Ankush Khandelwal
Orcid: 0000-0003-1023-5279
According to our database1,
Ankush Khandelwal
authored at least 41 papers
between 2011 and 2024.
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Bibliography
2024
Combining Satellite and Weather Data for Crop Type Mapping: An Inverse Modelling Approach.
CoRR, 2024
2023
Task Aware Modulation using Representation Learning: An Approach for Few Shot Learning in Heterogeneous Systems.
CoRR, 2023
Message Propagation Through Time: An Algorithm for Sequence Dependency Retention in Time Series Modeling.
CoRR, 2023
Mini-Batch Learning Strategies for modeling long term temporal dependencies: A study in environmental applications.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023
Spatiotemporal Classification with limited labels using Constrained Clustering for large datasets.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023
2022
Robust Inverse Framework using Knowledge-guided Self-Supervised Learning: An application to Hydrology.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
2021
Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making.
ACM Trans. Interact. Intell. Syst., 2021
Knowledge-guided Self-supervised Learning for estimating River-Basin Characteristics.
CoRR, 2021
CalCROP21: A Georeferenced multi-spectral dataset of Satellite Imagery and Crop Labels.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
Automated Plantation Mapping in Southeast Asia Using MODIS Data and Imperfect Visual Annotations.
Remote. Sens., 2020
2019
Automated Monitoring Cropland Using Remote Sensing Data: Challenges and Opportunities for Machine Learning.
CoRR, 2019
Classifying Heterogeneous Sequential Data by Cyclic Domain Adaptation: An Application in Land Cover Detection.
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019
Spatial Context-Aware Networks for Mining Temporal Discriminative Period in Land Cover Detection.
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019
An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models.
Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019
Recurrent Generative Networks for Multi-Resolution Satellite Data: An Application in Cropland Monitoring.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
2018
Remote. Sens., 2018
Gender Prediction in English-Hindi Code-Mixed Social Media Content: Corpus and Baseline System.
Computación y Sistemas, 2018
CoRR, 2018
Humor Detection in English-Hindi Code-Mixed Social Media Content : Corpus and Baseline System.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
2017
IEEE Trans. Knowl. Data Eng., 2017
ORBIT: Ordering Based Information Transfer Across Space and Time for Global Surface Water Monitoring.
CoRR, 2017
LTRC IIITH at IBEREVAL 2017: Stance and Gender Detection in Tweets on Catalan Independence.
Proceedings of the Second Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2017) co-located with 33th Conference of the Spanish Society for Natural Language Processing (SEPLN 2017), 2017
Classification Of Spanish Election Tweets (COSET) 2017 : Classifying Tweets Using Character and Word Level Features.
Proceedings of the Second Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2017) co-located with 33th Conference of the Spanish Society for Natural Language Processing (SEPLN 2017), 2017
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Joint sparse auto-encoder: A semi-supervised spatio-temporal approach in mapping large-scale croplands.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
2016
Global Monitoring of Inland Water Dynamics: State-of-the-Art, Challenges, and Opportunities.
Proceedings of the Computational Sustainability, 2016
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
Ensemble Learning Methods for Binary Classification with Multi-modality within the Classes.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015
Clustering Dynamic Spatio-Temporal Patterns in The Presence of Noise and Missing Data.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Post Classification Label Refinement Using Implicit Ordering Constraint Among Data Instances.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
2014
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
2013
Change Detection from Temporal Sequences of Class Labels: Application to Land Cover Change Mapping.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the Managing and Mining Sensor Data, 2013
2011
Proceedings of the 14th International Conference on Information Fusion, 2011