IEEE

A Proposal of Python Programming Exercise Problems for Basic Statistics Learning

Abstract: Statistical learning with programming can be used to improve statistical literacy, teach students, and promote educational innovations in information-driven universities through ...
GitHub

NBA Player Performance Prediction

The NBA Player Performance Prediction app forecasts key player performance metrics (e.g., points per game, rebounds) for upcoming NBA seasons using historical data. This predictive tool empowers NBA ...
IEEE

A Comparative Analysis of Statistical Modeling and Machine Learning Techniques for Predicting the Lifetime of Light Emitting Diodes From Accelerated Life Testing

Abstract: This work uses multivariable life stress models to revisit the catastrophic failure of high-brightness blue light emitting diodes (LEDs) under accelerated life testing (ALT). The stress ...
GitHub

Real-time anomaly detection system with multiple ML algorithms (Isolation Forest, Statistical Z-score, LSTM Autoencoder) and ensemble voting for streaming data processing.

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