Ankush Khandelwal
Ankush Khandelwal
Bestätigte E-Mail-Adresse bei umn.edu
Titel
Zitiert von
Zitiert von
Jahr
An approach for global monitoring of surface water extent variations in reservoirs using MODIS data
A Khandelwal, A Karpatne, ME Marlier, J Kim, DP Lettenmaier, V Kumar
Remote sensing of Environment 202, 113-128, 2017
872017
An approach for global monitoring of surface water extent variations in reservoirs using MODIS data
A Khandelwal, A Karpatne, ME Marlier, J Kim, DP Lettenmaier, V Kumar
Remote Sensing of Environment, 2017
872017
High spatiotemporal resolution of river planform dynamics from Landsat: The RivMAP toolbox and results from the Ucayali River
J Schwenk, A Khandelwal, M Fratkin, V Kumar, E Foufoula‐Georgiou
Earth and Space Science 4 (2), 46-75, 2017
572017
Incremental Dual-memory LSTM in Land Cover Prediction
X Jia, A Khandelwal, G Nayak, J Gerber, K Carlson, P West, V Kumar
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
512017
Global monitoring of inland water dynamics: state-of-the-art, challenges, and opportunities
A Karpatne, A Khandelwal, X Chen, V Mithal, J Faghmous, V Kumar
Computational Sustainability, 121-147, 2016
342016
Predictive learning in the presence of heterogeneity and limited training data
A Karpatne, A Khandelwal, S Boriah, V Kumar
Proceedings of the 2014 SIAM International Conference on Data Mining, 253-261, 2014
272014
Predict land covers with transition modeling and incremental learning
X Jia, A Khandelwal, G Nayak, J Gerber, K Carlson, P West, V Kumar
Proceedings of the 2017 SIAM International Conference on Data Mining, 171-179, 2017
242017
Mapping Burned Areas in Tropical Forests Using a Novel Machine Learning Framework
V Mithal, G Nayak, A Khandelwal, V Kumar, R Nemani, NC Oza
Remote Sensing 10 (1), 69, 2018
212018
Learning large-scale plantation mapping from imperfect annotators
X Jia, A Khandelwal, J Gerber, K Carlson, P West, V Kumar
2016 IEEE International Conference on Big Data (Big Data), 1192-1201, 2016
212016
Post Classification Label Refinement Using Implicit Ordering Constraint Among Data Instances
A Khandelwal, V Mithal, V Kumar
Data Mining (ICDM), 2015 IEEE International Conference on, 799-804, 2015
192015
RAPT: Rare Class Prediction in Absence of True Labels
V Mithal, G Nayak, A Khandelwal, V Kumar, NC Oza, R Nemani
IEEE Transactions on Knowledge and Data Engineering 29 (11), 2484-2497, 2017
152017
Ensemble Learning Methods for Binary Classification with Multi-modality within the Classes
A Karpatne, A Khandelwal, V Kumar
SDM, 2015
132015
Change detection from temporal sequences of class labels: Application to land cover change mapping
V Mithal, A Khandelwal, S Boriah, K Steinhaeuser, V Kumar
Proceedings of the 2013 SIAM International Conference on Data Mining, 650-658, 2013
132013
Spatial Context-Aware Networks for Mining Temporal Discriminative Period in Land Cover Detection
X Jia, S Li, A Khandelwal, G Nayak, A Karpatne, V Kumar
Proceedings of the 2019 SIAM International Conference on Data Mining, 513-521, 2019
122019
Clustering dynamic spatio-temporal patterns in the presence of noise and missing data
XC Chen, JH Faghmous, A Khandelwal, V Kumar
International Joint Conference on Artificial Intelligence, 2575-2581, 2015
122015
MINT: model integration through knowledge-powered data and process composition
Y Gil, K Cobourn, E Deelman, C Duffy, RF da Silva, A Kemanian, ...
9th International Congress on Environmental Modelling and Software, 2018
112018
Sparse Gaussian Markov Random Field Mixtures for Anomaly Detection
T Idé, A Khandelwal, J Kalagnanam
Data Mining (ICDM), 2016 IEEE 16th International Conference on, 955-960, 2016
112016
Automated mapping of land cover using sequences of aerial imagery
S Boriah, A Khandelwal, V Kumar, V Mithal, K Steinhaeuser
US Patent 8,958,603, 2015
112015
Classifying Heterogeneous Sequential Data by Cyclic Domain Adaptation: An Application in Land Cover Detection
X Jia, G Nayak, A Khandelwal, A Karpatne, V Kumar
Proceedings of the 2019 SIAM International Conference on Data Mining, 540-548, 2019
82019
Earth Science Applications of Sensor Data
A Karpatne, J Faghmous, J Kawale, L Styles, M Blank, V Mithal, X Chen, ...
Managing and Mining Sensor Data, 505-530, 2013
72013
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