Jianwu Wang
Jianwu Wang
Associate Professor of Data Science, University of Maryland Baltimore County
Preverjeni e-poštni naslov na umbc.edu - Domača stran
Machine learning on big data: Opportunities and challenges
L Zhou, S Pan, J Wang, AV Vasilakos
Neurocomputing 237, 350-361, 2017
Smart manufacturing
J Davis, T Edgar, R Graybill, P Korambath, B Schott, D Swink, J Wang, ...
Annual review of chemical and biomolecular engineering 6, 141-160, 2015
Kepler+ Hadoop: a general architecture facilitating data-intensive applications in scientific workflow systems
J Wang, D Crawl, I Altintas
Proceedings of the 4th Workshop on Workflows in Support of Large-Scale …, 2009
Pattern based property specification and verification for service composition
J Yu, TP Manh, J Han, Y Jin, Y Han, J Wang
Web Information Systems–WISE 2006: 7th International Conference on Web …, 2006
Big data provenance: Challenges, state of the art and opportunities
J Wang, D Crawl, S Purawat, M Nguyen, I Altintas
2015 IEEE international conference on big data (Big Data), 2509-2516, 2015
A review of earth artificial intelligence
Z Sun, L Sandoval, R Crystal-Ornelas, SM Mousavi, J Wang, C Lin, ...
Computers & Geosciences 159, 105034, 2022
Workflow as a service in the cloud: architecture and scheduling algorithms
J Wang, P Korambath, I Altintas, J Davis, D Crawl
Procedia computer science 29, 546-556, 2014
Provenance for mapreduce-based data-intensive workflows
D Crawl, J Wang, I Altintas
Proceedings of the 6th Workshop on Workflows in Support of Large-scale …, 2011
An approach to detecting diabetic retinopathy based on integrated shallow convolutional neural networks
W Chen, B Yang, J Li, J Wang
IEEE Access 8, 178552-178562, 2020
Cloud computing in e-Science: research challenges and opportunities
X Yang, D Wallom, S Waddington, J Wang, A Shaon, B Matthews, ...
The Journal of Supercomputing 70, 408-464, 2014
CAFISE: An approach to enabling adaptive configuration of service grid applications
YB Han, ZF Zhao, G Li, DS Xing, QZ Lv, JW Wang, JH Xiong, H Liu
Journal of Computer Science and Technology 18, 484-494, 2003
Deploying kepler workflows as services on a cloud infrastructure for smart manufacturing
P Korambath, J Wang, A Kumar, L Hochstein, B Schott, R Graybill, ...
Procedia Computer Science 29, 2254-2259, 2014
A deterministic self-organizing map approach and its application on satellite data based cloud type classification
W Zhang, J Wang, D Jin, L Oreopoulos, Z Zhang
2018 IEEE International Conference on Big Data (Big Data), 2027-2034, 2018
Wearable sensor based human posture recognition
J Wang, Z Huang, W Zhang, A Patil, K Patil, T Zhu, EJ Shiroma, ...
2016 IEEE International conference on big data (big data), 3432-3438, 2016
A scalable data science workflow approach for big data bayesian network learning
J Wang, Y Tang, M Nguyen, I Altintas
2014 IEEE/ACM International Symposium on Big Data Computing, 16-25, 2014
Machine learning based algorithms for global dust aerosol detection from satellite images: inter-comparisons and evaluation
J Lee, YR Shi, C Cai, P Ciren, J Wang, A Gangopadhyay, Z Zhang
Remote Sensing 13 (3), 456, 2021
Challenges and approaches for distributed workflow-driven analysis of large-scale biological data
I Altintas, J Wang, D Crawl, W Li
Proceedings of the 2012 Joint EDBT/ICDT Workshops, 73-78, 2012
Big data applications using workflows for data parallel computing
J Wang, D Crawl, I Altintas, W Li
Computing in Science & Engineering 16 (4), 11-21, 2014
Early cloud experiences with the kepler scientific workflow system
J Wang, I Altintas
Procedia Computer Science 9, 1630-1634, 2012
A smart manufacturing use case: Furnace temperature balancing in steam methane reforming process via kepler workflows
P Korambath, J Wang, A Kumar, J Davis, R Graybill, B Schott, M Baldea
Procedia Computer Science 80, 680-689, 2016
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