Marginalized kernels for biological sequences

Basic local alignment search tool

1990 • 87,358 citations

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

1989 • 22,242 citations

Biological Sequence Analysis: Probabilistic Models of Proteins and Nucleic Acids

2005 • 3,777 citations

An introduction to kernel-based learning algorithms

2001 • 3,454 citations

Information Retrieval: Data Structures and Algorithms

1992 • 2,475 citations

Exploiting Generative Models in Discriminative Classifiers

1998 • 1,303 citations

Principal component analysis for clustering gene expression data

2001 • 1,181 citations

Convolution kernels on discrete structures

1999 • 1,130 citations

A Discriminative Framework for Detecting Remote Protein Homologies

2000 • 501 citations

Classifying G-protein coupled receptors with support vector machines

2002 • 282 citations

Nonlinear Discriminant Analysis Using Kernel Functions

1999 • 229 citations

Differentiation of Phylogenetically Related Slowly Growing Mycobacteria by Their gyrB Sequences

2000 • 211 citations

Prediction of protein secondary structure by the hidden Markov model

1993 • 147 citations

A New Discriminative Kernel from Probabilistic Models

2002 • 135 citations

ICB database: the gyrB database for identification and classification of bacteria

2001 • 83 citations

Construction of the gyrB Database for the Identification and Classification of Bacteria.

1998 • 71 citations

PROMOTER REGION-BASED CLASSIFICATION OF GENES

2000 • 58 citations

Deriving cluster analytic distance functions from Gaussian mixture models

1999 • 30 citations

Genome Informatics 1998

1998 • 5 citations