Ankush Khandelwal
Title
Cited by
Cited by
Year
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
582017
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
582017
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
442017
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
362017
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
262016
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
222014
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
192017
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
172016
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
152015
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
142018
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
132017
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
122013
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
112015
Ensemble Learning Methods for Binary Classification with Multi-modality within the Classes
A Karpatne, A Khandelwal, V Kumar
SDM, 2015
112015
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
102019
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
102018
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
82016
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
82015
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
62019
Hyperspectral image enhancement based on sensor simulation and vector decomposition
A Khandelwal, KS Rajan
14th International Conference on Information Fusion, 1-6, 2011
62011
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Articles 1–20