Automatic Determination of Anatomical Correspondences for Multimodal Field of View Correction. - Hima Patel; Karthik S. Gurumoorthy; Sheshadri R. Thiruvenkadam (GCPR, 2014)

A multi-instance learning algorithm based on a stacked ensemble of lazy learners. - Ramasubramanian Sundararajan; Hima Patel; Manisha Srivastava (CoRR, 2014)

An SVM Based Approach for Cardiac View Planning. - Ramasubramanian Sundararajan; Hima Patel; Dattesh Shanbhag; Vivek Vaidya 001 (CoRR, 2014)

Feedback-Based Keyphrase Extraction from Unstructured Text Documents. - Nishtha Madaan; Mudit Saxena; Hima Patel; Sameep Mehta (COMSNETS, 2020)

Overview and Importance of Data Quality for Machine Learning Tasks. - Abhinav Jain 001; Hima Patel; Lokesh Nagalapatti; Nitin Gupta 005; Sameep Mehta; Shanmukha C. Guttula; Shashank Mujumdar; Shazia Afzal; Ruhi Sharma Mittal; Vitobha Munigala (KDD, 2020)

A Neural Architecture for Person Ontology population. - Balaji Ganesan; Riddhiman Dasgupta; Akshay Parekh; Hima Patel; Berthold Reinwald (CoRR, 2020)

Data Augmentation for Personal Knowledge Graph Population. - Lingraj S. Vannur; Lokesh Nagalapatti; Balaji Ganesan; Hima Patel (CoRR, 2020)

Link Prediction using Graph Neural Networks for Master Data Management. - Balaji Ganesan; Gayatri Mishra; Srinivas Parkala; Neeraj R. Singh; Hima Patel; Somashekar Naganna (CoRR, 2020)

Towards a Multi-modal, Multi-task Learning based Pre-training Framework for Document Representation Learning. - Subhojeet Pramanik; Shashank Mujumdar; Hima Patel (CoRR, 2020)

Explainable Link Prediction for Privacy-Preserving Contact Tracing. - Balaji Ganesan; Hima Patel; Sameep Mehta (CoRR, 2020)

Data Quality for Machine Learning Tasks. - Nitin Gupta 005; Shashank Mujumdar; Hima Patel; Satoshi Masuda; Naveen Panwar; Sambaran Bandyopadhyay; Sameep Mehta; Shanmukha C. Guttula; Shazia Afzal; Ruhi Sharma Mittal; Vitobha Munigala (KDD, 2021)

2nd International Workshop on Data Quality Assessment for Machine Learning. - Hima Patel; Fuyuki Ishikawa; Laure Berti-Équille; Nitin Gupta 005; Sameep Mehta; Satoshi Masuda; Shashank Mujumdar; Shazia Afzal; Srikanta Bedathur; Yasuharu Nishi (KDD, 2021)

Data-Debugging Through Interactive Visual Explanations. - Shazia Afzal; Arunima Chaudhary; Nitin Gupta 005; Hima Patel; Carolina Spina; Dakuo Wang (PAKDD (Workshops), 2021)

1st International Workshop on Data Assessment and Readiness for AI. - Bortik Bandyopadhyay; Sambaran Bandyopadhyay; Srikanta Bedathur; Nitin Gupta 005; Sameep Mehta; Shashank Mujumdar; Srinivasan Parthasarathy 001; Hima Patel (PAKDD (Workshops), 2021)

Data Augmentation for Fairness in Personal Knowledge Base Population. - Lingraj S. Vannur; Balaji Ganesan; Lokesh Nagalapatti; Hima Patel; M. N. Tippeswamy (PAKDD (Workshops), 2021)

Data Readiness Report. - Shazia Afzal; Rajmohan C; Manish Kesarwani; Sameep Mehta; Hima Patel (SMDS, 2021)

Data Quality Toolkit: Automatic assessment of data quality and remediation for machine learning datasets. - Nitin Gupta 005; Hima Patel; Shazia Afzal; Naveen Panwar; Ruhi Sharma Mittal; Shanmukha C. Guttula; Abhinav Jain 001; Lokesh Nagalapatti; Sameep Mehta; Sandeep Hans; Pranay Lohia; Aniya Aggarwal; et al. (CoRR, 2021)

Automatic Assessment of Quality of your Data for AI. - Hima Patel; Nitin Gupta 005; Naveen Panwar; Ruhi Sharma Mittal; Sameep Mehta; Shanmukha C. Guttula; Shashank Mujumdar; Shazia Afzal; Srikanta Bedathur; Vitobha Munigala (COMAD/CODS, 2022)

Advances in Exploratory Data Analysis, Visualisation and Quality for Data Centric AI Systems. - Hima Patel; Shanmukha C. Guttula; Ruhi Sharma Mittal; Naresh Manwani; Laure Berti-Équille; Abhijit Manatkar (KDD, 2022)

Conversational GUI for Semantic Automation Layer. - Daniel Karl I. Weidele; Gaetano Rossiello; Gregory Bramble; Abel N. Valente; Sugato Bagchi; Md. Faisal Mahbub Chowdhury; Mauro Martino; Nandana Mihindukulasooriya; Haritha Ananthakrishnan; Hendrik Strobelt; Hima Patel; Alfio Massimiliano Gliozzo; et al. (ISWC (Posters/Demos/Industry), 2023)

Identifying Semantically Difficult Samples to Improve Text Classification. - Shashank Mujumdar; Stuti Mehta; Hima Patel; Suman K. Mitra (CoRR, 2023)

Multi-Intent Detection in User Provided Annotations for Programming by Examples Systems. - Nischal Ashok Kumar; Nitin Gupta 005; Shanmukha C. Guttula; Hima Patel (CoRR, 2023)

A Data-centric AI Framework for Automating Exploratory Data Analysis and Data Quality Tasks. - Hima Patel; Shanmukha C. Guttula; Nitin Gupta 005; Sandeep Hans; Ruhi Sharma Mittal; Lokesh Nagalapatti (ACM J. Data Inf. Qual., 2023)

ILAEDA: An Imitation Learning Based Approach for Automatic Exploratory Data Analysis. - Abhijit Manatkar; Devarsh Patel; Hima Patel; Naresh Manwani (AIMLSystems, 2024)

Data-Prep-Kit: getting your data ready for LLM application development. - David Wood; Boris Lublinsky; Alexy Roytman; Shivdeep Singh; Constantin Adam; Abdulhamid Adebayo; Sungeun An; Yuan Chi Chang; Xuan-Hong Dang; Nirmit Desai; Michele Dolfi; Hajar Emami-Gohari; et al. (IEEE Big Data, 2024)

Data preparation for fine tuning Large Language Models. - Parameswaran Selvam; Hima Patel; Saptha Surendran; Shivdeep Singh (COMAD/CODS (December), 2024)

An Automatic Prompt Generation System for Tabular Data Tasks. - Ashlesha Akella; Abhijit Manatkar; Brijkumar Chavda; Hima Patel (NAACL (Industry Track), 2024)

xLP: Explainable Link Prediction for Master Data Management. - Balaji Ganesan; Matheen Ahmed Pasha; Srinivas Parkala; Neeraj R. Singh; Gayatri Mishra; Sumit Bhatia; Hima Patel; Somashekar Naganna; Sameep Mehta (CoRR, 2024)

Granite Code Models: A Family of Open Foundation Models for Code Intelligence. - Mayank Mishra; Matt Stallone; Gaoyuan Zhang; Yikang Shen; Aditya Prasad; Adriana Meza Soria; Michele Merler; Parameswaran Selvam; Saptha Surendran; Shivdeep Singh; Manish Sethi; Xuan-Hong Dang; et al. (CoRR, 2024)

An Automatic Prompt Generation System for Tabular Data Tasks. - Ashlesha Akella; Abhijit Manatkar; Brij Chavda; Hima Patel (CoRR, 2024)

Scaling Granite Code Models to 128K Context. - Matt Stallone; Vaibhav Saxena; Leonid Karlinsky; Bridget McGinn; Tim Bula; Mayank Mishra; Adriana Meza Soria; Gaoyuan Zhang; Aditya Prasad; Yikang Shen; Saptha Surendran; Shanmukha C. Guttula; et al. (CoRR, 2024)

RAC-GAN: Iterative Dual-Objective Over and Under Sampling for Imbalanced Datasets. - Nitin Gupta 005; Shashank Mujumdar; Ruhi Sharma Mittal; Hima Patel (ICASSP, 2025)

LLM-Aided Customizable Profiling of Code Data Based On Programming Language Concepts. - Pankaj Thorat; Adnan Qidwai; Adrija Dhar; Aishwariya Chakraborty; Anand Eswaran; Hima Patel; Praveen Jayachandran (CoRR, 2025)