A New Discriminative Kernel from Probabilistic Models

A tutorial on hidden Markov models and selected applications in speech recognition

1989 • 22,242 citations

Neural networks for pattern recognition

1994 • 19,343 citations

Introduction to Statistical Pattern Recognition

1990 • 11,327 citations

Introduction to statistical pattern recognition (2nd ed.)

1990 • 3,852 citations

Biological Sequence Analysis: Probabilistic Models of Proteins and Nucleic Acids

2005 • 3,777 citations

A Probabilistic Theory of Pattern Recognition

1996 • 3,343 citations

Exploiting Generative Models in Discriminative Classifiers

1998 • 1,303 citations

Untitled

2001 • 1,302 citations

Asymptotic Techniques for Use in Statistics

1989 • 725 citations

Support vector machines

2009 • 645 citations

Network information criterion-determining the number of hidden units for an artificial neural network model

1994 • 644 citations

A Discriminative Framework for Detecting Remote Protein Homologies

2000 • 501 citations

Pairwise data clustering by deterministic annealing

1997 • 464 citations

Maximum Entropy Discrimination

2004 • 268 citations

Speech Recognition using SVMs

2001 • 173 citations

Classification on Pairwise Proximity Data

1998 • 145 citations

Graphical Models and Exponential Families

2013 • 50 citations

Discriminant analysis using non-metric multidimensional scaling

1993 • 31 citations