Analytics Insight

Top 10 Mistakes Every Data Scientist Must Avoid in 2026

Overview: Poor data validation, leakage, and weak preprocessing pipelines cause most XGBoost and LightGBM model failures in production.Default hyperparameters, ...
IEEE

Adversarial Scenario Generation Integrated Distributionally Robust Deep Reinforcement Learning for Survival of Critical Loads

Abstract: Topology reconfiguration (TR) is an efficient resilient defense action to ensure the survival of critical loads (CLs) during sequential extreme events (SEEs). While deep reinforcement ...
GitHub

x-humanoid training toolchain

This project provides a training toolchain for adapting TienKung humanoid robots and RoboMIND dataset with the open-source LeRobot framework. It enables users to facilitates development using RoboMIND ...
IEEE

Implementation of the Support Vector Machine (SVM) Algorithm in A Bridge Damage Detection and Location Search System Based on Wireless Sensor Network (WSN)

Abstract: This paper describes the use of a bridge model equipped with 18 Pasco Load Cell accelerometer sensors for the measurement of changes in vibration frequency with variations in load (25%, 50%, ...
GitHub

Automating the Search for Artificial Life with Foundation Models

With the recent Nobel Prize awarded for radical advances in protein discovery, foundation models (FMs) for exploring large combinatorial spaces promise to revolutionize many scientific fields.