Shubhranshu Shekhar

According to our database, Shubhranshu Shekhar authored at least 12 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Benefit-aware early prediction of health outcomes on multivariate EEG time series.

Shubhranshu Shekhar, Dhivya Eswaran, Bryan Hooi, Jonathan Elmer, Christos Faloutsos, Leman Akoglu

J. Biomed. Informatics, March, 2023

UltraProp: Principled and Explainable Propagation on Large Graphs.

Meng-Chieh Lee, Shubhranshu Shekhar, Jaemin Yoo, Christos Faloutsos

CoRR, 2023

Less is More: SlimG for Accurate, Robust, and Interpretable Graph Mining.

Jaemin Yoo, Meng-Chieh Lee, Shubhranshu Shekhar, Christos Faloutsos

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

Unsupervised Machine Learning for Explainable Medicare Fraud Detection.

Shubhranshu Shekhar, Jetson Leder-Luis, Leman Akoglu

CoRR, 2022

SlenderGNN: Accurate, Robust, and Interpretable GNN, and the Reasons for its Success.

Jaemin Yoo, Meng-Chieh Lee, Shubhranshu Shekhar, Christos Faloutsos

CoRR, 2022

2021

gen2Out: Detecting and Ranking Generalized Anomalies.

Meng-Chieh Lee, Shubhranshu Shekhar, Christos Faloutsos, Timothy Noah Hutson, Leon D. Iasemidis

CoRR, 2021

Gen²Out: Detecting and Ranking Generalized Anomalies.

Meng-Chieh Lee, Shubhranshu Shekhar, Christos Faloutsos, Timothy Noah Hutson, Leon D. Iasemidis

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

FairOD: Fairness-aware Outlier Detection.

Shubhranshu Shekhar, Neil Shah, Leman Akoglu

Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021

2020

Entity Resolution in Dynamic Heterogeneous Networks.

Shubhranshu Shekhar, Deepak Pai, Sriram Ravindran

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

2018

Incorporating Privileged Information to Unsupervised Anomaly Detection.

Shubhranshu Shekhar, Leman Akoglu

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

2015

Spreading Activation Way of Knowledge Integration.

Shubhranshu Shekhar, Sutanu Chakraborti, Deepak Khemani

Proceedings of the Mining Intelligence and Knowledge Exploration, 2015

2014

Linking Cases Up: An Extension to the Case Retrieval Network.

Shubhranshu Shekhar, Sutanu Chakraborti, Deepak Khemani

Proceedings of the Case-Based Reasoning Research and Development, 2014