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Publications of "Anuj Karpatne" ( http://dblp.L3S.de/Authors/Anuj_Karpatne )

  Author page on DBLP  Author page in RDF  Community of Anuj Karpatne in ASPL-2

Publication years (Num. hits)
2011-2017 (23) 2018-2019 (11)
Publication types (Num. hits)
article(17) incollection(2) inproceedings(15)
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Found 35 publication records. Showing 34 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Anuj Karpatne, Imme Ebert-Uphoff, Sai Ravela, Hassan Ali Babaie, Vipin Kumar Machine Learning for the Geosciences: Challenges and Opportunities. Search on Bibsonomy IEEE Trans. Knowl. Data Eng. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Saurabh Agrawal, Saurabh Verma, Anuj Karpatne, Stefan Liess, Snigdhansu Chatterjee, Vipin Kumar A Fast-Optimal Guaranteed Algorithm For Learning Sub-Interval Relationships in Time Series. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Xiaowei Jia, Sheng Li 0001, Ankush Khandelwal, Guruprasad Nayak, Anuj Karpatne, Vipin Kumar Spatial Context-Aware Networks for Mining Temporal Discriminative Period in Land Cover Detection. Search on Bibsonomy SDM The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Xiaowei Jia, Jared Willard, Anuj Karpatne, Jordan S. Read, Jacob Zwart, Michael S. Steinbach, Vipin Kumar Physics Guided RNNs for Modeling Dynamical Systems: A Case Study in Simulating Lake Temperature Profiles. Search on Bibsonomy SDM The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Xiaowei Jia, Guruprasad Nayak, Ankush Khandelwal, Anuj Karpatne, Vipin Kumar Classifying Heterogeneous Sequential Data by Cyclic Domain Adaptation: An Application in Land Cover Detection. Search on Bibsonomy SDM The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Xiaowei Jia, Mengdie Wang, Ankush Khandelwal, Anuj Karpatne, Vipin Kumar Recurrent Generative Networks for Multi-Resolution Satellite Data: An Application in Cropland Monitoring. Search on Bibsonomy IJCAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Xiaowei Jia, Anuj Karpatne, Jared Willard, Michael S. Steinbach, Jordan S. Read, Paul C. Hanson, Hilary A. Dugan, Vipin Kumar Physics Guided Recurrent Neural Networks For Modeling Dynamical Systems: Application to Monitoring Water Temperature And Quality In Lakes. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Saurabh 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. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Xiaowei Jia, Jared Willard, Anuj Karpatne, Jordan S. Read, Jacob Zward, Michael S. Steinbach, Vipin Kumar Physics Guided RNNs for Modeling Dynamical Systems: A Case Study in Simulating Lake Temperature Profiles. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Gowtham Atluri, Anuj Karpatne, Vipin Kumar Spatio-Temporal Data Mining: A Survey of Problems and Methods. Search on Bibsonomy ACM Comput. Surv. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Nikhil Muralidhar, Mohammad Raihanul Islam, Manish Marwah, Anuj Karpatne, Naren Ramakrishnan Incorporating Prior Domain Knowledge into Deep Neural Networks. Search on Bibsonomy BigData The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Anuj Karpatne, Gowtham Atluri, James H. Faghmous, Michael S. Steinbach, Arindam Banerjee, Auroop R. Ganguly, Shashi Shekhar, Nagiza F. Samatova, Vipin Kumar Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data. Search on Bibsonomy IEEE Trans. Knowl. Data Eng. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Xiaowei Jia, Ankush Khandelwal, Anuj Karpatne, Vipin Kumar Discovery of Shifting Patterns in Sequence Classification. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Anuj Karpatne, William Watkins, Jordan S. Read, Vipin Kumar Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Anuj Karpatne, Imme Ebert-Uphoff, Sai Ravela, Hassan Ali Babaie, Vipin Kumar Machine Learning for the Geosciences: Challenges and Opportunities. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Gowtham Atluri, Anuj Karpatne, Vipin Kumar Spatio-Temporal Data Mining: A Survey of Problems and Methods. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Ankush Khandelwal, Anuj Karpatne, Vipin Kumar ORBIT: Ordering Based Information Transfer Across Space and Time for Global Surface Water Monitoring. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Anuj Karpatne, Vipin Kumar Big Data in Climate: Opportunities and Challenges for Machine Learning. Search on Bibsonomy KDD The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Saurabh Agrawal, Gowtham Atluri, Anuj Karpatne, William Haltom, Stefan Liess, Snigdhansu Chatterjee, Vipin Kumar Tripoles: A New Class of Relationships in Time Series Data. Search on Bibsonomy KDD The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Xiaowei Jia, Yifan Hu, Ankush Khandelwal, Anuj Karpatne, Vipin Kumar Joint sparse auto-encoder: A semi-supervised spatio-temporal approach in mapping large-scale croplands. Search on Bibsonomy BigData The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Anuj Karpatne, Gowtham Atluri, James H. Faghmous, Michael S. Steinbach, Arindam Banerjee, Auroop R. Ganguly, Shashi Shekhar, Nagiza F. Samatova, Vipin Kumar Theory-guided Data Science: A New Paradigm for Scientific Discovery. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Anuj Karpatne, Ankush Khandelwal, Xi Chen, Varun Mithal, James H. Faghmous, Vipin Kumar Global Monitoring of Inland Water Dynamics: State-of-the-Art, Challenges, and Opportunities. Search on Bibsonomy Computational Sustainability The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Xiaowei Jia, Xi C. Chen, Anuj Karpatne, Vipin Kumar Identifying dynamic changes with noisy labels in spatial-temporal data: A study on large-scale water monitoring application. Search on Bibsonomy BigData The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Anuj Karpatne, Stefan Liess A Guide to Earth Science Data: Summary and Research Challenges. Search on Bibsonomy Computing in Science and Engineering The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Anuj Karpatne, Vipin Kumar Building Predictive Models for Noisy and Heterogeneous Data: An Application in Global Monitoring of Inland Water Dynamics. Search on Bibsonomy ICDM Workshops The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Anuj Karpatne, Vipin Kumar Adaptive Heterogeneous Ensemble Learning Using the Context of Test Instances. Search on Bibsonomy ICDM The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Anuj Karpatne, Ankush Khandelwal, Vipin Kumar Ensemble Learning Methods for Binary Classification with Multi-modality within the Classes. Search on Bibsonomy SDM The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Anuj Karpatne, Ankush Khandelwal, Shyam Boriah, Vipin Kumar Predictive Learning in the Presence of Heterogeneity and Limited Training Data. Search on Bibsonomy SDM The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Reshma Khemchandani, Anuj Karpatne, Suresh Chandra 0001 Twin support vector regression for the simultaneous learning of a function and its derivatives. Search on Bibsonomy Int. J. Machine Learning & Cybernetics The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Reshma Khemchandani, Anuj Karpatne, Suresh Chandra 0001 Proximal support tensor machines. Search on Bibsonomy Int. J. Machine Learning & Cybernetics The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Anuj 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 Earth Science Applications of Sensor Data. Search on Bibsonomy Managing and Mining Sensor Data The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Anuj Karpatne, Mace Blank, Michael Lau, Shyam Boriah, Karsten Steinhaeuser, Michael S. Steinbach, Vipin Kumar Importance of vegetation type in forest cover estimation. Search on Bibsonomy CIDU The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Xi C. Chen, Anuj Karpatne, Yashu Chamber, Varun Mithal, Michael Lau, Karsten Steinhaeuser, Shyam Boriah, Michael S. Steinbach, Vipin Kumar, Christopher Potter, Steven A. Klooster, Teji Abraham, J. D. Stanley, Juan Carlos Castilla-Rubio A new data mining framework for forest fire mapping. Search on Bibsonomy CIDU The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Reshma Khemchandani, Anuj Karpatne, Suresh Chandra 0001 Generalized eigenvalue proximal support vector regressor. Search on Bibsonomy Expert Syst. Appl. The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
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