Fredrick H. M. Semazzi - researchr alias

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Viewing Publication 1 - 13 from 13

2016

Causality-Guided Feature SelectionMandar 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. adma 2016: 391-405 [doi]

2015

Response-Guided Community Detection: Application to Climate Index DiscoveryGonzalo A. Bello, Michael P. Angus, Navya Pedemane, Jitendra K. Harlalka, Fredrick H. M. Semazzi, Vipin Kumar, Nagiza F. Samatova. pkdd 2015: 736-751 [doi]

2013

Discovery of extreme events-related communities in contrasting groups of physical system networksZhengzhang Chen, William Hendrix, Hang Guan, Isaac K. Tetteh, Alok N. Choudhary, Fredrick H. M. Semazzi, Nagiza F. Samatova. datamine, 27(2):225-258, 2013. [doi]

Automatic Detection and Correction of Multi-class Classification Errors Using System Whole-part RelationshipsZhengzhang Chen, Alok N. Choudhary, John Jenkins, Vipin Kumar, Anatoli V. Melechko, Jinfeng Rao, Nagiza F. Samatova, Fredrick H. M. Semazzi. sdm 2013: 494-502 [doi]

Coupled Heterogeneous Association Rule Mining (CHARM): Application Toward Inference of Modulatory Climate RelationshipsDoel 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. icdm 2013: 1055-1060 [doi]

A graph-based approach to find teleconnections in climate dataJaya Kawale, Stefan Liess, Arjun Kumar, Michael Steinbach, Peter K. Snyder, Vipin Kumar, Auroop R. Ganguly, Nagiza F. Samatova, Fredrick H. M. Semazzi. sadm, 6(3):158-179, 2013. [doi]

2012

Hierarchical Classifier-Regression Ensemble for Multi-phase Non-linear Dynamic System Response Prediction: Application to Climate AnalysisDoel L. Gonzalez, Zhengzhang Chen, Isaac K. Tetteh, Tatdow Pansombut, Fredrick H. M. Semazzi, Vipin Kumar, Anatoli V. Melechko, Nagiza F. Samatova. icdm 2012: 781-788 [doi]

Toward Data-driven, Semi-automatic Inference of Phenomenological Physical Models: Application to Eastern Sahel RainfallSaurabh V. Pendse, Isaac K. Tetteh, Fredrick H. M. Semazzi, Vipin Kumar, Nagiza F. Samatova. sdm 2012: 35-46 [doi]

2011

Community Dynamics and Analysis of Decadal Trends in Climate DataWilliam Hendrix, Isaac K. Tetteh, Ankit Agrawal, Fredrick H. M. Semazzi, Wei-keng Liao, Alok N. Choudhary. icdm 2011: 9-14 [doi]

Data Guided Discovery of Dynamic Climate DipolesJaya Kawale, Stefan Liess, Arjun Kumar, Michael Steinbach, Auroop R. Ganguly, Nagiza F. Samatova, Fredrick H. M. Semazzi, Peter K. Snyder, Vipin Kumar. CIDU 2011: 30-44 [doi]

A low communication and large time step explicit finite-volume solver for non-hydrostatic atmospheric dynamicsMatthew R. Norman, Ramachandran D. Nair, Fredrick H. M. Semazzi. jcphy, 230(4):1567-1584, 2011. [doi]

Classification of Emerging Extreme Event Tracks in Multivariate Spatio-Temporal Physical Systems Using Dynamic Network Structures: Application to Hurricane Track PredictionHuseyin Sencan, Zhengzhang Chen, William Hendrix, Tatdow Pansombut, Fredrick H. M. Semazzi, Alok Choudhary, Vipin Kumar, Anatoli V. Melechko, Nagiza F. Samatova. IJCAI 2011: 1478-1484 [doi]

2010

A Knowledge Discovery Strategy for Relating Sea Surface Temperatures to Frequencies of Tropical Storms and Generating Predictions of Hurricanes Under 21st-century Global Warming ScenariosCaitlin Race, Michael Steinbach, Auroop Ganguly, Fredrick H. M. Semazzi, Vipin Kumar. CIDU 2010: 204-212 [doi]

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