Untitled

A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting

1997 • 18,426 citations

Introduction to Modern Information Retrieval

1983 • 9,967 citations

Experiments with a new boosting algorithm

1996 • 7,607 citations

Introduction to modern information retrieval

1983 • 5,841 citations

Fast Effective Rule Induction

1995 • 3,819 citations

Relevance feedback in information retrieval

1971 • 2,684 citations

Improved boosting algorithms using confidence-rated predictions

1998 • 2,601 citations

Boosting the margin: a new explanation for the effectiveness of voting methods

1998 • 2,338 citations

The SMART Retrieval System—Experiments in Automatic Document Processing

1971 • 2,277 citations

NewsWeeder: Learning to Filter Netnews

1995 • 2,004 citations

Untitled

1999 • 1,961 citations

Bagging, boosting, and C4.S

1996 • 1,308 citations

A Probabilistic Analysis of the Rocchio Algorithm with TFIDF for Text Categorization

1997 • 1,267 citations

Heterogeneous Uncertainty Sampling for Supervised Learning

1994 • 1,125 citations

Arcing classifier (with discussion and a rejoinder by the author)

1998 • 1,063 citations

Hierarchically Classifying Documents Using Very Few Words

1997 • 862 citations

Developments in Automatic Text Retrieval

1991 • 633 citations

Pruning Adaptive Boosting

1997 • 518 citations

How may I help you?

1997 • 513 citations

Experiment with a new boosting algorithm

1996 • 499 citations

Feature selection, perception learning, and a usability case study for text categorization

1997 • 455 citations

Expert network: effective and efficient learning from human decisions in text categorization and retrieval

1994 • 370 citations

Representation and Learning in Information Retrieval

1991 • 363 citations

Using output codes to boost multiclass learning problems

1997 • 262 citations

Context-sensitive learning methods for text categorization

1996 • 259 citations

Using and combining predictors that specialize

1997 • 253 citations

An empirical evaluation of bagging and boosting

1997 • 248 citations

Boosting Decision Trees

1995 • 234 citations

Maximizing text-mining performance

1999 • 222 citations

Untitled

1997 • 196 citations

Expert Network: Effective and Efficient Learning from Human Decisions in Text Categorization and Retrieval

1994 • 180 citations

Towards language independent automated learning of text categorization models

1994 • 157 citations

Feature selection, perceptron learning, and a usability case study for text categorization

1997 • 127 citations

Text categorization : a symbolic approach

1996 • 79 citations

Empirical support for Winnow and Weighted-Majority based algorithms: results on a calendar scheduling domain

1995 • 74 citations

The automatic indexing system AIR/PHYS - from research to applications

1988 • 62 citations

Information Retrieval

2004 • 60 citations

A spoken language system for automated call routing

2002 • 41 citations

Probabilistic information retrieval as a combination of abstraction, inductive learning, and probabilistic assumptions

1994 • 40 citations

Automatic acquisition of salient grammar fragments for call-type classification

1997 • 38 citations

TOWARDS AUTOMATIC INDEXING: AUTOMATIC ASSIGNMENT OF CONTROLLED‐LANGUAGE INDEXING AND CLASSIFICATION FROM FREE INDEXING

1975 • 34 citations

How May I Help You?

1999 • 33 citations