IEEE

DualCoAg-Net: A Federated Contrastive- Bayesian Multi-Task Framework for Robust and Explainable Skin Lesion Segmentation and Classification

Abstract: Accurate skin lesion segmentation and classification remain challenging due to inter-class similarity, boundary ambiguity, class imbalance, and domain shifts across datasets. We introduce ...
IEEE

Performance Analysis of Gaussian Naïve Bayes for Cancer Classification on RNA Metabric Mutation Data Based on Smoothing Parameter

Abstract: Breast cancer is the second most prevalent cause of cancer-related deaths among women, behind lung cancer. It develops in the breast cells and occurs when these cells begin to grow ...
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.
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).