Sudarsun Santhiappan

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Manually Constructed

Class Imbalance

Electronic Health Records

Electronic Documents

Top Venues

Int. J. Data Sci. Anal.

Publications

Sudarsun Santhiappan, Mukesh Kumar Reghu, Mahendran Saminathan, Aakash Veerappan
Speeding up LIME using Attention Weights. COMAD/CODS (2024)
Sudarsun Santhiappan, Jeshuren Chelladurai, Balaraman Ravindran
TOMBoost: a topic modeling based boosting approach for learning with class imbalance. Int. J. Data Sci. Anal. 17 (4) (2024)
Sudarsun Santhiappan, Nitin Shravan, Balaraman Ravindran
Clustering Indices based Automatic Classification Model Selection. CoRR (2023)
Anand Subramanian, Praveen Kumar Suresh, Sudarsun Santhiappan
A robust section identification method for scanned electronic health records. COMAD/CODS (2023)
Bharath Sripathy, Harinath Krishnamoorthy, Sudarsun Santhiappan
BUDDI Table Factory: A toolbox for generating synthetic documents with annotated tables and cells. COMAD/CODS (2023)
Jeshuren Chelladurai, Sudarsun Santhiappan, Balaraman Ravindran
GrabQC: Graph based Query Contextualization for automated ICD coding. CoRR (2022)
Nandhinee PR, Harinath Krishnamoorthy, Koushik Srivatsan, Anil Goyal, Sudarsun Santhiappan
DEXTER: An end-to-end system to extract table contents from electronic medical health documents. CoRR (2022)
Sudarsun Santhiappan, Balaraman Ravindran
A semi-supervised approach to growing classification trees. COMAD/CODS (2021)
Sudarsun Santhiappan, Nitin Shravan, Balaraman Ravindran
Is it hard to learn a classifier on this dataset? COMAD/CODS (2021)
Jeshuren Chelladurai, Sudarsun Santhiappan, Balaraman Ravindran
GrabQC: Graph Based Query Contextualization for Automated ICD Coding. PAKDD (1) (2021)
Sudarsun Santhiappan, Jeshuren Chelladurai, Balaraman Ravindran
A novel topic modeling based weighting framework for class imbalance learning. COMAD/CODS (2018)