Sudarsun Santhiappan

According to our database, Sudarsun Santhiappan authored at least 10 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

TOMBoost: a topic modeling based boosting approach for learning with class imbalance.

Sudarsun Santhiappan, Jeshuren Chelladurai, Balaraman Ravindran

Int. J. Data Sci. Anal., May, 2024

Speeding up LIME using Attention Weights.

Sudarsun Santhiappan, Mukesh Kumar Reghu, Mahendran Saminathan, Aakash Veerappan

Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

2023

Clustering Indices based Automatic Classification Model Selection.

Sudarsun Santhiappan, Nitin Shravan, Balaraman Ravindran

CoRR, 2023

A robust section identification method for scanned electronic health records.

Anand Subramanian, Praveen Kumar Suresh, Sudarsun Santhiappan

Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD), 2023

BUDDI Table Factory: A toolbox for generating synthetic documents with annotated tables and cells.

Bharath Sripathy, Harinath Krishnamoorthy, Sudarsun Santhiappan

Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD), 2023

2022

DEXTER: An end-to-end system to extract table contents from electronic medical health documents.

Nandhinee PR, Harinath Krishnamoorthy, Koushik Srivatsan, Anil Goyal, Sudarsun Santhiappan

CoRR, 2022

2021

GrabQC: Graph Based Query Contextualization for Automated ICD Coding.

Jeshuren Chelladurai, Sudarsun Santhiappan, Balaraman Ravindran

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Is it hard to learn a classifier on this dataset?

Sudarsun Santhiappan, Nitin Shravan, Balaraman Ravindran

Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021

A semi-supervised approach to growing classification trees.

Sudarsun Santhiappan, Balaraman Ravindran

Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021

2018

A novel topic modeling based weighting framework for class imbalance learning.

Sudarsun Santhiappan, Jeshuren Chelladurai, Balaraman Ravindran

Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, 2018