IEEE

A Hybrid Brain Tumor Classification Using FL With FedAvg and FedProx for Privacy and Robustness Across Heterogeneous Data Sources

Abstract: Data privacy and heterogeneity among healthcare settings present fundamental challenges to machine learning (ML) brain tumor classification (BTC) model development based on local data. In ...
IEEE

Optimized Predictive Technique for Intelligent Classification (OPTIC): A Decision Tree Ensemble Approach for Neurodegenerative Disease Detection via Gait Pattern Analysis

Abstract: Purpose of the Study: Neurodegenerative diseases such as Parkinson’s, Alzheimer’s, and Huntington’s progressively impair motor and cognitive functions, making early detection essential for ...
a-z-animals

A Python Grabbed a Mongoose … and Then 10 More Showed Up

Most animals know better than to tussle with a snake, but mongooses are not most animals. In the tense viral video shown above, a python appears to grab a single mongoose, and within seconds, a band ...
GitHub

TabICLv2: A state-of-the-art tabular foundation model

This repository is the official implementation of TabICLv2 (ICML 2026) and TabICL (ICML 2025). State-of-the-art accuracy even without hyperparameter tuning: TabICLv2 is the new state-of-the-art model ...
GitHub

Supervised Learning: Regression & Classification

Predict appliance energy consumption (Wh) from indoor sensor readings and outdoor weather data. Estimate the number of occupants in a room (0–3 people) from multi-modal IoT sensor streams. Implements ...