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, ...
Analytics Insight

What are the Best Books on Data Science?

Overview Curated list highlights seven impactful books covering fundamentals, tools, machine learning, visualization, and ...
IEEE

Robust Fault Classification of Three Phase Induction Motor Using GWO-SVM With Simulation and Hardware Validation

Abstract: This paper presents a comprehensive fault classification framework for three-phase Induction Motors (IMs) using a novel Grey Wolf Optimization-enhanced Support Vector Machine (GWO-SVM) ...
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%, ...