Berkay Aydın

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Rafal AngrykDistinguished Professor of Computer Science, Georgia State UniversityDirección de correo verificada de cs.montana.edu
Manolis K. GeorgoulisSenior Professional Staff, Johns Hopkins APLDirección de correo verificada de jhuapl.edu
Dustin KemptonResearch Assistant Professor, Georgia State UniversityDirección de correo verificada de gsu.edu
Soukaina Filali BoubrahimiDepartment of Computer Science, Utah State University, Logan, Utah, USADirección de correo verificada de usu.edu
Anli JiGeorgia State UniversityDirección de correo verificada de student.gsu.edu
Azim AhmadzadehAssistant Professor, Department of Computer Science, University of Missouri-St. LouisDirección de correo verificada de umsl.edu
Chetraj PandeyPh.D. Student at Georgia State UniversityDirección de correo verificada de gsu.edu
Mahajan Sushant S.W. W. Hansen Experimental Physics Laboratory, Stanford UniversityDirección de correo verificada de stanford.edu
Shah Muhammad HamdiDepartment of Computer Science, Utah State University, Logan, UT, United States.Dirección de correo verificada de usu.edu
Michael A. SchuhDept of Computer Science, Montana State UniversityDirección de correo verificada de cs.montana.edu
Karthik Ganesan PillaiDepartment of Computer Science, Montana State UniversityDirección de correo verificada de cs.montana.edu
Xumin CaiGeorgia State UniversityDirección de correo verificada de student.gsu.edu
Ahmet KucukGeorgia State UniversityDirección de correo verificada de student.gsu.edu
Sunitha BasodiTReNDS Center, Georgia State University, Georgia Institute of Technology and Emory UniversityDirección de correo verificada de gsu.edu
Ruizhe MaUniversity of Massachusetts Lowell, Georgia State University, Northeastern UniversityDirección de correo verificada de uml.edu
Maxwell HostetterGeorgia State UniversityDirección de correo verificada de cs.gsu.edu
Sumanth RottiPh.D. Candidate at Georgia State UniversityDirección de correo verificada de gsu.edu
Jinsu HongGraduate Student, Georgia State UniversityDirección de correo verificada de student.gsu.edu
Nigar KhasayevaPh.D. Student in Computer ScienceDirección de correo verificada de student.gsu.edu
Lisa C. KrishnamurthyGeorgia State UniversityDirección de correo verificada de gsu.edu

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Berkay Aydın

Assistant Professor at Georgia State University

Dirección de correo verificada de cs.gsu.edu - Página principal

Spatiotemporal Data Mining Spatiotemporal Databases Data Integration


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Multivariate Time Series Dataset for Space Weather Data Analytics RA Angryk, PC Martens, B Aydin, D Kempton, SS Mahajan, S Basodi, ... Sci. Data, 2020	99	2020
A filter-and-refine approach to mine spatiotemporal co-occurrences KG Pillai, RA Angryk, B Aydin Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances …, 2013	48	2013
How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events A Ahmadzadeh, B Aydin, MK Georgoulis, DJ Kempton, SS Mahajan, ... The Astrophysical Journal Supplement Series 254 (2), 23, 2021	41	2021
Review of Solar Energetic Particle Prediction Models K Whitman, R Egeland, IG Richardson, C Allison, P Quinn, J Barzilla, ... Advances in Space Research 72 (12), 5161-5242, 2023	37	2023
On the Prediction of >100 MeV Solar Energetic Particle Events Using GOES Satellite Data SF Boubrahimi, B Aydin, P Martens, R Angryk 2017 IEEE International Conference on Big Data, BigData 2017, Boston, MA …, 2017	33	2017
Spatiotemporal Indexing Techniques for Efficiently Mining Spatiotemporal Co-occurrence Patterns B Aydin, D Kempton, V Akkineni, S Govaparam, K Ganesan Pillai, ... 2014 IEEE International Conference on Big Data, Big Data 2014, Washington …, 2014	30	2014
Challenges with extreme class-imbalance and temporal coherence: A study on solar flare data A Ahmadzadeh, M Hostetter, B Aydin, MK Georgoulis, DJ Kempton, ... 2019 IEEE International Conference on Big Data (Big Data), 1423-1431, 2019	26	2019
Spatio-temporal interpolation methods for solar events metadata SF Boubrahimi, B Aydin, D Kempton, R Angryk 2016 IEEE International Conference on Big Data (Big Data), 3149-3157, 2016	22	2016
Modeling and Indexing Spatiotemporal Trajectory Data in Non-Relational Databases B Aydin, V Akkineni, R Angryk Managing Big Data in Cloud Computing Environments, 133-162, 2016	21	2016
All-Clear Flare Prediction Using Interval-based Time Series Classifiers A Ji, B Aydin, G Manolis K., R Angryk 2020 IEEE International Conference on Big Data (Big Data), 2020	20	2020
Spatiotemporal Event Sequence Mining from Evolving Regions B Aydin, R Angryk 23rd International Conference on Pattern Recognition (ICPR), Cancún, México …, 2016	19	2016
Solar Flare Forecasting with Deep Neural Networks using Compressed Full-disk HMI Magnetograms C Pandey, RA Angryk, B Aydin 2021 IEEE International Conference on Big Data (Big Data), 1725-1730, 2021	18	2021
A Graph-based Approach to Spatiotemporal Event Sequence Mining B Aydin, R Angryk 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW …, 2016	18	2016
Mining spatiotemporal co-occurrence patterns in non-relational databases B Aydin, V Akkineni, R Angryk GeoInformatica 20 (4), 801-828, 2016	18	2016
Spatiotemporal Frequent Pattern Mining on Solar Data: Current Algorithms and Future Directions B Aydin, R Angryk IEEE International Conference on Data Mining Workshop, ICDMW 2015, Atlantic …, 2015	18	2015
ERMO-DG: Evolving Region Moving Object Dataset Generator B Aydin, RA Angryk, K Ganesan Pillai Proceedings of the 27th FLAIRS International Conference, 321-326, 2014	17	2014
Spatiotemporal Interpolation Methods for Solar Event Trajectories SF Boubrahimi, B Aydin, MA Schuh, D Kempton, RA Angryk, R Ma The Astrophysical Journal Supplement Series 236 (1), 23, 2018	16	2018
Time-efficient significance measure for discovering spatiotemporal co-occurrences from data with unbalanced characteristics B Aydin, V Akkineni, R Angryk Proceedings of the 23rd ACM SIGSPATIAL International Conference on Advances …, 2015	16	2015
Mining spatiotemporal co-occurrence patterns in solar datasets B Aydin, D Kempton, V Akkineni, R Angryk, KG Pillai Astronomy and Computing 13, 136-144, 2015	14	2015
Towards coupling full-disk and active region-based flare prediction for operational space weather forecasting C Pandey, A Ji, RA Angryk, MK Georgoulis, B Aydin Applications of statistical methods and machine learning in the space sciences, 2022	13	2022

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