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Document classification
Known as:
Topic spotting
, Text categorisation
, Classification
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Document classification or document categorization is a problem in library science, information science and computer science. The task is to assign a…
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Related topics
Related topics
48 relations
Artificial neural network
Categorization
Concept mining
Controlled vocabulary
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Broader (2)
Machine learning
Natural language processing
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2015
2015
A Re-ranking Model for Dependency Parser with Recursive Convolutional Neural Network
Chenxi Zhu
,
Xipeng Qiu
,
Xinchi Chen
,
Xuanjing Huang
Annual Meeting of the Association for…
2015
Corpus ID: 8755918
In this work, we address the problem to model all the nodes (words or phrases) in a dependency tree with the dense…
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Highly Cited
2012
Highly Cited
2012
A high performance centroid-based classification approach for language identification
Hidayet Takçi
,
Tunga Güngör
Pattern Recognition Letters
2012
Corpus ID: 11180738
2010
2010
Representation of Texts into String Vectors for Text Categorization
T. Jo
Journal of Computing Science and Engineering
2010
Corpus ID: 1473668
In this study, we propose a method for encoding documents into string vectors, instead of numerical vectors. A traditional…
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Review
2009
Review
2009
Subjectivity Detection in English and Bengali: A CRF-based Approach
Amitava Das
,
Sivaji Bandyopadhyay
,
Jadavpur Univers
2009
Corpus ID: 18335013
With the proliferation of online reviews and sentiments the Web is becoming more and more useful and important information…
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Highly Cited
2008
Highly Cited
2008
Using Incremental PLSI for Threshold-Resilient Online Event Analysis
Tzu-Chuan Chou
,
Meng Chang Chen
IEEE Transactions on Knowledge and Data…
2008
Corpus ID: 15533305
The goal of online event analysis is to detect events and track their associated documents in real time from a continuous stream…
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2008
2008
Arabic Text Classification using K-NN and Naive Bayes
Mohammed J. Bawaneh
,
M. Alkoffash
,
A. I. A. Rabea
2008
Corpus ID: 60521106
Highly Cited
2007
Highly Cited
2007
Categorizer ) : Neural Network for Text Categorization
Taeho Jo Site
2007
Corpus ID: 20781072
This research proposes a new neural network for text categorization which uses alternative representations of documents to…
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Highly Cited
2004
Highly Cited
2004
PoBOC: An Overlapping Clustering Algorithm, Application to Rule-Based Classification and Textual Data
Guillaume Cleuziou
,
Lionel Martin
,
Christel Vrain
European Conference on Artificial Intelligence
2004
Corpus ID: 15945079
This paper presents the clustering algorithm PoBOC (Pole-Based Overlapping Clustering). It has two main characteristics: the…
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Highly Cited
2003
Highly Cited
2003
Documents similarity measurement using field association terms
E. Atlam
,
M. Fuketa
,
K. Morita
,
J. Aoe
Information Processing & Management
2003
Corpus ID: 17753726
Highly Cited
2003
Highly Cited
2003
Topic-based Vector Space Model
J. Becker
,
D. Kuropka
2003
Corpus ID: 53999545
This paper motivates and presents the Topic-based Vector Space Model (TVSM), a new vector-based approach for document comparison…
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