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Categorization
Known as:
Categorise
, Categorisations
, Categorised
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Categorization is the process in which ideas and objects are recognized, differentiated, and understood. Categorization implies that objects are…
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Artificial neural network
Cluster analysis
Cognition
Computer programming
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Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2004
Highly Cited
2004
Visual categorization with bags of keypoints
G. Csurka
eccv
2004
Corpus ID: 17606900
We present a novel method for generic visual categorization: the problem of identifying the object content of natural images…
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Highly Cited
2004
Highly Cited
2004
RCV1: A New Benchmark Collection for Text Categorization Research
D. Lewis
,
Yiming Yang
,
T. Rose
,
Fan Li
J. Mach. Learn. Res.
2004
Corpus ID: 11027141
Reuters Corpus Volume I (RCV1) is an archive of over 800,000 manually categorized newswire stories recently made available by…
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Highly Cited
2004
Highly Cited
2004
An Evaluation of Statistical Approaches to Text Categorization
Yiming Yang
Information Retrieval
2004
Corpus ID: 93891
This paper focuses on a comparative evaluation of a wide-range of text categorization methods, including previously published…
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Review
2002
Review
2002
Machine learning in automated text categorization
F. Sebastiani
CSUR
2002
Corpus ID: 3091
The automated categorization (or classification) of texts into predefined categories has witnessed a booming interest in the last…
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Highly Cited
1999
Highly Cited
1999
A re-examination of text categorization methods
Yiming Yang
,
Xin Liu
SIGIR '99
1999
Corpus ID: 6465383
This paper reports a controlled study with statistical signi cance tests on ve text categorization methods: the Support Vector…
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Highly Cited
1997
Highly Cited
1997
A Comparative Study on Feature Selection in Text Categorization
Yiming Yang
,
Jan O. Pedersen
ICML
1997
Corpus ID: 5083193
This paper is a comparative study of feature selection methods in statistical learning of text categorization The focus is on…
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Highly Cited
1994
Highly Cited
1994
N-gram-based text categorization
W. B. Cavnar
,
J. Trenkle
1994
Corpus ID: 170740
Text categorization is a fundamental task in document processing, allowing the automated handling of enormous streams of…
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Highly Cited
1981
Highly Cited
1981
Categorization and Representation of Physics Problems by Experts and Novices
M. Chi
,
P. Feltovich
,
R. Glaser
Cogn. Sci.
1981
Corpus ID: 44436293
The representation of physics problems in relation to the organization of physics knowledge is investigated in experts and…
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Highly Cited
1981
Highly Cited
1981
Categorization of action slips.
D. Norman
1981
Corpus ID: 42031607
A slip is the error that occurs when a person does an action that is not intended. In this article I examine several collections…
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Review
1979
Review
1979
Cognition and Categorization
E. Rosch
,
B. Lloyd
1979
Corpus ID: 16680251
ion of those listed by the students? In general, we found that the event name itself combined most readily with superordinate…
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