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 001 (CIDU, 2010)

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 001 (CIDU, 2011)

Community Dynamics and Analysis of Decadal Trends in Climate Data. - William Hendrix; Isaac K. Tetteh; Ankit Agrawal 001; Fredrick H. M. Semazzi; Wei-keng Liao; Alok N. Choudhary (ICDM Workshops, 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 001; Anatoli V. Melechko; Nagiza F. Samatova (IJCAI, 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)

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 001; Anatoli V. Melechko; Nagiza F. Samatova (ICDM Workshops, 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 001; Nagiza F. Samatova (SDM, 2012)

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 001; Nagiza F. Samatova (ICDM, 2013)

Automatic Detection and Correction of Multi-class Classification Errors Using System Whole-part Relationships. - Zhengzhang Chen; Alok N. Choudhary; John Jenkins; Vipin Kumar 001; Anatoli V. Melechko; Jinfeng Rao; Nagiza F. Samatova; Fredrick H. M. Semazzi (SDM, 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)

A graph-based approach to find teleconnections in climate data. - Jaya Kawale; Stefan Liess; Arjun Kumar; Michael S. Steinbach; Peter K. Snyder; Vipin Kumar 001; Auroop R. Ganguly; Nagiza F. Samatova; Fredrick H. M. Semazzi (Stat. Anal. Data Min., 2013)

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 001; Nagiza F. Samatova (ECML/PKDD (2), 2015)

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 001; Nagiza F. Samatova (ADMA, 2016)