scholarly journals Improving Text Preprocessing For Student Complaint Document Classification Using Sastrawi

2020 ◽  
Vol 874 ◽  
pp. 012017 ◽  
Author(s):  
Mochamad Alfan Rosid ◽  
Arif Senja Fitrani ◽  
Ika Ratna Indra Astutik ◽  
Nasrudin Iqrok Mulloh ◽  
Haris Ahmad Gozali
Keyword(s):  
Document Classification ◽  
Text Preprocessing

scholarly journals Clustering Based Classification and Analysis of Data

2014 ◽  
pp. 280-283
Author(s):  
NEERAJ SAHU ◽  
D. S. RAJPUT ◽  
R. S. THAKUR ◽  
G. S. THAKUR
Keyword(s):  
Feature Selection ◽  
Document Classification ◽  
Experimental Results ◽  
Data Sets ◽  
Group Data ◽  
Document Collection ◽  
Text Preprocessing

This paper presents Clustering Based Document classification and analysis of data. The proposed Clustering Based classification and analysis of data approach is based on Unsupervised and Supervised Document Classification. In this paper Unsupervised Document and Supervised Document Classification are used. In this approach Document collection, Text Preprocessing, Feature Selection, Indexing, Clustering Process and Results Analysis steps are used. Twenty News group data sets [20] are used in the Experiments. For experimental results analysis evaluated using the Analytical SAS 9.0 Software is used. The Experimental Results show the proposed approach out performs.

A Note on Document Classification with Small Training Data

2011 ◽  
Vol 131 (8) ◽  
pp. 1459-1466
Author(s):  
Yasunari Maeda ◽  
Hideki Yoshida ◽  
Masakiyo Suzuki ◽  
Toshiyasu Matsushima
Keyword(s):  
Document Classification ◽  
Training Data

Output-based transfer learning in genetic programming for document classification

2021 ◽  
Vol 212 ◽  
pp. 106597
Author(s):  
Wenlong Fu ◽  
Bing Xue ◽  
Xiaoying Gao ◽  
Mengjie Zhang
Keyword(s):  
Genetic Programming ◽  
Transfer Learning ◽  
Document Classification

scholarly journals The impact of deep learning on document classification using semantically rich representations

2019 ◽  
Vol 56 (5) ◽  
pp. 1618-1632 ◽  
Author(s):  
Zenun Kastrati ◽  
Ali Shariq Imran ◽  
Sule Yildirim Yayilgan
Keyword(s):  
Deep Learning ◽  
Document Classification ◽  
The Impact

Twin labeled LDA: a supervised topic model for document classification

2020 ◽  
Vol 50 (12) ◽  
pp. 4602-4615
Author(s):  
Wei Wang ◽  
Bing Guo ◽  
Yan Shen ◽  
Han Yang ◽  
Yaosen Chen ◽  
...  
Keyword(s):  
Topic Model ◽  
Document Classification
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