Using KNN algorithm for classification of textual documents

A Moldagulova, RB Sulaiman - 2017 8th international …, 2017 - ieeexplore.ieee.org
algorithms that deal with text classification. This paper deals with an approach for building a
machine learning … ) method for the classification of textual documents. The experimental part …

Text document classification using swarm intelligence

AL Vizine, LN de Castro… - … Conference on Integration …, 2005 - ieeexplore.ieee.org
… Abstract – This paper presents an algorithm for the automatic grouping of PDF documents,
and with potential application for Web document classification. The algorithm developed is …

[PDF][PDF] Automatic Arabic document categorization based on the Naïve Bayes algorithm

M El Kourdi, A Bensaid, T Rachidi - proceedings of the Workshop …, 2004 - aclanthology.org
… the preprocessing undergone by documents for the purpose of categorization; it describes
… ), the learning algorithm used in this paper for document categorization is presented. Section …

Document management using artificial neural network

K Pimparkar, R Lulla, P Rathod… - 2019 International …, 2019 - ieeexplore.ieee.org
… Other applications of artificial neural network include matching of images [5… classification
of resume documents and identified different machine learning algorithms used for classification

A framework for explainable text classification in legal document review

CJ Mahoney, J Zhang, N Huber-Fliflet… - … Conference on Big …, 2019 - ieeexplore.ieee.org
… , has attracted interest from the Artificial Intelligence (AI) community … document classification
model is first learned from a set of training documents using a machine learning algorithm

Performance analysis of supervised machine learning algorithms for text classification

SZ Mishu, SM Rafiuddin - 2016 19th International Conference …, 2016 - ieeexplore.ieee.org
classify the documents into the proper class [1]. This research deals with the hard categorization
of the text, which means every document … be seen that Artificial Neural Network (ANN) is …

[PDF][PDF] Machine learning algorithms for document classification: Comparative analysis

F Rashid, SMA Gargaare, AH Aden… - International Journal of …, 2022 - academia.edu
document classification is the machine learning fundamental that refers to assigning automatic
categories among scanned images of the documents… the area of Artificial Intelligence and …

One-class document classification via neural networks

L Manevitz, M Yousef - Neurocomputing, 2007 - Elsevier
document retrieval and classification is of central importance in many contexts; our main
motivating goal is the efficient classificationalgorithm with Hadamard frequency tf-idf and binary …

Comparative Study of Machine Learning Algorithms for Document Classification

R Jain - International Journal of Computer Sciences and …, 2023 - papers.ssrn.com
… Bayes algorithms to perform document classification task. We have trained the machine
learning … that learn from past data and is also a field of artificial intelligence [5, 6, 7, 8, 9, 10, 11]. …

Intelligent document classification

RA Calvo, HA Ceccatto - Intelligent Data Analysis, 2000 - content.iospress.com
… Even for moderate-size text collections one can end up with tens or even hundreds of
thousand terms, a number prohibitively high for some classification algorithms. Then, …