Keyword

text document classification

Description: A natural language processing task that assigns text documents to categories using their content and computational methods.

Primary topic: Text and Document Classification Technologies (70%)

OpenAlex ID: keywords/text-document-classification

From Word Embeddings To Document Distances

2015 · Matt J. Kusner, Yu Sun, et al. · PolyPublie (École Polytechnique de Montréal) · 1,688

PDF

A Review of Machine Learning Algorithms for Text-Documents Classification

2010 · Baharum Baharudin, Lam Hong Lee, et al. · Journal of Advances in Information Technology · 653

Partially Supervised Classification of Text Documents

2002 · Bing Liu, Wee Sun Lee, et al. · 534

Classification of Text Documents

1998 · Y. H. Li · The Computer Journal · 333

Text Document Preprocessing with the Bayes Formula for Classification Using the Support Vector Machine

2008 · D. Isa, L.H. Lee, et al. · IEEE Transactions on Knowledge and Data Engineering · 218

An enhanced Support Vector Machine classification framework by using Euclidean distance function for text document categorization

2011 · Lam Hong Lee, Chin Heng Wan, et al. · Applied Intelligence · 151

Metric learning for text documents

2006 · G. Lebanon · IEEE Transactions on Pattern Analysis and Machine Intelligence · 130

Using the self organizing map for clustering of text documents

2008 · Dino Isa, V.P. Kallimani, et al. · Expert Systems with Applications · 96

Variable Global Feature Selection Scheme for automatic classification of text documents

2017 · Deepak Agnihotri, Kesari Verma, et al. · Expert Systems with Applications · 90

An efficient Wikipedia semantic matching approach to text document classification

2017 · Zongda Wu, Hui Zhu, et al. · Information Sciences · 86

Exploring deep learning approaches for Urdu text classification in product manufacturing

2020 · Muhammad Pervez Akhter, Zheng Jiangbin, et al. · Enterprise Information Systems · 69

Performance Comparison and Optimization of Text Document Classification using k-NN and Naïve Bayes Classification Techniques

2017 · Zulfany Erlisa Rasjid, Reina Setiawan · Procedia Computer Science · 59

PDF

Discriminative features for text document classification

2004 · K. Torkkola · Pattern Analysis and Applications · 59

Pairwise document similarity measure based on present term set

2018 · Marzieh Oghbaie, Morteza Mohammadi Zanjireh · Journal Of Big Data · 51

PDF

Incremental document clustering using cluster similarity histograms

2004 · K.M. Hammouda, M.S. Kamel · 48

A Rule-Based Approach to Embedding Techniques for Text Document Classification

2020 · Asmaa M. Aubaid, Alok Mishra · Applied Sciences · 47

PDF

Classification Methods of Text Documents Using Ontology Based Approach

2016 · Vasyl Lytvyn, Victoria Vysotska, et al. · Advances in intelligent systems and computing · 47

Intelligent Data Engineering and Automated Learning – IDEAL 2008

2008 · Hutchison, David, Yin, Hujun, et al. · Lecture notes in computer science · 41

Text Document Classification basedon Least Square Support Vector Machines with Singular Value Decomposition

2011 · M.Ramakrishna Murty, J.V.R Murthy, et al. · International Journal of Computer Applications · 40

PDF

Content linguistic analysis methods for textual documents classification

2016 · Vasyl Lytvyn, Victoria Vysotska, et al. · 33

A Survey of Naïve Bayes Machine Learning approach in Text Document Classification

2010 · A, Vidhya. K., Aghila, G. · arXiv (Cornell University) · 31

PDF

A Survey of Naïve Bayes Machine Learning approach in Text Document Classification

2010 · K. Vidhya, G. Aghila · International Journal of Computer Science and Information Security · 29

Classification of text documents based on score level fusion approach

2017 · S.N. Bharath Bhushan, Ajit Danti · Pattern Recognition Letters · 28

Text document classification using fuzzy rough set based on robust nearest neighbor (FRS-RNN)

2020 · Bichitrananda Behera, G. Kumaravelan · Soft Computing · 27

Boosted Hybrid Recurrent Neural Classifier for Text Document Classification on the Reuters News Text Corpus

2012 · Emmanuel Buabin · International Journal of Machine Learning and Computing · 26

PDF

Works count: 317

Citation count: 5,576