Ruizhe Ma
Ruizhe Ma
University of Massachusetts Lowell, Georgia State University, Northeastern University
Verified email at uml.edu
Title
Cited by
Cited by
Year
Distance and density clustering for time series data
R Ma, R Angryk
2017 IEEE international conference on data mining workshops (ICDMW), 25-32, 2017
222017
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
202016
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
152017
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
152013
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
142018
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
122017
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
RDF approximate queries based on semantic similarity
L Yan, R Ma, D Li, J Cheng
Computing 99 (5), 481-491, 2017
72017
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
62016
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
52018
Neuro-ensemble for time series data classification
SF Boubrahimi, R Ma, R Angryk
2018 IEEE 5th International Conference on Data Science and Advanced …, 2018
52018
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
22019
Neuro-ensemble
SF Boubrahimi, R Ma, B Aydin, R Angryk
2018 IEEE First International Conference on Artificial Intelligence and …, 2018
22018
Time series distance density cluster with statistical preprocessing
R Ma, SF Boubrahimi, R Angryk
International Conference on Big Data Analytics and Knowledge Discovery, 371-381, 2018
22018
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
12020
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
12020
Evaluation of Hierarchical Structures for Time Series Data
R Ma, SF Boubrahimi, RA Angryk, Z Ma
2020 5th IEEE International Conference on Big Data Analytics (ICBDA), 94-99, 2020
12020
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
12019
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
12019
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Articles 1–20