Publications of Berkay Aydin ordered by citations

A list of publications authored or co-authored by Berkay Aydin, derived from the SAO/NASA Astrophysics Data System (ADS) and ordered by the numbers of citations. Publications above the horizontal line count towards the h-index.

Orcid ID: 0000-0002-9799-9265

46	How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events Ahmadzadeh, Azim, Aydin, Berkay, Georgoulis, Manolis K., Kempton, Dustin J., Mahajan, Sushant S. & Angryk, Rafal A., 2021, ApJS, 254, 23
44	Multivariate time series dataset for space weather data analytics Angryk, Rafal A., Martens, Petrus C., Aydin, Berkay, Kempton, Dustin, Mahajan, Sushant S., Basodi, Sunitha, Ahmadzadeh, Azim, Cai, Xumin, Filali Boubrahimi, Soukaina, Hamdi, Shah Muhammad, Schuh, Michael A. & Georgoulis, Manolis K., 2020, Scientific Data, 7, 227
14	Towards coupling full-disk and active region-based flare prediction for operational space weather forecasting Pandey, Chetraj, Ji, Anli, Angryk, Rafal A., Georgoulis, Manolis K. & Aydin, Berkay, 2022, Frontiers in Astronomy and Space Sciences, 9, 897301
12	Integrated Geostationary Solar Energetic Particle Events Catalog: GSEP Rotti, Sumanth, Aydin, Berkay, Georgoulis, Manolis K. & Martens, Petrus C., 2022, ApJS, 262, 29
8	A Systematic Magnetic Polarity Inversion Line Data Set from SDO/HMI Magnetograms Ji, Anli, Cai, Xumin, Khasayeva, Nigar, Georgoulis, Manolis K., Martens, Petrus C., Angryk, Rafal A. & Aydin, Berkay, 2023, ApJS, 265, 28
6	Explaining Full-Disk Deep Learning Model for Solar Flare Prediction Using Attribution Methods Pandey, Chetraj, Angryk, Rafal A. & Aydin, Berkay, 2023, Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track. ECML PKDD 2023. Lecture Notes in Computer Science, 14175, p. 72
5	Mining spatiotemporal co-occurrence patterns in non-relational databases Aydin, Berkay, Akkineni, Vijay & Angryk, Rafal, 2016, GeoInformatica, 20, 801
5	A Catalog of Solar Flare Events Observed by the SOHO/EIT Rotti, Sumanth A., Martens, Petrus C. H. & Aydin, Berkay, 2020, ApJS, 249, 20
5	Mining spatiotemporal co-occurrence patterns in solar datasets Aydin, B., Kempton, D., Akkineni, V., Angryk, R. & Pillai, K. G., 2015, Astronomy and Computing, 13, 136
4	Explainable Deep Learning-Based Solar Flare Prediction with Post Hoc Attention for Operational Forecasting Pandey, Chetraj, Angryk, Rafal A., Georgoulis, Manolis K. & Aydin, Berkay, 2023, Lecture Notes in Computer Science, 14276, 567
4	MVTS-Data Toolkit: A Python package for preprocessing multivariate time series data Ahmadzadeh, Azim, Sinha, Kankana, Aydin, Berkay & Angryk, Rafal A., 2020, SoftwareX, 12, 100518
4	Spatiotemporal Interpolation Methods for Solar Event Trajectories Filali Boubrahimi, Soukaina, Aydin, Berkay, Schuh, Michael A., Kempton, Dustin, Angryk, Rafal A. & Ma, Ruizhe, 2018, ApJS, 236, 23
2	Short-term Classification of Strong Solar Energetic Particle Events Using Multivariate Time-series Classifiers Rotti, Sumanth A., Aydin, Berkay & Martens, Petrus C., 2024, ApJ, 966, 165
1	Precise and Accurate Short-term Forecasting of Solar Energetic Particle Events with Multivariate Time-series Classifiers Rotti, Sumanth A., Aydin, Berkay & Martens, Petrus C., 2024, ApJ, 974, 188
0	Avoiding More Accurate and Less Robust Models: Mistakes and Pitfalls in Training Flare Forecasting Models Ahmadzadeh, Azim, Aydin, Berkay, Kempton, Dustin, Mahajan, Sushant, Georgoulis, Manolis & Angryk, Rafal, 2021, essoar.10508359
0	Measuring the Significance of Spatiotemporal Co-Occurrences Aydin, Berkay, Kucuk, Ahmet, Angryk, Rafal A. & Martens, Petrus C., 2017, ACM Transactions on Spatial Algorithms and Systems, 3, 1
0	Mining At Most Top-K% Spatiotemporal Co-occurrence Patterns in Datasets with Extended Spatial Representations Pillai, Karthik Ganesan, Angryk, Rafal A., Banda, Juan M., Kempton, Dustin, Aydin, Berkay & Martens, Petrus C., 2016, ACM Transactions on Spatial Algorithms and Systems, 2, 1
0	Spatiotemporal event sequence discovery without thresholds Aydin, Berkay, Boubrahimi, Soukaina Filali, Kucuk, Ahmet, Nezamdoust, Bita & Angryk, Rafal A., 2021, GeoInformatica, 25, 149