Effectual text classification in data mining: a practical approach

I Ezzat, AW Abdulqader… - Mesopotamian Journal of …, 2023 - mesopotamian.press
Text classification is the process of setting records into classes that have already been set
up based on what they say. It automatically puts texts in natural languages into categories …

Contextualizing injury severity from occupational accident reports using an optimized deep learning prediction model

MZF Khairuddin, S Sankaranarayanan… - PeerJ Computer …, 2024 - peerj.com
Background This study introduced a novel approach for predicting occupational injury
severity by leveraging deep learning-based text classification techniques to analyze …

Polarizing Topics on Twitter in the 2022 United States Elections

J Katalinić, I Dunđer, S Seljan - Information, 2023 - mdpi.com
Politically polarizing issues are a growing concern around the world, creating divisions
along ideological lines, which was also confirmed during the 2022 United States midterm …

Leveraging Artificial Intelligence to Predict Health Belief Model and COVID-19 Vaccine Uptake Using Survey Text from US Nurses

S Omranian, A Khoddam, C Campos-Castillo… - Behavioral …, 2024 - mdpi.com
We investigated how artificial intelligence (AI) reveals factors shaping COVID-19 vaccine
hesitancy among healthcare providers by examining their open-text comments. We …

GenCo: A Generative Learning Model for Heterogeneous Text Classification Based on Collaborative Partial Classifications

ZE Ekolle, R Kohno - Applied Sciences, 2023 - mdpi.com
The use of generative learning models in natural language processing (NLP) has
significantly contributed to the advancement of natural language applications, such as …

Smart Web Dictionary using OCR

S Verma, A Ashraf, B Rawat… - 2024 IEEE 1st Karachi …, 2024 - ieeexplore.ieee.org
Language and Linguistics has a significant impact on our daily processes that are larger
than we perceive. Language is a book that we utilize to convey ideas. Nowadays language …

Ensemble Methods to Optimize Automated Text Classification in Avatar Therapy

A Hudon, K Phraxayavong, S Potvin, A Dumais - BioMedInformatics, 2024 - mdpi.com
Background: Psychotherapeutic approaches such as Avatar Therapy (AT) are novel
therapeutic attempts to help patients diagnosed with treatment-resistant schizophrenia …

Improving predictions: Enhancing in-hospital mortality forecast for ICU patients with sepsis-induced coagulopathy using a stacking ensemble model

X Liu, H Niu, J Peng - Medicine, 2024 - journals.lww.com
The incidence of sepsis-induced coagulopathy (SIC) is high, leading to increased mortality
rates and prolonged hospitalization and intensive care unit (ICU) stays. Early identification of …

Predicting Depression with Social Media Images

R Rautela - 2024 IEEE 1st Karachi Section Humanitarian …, 2024 - ieeexplore.ieee.org
This study deliberated on the work of stress sight by means of analyzing pix related to social
media customers. We created a database containing 485,121 images from 398 volunteer …

Leveraging Advanced Technology And Design Thinking To Address Challenges Faced By Indian Adolescent Youth

A Chandrol, M Awasthi, V Sajwan… - 2024 IEEE 1st Karachi …, 2024 - ieeexplore.ieee.org
The primary goal of the project is to determine how educational attainment affected the
problem facing Indian youngsters. For this study 140 students life from various …