IEEE

Star Classifier Head on Deformable Attention Vision Transformer for Small Datasets

Abstract: This study presents a dual approach to enhance the performance of Vision Transformers (ViT) on small datasets by implementing deformable attention mechanisms and a novel Multi-Layer ...
GitHub

Hand-Drawn Shape Classifier

About Interactive hand-drawn shape classifier built from scratch using Python and NumPy. Implements Linear Perceptron and Logistic Regression algorithms with a real-time Gradio web interface.
IEEE

Stacked Ensemble-Based Classification Model for Breast Cancer Diagnosis with Boruta Feature Selection and MLP Optimization

Abstract: As breast cancer incidence rates are rising to alarming levels and remain a serious and major contributor to cancer deaths for women worldwide, early detection and accurate diagnosis of ...
GitHub

chhornsolita/Sentiment_Analysis_of_Khmer_Text_Using_ML

The project explores multiple machine learning approaches including traditional ML models (Logistic Regression, SVM, Naive Bayes) and ensemble methods (Random Forest, XGBoost, Voting Classifier).