Fredrick H. M. Semazzi

According to our database, Fredrick H. M. Semazzi authored at least 13 papers between 2010 and 2016.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2016

Causality-Guided Feature Selection.

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

Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

2015

Response-Guided Community Detection: Application to Climate Index Discovery.

Gonzalo A. Bello, Michael P. Angus, Navya Pedemane, Jitendra K. Harlalka, Fredrick H. M. Semazzi, Vipin Kumar, Nagiza F. Samatova

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

2013

A graph-based approach to find teleconnections in climate data.

Jaya Kawale, Stefan Liess, Arjun Kumar, Michael S. Steinbach, Peter K. Snyder, Vipin Kumar, Auroop R. Ganguly, Nagiza F. Samatova, Fredrick H. M. Semazzi

Stat. Anal. Data Min., 2013

Discovery of extreme events-related communities in contrasting groups of physical system networks.

Zhengzhang Chen, William Hendrix, Hang Guan, Isaac K. Tetteh, Alok N. Choudhary, Fredrick H. M. Semazzi, Nagiza F. Samatova

Data Min. Knowl. Discov., 2013

Automatic Detection and Correction of Multi-class Classification Errors Using System Whole-part Relationships.

Zhengzhang Chen, Alok N. Choudhary, John Jenkins, Vipin Kumar, Anatoli V. Melechko, Jinfeng Rao, Nagiza F. Samatova, Fredrick H. M. Semazzi

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Coupled Heterogeneous Association Rule Mining (CHARM): Application Toward Inference of Modulatory Climate Relationships.

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

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

2012

Toward Data-driven, Semi-automatic Inference of Phenomenological Physical Models: Application to Eastern Sahel Rainfall.

Saurabh V. Pendse, Isaac K. Tetteh, Fredrick H. M. Semazzi, Vipin Kumar, Nagiza F. Samatova

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Hierarchical Classifier-Regression Ensemble for Multi-phase Non-linear Dynamic System Response Prediction: Application to Climate Analysis.

Doel L. Gonzalez, Zhengzhang Chen, Isaac K. Tetteh, Tatdow Pansombut, Fredrick H. M. Semazzi, Vipin Kumar, Anatoli V. Melechko, Nagiza F. Samatova

Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

2011

A low communication and large time step explicit finite-volume solver for non-hydrostatic atmospheric dynamics.

Matthew R. Norman, Ramachandran D. Nair, Fredrick H. M. Semazzi

J. Comput. Phys., 2011

Classification of Emerging Extreme Event Tracks in Multivariate Spatio-Temporal Physical Systems Using Dynamic Network Structures: Application to Hurricane Track Prediction.

Huseyin Sencan, Zhengzhang Chen, William Hendrix, Tatdow Pansombut, Fredrick H. M. Semazzi, Alok N. Choudhary, Vipin Kumar, Anatoli V. Melechko, Nagiza F. Samatova

Proceedings of the IJCAI 2011, 2011

Community Dynamics and Analysis of Decadal Trends in Climate Data.

William Hendrix, Isaac K. Tetteh, Ankit Agrawal, Fredrick H. M. Semazzi, Wei-keng Liao, Alok N. Choudhary

Proceedings of the Data Mining Workshops (ICDMW), 2011

Data Guided Discovery of Dynamic Climate Dipoles.

Jaya Kawale, Stefan Liess, Arjun Kumar, Michael S. Steinbach, Auroop R. Ganguly, Nagiza F. Samatova, Fredrick H. M. Semazzi, Peter K. Snyder, Vipin Kumar

Proceedings of the 2011 Conference on Intelligent Data Understanding, 2011

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 Scenarios.

Caitlin Race, Michael S. Steinbach, Auroop R. Ganguly, Fredrick H. M. Semazzi, Vipin Kumar

Proceedings of the 2010 Conference on Intelligent Data Understanding, 2010