[PDF][PDF] Text Classification Using Data Mining Techniques: A

OC Abikoye, SO Omokanye, TO Aro - Computing and Information …, 2018 - researchgate.net
… of data mining algorithms used for text classification and a review of works that have been
performed on classifying texts. … algorithms used for text classification were discussed and …

Effectiveness of the news text classification test using the naïve bayes' classification text mining method

Y Ying, TN Mursitama - Journal of Physics: Conference Series, 2021 - iopscience.iop.org
… of the techniques that can be used to make classifications [1]. Text mining is a variation of
data mining that tries to identify interesting patterns in a large collection of textual data. Besides …

[HTML][HTML] Text classification algorithms: A survey

K Kowsari, K Jafari Meimandi, M Heidarysafa, S Mendu… - Information, 2019 - mdpi.com
… Non-parametric techniques have been studied and used as classification tasks … classifier
for document categorization. This technique can also be used in all domains of data mining

A comprehensive review on text classification and text mining techniques using spam dataset detection

T Siddiqui, AYA Amer - … and Computer Science Volume 2, 2023 - Wiley Online Library
… the process of text data mining by presenting the fields that use text mining applications. …
text classification algorithms. Finally, we used a spam dataset for classification detection data

Combining text mining and data mining for bug report classification

Y Zhou, Y Tong, R Gu, H Gall - … of Software: Evolution and …, 2016 - Wiley Online Library
from the previous stage with the same report ID. However, the report ID is not included into
the classifier during the text classification … -labeled levels (from supervised learning). After the …

Sentimental text mining based on an additional features method for text classification

CH Cheng, HH Chen - PloS one, 2019 - journals.plos.org
… and analyze the collected data, and this trend refers to big data. Many … text categorization
and data analysis methods; these techniques include data mining, web mining, and text mining. …

[PDF][PDF] Review on text mining algorithms

S Sharma, SK Srivastava - International Journal of Computer Applications, 2016 - Citeseer
data mining we discover useful and hidden knowledge from … In the case of labelled text
classification we use supervised machine … While in case of unlabeled text classification we use

Automated text classification of maintenance data of higher education buildings using text mining and machine learning techniques

S Hong, J Kim, E Yang - Journal of Architectural Engineering, 2022 - ascelibrary.org
… for the text classification of the problem code data used in this research, we evaluated the
performance of the supervised learning–based text classification algorithms using a confusion …

[PDF][PDF] Cyberbullying classification using text mining

SMI Noviantho, L Ashianti - … International Conference on Informatics and …, 2017 - core.ac.uk
… Support Vector Machines (SVM) as the classification algorithm, since they have been
proven to work well for highskew text classification tasks. Naïve Bayes requires little data for …

[PDF][PDF] Comparison of classification algorithms in text mining

A Sheshasaayee, G Thailambal - International journal of pure and …, 2017 - academia.edu
… in which Content Mining uses text, images, Audio and Video to … Web Mining is sub process
of Data Mining which involves … It is used in personal email sorting, document categorization, …