Active learning using pre-clustering

Finding groups in data: an introduction to cluster analysis

1991 • 10,996 citations

Untitled

2000 • 2,763 citations

A sequential algorithm for training text classifiers

1994 • 1,868 citations

Active learning with statistical models

1996 • 1,422 citations

Support vector machine active learning for image retrieval

2001 • 1,309 citations

Untitled

1986 • 961 citations

Toward Optimal Active Learning through Sampling Estimation of Error Reduction

2001 • 844 citations

Less is More: Active Learning with Support Vector Machines

2000 • 790 citations

Employing EM and Pool-Based Active Learning for Text Classification

1998 • 674 citations

Learning from Labeled and Unlabeled Data

2017 • 474 citations

Cluster Kernels for Semi-Supervised Learning

2002 • 469 citations

Untitled

2001 • 377 citations

Query Learning with Large Margin Classifiers

2000 • 354 citations

A Mixture of Experts Classifier with Learning Based on Both Labelled and Unlabelled Data

1996 • 298 citations

Representative Sampling for Text Classification Using Support Vector Machines

2003 • 221 citations

An active learning framework for content-based information retrieval

2002 • 208 citations

A probability analysis on the value of unlabeled data for classification problems

2000 • 207 citations

Integrating robust clustering techniques in S-PLUS

1997 • 186 citations

Active learning for statistical natural language parsing

2001 • 180 citations

Kernel Logistic Regression and the Import Vector Machine

2001 • 144 citations

Face detection by aggregated Bayesian network classifiers

2002 • 60 citations

Active Feedback - UIUC TREC-2003 HARD Experiments

2003 • 15 citations

A Distributed-Cooperative Learning Algorithm for Multi-Layered Neural Networks using a PC Cluster

2001 • 14 citations

Deleted Work

1955 • 0 citations