Spiral Waves Clustering using Normalized Compression Distance. - Celal Alagoz; Andrew R. Cohen; Allon Guez; John R. Bullinga (CinC, 2014)

Spiral wave classification using normalized compression distance: Towards atrial tissue spatiotemporal electrophysiological behavior characterization. - Celal Alagoz; Allon Guez; Andrew R. Cohen; John R. Bullinga (EMBC, 2015)

Spiral waves characterization: Implications for an automated cardiodynamic tissue characterization. - Celal Alagoz; Andrew R. Cohen; Daniel R. Frisch; Birkan Tunç; Saran Phatharodom; Allon Guez (Comput. Methods Programs Biomed., 2018)

Complexity reduction in human atrial modeling using extended Kalman filter. - Celal Alagoz; Saran Phatharodom; Allon Guez (Medical Biol. Eng. Comput., 2019)

Generating Hierarchical Structures for Improved Time Series Classification Using Stochastic Splitting Functions. - Celal Alagoz (CoRR, 2023)

Performance Improvement in Multi-class Classification via Automated Hierarchy Generation and Exploitation through Extended LCPN Schemes. - Celal Alagoz (CoRR, 2023)

Hierarchy Generation and Exploitation via Extended Local Classification Schemes. - Celal Alagoz (ICMLC, 2024)

Exploring Hierarchical Classification Performance for Time Series Data: Dissimilarity Measures and Classifier Comparisons. - Celal Alagoz (CoRR, 2024)

Comparative Analysis of XGBoost and Minirocket Algortihms for Human Activity Recognition. - Celal Alagoz (CoRR, 2024)