[HTML][HTML] GastroVRG: Enhancing early screening in gastrointestinal health via advanced transfer features

MS Islam, MAT Rony, T Sultan - Intelligent Systems with Applications, 2024 - Elsevier
The accurate classification of endoscopic images is a challenging yet critical task in medical
diagnostics, which directly affects the treatment and management of Gastrointestinal …

A Machine Learning Perspective on Daisy and Dandelion Classification: Gaussian Naive Bayes with Sobel

CD Suhendra, E Najwaini, E Maria… - Indonesian Journal of …, 2023 - jurnal.yoctobrain.org
This study explores the classification of Daisy and Dandelion flowers using a Gaussian
Naive Bayes classifier, enhanced by Sobel segmentation and Hu moment feature extraction …

Cloud Network Anomaly Detection Using Machine and Deep Learning Techniques-Recent Research Advancements

A Abdallah, A Alkaabi, G Alameri, SH Rafique… - IEEE …, 2024 - ieeexplore.ieee.org
In the rapidly evolving landscape of computing and networking, the concepts of cloud
networks have gained significant prominence. Although the cloud network offers on-demand …

[HTML][HTML] Modeling mortality prediction in older adults with dementia receiving COVID-19 vaccination

Z Radomyslsky, S Kivity, Y Alon, M Saban - BMC geriatrics, 2024 - Springer
Objective This study compared COVID-19 outcomes between vaccinated and unvaccinated
older adults with and without cognitive impairment. Method Electronic health records from …

[HTML][HTML] Determinants of Yearly CO2 Emission Fluctuations: A Machine Learning Perspective to Unveil Dynamics

CM Mukendi, H Choi, S Jung, YS Kim - Sustainability, 2024 - mdpi.com
In order to understand the dynamics in climate change, inform policy decisions and prompt
timely action to mitigate its impact, this study provides a comprehensive analysis of the short …

Evaluating the Performance of Voting Classifier in Multiclass Classification of Dry Bean Varieties

IPA Pratama, ESJ Atmadji… - … Journal of Data and …, 2024 - jurnal.yoctobrain.org
This study explores the application of a voting classifier, integrating Decision Tree, Logistic
Regression, and Gaussian Naive Bayes models, for the multiclass classification of dry bean …

Elevating Driver Behavior Understanding with RKnD: A Novel Probabilistic Feature Engineering Approach

MS Islam, MAT Rony, M Safran, S Alfarhood… - IEEE Access, 2024 - ieeexplore.ieee.org
Early detection of driver behavior is a pivotal aspect in enhancing road safety, focusing on
identifying and mitigating risky driving patterns before they lead to accidents. The use of …

Advancing Healthcare Diagnostics: A Study on Gaussian Naive Bayes Classification of Blood Samples

I As' ad - International Journal of Artificial Intelligence in …, 2023 - jurnal.yoctobrain.org
This research paper presents a comprehensive analysis of the Gaussian Naive Bayes
(GNB) classifier's application in predicting health conditions from blood samples …

Exploratory Data Analysis and Prediction of Passenger Satisfaction with Airline services

M Salah-Ud-Din, BTL SS, H Al Ali - 2024 New Trends in Civil …, 2024 - ieeexplore.ieee.org
The airline industry has bloomed greatly after the COVID-19. The customer satisfaction
about the airlines is a key factor in the success of the airline industry. This study focuses on …

Analyzing the Temporal Interplay and Contribution of Socioeconomic, CO2 Related Industry, and Education to the Year-on-Year Change in CO2 Emissions: An In …

CM Mulomba, H Choi, S Jung, Y Kim - 2024 - preprints.org
To understand dynamics in climate change, informing policy decisions and prompting timely
action to mitigate its impact, this study provides a comprehensive analysis of the short-term …