[PDF][PDF] A review of machine learning algorithms for text-documents classification

A Khan, B Baharudin, LH Lee, K Khan - Journal of advances in …, 2010 - academia.edu
With the increasing availability of electronic documents and the rapid growth of the World
Wide Web, the task of automatic categorization of documents became the key method for …

A review of artificial intelligence algorithms in document classification

A Bilski - International Journal of Electronics and …, 2011 - journals.pan.pl
With the evolution of Internet, the meaning and accessibility of text documents and electronic
information has increased. The automatic text categorization methods became essential in …

Hybrid model for text classification

P Ingole, S Bhoir, AV Vidhate - 2018 Second International …, 2018 - ieeexplore.ieee.org
Increasing popularity of social media sites (eg, Twitter, Facebook) leads to the increasing
amount of online data. Student's casual talks on these social media sites can be used to …

Text classification using data mining

SM Kamruzzaman, F Haider, AR Hasan - arXiv preprint arXiv:1009.4987, 2010 - arxiv.org
Text classification is the process of classifying documents into predefined categories based
on their content. It is the automated assignment of natural language texts to predefined …

An efficient fake news detector

SV Bhoir - 2020 International Conference on Computer …, 2020 - ieeexplore.ieee.org
Social media now plays a vital role in shaping the feeling of people in favor or against a
government or organization. Therefore, an effective method is an absolute requirement to …

[PDF][PDF] Text classification in data mining

A Purohit, D Atre, P Jaswani, P Asawara - International Journal of …, 2015 - Citeseer
Text classification is the process of classifying documents into predefined categories based
on their content. Text classification is the primary requirement of text retrieval systems, which …

Text classification using artificial intelligence

SM Kamruzzaman - arXiv preprint arXiv:1009.4964, 2010 - arxiv.org
Text classification is the process of classifying documents into predefined categories based
on their content. It is the automated assignment of natural language texts to predefined …

Feature extraction for co-occurrence-based cosine similarity score of text documents

AI Kadhim, YN Cheah, NH Ahamed… - 2014 IEEE student …, 2014 - ieeexplore.ieee.org
A major challenge in topic classification (TC) is the high dimensionality of the feature space.
Therefore, feature extraction (FE) plays a vital role in topic classification in particular and text …

[HTML][HTML] Выбор алгоритмов машинного обучения для классификации текстовых документов

ВЕ Дементьев, СХ Киреев - Техника средств связи, 2022 - cyberleninka.ru
С увеличением доступности электронных документов и быстрым ростом количества
систем обмена данными задача автоматической категоризации документов стала …

Text classification using association rule with a hybrid concept of naive Bayes classifier and genetic algorithm

SM Kamruzzaman, F Haider, AR Hasan - arXiv preprint arXiv:1009.4976, 2010 - arxiv.org
Text classification is the automated assignment of natural language texts to predefined
categories based on their content. Text classification is the primary requirement of text …