Anomaly Construction in Climate Data: Issues and Challenges. - Jaya Kawale; Snigdhansu Chatterjee; Arjun Kumar; Stefan Liess; Michael S. Steinbach; Vipin Kumar 001 (CIDU, 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 001 (CIDU, 2011)

Discovering interesting sub-paths in spatiotemporal datasets: a summary of results. - Xun Zhou 001; Shashi Shekhar 001; Pradeep Mohan; Stefan Liess; Peter K. Snyder (GIS, 2011)

A Novel and Scalable Spatio-Temporal Technique for Ocean Eddy Monitoring. - James H. Faghmous; Yashu Chamber; Shyam Boriah; Frode Vikebø; Stefan Liess; Michel dos Santos Mesquita; Vipin Kumar 001 (AAAI, 2012)

EddyScan: A physically consistent ocean eddy monitoring application. - James H. Faghmous; Luke Styles; Varun Mithal; Shyam Boriah; Stefan Liess; Vipin Kumar 001; Frode Vikebø; Michel dos Santos Mesquita (CIDU, 2012)

Mining time-lagged relationships in spatio-temporal climate data. - Jaya Kawale; Stefan Liess; Vipin Kumar 001; Upmanu Lall; Auroop R. Ganguly (CIDU, 2012)

Testing the significance of spatio-temporal teleconnection patterns. - Jaya Kawale; Snigdhansu Chatterjee; Dominick Ormsby; Karsten Steinhaeuser; Stefan Liess; Vipin Kumar 001 (KDD, 2012)

Drought Detection of the Last Century: An MRF-based Approach. - Qiang Fu 021; Arindam Banerjee 001; Stefan Liess; Peter K. Snyder (SDM, 2012)

Earth Science Applications of Sensor Data. - Anuj Karpatne; James H. Faghmous; Jaya Kawale; Luke Styles; Mace Blank; Varun Mithal; Xi C. Chen; Ankush Khandelwal; Shyam Boriah; Karsten Steinhaeuser; Michael S. Steinbach; Vipin Kumar 001; et al. (Managing and Mining Sensor Data, 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)

A Guide to Earth Science Data: Summary and Research Challenges. - Anuj Karpatne; Stefan Liess (Comput. Sci. Eng., 2015)

Understanding Dominant Factors for Precipitation over the Great Lakes Region. - Soumyadeep Chatterjee; Stefan Liess; Arindam Banerjee 001; Vipin Kumar 001 (AAAI, 2016)

Tripoles: A New Class of Relationships in Time Series Data. - Saurabh Agrawal 002; Gowtham Atluri; Anuj Karpatne; William Haltom; Stefan Liess; Snigdhansu Chatterjee; Vipin Kumar 001 (KDD, 2017)

Mining Sub-Interval Relationships In Time Series Data. - Saurabh Agrawal 002; Saurabh Verma; Gowtham Atluri; Anuj Karpatne; Stefan Liess; Angus W. MacDonald III; Snigdhansu Chatterjee; Vipin Kumar 001 (CoRR, 2018)

A Fast-Optimal Guaranteed Algorithm For Learning Sub-Interval Relationships in Time Series. - Saurabh Agrawal 002; Saurabh Verma; Anuj Karpatne; Stefan Liess; Snigdhansu Chatterjee; Vipin Kumar 001 (CoRR, 2019)

Mining Novel Multivariate Relationships in Time Series Data Using Correlation Networks. - Saurabh Agrawal 002; Michael S. Steinbach; Daniel Boley; Snigdhansu Chatterjee; Gowtham Atluri; Anh The Dang; Stefan Liess; Vipin Kumar 001 (IEEE Trans. Knowl. Data Eng., 2020)