using Multiclassifiers
In this paper we present a new speaker recognition system based on the fusion of two identification classifiers followed by a verification step. The user pronounces two passwords: ...
Mohamed Chenafa, Dan Istrate, Valeriu Vrabie, Mich...
ICML
2005
IEEE
14 years 11 months ago
A comparison of tight generalization error bounds
We investigate the empirical applicability of several bounds (a number of which are new) on the true error rate of learned classifiers which hold whenever the examples are chosen ...
John Langford, Matti Kääriäinen
PRIS
2004
14 years 5 days ago
A Pitfall in Determining the Optimal Feature Subset Size
Abstract. Feature selection researchers often encounter a peaking phenomenon: a feature subset can be found that is smaller but still enables building a more accurate classifier th...
Juha Reunanen
MVA
1990
101views Computer Vision» more  MVA 1990»
13 years 12 months ago
A Segmentation Free Approach to Symbol Extraction and Recognition from Image Document
: We present a symbol recognition method without segmentation of the document. Our approach uses Zernike moments for the coding and a multilayered Perceptron for the classifier. Re...
Maurice Milgram, Mattieu Jobert, Bertrand Lamy
KDD
2004
ACM
196views Data Mining» more  KDD 2004»
14 years 11 months ago
Adversarial classification
Essentially all data mining algorithms assume that the datagenerating process is independent of the data miner's activities. However, in many domains, including spam detectio...
Nilesh N. Dalvi, Pedro Domingos, Mausam, Sumit K. ...