[PDF][PDF] Supervised machine learning a brief survey of approaches

E Najjar, AM Breesam - Al-Iraqia Journal for Scientific Engineering Research, 2023 - iasj.net
Abstract Machine learning has become popular across several disciplines right now. It
enables machines to automatically learn from data and make predictions without the need …

A review of deep learning-based human violence actions detection

SZ Khalaf, MI Shujaa, ABA Alwahhab - AIP Conference Proceedings, 2024 - pubs.aip.org
The world of computer vision makes it difficult to detect human aggression and violence. The
ability to spot changes in audience behavior serves as the foundation for Violence Detection …

Skin Lesions Diagnosis Using ML and DL Classification Models

A Mezghani, S Slimen, M Kherallah - International Journal of …, 2024 - cspub-ijcisim.org
Skin cancer has been steadily growing for decades and is now the most prevalent form of
cancer in humans. Recently, there has been a remarkable increase in the incidence of skin …

Enhancing sentiment analysis: A study on imbalanced dataset using machine learning and ensemble learning

R Ibrahim, H Abdulbaqi - AIP Conference Proceedings, 2024 - pubs.aip.org
This research aims to develop a generic SA model that could fix imbalance and manage
noisy data, Out of Vocabulary Words (OOV), sentimental, and contextual loss of input data …

Rotation Invariant Technique for Sign Language Recognition

MTD Al-Obaidi, AM Sahan, AS Al-Itbi - InfoTech Spectrum: Iraqi …, 2024 - ijds.mtu.edu.iq
Sign language recognition is an assistive technology that has garnered significant attention
from researchers, particularly with respect to its potential benefits for individuals with hearing …

[PDF][PDF] Using an Improved Visual Geometry Group Neural Network for Skin Cancer Classification

NH HAMEED, WA ARAHEEMAH - Al-Rafidain Journal of Engineering …, 2024 - iasj.net
Over time, deep learning has become more accurate and efficient at dealing with more
complex risks. However, training deep neural networks remains a daunting problem and …

Using an Improved Visual Geometry Group Neural Network for Skin Cancer Detection

NH HAMEED, W Araheemah - Al-Rafidain Journal of Engineering Sciences, 2024 - rjes.iq
Over time, deep learning has become more accurate and efficient at dealing with more
complex risks. However, training deep neural networks remains a daunting problem and …