Ankush Khandelwal

According to our database1, Ankush Khandelwal authored at least 28 papers between 2011 and 2019.

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Bibliography

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
Mapping Burned Areas in Tropical Forests Using a Novel Machine Learning Framework.
Remote Sensing, 2018

Gender Prediction in English-Hindi Code-Mixed Social Media Content: Corpus and Baseline System.
Computación y Sistemas, 2018

A Corpus of English-Hindi Code-Mixed Tweets for Sarcasm Detection.
CoRR, 2018

An English-Hindi Code-Mixed Corpus: Stance Annotation and Baseline System.
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
RAPT: Rare Class Prediction in Absence of True Labels.
IEEE Trans. Knowl. Data Eng., 2017

Discovery of Shifting Patterns in Sequence Classification.
CoRR, 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

Predict Land Covers with Transition Modeling and Incremental Learning.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Incremental Dual-memory LSTM in Land Cover Prediction.
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, BigData 2017, 2017

2016
Global Monitoring of Inland Water Dynamics: State-of-the-Art, Challenges, and Opportunities.
Proceedings of the Computational Sustainability, 2016

Sparse Gaussian Markov Random Field Mixtures for Anomaly Detection.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Learning large-scale plantation mapping from imperfect annotators.
Proceedings of the 2016 IEEE International Conference on Big Data, 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
Predictive Learning in the Presence of Heterogeneity and Limited Training Data.
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

Earth Science Applications of Sensor Data.
Proceedings of the Managing and Mining Sensor Data, 2013

2011
Hyperspectral image enhancement based on sensor simulation and vector decomposition.
Proceedings of the 14th International Conference on Information Fusion, 2011


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