Celal Alagoz

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 8

Top Topics

Classification Schemes

Hierarchical Structure

Dissimilarity Measure

Top Venues

Medical Biol. Eng. Comput.

Comput. Methods Programs Biomed.

Publications

Celal Alagoz
Comparative Analysis of XGBoost and Minirocket Algortihms for Human Activity Recognition. CoRR (2024)
Celal Alagoz
Hierarchy Generation and Exploitation via Extended Local Classification Schemes. ICMLC (2024)
Celal Alagoz
Exploring Hierarchical Classification Performance for Time Series Data: Dissimilarity Measures and Classifier Comparisons. CoRR (2024)
Celal Alagoz
Performance Improvement in Multi-class Classification via Automated Hierarchy Generation and Exploitation through Extended LCPN Schemes. CoRR (2023)
Celal Alagoz
Generating Hierarchical Structures for Improved Time Series Classification Using Stochastic Splitting Functions. CoRR (2023)
Celal Alagoz, Saran Phatharodom, Allon Guez
Complexity reduction in human atrial modeling using extended Kalman filter. Medical Biol. Eng. Comput. 57 (4) (2019)
Celal Alagoz, Andrew R. Cohen, Daniel R. Frisch, Birkan Tunç, Saran Phatharodom, Allon Guez
Spiral waves characterization: Implications for an automated cardiodynamic tissue characterization. Comput. Methods Programs Biomed. 161 (2018)
Celal Alagoz, Allon Guez, Andrew R. Cohen, John R. Bullinga
Spiral wave classification using normalized compression distance: Towards atrial tissue spatiotemporal electrophysiological behavior characterization. EMBC (2015)
Celal Alagoz, Andrew R. Cohen, Allon Guez, John R. Bullinga
Spiral Waves Clustering using Normalized Compression Distance. CinC (2014)