Publications

Applying Optimal Control to Fishing, Murat Koptur. Full-text HTML
Build Diversified Portfolio with Machine Learning: Clustering method for stock selection, Murat Koptur. Full-text HTML
Don't Try to Forecast Everything: Predictability of Time Series, Murat Koptur. Full-text HTML
Don't impute all missing data: Missing Data Patterns, Murat Koptur. Full-text HTML
Modelling the probability of earthquakes (M >= 5.0) in North Anatolian Fault Zone, Murat Koptur. Full-text HTML
Nonlinear System Identification with NARMAX, Murat Koptur. Full-text HTML
Stock Return and Fundamental Clustering & Portfolio Selection, Murat Koptur. Full-text HTML
Time Series Classification with Random Forests, Murat Koptur. Full-text HTML
Uncertainty Quantification with Polynomial Chaos, Murat Koptur. Full-text HTML
Under the hood: Expectation Maximization (EM), Murat Koptur. Full-text HTML
Under the hood: Maximum Likelihood Estimation (MLE), Murat Koptur. Full-text HTML
Unsupervised Anomaly Detection with One-Class SVM, Murat Koptur. Full-text HTML
Why ML models fail in production: Model Drift, Murat Koptur. Full-text HTML