[PDF][PDF] Classification of scientific publications using swarm intelligence

T Ali, NA Sajid, S Asghar, M Ahmed - Proceedings of the Pakistan …, 2013 - paspk.org
Document classification is an important task in data mining. Currently, identifying category
(ie, topic) of a scientific publication is a manual task. The Association for Computing …

Text classification using machine learning techniques: comparative analysis

A Sinha, MNBJ Naskar, M Pandey… - 2022 OITS …, 2022 - ieeexplore.ieee.org
Sharing short reviews on Social Networking Sites has contributed to rising textual data. For
this short review text, needed a text classification model to identify short texts, organize them …

Applying Machine Learning Algorithms for News Articles Categorization: Using SVM and kNN with TF-IDF Approach

Kanika, Sangeeta - Smart Computational Strategies: Theoretical and …, 2019 - Springer
News articles categorization is a supervised learning approach in which news articles are
assigned category labels based on likelihood demonstrated by a training set of labeled …

Hierarchical approach for scientific document classification

A D'cunha, AK Sen - International Conference on Computing …, 2015 - ieeexplore.ieee.org
Classification is the grouping of information or objects in predefined labeled categories
based on similarities. Exponential growth rates of scientific document collection leads to …

[PDF][PDF] Feature extraction based text classification using k-nearest neighbor algorithm

M Azam, T Ahmed, F Sabah… - IJCSNS Int. J. Comput …, 2018 - researchgate.net
Scientific publications has been increasing enormously, with this increase classification of
scientific publications is becoming challenging task. The core objective of this research is to …

[PDF][PDF] Automated Categorization of Research Papers with MONO Supervised Term Weighting in RECApp

RMA Depositario, GGT Noangay… - International …, 2023 - pdfs.semanticscholar.org
Natural Language Processing, specifically text classification or text categorization, has
become a trend in computer science. Commonly, text classification is used to categorize …

[PDF][PDF] A survey on text categorization of Indian and non-Indian languages using supervised learning techniques

KS Kava, NP Desai - Discovery, 2015 - researchgate.net
Categorization of text plays an important role in the text mining field. Text categorization is
the process in which documents are categorized into its predefined category. Automatic text …

Text categorization using association rule and naive Bayes classifier

SM Kamruzzaman, CM Rahman - arXiv preprint arXiv:1009.4994, 2010 - arxiv.org
As the amount of online text increases, the demand for text categorization to aid the analysis
and management of text is increasing. Text is cheap, but information, in the form of knowing …

[PDF][PDF] Document classification using term frequency-inverse document frequency and K-means clustering

WNI Al-Obaydy, HA Hashim, YA Najm… - Indonesian Journal of …, 2022 - academia.edu
Increased advancement in a variety of study subjects and information technologies, has
increased the number of published research articles. However, researchers are facing …

[引用][C] CONTECT BASED AUTOMATIC CLASSIFICATION OF RESEARCH ARTICLES.

S Khan, M Faheem Khan, A Khan, A Ullah Khan, S Ali - Science International, 2014