Concepedia

Text classification: a recent overview

M. Ikonomakis, Sotiris Kotsiantis, V. Tampakas

Annual Conference on Computers · 2005 · 11 citations · 15 references

Concepts

MedicineNeurobiologyNeuroscienceVisual NeuroscienceVisual PerceptionVisual FunctionVisual NeurobiologyVisual NeurophysiologyVisual SystemText ClassificationVisual Processing PathwaysVisual Signal Processing

Abstract

Our study indicates that the regulation of some NIF visual functions is dependent on a certain minimal number of intact functional ipRGCs.

References

15

SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text

Computing, Computer Science, Data Science +12

RCV1: A New Benchmark Collection for Text Categorization Research

David Lewis, Yiming Yang, Tony Rose et al. · Goldsmiths (University of London) · 2004 · 2.6K citations · Full text

Language Studies, Computer Science, Category Management +15

An extensive empirical study of feature selection metrics for text classification

George Forman · 2003 · 2.4K citations

Computing, Computer Science, Data Mining +13

Text Categorization with Support Vector Machines. How to Represent Texts in Input Space?

Edda Leopold, Jörg Kindermann · Machine Learning · 2002 · 403 citations · Full text

Computing, Computer Science, Data Mining +15

A scalability analysis of classifiers in text categorization

Yiming Yang, Jian Zhang, Bryan Kisiel · 2003 · 163 citations

Computing, Computer Science, Machine Learning +15