Year |
Citation |
Score |
2014 |
Ganguly AR, Kodra EA, Agrawal A, Banerjee A, Boriah S, Chatterjee SN, Chatterjee SO, Choudhary A, Das D, Faghmous J, Ganguli P, Ghosh S, Hayhoe K, Hays C, Hendrix W, ... ... Steinhaeuser K, et al. Toward enhanced understanding and projections of climate extremes using physics-guided data mining techniques Nonlinear Processes in Geophysics. 21: 777-795. DOI: 10.5194/Npg-21-777-2014 |
0.478 |
|
2014 |
Liess S, Kumar A, Snyder PK, Kawale J, Steinhaeuser K, Semazzi FHM, Ganguly AR, Samatova NF, Kumar V. Different modes of variability over the Tasman Sea: Implications for regional climate Journal of Climate. 27: 8466-8486. DOI: 10.1175/Jcli-D-13-00713.1 |
0.318 |
|
2014 |
Xu J, Wickramarathne TL, Chawla NV, Grey EK, Steinhaeuser K, Keller RP, Drake JM, Lodge DM. Improving management of aquatic invasions by integrating shipping network, ecological, and environmental data: Data mining for social good Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 1699-1708. DOI: 10.1145/2623330.2623364 |
0.476 |
|
2014 |
Steinhaeuser K, Tsonis AA. A climate model intercomparison at the dynamics level Climate Dynamics. 42: 1665-1670. DOI: 10.1007/S00382-013-1761-5 |
0.453 |
|
2012 |
Kawale J, Chatterjee S, Ormsby D, Steinhaeuser K, Liess S, Kumar V. Testing the significance of spatio-temporal teleconnection patterns Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 642-650. DOI: 10.1145/2339530.2339634 |
0.312 |
|
2012 |
Parish ES, Kodra E, Steinhaeuser K, Ganguly AR. Estimating future global per capita water availability based on changes in climate and population Computers and Geosciences. 42: 79-86. DOI: 10.1016/J.Cageo.2012.01.019 |
0.363 |
|
2012 |
Steinhaeuser K, Ganguly AR, Chawla NV. Multivariate and multiscale dependence in the global climate system revealed through complex networks Climate Dynamics. 39: 889-895. DOI: 10.1007/S00382-011-1135-9 |
0.592 |
|
2012 |
Chatterjee S, Steinhaeuser K, Banerjee A, Ganguly A. Sparse group lasso: Consistency and climate applications Proceedings of the 12th Siam International Conference On Data Mining, Sdm 2012. 47-58. |
0.347 |
|
2011 |
Chawla NV, Ganguly AR, Kumar V, Steinbach M, Steinhaeuser K, Banerjee A, Borne K, Chandola V, Chatterjee S, Erickson DJ, Gaber MM, Ghanem R, Graves SJ, Kumar N, Lozano AC, et al. Preface Proceedings - Ieee International Conference On Data Mining, Icdm. xxi-xxii. DOI: 10.1109/ICDMW.2011.187 |
0.319 |
|
2011 |
Pelan A, Steinhaeuser K, Chawla NV, De Alwis Pitts DA, Ganguly AR. Empirical comparison of correlation measures and pruning levels in complex networks representing the global climate system Ieee Ssci 2011: Symposium Series On Computational Intelligence - Cidm 2011: 2011 Ieee Symposium On Computational Intelligence and Data Mining. 239-245. DOI: 10.1109/CIDM.2011.5949305 |
0.596 |
|
2011 |
Steinhaeuser K, Chawla NV, Ganguly AR. Comparing predictive power in climate data: Clustering matters Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6849: 39-55. DOI: 10.1007/978-3-642-22922-0_4 |
0.491 |
|
2011 |
Steinhaeuser K, Chawla NV, Ganguly AR. Complex networks as a unified framework for descriptive analysis and predictive modeling in climate science Statistical Analysis and Data Mining. 4: 497-511. DOI: 10.1002/Sam.10100 |
0.629 |
|
2010 |
Steinhaeuser K, Chawla NV, Ganguly AR. An exploration of climate data using complex networks Acm Sigkdd Explorations Newsletter. 12: 25-32. DOI: 10.1145/1882471.1882476 |
0.578 |
|
2010 |
Chawla NV, Ganguly AR, Kumar V, Steinbach M, Steinhaeuser K. Preface to the 2010 workshop on knowledge discovery from climate data: Prediction, extremes, and impacts Proceedings - Ieee International Conference On Data Mining, Icdm. DOI: 10.1109/ICDMW.2010.209 |
0.521 |
|
2010 |
Steinhaeuser K, Chawla NV. Identifying and evaluating community structure in complex networks Pattern Recognition Letters. 31: 413-421. DOI: 10.1016/J.Patrec.2009.11.001 |
0.499 |
|
2010 |
Steinhaeuser K, Chawla NV, Ganguly AR. Complex networks in climate science: Progress, opportunities and challenges Proceedings of the 2010 Conference On Intelligent Data Understanding, Cidu 2010. 16-26. |
0.391 |
|
2009 |
Steinhaeuser K, Chawla NV, Ganguly AR. An exploration of climate data using complex networks Proceedings of the 3rd International Workshop On Knowledge Discovery From Sensor Data, Sensorkdd'09 in Conjunction With the 15th Acm Sigkdd Conference On Knowledge Discovery and Data Mining, Kdd-09. 23-31. DOI: 10.1145/1882471.1882476 |
0.639 |
|
2009 |
Steinhaeuser K, Chawla NV. A network-based approach to understanding and predicting diseases Social Computing and Behavioral Modeling. 209-216. DOI: 10.1007/978-1-4419-0056-2-26 |
0.341 |
|
2008 |
Ganguly AR, Steinhaeuser K. Data mining for climate change and impacts Proceedings - Ieee International Conference On Data Mining Workshops, Icdm Workshops 2008. 385-394. DOI: 10.1109/ICDMW.2008.30 |
0.388 |
|
2008 |
Moretti C, Steinhaeuser K, Thain D, Chawla NV. Scaling up classifers to Cloud Computers Proceedings - Ieee International Conference On Data Mining, Icdm. 472-481. DOI: 10.1109/ICDM.2008.99 |
0.441 |
|
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