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@inproceedings{DBLP:conf/cidu/AbrahamTX11, author = {Zubin Abraham and Pang{-}Ning Tan and Fan Xin}, editor = {Ashok N. Srivastava and Nitesh V. Chawla and Amal Shehan Perera}, title = {Smoothed Quantile Regression for Statistical Downscaling of Extreme Events in Climate Modeling}, booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding, {CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}}, pages = {92--106}, publisher = {{NASA} Ames Research Center}, year = {2011}, url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf}, timestamp = {Thu, 12 Mar 2020 11:29:51 +0100}, biburl = {https://dblp.org/rec/conf/cidu/AbrahamTX11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidu/AhmedKO11, author = {Mohammad Salim Ahmed and Latifur Khan and Nikunj C. Oza}, editor = {Ashok N. Srivastava and Nitesh V. Chawla and Amal Shehan Perera}, title = {Pseudo-Label Generation for Multi-Label Text Classification}, booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding, {CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}}, pages = {60--75}, publisher = {{NASA} Ames Research Center}, year = {2011}, url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cidu/AhmedKO11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidu/BianG11, author = {Linkan Bian and Nagi Gebraeel}, editor = {Ashok N. Srivastava and Nitesh V. Chawla and Amal Shehan Perera}, title = {A Stochastic Methodology for Prognostics Under Time-Varying Environmental Future Profiles}, booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding, {CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}}, pages = {219--231}, publisher = {{NASA} Ames Research Center}, year = {2011}, url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cidu/BianG11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidu/ChamberGMBKLSPKKB11, author = {Yashu Chamber and Ashish Garg and Varun Mithal and Ivan Brugere and Vipin Kumar and Michael Lau and Michael S. Steinbach and Christopher Potter and Steven A. Klooster and Vikrant Krishna and Shyam Boriah}, editor = {Ashok N. Srivastava and Nitesh V. Chawla and Amal Shehan Perera}, title = {A Novel Time Series Based Approach to Detect Gradual Vegetation Changes in Forests}, booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding, {CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}}, pages = {248--262}, publisher = {{NASA} Ames Research Center}, year = {2011}, url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf}, timestamp = {Mon, 08 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cidu/ChamberGMBKLSPKKB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidu/DasS11, author = {Kamalika Das and Ashok N. Srivastava}, editor = {Ashok N. Srivastava and Nitesh V. Chawla and Amal Shehan Perera}, title = {Sparse Inverse Gaussian Process Regression with Application to Climate Network Discovery}, booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding, {CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}}, pages = {233--247}, publisher = {{NASA} Ames Research Center}, year = {2011}, url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cidu/DasS11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidu/DjorgovskiDMMTGDSC11, author = {S. George Djorgovski and Ciro Donalek and Ashish Mahabal and Baback Moghaddam and Mike Turmon and Matthew J. Graham and Andrew J. Drake and Nihar Sharma and Yutong Chen}, editor = {Ashok N. Srivastava and Nitesh V. Chawla and Amal Shehan Perera}, title = {Towards an Automated Classification of Transient Events in Synoptic Sky Surveys}, booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding, {CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}}, pages = {174--188}, publisher = {{NASA} Ames Research Center}, year = {2011}, url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cidu/DjorgovskiDMMTGDSC11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidu/GargMKKBSTKPK11, author = {Ashish Garg and Lydia Manikonda and Shashank Kumar and Vikrant Krishna and Shyam Boriah and Michael S. Steinbach and Durga Toshnival and Vipin Kumar and Christopher Potter and Steven A. Klooster}, editor = {Ashok N. Srivastava and Nitesh V. Chawla and Amal Shehan Perera}, title = {A Model-Free Time Series Segmentation Approach for Land Cover Change Detection}, booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding, {CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}}, pages = {144--158}, publisher = {{NASA} Ames Research Center}, year = {2011}, url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf}, timestamp = {Mon, 08 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cidu/GargMKKBSTKPK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidu/GarielSF11, author = {Maxime Gariel and Kevin Spieser and Emilio Frazzoli}, editor = {Ashok N. Srivastava and Nitesh V. Chawla and Amal Shehan Perera}, title = {On the Statistics and Predictability of Go-Arounds}, booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding, {CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}}, pages = {75--91}, publisher = {{NASA} Ames Research Center}, year = {2011}, url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cidu/GarielSF11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidu/GhanouiLDPSB11, author = {Laurent El Ghaoui and Guan{-}Cheng Li and Viet{-}An Duong and Vu Pham and Ashok N. Srivastava and Kanishka Bhaduri}, editor = {Ashok N. Srivastava and Nitesh V. Chawla and Amal Shehan Perera}, title = {Sparse Machine Learning Methods for Understanding Large Text Corpora}, booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding, {CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}}, pages = {159--173}, publisher = {{NASA} Ames Research Center}, year = {2011}, url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cidu/GhanouiLDPSB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidu/GiannakisM11, author = {Dimitrios Giannakis and Andrew J. Majda}, editor = {Ashok N. Srivastava and Nitesh V. Chawla and Amal Shehan Perera}, title = {Time Series Reconstruction via Machine Learning: Revealing Decadal Variability and Intermittency in the North Pacific Sector of a Coupled Climate Model}, booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding, {CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}}, pages = {107--117}, publisher = {{NASA} Ames Research Center}, year = {2011}, url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cidu/GiannakisM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidu/KaoPA11, author = {Anne Kao and Steve Poteet and David Augustine}, editor = {Ashok N. Srivastava and Nitesh V. Chawla and Amal Shehan Perera}, title = {{P-MATCH} and {QUBIT} - Methods for Extracting Critical Information from Free Text Data for Systems Health Management}, booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding, {CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}}, pages = {16--29}, publisher = {{NASA} Ames Research Center}, year = {2011}, url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cidu/KaoPA11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidu/KawaleCKLSK11, author = {Jaya Kawale and Snigdhansu Chatterjee and Arjun Kumar and Stefan Liess and Michael S. Steinbach and Vipin Kumar}, editor = {Ashok N. Srivastava and Nitesh V. Chawla and Amal Shehan Perera}, title = {Anomaly Construction in Climate Data: Issues and Challenges}, booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding, {CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}}, pages = {189--203}, publisher = {{NASA} Ames Research Center}, year = {2011}, url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf}, timestamp = {Mon, 08 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cidu/KawaleCKLSK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidu/KawaleLKSGSSSK11, author = {Jaya Kawale and Stefan Liess and Arjun Kumar and Michael S. Steinbach and Auroop R. Ganguly and Nagiza F. Samatova and Fredrick H. M. Semazzi and Peter K. Snyder and Vipin Kumar}, editor = {Ashok N. Srivastava and Nitesh V. Chawla and Amal Shehan Perera}, title = {Data Guided Discovery of Dynamic Climate Dipoles}, booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding, {CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}}, pages = {30--44}, publisher = {{NASA} Ames Research Center}, year = {2011}, url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf}, timestamp = {Mon, 08 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cidu/KawaleLKSGSSSK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidu/MallikK11, author = {Rajarshi Mallik and Hillol Kargupta}, editor = {Ashok N. Srivastava and Nitesh V. Chawla and Amal Shehan Perera}, title = {A Sustainable Approach for Demand Prediction in Smart Grids using a Distributed Local Asynchronous Algorithm}, booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding, {CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}}, pages = {1--15}, publisher = {{NASA} Ames Research Center}, year = {2011}, url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cidu/MallikK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidu/MallyaTG11, author = {Ganeshchandra Mallya and Shivam Tripathi and Rao S. Govindaraju}, editor = {Ashok N. Srivastava and Nitesh V. Chawla and Amal Shehan Perera}, title = {A Machine Learning Approach for Probabilistic Drough Classification}, booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding, {CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}}, pages = {263--275}, publisher = {{NASA} Ames Research Center}, year = {2011}, url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cidu/MallyaTG11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidu/MithalGBBKSPK11, author = {Varun Mithal and Ashish Garg and Ivan Brugere and Shyam Boriah and Vipin Kumar and Michael S. Steinbach and Christopher Potter and Steven A. Klooster}, editor = {Ashok N. Srivastava and Nitesh V. Chawla and Amal Shehan Perera}, title = {Incorporating Natural Variation into Time Series-Based Land Cover Change Detection}, booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding, {CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}}, pages = {45--59}, publisher = {{NASA} Ames Research Center}, year = {2011}, url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf}, timestamp = {Mon, 08 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cidu/MithalGBBKSPK11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidu/ThompsonMWR11, author = {David R. Thompson and Walid A. Majid and Kiri Wagstaff and Colorado Reed}, editor = {Ashok N. Srivastava and Nitesh V. Chawla and Amal Shehan Perera}, title = {Semi-Supervised Novelty Detection with Adaptive Eigenbases, and Application to Radio Transients}, booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding, {CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}}, pages = {118--128}, publisher = {{NASA} Ames Research Center}, year = {2011}, url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf}, timestamp = {Wed, 24 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cidu/ThompsonMWR11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidu/ZhangZH11, author = {Duo Zhang and ChengXiang Zhai and Jiawei Han}, editor = {Ashok N. Srivastava and Nitesh V. Chawla and Amal Shehan Perera}, title = {MiTexCube: MicroTextCluster Cube for Online Analysis of Text Cells}, booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding, {CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}}, pages = {204--218}, publisher = {{NASA} Ames Research Center}, year = {2011}, url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cidu/ZhangZH11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidu/ZhouS11, author = {Dunke Zhou and Tao Shi}, editor = {Ashok N. Srivastava and Nitesh V. Chawla and Amal Shehan Perera}, title = {Statistical Inference Based on Distances Between Empirical Distributions with Applications to AIRSLevel-3 Data}, booktitle = {Proceedings of the 2011 Conference on Intelligent Data Understanding, {CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}}, pages = {129--143}, publisher = {{NASA} Ames Research Center}, year = {2011}, url = {http://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cidu/ZhouS11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/cidu/2011, editor = {Ashok N. Srivastava and Nitesh V. Chawla and Amal Shehan Perera}, title = {Proceedings of the 2011 Conference on Intelligent Data Understanding, {CIDU} 2011, October 19-21, 2011, Mountain View, California, {USA}}, publisher = {{NASA} Ames Research Center}, year = {2011}, url = {https://c3.nasa.gov/dashlink/static/media/other/CIDU\_Proceedings2011.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cidu/2011.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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