Sanjay Chawla
Orcid: 0000-0002-8102-2572
According to our database1,
Sanjay Chawla
authored at least 184 papers
between 1998 and 2024.
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Bibliography
2024
Artif. Intell. Rev., January, 2024
2023
ExCeL : Combined Extreme and Collective Logit Information for Enhancing Out-of-Distribution Detection.
CoRR, 2023
Optimizing Traffic Control with Model-Based Learning: A Pessimistic Approach to Data-Efficient Policy Inference.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Impact of Adversarial Training on Robustness and Generalizability of Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
2022
Uncertainty-bounded reinforcement learning for revenue optimization in air cargo: a prescriptive learning approach.
Knowl. Inf. Syst., 2022
ACM J. Data Inf. Qual., 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
Proceedings of the Big Data Analytics in Astronomy, Science, and Engineering, 2022
2021
A modeling framework for embedding-based predictions for compound-viral protein activity.
Bioinform., 2021
How-to Present News on Social Media: A Causal Analysis of Editing News Headlines for Boosting User Engagement.
Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021
Inferring high-resolution traffic accident risk maps based on satellite imagery and GPS trajectories.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021
Proceedings of the Big-Data-Analytics in Astronomy, Science, and Engineering, 2021
Proceedings of the Advances in Databases and Information Systems, 2021
2020
VLDB J., 2020
Simple and effective neural-free soft-cluster embeddings for item cold-start recommendations.
Data Min. Knowl. Discov., 2020
Understanding Effects of Editing Tweets for News Sharing by Media Accounts through a Causal Inference Framework.
CoRR, 2020
CoRR, 2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Proceedings of the 20th IEEE International Conference on Data Mining, 2020
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Time Critic Policy Gradient Methods for Traffic Signal Control in Complex and Congested Scenarios.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
2018
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018
ACM Trans. Knowl. Discov. Data, 2018
Proc. VLDB Endow., 2018
Unthule: An Incremental Graph Construction Process for Robust Road Map Extraction from Aerial Images.
CoRR, 2018
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018
Proceedings of the Progress in Location Based Services 2018, 2018
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
ACM Trans. Spatial Algorithms Syst., 2017
IEEE Trans. Knowl. Data Eng., 2017
IEEE Trans. Big Data, 2017
Data Min. Knowl. Discov., 2017
On the Role of Political Affiliation in Human Perception The Case of Delhi OddEven Experiment.
Proceedings of the Social Informatics, 2017
Proceedings of the 2017 ACM International Conference on Management of Data, 2017
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017
Proceedings of the 20th International Conference on Extending Database Technology, 2017
Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017
2016
IEEE Trans. Knowl. Data Eng., 2016
CoRR, 2016
Nazr-CNN: Object Detection and Fine-Grained Classification in Crowdsourced UAV Images.
CoRR, 2016
Proceedings of the 2016 International Conference on Management of Data, 2016
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
A Robust Framework for Classifying Evolving Document Streams in an Expert-Machine-Crowd Setting.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Proceedings of the 19th International Conference on Extending Database Technology, 2016
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
2015
J. Intell. Inf. Syst., 2015
CoRR, 2015
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Proceedings of the Databases in Networked Information Systems, 2015
2014
Encyclopedia of Social Network Analysis and Mining, 2014
CoRR, 2014
CoRR, 2014
Proceedings of the 13th Workshop on Privacy in the Electronic Society, 2014
Proceedings of the Sixth International Symposium on Parallel Architectures, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014
2013
Data Knowl. Eng., 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Mining Outlier Participants: Insights Using Directional Distributions in Latent Models.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013
On the Statistical Consistency of Algorithms for Binary Classification under Class Imbalance.
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the Web Technologies and Applications - 15th Asia-Pacific Web Conference, 2013
Proceedings of the Advances in Artificial Intelligence, 2013
2012
Knowl. Inf. Syst., 2012
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
Prediction of extubation readiness in extreme preterm infants based on measures of cardiorespiratory variability.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Discovery Science - 15th International Conference, 2012
An Efficient Adversarial Learning Strategy for Constructing Robust Classification Boundaries.
Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012
2011
ACM Trans. Knowl. Discov. Data, 2011
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011
2010
Proceedings of the Fourth International Workshop on Feature Selection in Data Mining, 2010
Angle Tree: Nearest Neighbor Search in High Dimensions with Low Intrinsic Dimensionality
CoRR, 2010
Proceedings of the SIAM International Conference on Data Mining, 2010
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010
Proceedings of the ICDM 2010, 2010
Proceedings of the ICDMW 2010, 2010
Proceedings of the 16th International Conference on Management of Data, 2010
2009
Proceedings of the ICDM Workshops 2009, 2009
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
Proceedings of the Eighth Australasian Data Mining Conference, AusDM 2009, Melbourne, 2009
2008
Data Min. Knowl. Discov., 2008
Proceedings of the Knowledge Discovery from Sensor Data, 2008
Proceedings of the 14th International Conference on Management of Data, 2008
2007
IEEE ACM Trans. Comput. Biol. Bioinform., 2007
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007
Spatio-Temporal Analysis of the Relationship between South American Precipitation Extremes and the El Niño Southern Oscillation.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
Using Significant, Positively Associated and Relatively Class Correlated Rules for Associative Classification of Imbalanced Datasets.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
2006
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Mining Spatio-temporal Association Rules, Sources, Sinks, Stationary Regions and Thoroughfares in Object Mobility Databases.
Proceedings of the Database Systems for Advanced Applications, 2006
2005
Striking Two Birds With One Stone: Simultaneous Mining of Positive and Negative Spatial Patterns.
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005
Proceedings of the 5th international workshop on Bioinformatics, 2005
A Hill-Climbing Landmarker Generation Algorithm Based on Efficiency and Correlativity Criteria.
Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005
Proceedings of the Advances in Data Management 2005, 2005
2004
Proceedings of the 2004 International Conference on Machine Learning and Applications, 2004
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004
Proceedings of the 20th International Conference on Data Engineering, 2004
Comparisons between Heuristics Based on Correlativity and Efficiency for Landmarker Generation.
Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004
Proceedings of the 28th International Computer Software and Applications Conference (COMPSAC 2004), 2004
Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004
2003
IEEE Trans. Knowl. Data Eng., 2003
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003
Spatial databases - a tour.
Prentice Hall, ISBN: 978-0-13-017480-2, 2003
2002
IEEE Trans. Multim., 2002
IEEE Trans. Knowl. Data Eng., 2002
A Comparison of Markov Random Field and Spatial Regression Models for Mining Geospatial Data.
Proceedings of the 6th Joint Conference on Information Science, 2002
2001
Int. J. Artif. Intell. Tools, 2001
Proceedings of the First SIAM International Conference on Data Mining, 2001
2000
Predicting Locations Using Map Similarity(PLUMS): A Framework for Spatial Data Mining.
Proceedings of the International Workshop on Multimedia Data Mining, 2000
Proceedings of the 12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2000), 2000
Proceedings of the ACM-GIS 2000, 2000
Extending Data Mining for Spatial Applications: A Case Study in Predicting Nest Locations.
Proceedings of the 2000 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2000
1999
IEEE Trans. Knowl. Data Eng., 1999
Spatial Pictogram Enhanced Conceptual Data Models and Their Translation to Logical Data Models.
Proceedings of the Integrated Spatial Databases, Digital Inages and GIS, 1999
1998
Proceedings of the Seventeenth Symposium on Reliable Distributed Systems, 1998