Celal Alagoz

According to our database, Celal Alagoz authored at least 9 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Comparative Analysis of XGBoost and Minirocket Algortihms for Human Activity Recognition.

Celal Alagoz

CoRR, 2024

Exploring Hierarchical Classification Performance for Time Series Data: Dissimilarity Measures and Classifier Comparisons.

Celal Alagoz

CoRR, 2024

Hierarchy Generation and Exploitation via Extended Local Classification Schemes.

Celal Alagoz

Proceedings of the 2024 16th International Conference on Machine Learning and Computing, 2024

2023

Performance Improvement in Multi-class Classification via Automated Hierarchy Generation and Exploitation through Extended LCPN Schemes.

Celal Alagoz

CoRR, 2023

Generating Hierarchical Structures for Improved Time Series Classification Using Stochastic Splitting Functions.

Celal Alagoz

CoRR, 2023

2019

Complexity reduction in human atrial modeling using extended Kalman filter.

Celal Alagoz, Saran Phatharodom, Allon Guez

Medical Biol. Eng. Comput., 2019

2018

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

2015

Spiral wave classification using normalized compression distance: Towards atrial tissue spatiotemporal electrophysiological behavior characterization.

Celal Alagoz, Allon Guez, Andrew R. Cohen, John R. Bullinga

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Spiral Waves Clustering using Normalized Compression Distance.

Celal Alagoz, Andrew R. Cohen, Allon Guez, John R. Bullinga

Proceedings of the Computing in Cardiology, CinC 2014, 2014