Berkay Aydın
Berkay Aydın
Research Assistant Professor at Georgia State University
Verified email at cs.gsu.edu - Homepage
Title
Cited by
Cited by
Year
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
452013
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
252014
Multivariate Time Series Dataset for Space Weather Data Analytics
RA Angryk, PC Martens, B Aydin, D Kempton, SS Mahajan, S Basodi, ...
Sci. Data, 2020
17*2020
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
172016
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
172015
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
172014
Spatiotemporal Event Sequence Mining from Evolving Regions
B Aydin, R Angryk
23rd International Conference on Pattern Recognition (ICPR), Cancún, México …, 2016
162016
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
162015
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
152017
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
152016
A Graph-based Approach to Spatiotemporal Event Sequence Mining
B Aydin, R Angryk
2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW …, 2016
152016
Mining spatiotemporal co-occurrence patterns in non-relational databases
B Aydin, V Akkineni, R Angryk
GeoInformatica 20 (4), 801-828, 2016
142016
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
132015
Filling the Gaps in Solar Big Data: Interpolation of Solar Filament Event Instances
S Filali Boubrahimi, B Aydin, D Kempton, SS Mahajan, R Angryk
Big Data and Cloud Computing (BDCloud), Social Computing and Networking …, 2016
12*2016
Measuring the significance of spatiotemporal co-occurrences
B Aydin, A Kucuk, RA Angryk, PC Martens
ACM Transactions on Spatial Algorithms and Systems (TSAS) 3 (3), 1-35, 2017
102017
Mining At Most Top-K% Spatiotemporal Co-occurrence Patterns in Datasets with Extended Spatial Representations
KG Pillai, RA Angryk, JM Banda, D Kempton, B Aydin, PC Martens
ACM Transactions on Spatial Algorithms and Systems (TSAS) 2 (3), 10, 2016
102016
Discovering Spatiotemporal Event Sequences
B Aydin, R Angryk
Proceedings of the 5th ACM SIGSPATIAL International Workshop on Mobile …, 2016
92016
Scalable kNN Search Approximation for Time Series Data
SF Boubrahimi, R Ma, B Aydin, SM Hamdi, R Angryk
2018 24th International Conference on Pattern Recognition (ICPR), 970-975, 2018
82018
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
82018
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
72019
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