FAQ

Categorization

Known as: Categorise, Categorisations, Categorised 
Categorization is the process in which ideas and objects are recognized, differentiated, and understood. Categorization implies that objects are… (More)
Wikipedia

Topic mentions per year

Topic mentions per year

1946-2017
010002000300019462016

Related topics

Related topics

42 relations
Artificial neural networkCluster analysisCognitionComputer programming
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Related mentions per year

Related mentions per year

1936-2018
19401960198020002020
Categorization
Artificial neural network
Machine learning
Cluster analysis
Cognition
Pattern recognition

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Review
2017
Review
2017
Feature Selection: A Data Perspective
Feature selection, as a data preprocessing strategy, has been proven to be effective and efficient in preparing data (especially… (More)
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Review
2017
Review
2017
Deep learning in bioinformatics
In the era of big data, transformation of biomedical big data into valuable knowledge has been one of the most important… (More)
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Review
2016
Review
2016
Parallel Processing Systems for Big Data: A Survey
The volume, variety, and velocity properties of big data and the valuable information it contains have motivated the… (More)
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Highly Cited
2005
Highly Cited
2005
Object categorization by learned universal visual dictionary
This paper presents a new algorithm for the automatic recognition of object classes from images (categorization). Compact and yet… (More)
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Highly Cited
2004
Highly Cited
2004
Visual Categorization with Bags of Keypoints
We present a novel method for generic visual categorization: the problem of identifying the object content of natural images… (More)
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Highly Cited
2004
Highly Cited
2004
RCV1: A New Benchmark Collection for Text Categorization Research
Reuters Corpus Volume I (RCV1) is an archive of over 800,000 manually categorized newswire stories recently made available by… (More)
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Highly Cited
2002
Highly Cited
2002
Principles of Categorization
governs the reproduction and redistribution of copyrighted material. 
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Highly Cited
1998
Highly Cited
1998
Enhanced Hypertext Categorization Using Hyperlinks
A major challenge in indexing unstructured hypertext databases is to automatically extract meta-data that enables structured… (More)
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Highly Cited
1997
Highly Cited
1997
A Comparative Study on Feature Selection in Text Categorization
This paper is a comparative study of feature selection methods in statistical learning of text categorization The focus is on… (More)
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Highly Cited
1994
Highly Cited
1994
N-Gram-Based Text Categorization
Text categorization is a fundamental task in document processing, allowing the automated handling of enormous streams of… (More)
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