Ankush Khandelwal
Ankush Khandelwal
כתובת אימייל מאומתת בדומיין umn.edu
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
942017
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
942017
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
652017
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
572017
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
522016
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
292014
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
252018
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
252017
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
222016
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
222015
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
182017
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
132019
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
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
122018
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
122016
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
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
Bringing automated, remote‐sensed, machine learning methods to monitoring crop landscapes at scale
X Jia, A Khandelwal, DJ Mulla, PG Pardey, V Kumar
Agricultural Economics 50, 41-50, 2019
82019
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
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מאמרים 1–20