[HTML][HTML] Efficient English text classification using selected machine learning techniques

X Luo - Alexandria Engineering Journal, 2021 - Elsevier
Text classification (TC) is an approach used for the classification of any kind of documents
for the target category or out. In this paper, we implemented the Support Vector Machines …

[PDF][PDF] An evaluation of preprocessing techniques for text classification

AI Kadhim - International Journal of Computer Science and …, 2018 - researchgate.net
Text preprocessing is a vital stage in text classification (TC) particularly and text mining
generally. Text preprocessing tools is to reduce multiple forms of the word to one form. In …

Identification of vacant and emerging technologies in smart mobility through the GTM-based patent map development

J Yu, JG Hwang, J Hwang, SC Jun, S Kang, C Lee… - Sustainability, 2020 - mdpi.com
With the development of the online platforms and the Internet of Things (IoT), various
transportation services have been provided, and the lifestyle of the general public has …

Text document clustering using K-means algorithm with dimension reduction techniques

R Kumbhar, S Mhamane, H Patil… - 2020 5th International …, 2020 - ieeexplore.ieee.org
With growing technologies commercial sites, social media, organizations generate lots of
data. However, this huge amount of information needs to be organized properly. For this, the …

Persona traits identification based on Myers-Briggs Type Indicator (MBTI)-a text classification approach

S Bharadwaj, S Sridhar, R Choudhary… - … on advances in …, 2018 - ieeexplore.ieee.org
Personality is a very important part of our lifestyle. It determines how we live, speak, react,
and indicates our preferences, and even affects our mental health. Personality analysis is an …

Topic modelling: Modelling hidden semantic structures in textual data

R Egger - Applied data science in tourism: Interdisciplinary …, 2022 - Springer
Due to the rapid growth of texts in today's society, much of which is produced via online
social networks in the form of user-generated content, extracting useful information from …

A Natural-Language-Processing-Based Method for the Clustering and Analysis of Movie Reviews and Classification by Genre

F González, M Torres-Ruiz, G Rivera-Torruco… - Mathematics, 2023 - mdpi.com
Reclassification of massive datasets acquired through different approaches, such as web
scraping, is a big challenge to demonstrate the effectiveness of a machine learning model …

Integration of recurrent convolutional neural network and optimal encryption scheme for intrusion detection with secure data storage in the cloud

V Prabhakaran, A Kulandasamy - Computational Intelligence, 2021 - Wiley Online Library
Data communication security is growing day after day with the proliferation of cloud
computing. It is primarily because of the few security constraints and challenges occurring in …

Smart investigation of artificial intelligence in renewable energy system technologies by natural language processing: Insightful pattern for decision-makers

K Niroomand, NMC Saady, C Bazan… - … Applications of Artificial …, 2023 - Elsevier
This study aims to provide a framework which enables decision-makers and researchers to
identify AI technology patterns in renewable energy systems from a massive data set of …

[PDF][PDF] Natural Language Processing untuk Analisis Sentimen Presiden Jokowi Menggunakan Multi Layer Perceptron.

N Munasatya, S Novianto - Techno. Com, 2020 - academia.edu
Analisis sentiment biasa digunakan untuk opini minning dalam artian memberikan sebuah
identitas/label (Positif, Negatif, Neutral) kedalam data/corpus. NLP (Natural Language …