Gene functional classification by semi-supervised learning from heterogeneous data

Maximum Likelihood from Incomplete Data Via the EM Algorithm

1977 • 46,601 citations

The Nature of Statistical Learning Theory

1995 • 38,742 citations

Statistical Learning Theory

1999 • 27,709 citations

Cluster analysis and display of genome-wide expression patterns

1998 • 16,410 citations

Untitled

1998 • 16,227 citations

Hearing lips and seeing voices

1976 • 5,951 citations

Combining labeled and unlabeled data with co-training

1998 • 5,524 citations

A TUTORIAL ON SUPPORT VECTOR MACHINES FOR PATTERN RECOGNITION, DATA MINING AND KNOWLEDGE DISCOVERY

1998 • 3,309 citations

Interpreting patterns of gene expression with self-organizing maps: Methods and application to hematopoietic differentiation

1999 • 2,990 citations

Integration of Visual and Linguistic Information in Spoken Language Comprehension

1995 • 2,805 citations

Untitled

2000 • 2,763 citations

Support vector machine classification and validation of cancer tissue samples using microarray expression data

2000 • 2,446 citations

Unsupervised word sense disambiguation rivaling supervised methods

1995 • 2,433 citations

Knowledge-based analysis of microarray gene expression data by using support vector machines

2000 • 2,328 citations

Analyzing the effectiveness and applicability of co-training

2000 • 1,023 citations

Advances in Neural Information Processing Systems 7

1995 • 879 citations

Reducing Multiclass to Binary: A Unifying Approach for Margin Classifiers

2000 • 836 citations

Unsupervised Models for Named Entity Classification

1999 • 826 citations

Learning dictionaries for information extraction by multi-level bootstrapping

1999 • 707 citations

Supervised learning from incomplete data via an EM approach

1993 • 549 citations

Learning and making decisions when costs and probabilities are both unknown

2001 • 452 citations

The effect of class distribution on classifier learning: an empirical study

2001 • 350 citations

Gene functional classification from heterogeneous data

2001 • 268 citations

Multimodal integration-a statistical view

1999 • 190 citations

Mutual information maximization: models of cortical self-organization

1996 • 147 citations

Category Learning Through Multimodality Sensing

1998 • 103 citations

Learning from multimodal observations

2002 • 10 citations

Toward a Theory of Learning Coherent Concepts

2000 • 8 citations