Distance and density clustering for time series data R Ma, R Angryk 2017 IEEE international conference on data mining workshops (ICDMW), 25-32, 2017 | 28 | 2017 |
SPARQL queries on RDF with fuzzy constraints and preferences R Ma, X Jia, J Cheng, RA Angryk Journal of Intelligent & Fuzzy Systems 30 (1), 183-195, 2016 | 25 | 2016 |
Coronal mass ejection data clustering and visualization of decision trees R Ma, RA Angryk, P Riley, SF Boubrahimi The Astrophysical Journal Supplement Series 236 (1), 14, 2018 | 19 | 2018 |
Solar flare prediction using multivariate time series decision trees R Ma, SF Boubrahimi, SM Hamdi, RA Angryk 2017 IEEE International Conference on Big Data (Big Data), 2569-2578, 2017 | 17 | 2017 |
A time series classification-based approach for solar flare prediction SM Hamdi, D Kempton, R Ma, SF Boubrahimi, RA Angryk 2017 IEEE International Conference on Big Data (Big Data), 2543-2551, 2017 | 17 | 2017 |
Efficient processing of twig query with compound predicates in fuzzy XML J Liu, ZM Ma, R Ma Fuzzy sets and systems 229, 33-53, 2013 | 15 | 2013 |
RDF approximate queries based on semantic similarity L Yan, R Ma, D Li, J Cheng Computing 99 (5), 481-491, 2017 | 11 | 2017 |
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 | 10 | 2018 |
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 | 9 | 2018 |
A data-driven analysis of interplanetary coronal mass ejecta and magnetic flux ropes R Ma, R Angryk, P Riley 2016 IEEE international conference on big data (Big Data), 3177-3186, 2016 | 8 | 2016 |
Segmentation of time series in improving dynamic time warping R Ma, A Ahmadzadeh, SF Boubrahimi, RA Angryk 2018 IEEE International Conference on Big Data (Big Data), 3756-3761, 2018 | 6 | 2018 |
Neuro-ensemble for time series data classification SF Boubrahimi, R Ma, R Angryk 2018 IEEE 5th International Conference on Data Science and Advanced …, 2018 | 5 | 2018 |
A scalable segmented dynamic time warping for time series classification R Ma, A Ahmadzadeh, SF Boubrahimi, RA Angryk International Conference on Artificial Intelligence and Soft Computing, 407-419, 2019 | 4 | 2019 |
Two-stage prediction of machinery fault trend based on deep learning for time series analysis H Xu, R Ma, L Yan, Z Ma Digital Signal Processing 117, 103150, 2021 | 3 | 2021 |
On the mining of the minimal set of time series data shapelets SF Boubrahimi, SM Hamdi, R Ma, R Angryk 2020 IEEE International Conference on Big Data (Big Data), 493-502, 2020 | 3 | 2020 |
Machine learning in heliophysics and space weather forecasting: a white paper of findings and recommendations G Nita, M Georgoulis, I Kitiashvili, V Sadykov, E Camporeale, ... arXiv preprint arXiv:2006.12224, 2020 | 3 | 2020 |
Solar pre-flare classification with time series profiling R Ma, A Ahmadzadeh, SF Boubrahimi, MK Georgoulis, RA Angryk 2019 IEEE International Conference on Big Data (Big Data), 4967-4976, 2019 | 3 | 2019 |
Segmented dynamic time warping: A comparative and applicational study R Ma, A Ahmadzadeh, SF Boubrahimi, RA Angryk Emerging Technologies and Applications in Data Processing and Management, 1-19, 2019 | 3 | 2019 |
Time series distance density cluster with statistical preprocessing R Ma, S Filali Boubrahimi, R Angryk International Conference on Big Data Analytics and Knowledge Discovery, 371-381, 2018 | 3 | 2018 |
Neuro-ensemble SF Boubrahimi, R Ma, B Aydin, R Angryk 2018 IEEE First International Conference on Artificial Intelligence and …, 2018 | 2 | 2018 |