A novel topic modeling based weighting framework for class imbalance learning. - Sudarsun Santhiappan; Jeshuren Chelladurai; Balaraman Ravindran (COMAD/CODS, 2018)

A semi-supervised approach to growing classification trees. - Sudarsun Santhiappan; Balaraman Ravindran (COMAD/CODS, 2021)

Is it hard to learn a classifier on this dataset? - Sudarsun Santhiappan; Nitin Shravan; Balaraman Ravindran (COMAD/CODS, 2021)

GrabQC: Graph Based Query Contextualization for Automated ICD Coding. - Jeshuren Chelladurai; Sudarsun Santhiappan; Balaraman Ravindran (PAKDD (1), 2021)

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)

BUDDI Table Factory: A toolbox for generating synthetic documents with annotated tables and cells. - Bharath Sripathy; Harinath Krishnamoorthy; Sudarsun Santhiappan (COMAD/CODS, 2023)

A robust section identification method for scanned electronic health records. - Anand Subramanian 004; Praveen Kumar Suresh; Sudarsun Santhiappan (COMAD/CODS, 2023)

Clustering Indices based Automatic Classification Model Selection. - Sudarsun Santhiappan; Nitin Shravan; Balaraman Ravindran (CoRR, 2023)

Speeding up LIME using Attention Weights. - Sudarsun Santhiappan; Mukesh Kumar Reghu; Mahendran Saminathan; Aakash Veerappan (COMAD/CODS, 2024)

TOMBoost: a topic modeling based boosting approach for learning with class imbalance. - Sudarsun Santhiappan; Jeshuren Chelladurai; Balaraman Ravindran (Int. J. Data Sci. Anal., 2024)