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ORCIDFredrick H. M. Semazzi
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2010 – 2019
- 2016
[c10]Mandar S. Chaudhary, Doel L. Gonzalez II, Gonzalo A. Bello, Michael P. Angus, Dhara Desai, Steve Harenberg, P. Murali Doraiswamy, Fredrick H. M. Semazzi, Vipin Kumar, Nagiza F. Samatova:
Causality-Guided Feature Selection. ADMA 2016: 391-405- 2015
- [c9]Gonzalo A. Bello, Michael P. Angus, Navya Pedemane, Jitendra K. Harlalka, Fredrick H. M. Semazzi, Vipin Kumar, Nagiza F. Samatova:
Response-Guided Community Detection: Application to Climate Index Discovery. ECML/PKDD (2) 2015: 736-751 - 2013
- [j3]Zhengzhang Chen
, William Hendrix, Hang Guan, Isaac K. Tetteh, Alok N. Choudhary, Fredrick H. M. Semazzi, Nagiza F. Samatova:
Discovery of extreme events-related communities in contrasting groups of physical system networks. Data Min. Knowl. Discov. 27(2): 225-258 (2013) - [j2]Jaya Kawale, Stefan Liess, Arjun Kumar, Michael S. Steinbach, Peter K. Snyder, Vipin Kumar, Auroop R. Ganguly, Nagiza F. Samatova, Fredrick H. M. Semazzi:
A graph-based approach to find teleconnections in climate data. Stat. Anal. Data Min. 6(3): 158-179 (2013) - [c8]Doel L. Gonzalez, Saurabh V. Pendse, Kanchana Padmanabhan, Michael P. Angus, Isaac K. Tetteh, Shashank Srinivas, Andrea Villanes, Fredrick H. M. Semazzi, Vipin Kumar, Nagiza F. Samatova:
Coupled Heterogeneous Association Rule Mining (CHARM): Application Toward Inference of Modulatory Climate Relationships. ICDM 2013: 1055-1060 - [c7]Zhengzhang Chen, Alok N. Choudhary, John Jenkins, Vipin Kumar, Anatoli V. Melechko, Jinfeng Rao, Nagiza F. Samatova, Fredrick H. M. Semazzi:
Automatic Detection and Correction of Multi-class Classification Errors Using System Whole-part Relationships. SDM 2013: 494-502 - 2012
- [c6]Doel L. Gonzalez, Zhengzhang Chen, Isaac K. Tetteh, Tatdow Pansombut, Fredrick H. M. Semazzi, Vipin Kumar, Anatoli V. Melechko, Nagiza F. Samatova:
Hierarchical Classifier-Regression Ensemble for Multi-phase Non-linear Dynamic System Response Prediction: Application to Climate Analysis. ICDM Workshops 2012: 781-788 - [c5]Saurabh V. Pendse, Isaac K. Tetteh, Fredrick H. M. Semazzi, Vipin Kumar, Nagiza F. Samatova:
Toward Data-driven, Semi-automatic Inference of Phenomenological Physical Models: Application to Eastern Sahel Rainfall. SDM 2012: 35-46 - 2011
- [j1]Matthew R. Norman, Ramachandran D. Nair, Fredrick H. M. Semazzi:
A low communication and large time step explicit finite-volume solver for non-hydrostatic atmospheric dynamics. J. Comput. Phys. 230(4): 1567-1584 (2011) - [c4]Jaya Kawale, Stefan Liess, Arjun Kumar, Michael S. Steinbach, Auroop R. Ganguly, Nagiza F. Samatova, Fredrick H. M. Semazzi, Peter K. Snyder, Vipin Kumar:
Data Guided Discovery of Dynamic Climate Dipoles. CIDU 2011: 30-44 - [c3]William Hendrix, Isaac K. Tetteh, Ankit Agrawal, Fredrick H. M. Semazzi, Wei-keng Liao, Alok N. Choudhary:
Community Dynamics and Analysis of Decadal Trends in Climate Data. ICDM Workshops 2011: 9-14 - [c2]Huseyin Sencan, Zhengzhang Chen, William Hendrix, Tatdow Pansombut, Fredrick H. M. Semazzi, Alok N. Choudhary, Vipin Kumar, Anatoli V. Melechko, Nagiza F. Samatova:
Classification of Emerging Extreme Event Tracks in Multivariate Spatio-Temporal Physical Systems Using Dynamic Network Structures: Application to Hurricane Track Prediction. IJCAI 2011: 1478-1484 - 2010
- [c1]Caitlin Race, Michael S. Steinbach, Auroop R. Ganguly, Fredrick H. M. Semazzi, Vipin Kumar:
A Knowledge Discovery Strategy for Relating Sea Surface Temperatures to Frequencies of Tropical Storms and Generating Predictions of Hurricanes Under 21st-century Global Warming Scenarios. CIDU 2010: 204-212
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