Optimized deep learning with learning without forgetting (LwF) for weather classification for sustainable transportation and traffic safety

S Dalal, B Seth, M Radulescu, TF Cilan, L Serbanescu - Sustainability, 2023 - mdpi.com
Unfortunately, accidents caused by bad weather have regularly made headlines throughout
history. Some of the more catastrophic events to recently make news include a plane crash …

Data-intensive inventory forecasting with artificial intelligence models for cross-border e-commerce service automation

YM Tang, KY Chau, Y Lau, Z Zheng - Applied Sciences, 2023 - mdpi.com
Building an adaptative, flexible, resilient, and reliable inventory management system
provides a reliable supply of cross-border e-commerce commodities, enhances supply chain …

An Efficient Brain Tumor Segmentation Method Based on Adaptive Moving Self-Organizing Map and Fuzzy K-Mean Clustering

S Dalal, UK Lilhore, P Manoharan, U Rani, F Dahan… - Sensors, 2023 - mdpi.com
Brain tumors in Magnetic resonance image segmentation is challenging research. With the
advent of a new era and research into machine learning, tumor detection and segmentation …

Green synthesis, characterization, and hepatoprotective effect of zinc oxide nanoparticles from Moringa oleifera leaves in CCl4-treated albino rats

HS El-Beltagi, M Rageb, MM El-Saber, RA El-Masry… - Heliyon, 2024 - cell.com
Hepatotoxin carbon tetrachloride (CCl 4) causes liver injury. This research aims to create
ZnO-NPs using green synthesis from Moringa oleifera (MO) leaves aqueous extract, and …

[HTML][HTML] A comparative analysis of boosting algorithms for chronic liver disease prediction

SM Ganie, PKD Pramanik - Healthcare Analytics, 2024 - Elsevier
Chronic liver disease (CLD) is a major health concern for millions of people all over the
globe. Early prediction and identification are critical for taking appropriate action at the …

An evolutionary hybrid method based on particle swarm optimization algorithm and extreme gradient boosting for short-term streamflow forecasting

HC Kilinc, B Haznedar, F Ozkan, OM Katipoğlu - Acta Geophysica, 2024 - Springer
Streamflow estimation is necessary to develop sustainable water management strategies
that balance the needs of various water users while protecting the ecological health of the …

Classification of skin cancer using deep batch-normalized elu alexnet with fractional sparrow ladybug optimization

E Gayatri, SL Aarthy - Multimedia Tools and Applications, 2024 - Springer
Skin cancer is the most commonly found kind of cancer with eight diagnostic classes, which
makes its classification highly challenging. Recent years have witnessed the increased …

Driving Technologies of Industry 5.0 in the Medical Field

S Dalal, B Seth, M Radulescu - … 5.0: An Organizational Model for Twin …, 2023 - emerald.com
Customers today expect businesses to cater to their individual needs by tailoring the
products they purchase to their own preferences. The term “Industry 5.0” refers to a new …

Drag force on a microrobot propelled through blood

C Wu, T Omori, T Ishikawa - Communications Physics, 2024 - nature.com
Controlling microrobot locomotion in vessels and capillaries is crucial for precise drug
delivery and minimally invasive surgeries. However, this is challenging due to the complex …

Machine learning model matters its accuracy: a comparative study of ensemble learning and automl using heart disease prediction

Y Rimal, S Paudel, N Sharma, A Alsadoon - Multimedia Tools and …, 2024 - Springer
Ensemble machine learning is the concept of using multiple models to gain better
performance from the combination of weak individual models. New researchers focus on …