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Graph based KNN for Optimizing Index of News Articles
2016
Journal of multimedia information system
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In this research, we will validate empirically the proposed version in optimizing index on the two text collections: NewsPage.com and 20NewsGroups. ...
trace more easily results from classifying words. ...
The text collection, NewsPage.com, is built by copying and pasting news articles in the web site, newspage.com, individually, topic by topic. ...
doi:10.9717/jmis.2016.3.3.53
dblp:journals/jmmis/000116
fatcat:diuebhzdnjb4dmwtxjkzgg53wu
Semantic Word Categorization using Feature Similarity based K Nearest Neighbor
2018
Journal of multimedia information system
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The proposed KNN is empirically validated as the better approach in categorizing words in news articles and opinions. ...
This article proposes the modified KNN (K Nearest Neighbor) algorithm which considers the feature similarity and is applied to the word categorization. ...
In 2008, Jo modified the single pass algorithm into its table based version for the text clustering [8] . ...
doi:10.9717/jmis.2018.5.2.67
dblp:journals/jmmis/000118
fatcat:qjhkwvs6rjgdngjmn7glwjcvqy
K nearest neighbor for text summarization using feature similarity
2017
2017 International Conference on Communication, Control, Computing and Electronics Engineering (ICCCCEE)
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A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
The proposed KNN is empirically validated as the better approach in categorizing words in news articles and opinions. ...
This article proposes the modified KNN (K Nearest Neighbor) algorithm which considers the feature similarity and is applied to the word categorization. ...
In 2008, Jo modified the single pass algorithm into its table based version for the text clustering [8] . ...
doi:10.1109/iccccee.2017.7866705
fatcat:ie5zg5bqhvhsbiw227he4jsqcu
Normalized Table Matching Algorithm for Classifying News Articles
unpublished
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In this research, we propose encoding texts into normalized tables for categorizing texts, automatically. ...
As the solution to the problem, in this research, we encode texts into fixed sized tables, define the operation for computing the similarity between two tables as a normalized value, and characterize it ...
In this set of experiments, we use the collection of news articles 'called NewsPage.com'. ...
fatcat:n5h6yj2wkne2nhesrsuyu5ef7m
FUTURE COMPUTING 2012 The Fourth International Conference on Future Computational Technologies and Applications FUTURE COMPUTING 2012 Committee FUTURE COMPUTING Advisory Chairs FUTURE COMPUTING 2012 Technical Program Committee
2012
Foreword The Fourth International Conference on Future Computational Technologies and Applications (FUTURE COMPUTING 2012
unpublished
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We are grateful to the members of the FUTURE COMPUTING 2012 organizing committee for their help in handling the logistics and for their work to make this professional meeting a success. ...
We hope that FUTURE COMPUTING 2012 was a successful international forum for the exchange of ideas and results between academia and industry and for the promotion of progress in the field of future computational ...
Normalized Table Matching Algorithm for Classifying News Articles
Taeho Jo
School of Computer and Information Engineering Inha University Incheon, South Korea tjo018@inha.ac.kr Abstract-In this research ...
fatcat:st7dioxwsjhuvpcgxavn5b4ez4