Stefan Liess

Publication Activity (10 Years)

Years Active: 2011-2020
Publications (10 Years): 7

Top Topics

Genetic Regulatory Networks

Periodic Patterns

Spatio Temporal Data

Top Venues

Publications

Saurabh Agrawal, Michael S. Steinbach, Daniel Boley, Snigdhansu Chatterjee, Gowtham Atluri, Anh The Dang, Stefan Liess, Vipin Kumar
Mining Novel Multivariate Relationships in Time Series Data Using Correlation Networks. IEEE Trans. Knowl. Data Eng. 32 (9) (2020)
Saurabh Agrawal, Saurabh Verma, Anuj Karpatne, Stefan Liess, Snigdhansu Chatterjee, Vipin Kumar
A Fast-Optimal Guaranteed Algorithm For Learning Sub-Interval Relationships in Time Series. CoRR (2019)
Saurabh Agrawal, Michael S. Steinbach, Daniel Boley, Snigdhansu Chatterjee, Gowtham Atluri, Anh The Dang, Stefan Liess, Vipin Kumar
Mining Novel Multivariate Relationships in Time Series Data Using Correlation Networks. CoRR (2018)
Saurabh Agrawal, Saurabh Verma, Gowtham Atluri, Anuj Karpatne, Stefan Liess, Angus W. MacDonald III, Snigdhansu Chatterjee, Vipin Kumar
Mining Sub-Interval Relationships In Time Series Data. CoRR (2018)
Saurabh Agrawal, Gowtham Atluri, Anuj Karpatne, William Haltom, Stefan Liess, Snigdhansu Chatterjee, Vipin Kumar
Tripoles: A New Class of Relationships in Time Series Data. KDD (2017)
Soumyadeep Chatterjee, Stefan Liess, Arindam Banerjee, Vipin Kumar
Understanding Dominant Factors for Precipitation over the Great Lakes Region. AAAI (2016)
Anuj Karpatne, Stefan Liess
A Guide to Earth Science Data: Summary and Research Challenges. Comput. Sci. Eng. 17 (6) (2015)
Jaya Kawale, Stefan Liess, Arjun Kumar, Michael S. Steinbach, Peter K. Snyder, Vipin Kumar, Auroop R. Ganguly, Nagiza F. Samatova, Fredrick H. M. Semazzi
A graph-based approach to find teleconnections in climate data. Stat. Anal. Data Min. 6 (3) (2013)
James H. Faghmous, Luke Styles, Varun Mithal, Shyam Boriah, Stefan Liess, Vipin Kumar, Frode Vikebø, Michel dos Santos Mesquita
EddyScan: A physically consistent ocean eddy monitoring application. CIDU (2012)
Qiang Fu, Arindam Banerjee, Stefan Liess, Peter K. Snyder
Drought Detection of the Last Century: An MRF-based Approach. SDM (2012)
Jaya Kawale, Snigdhansu Chatterjee, Dominick Ormsby, Karsten Steinhaeuser, Stefan Liess, Vipin Kumar
Testing the significance of spatio-temporal teleconnection patterns. KDD (2012)
Jaya Kawale, Stefan Liess, Vipin Kumar, Upmanu Lall, Auroop R. Ganguly
Mining time-lagged relationships in spatio-temporal climate data. CIDU (2012)
James H. Faghmous, Yashu Chamber, Shyam Boriah, Frode Vikebø, Stefan Liess, Michel dos Santos Mesquita, Vipin Kumar
A Novel and Scalable Spatio-Temporal Technique for Ocean Eddy Monitoring. AAAI (2012)
Jaya Kawale, Snigdhansu Chatterjee, Arjun Kumar, Stefan Liess, Michael S. Steinbach, Vipin Kumar
Anomaly Construction in Climate Data: Issues and Challenges. CIDU (2011)
Jaya Kawale, Stefan Liess, Arjun Kumar, Michael S. Steinbach, Auroop R. Ganguly, Nagiza F. Samatova, Fredrick H. M. Semazzi, Peter K. Snyder, Vipin Kumar
Data Guided Discovery of Dynamic Climate Dipoles. CIDU (2011)
Xun Zhou, Shashi Shekhar, Pradeep Mohan, Stefan Liess, Peter K. Snyder
Discovering interesting sub-paths in spatiotemporal datasets: a summary of results. GIS (2011)