Stefan Liess

According to our database, Stefan Liess authored at least 16 papers between 2011 and 2020.

Collaborative distances:

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

2020

Mining Novel Multivariate Relationships in Time Series Data Using Correlation Networks.

Saurabh Agrawal, Michael S. Steinbach, Daniel Boley, Snigdhansu Chatterjee, Gowtham Atluri, Anh The Dang, Stefan Liess, Vipin Kumar

IEEE Trans. Knowl. Data Eng., 2020

2019

A Fast-Optimal Guaranteed Algorithm For Learning Sub-Interval Relationships in Time Series.

Saurabh Agrawal, Saurabh Verma, Anuj Karpatne, Stefan Liess, Snigdhansu Chatterjee, Vipin Kumar

CoRR, 2019

2018

Mining Sub-Interval Relationships In Time Series Data.

Saurabh Agrawal, Saurabh Verma, Gowtham Atluri, Anuj Karpatne, Stefan Liess, Angus W. MacDonald III, Snigdhansu Chatterjee, Vipin Kumar

CoRR, 2018

2017

Tripoles: A New Class of Relationships in Time Series Data.

Saurabh Agrawal, Gowtham Atluri, Anuj Karpatne, William Haltom, Stefan Liess, Snigdhansu Chatterjee, Vipin Kumar

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2016

Understanding Dominant Factors for Precipitation over the Great Lakes Region.

Soumyadeep Chatterjee, Stefan Liess, Arindam Banerjee, Vipin Kumar

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

A Guide to Earth Science Data: Summary and Research Challenges.

Anuj Karpatne, Stefan Liess

Comput. Sci. Eng., 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

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, Stefan Liess

Proceedings of the Managing and Mining Sensor Data, 2013

2012

Drought Detection of the Last Century: An MRF-based Approach.

Qiang Fu, Arindam Banerjee, Stefan Liess, Peter K. Snyder

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

Testing the significance of spatio-temporal teleconnection patterns.

Jaya Kawale, Snigdhansu Chatterjee, Dominick Ormsby, Karsten Steinhaeuser, Stefan Liess, Vipin Kumar

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Mining time-lagged relationships in spatio-temporal climate data.

Jaya Kawale, Stefan Liess, Vipin Kumar, Upmanu Lall, Auroop R. Ganguly

Proceedings of the 2012 Conference on Intelligent Data Understanding, 2012

EddyScan: A physically consistent ocean eddy monitoring application.

James H. Faghmous, Luke Styles, Varun Mithal, Shyam Boriah, Stefan Liess, Vipin Kumar, Frode Vikebø, Michel dos Santos Mesquita

Proceedings of the 2012 Conference on Intelligent Data Understanding, 2012

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

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Discovering interesting sub-paths in spatiotemporal datasets: a summary of results.

Xun Zhou, Shashi Shekhar, Pradeep Mohan, Stefan Liess, Peter K. Snyder

Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 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

Anomaly Construction in Climate Data: Issues and Challenges.

Jaya Kawale, Snigdhansu Chatterjee, Arjun Kumar, Stefan Liess, Michael S. Steinbach, Vipin Kumar

Proceedings of the 2011 Conference on Intelligent Data Understanding, 2011