Back to search

Constraint Classification: A New Approach to Multiclass Classification

Data up to Jan 2025

Published2002
Citations170
References25

Total Citations Per Year

Abstract

References (25)

Statistical Learning Theory

1999 • 27,709 citations

An Introduction to Support Vector Machines and Other Kernel-based Learning Methods

2000 • 13,649 citations

Self-Organizing Maps

1995 • 10,640 citations

Backpropagation Applied to Handwritten Zip Code Recognition

1989 • 10,538 citations

Self-Organizing Maps

2001 • 4,841 citations

Statistical Methods for Speech Recognition

1999 • 2,032 citations

On the algorithmic implementation of multiclass kernel-based vector machines

2002 • 1,762 citations

Neural Network Learning: Theoretical Foundations

1999 • 1,444 citations

Classification by pairwise coupling

1998 • 1,308 citations

Automated learning of decision rules for text categorization

1994 • 868 citations

Reducing Multiclass to Binary: A Unifying Approach for Margin Classifiers

2000 • 836 citations

Support vector machines for multi-class pattern recognition.

1999 • 781 citations

Untitled

2002 • 672 citations

Neural Network Learning

1999 • 502 citations

On the Computational Power of Winner-Take-All

2000 • 358 citations

Some advances in transformation-based part of speech tagging

1994 • 264 citations

Using output codes to boost multiclass learning problems

1997 • 262 citations

Ultraconservative Online Algorithms for Multiclass Problems

2001 • 207 citations

Learning to resolve natural language ambiguities: a unified approach

1998 • 175 citations

Mistake-Driven Learning in Text Categorization

1997 • 146 citations

Part of speech tagging using a network of linear separators

1998 • 106 citations

Unsupervised Learning by Convex and Conic Coding

1996 • 102 citations

Characterizations of Learnability for Classes of {0, ..., n)-Valued Functions

1995 • 101 citations

Part of speech tagging using a network of linear separators

1998 • 18 citations

A review of: “Fundamentals of Interfacial Engineering” by R. J. Stokes and D. F. Evans Wiley-VCH 605 Third Avenue New York, NY 10158-0012

1998 • 15 citations

Cited By (0)

No citing papers found in database

Constraint Classification: A New Approach to Multiclass Classification (2002) – Lecture notes in computer science | Metascience Observatory Explorer