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Celal Alagoz
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Year
Parameter estimation of a phenomenological cardiac model based on a biophysically detailed model of human atria: a method for model complexity reduction using extended Kalman …
C Alagoz, S Phatharodom, A Guez
2015 6th International Conference on Modeling, Simulation, and Applied …, 2015
32015
Spiral waves characterization: Implications for an automated cardiodynamic tissue characterization
C Alagoz, AR Cohen, DR Frisch, B Tunç, S Phatharodom, A Guez
Computer methods and programs in biomedicine 161, 15-24, 2018
22018
Spiral wave classification using normalized compression distance: Towards atrial tissue spatiotemporal electrophysiological behavior characterization
C Alagoz, A Guez, A Cohen, JR Bullinga
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
22015
Parameter fitting of a phenomenological model to a biophysically detailed model of human atria for action potential dynamics.
C Alagoz, JR Bullinga, A Guez
AIHLS2013, 9, 2013
22013
Spiral wave clustering using normalized compression distance
C Alagoz, AR Cohen, A Guez, J Bullinga
Computing in Cardiology 2014, 221-224, 2014
12014
Comparative Analysis of XGBoost and Minirocket Algortihms for Human Activity Recognition
C Alagoz
arXiv preprint arXiv:2402.18296, 2024
2024
Exploring Hierarchical Classification Performance for Time Series Data: Dissimilarity Measures and Classifier Comparisons
C Alagoz
arXiv preprint arXiv:2402.05275, 2024
2024
Evaluation of alexithymia, anger and anxiety depression levels in smokers
Y Alagöz, FG Cihan, R Kutlu, C Alagöz, İ Eren, Ş Ecirli
Journal of Substance Use, 1-6, 2024
2024
Comparative Analysis of Automated Hierarchy Generation Method: Hierarchical Divisive Clustering Outperforms Agglomerative Clustering in Multi-Class Datasets
C Alagoz
5th International Mediterranean Congress 1, 1377-1385, 2024
2024
Predicting Patient Weight from Intracardiac Electrograms: A Study in Electrophysiological Signal Analysis
C Alagoz
medRxiv, 2024.02. 29.24303483, 2024
2024
Minirocket Kullanarak Güçlendirilmiş ve Verimli Atriyal Fibrilasyon Tespiti.
C Alagoz
International Journal of Engineering Research & Development (IJERAD) 16 (1), 2024
2024
Robust and Efficient Atrial Fibrillation Detection from Intracardiac Electrograms Using Minirocket
C ALAGOZ
International Journal of Engineering Research and Development 16 (1), 432-447, 2024
2024
Hierarchy Generation in Multi-Class Classification: Unraveling the Impact of Class Centroid Strategies on Hierarchy Quality and Classifier Performance
C Alagoz
1st Bilsel International Turabdin Scientific Researches and Innovation 2 …, 2023
2023
Performance Improvement in Multi-class Classification via Automated Hierarchy Generation and Exploitation through Extended LCPN Schemes
C Alagoz
arXiv preprint arXiv:2310.20641, 2023
2023
Generating Hierarchical Structures for Improved Time Series Classification Using Stochastic Splitting Functions
C Alagoz
arXiv preprint arXiv:2309.11963, 2023
2023
Complexity reduction in human atrial modeling using extended Kalman filter
C Alagoz, S Phatharodom, A Guez
Medical & Biological Engineering & Computing 57, 777-794, 2019
2019
Simplified Cardiodynamic Tissue Electrophysiology Characterization, Reduced Order Modeling with Therapeutic Perspective
C Alagoz
Drexel University, 2017
2017
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Articles 1–17