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Author

Hima Patel

Observed name: Patel, Hima
ORCID: 0000-0002-0031-8428
Observed ORCID: 0000-0002-0031-8428
OpenAlex ID: A5102917997
Overview and Importance of Data Quality for Machine Learning Tasks
2020 · Abhinav Jain, Hima Patel, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 315
Data Quality for Machine Learning Tasks
2021 · Nitin Gupta, Shashank Mujumdar, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 127
A Data-centric AI Framework for Automating Exploratory Data Analysis and Data Quality Tasks
2023 · Hima Patel, Shanmukha Guttula, et al. · Journal of Data and Information Quality · 28
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Advances in Exploratory Data Analysis, Visualisation and Quality for Data Centric AI Systems
2022 · Hima Patel, Shanmukha Guttula, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 26
Data Readiness Report
2021 · Shazia Afzal, C Rajmohan, et al. · IEEE International Conference on Smart Data Services (SMDS) · 25
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Data Quality Toolkit: Automatic assessment of data quality and remediation for machine learning datasets
2021 · Gupta, Nitin, Patel, Hima, et al. · arXiv (Cornell University) · 22
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Granite Code Models: A Family of Open Foundation Models for Code Intelligence
2024 · Mishra, Mayank, Stallone, Matt, et al. · arXiv (Cornell University) · 16
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Automatic Assessment of Quality of your Data for AI
2022 · Hima Patel, Nitin Gupta, et al. · Joint International Conference on Data Science & Management of Data (CODS-COMAD) · 14
Data Augmentation for Fairness in Personal Knowledge Base Population
2021 · Lingraj S. Vannur, Balaji Ganesan, et al. · Lecture notes in computer science · 13
Towards a Multi-modal, Multi-task Learning based Pre-training Framework for Document Representation Learning
2020 · Pramanik, Subhojeet, Mujumdar, Shashank, et al. · arXiv (Cornell University) · 13
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2nd International Workshop on Data Quality Assessment for Machine Learning
2021 · Hima Patel, Fuyuki Ishikawa, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 6
Link Prediction using Graph Neural Networks for Master Data Management
2020 · Ganesan, Balaji, Parkala, Srinivas, et al. · arXiv (Cornell University) · 6
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Data Augmentation for Personal Knowledge Graph Population.
2020 · Lingraj S. Vannur, Lokesh Nagalapatti, et al. · arXiv (Cornell University) · 5
An Automatic Prompt Generation System for Tabular Data Tasks
2024 · Ashlesha Akella, Abhijit Manatkar, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 4
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Data-Debugging Through Interactive Visual Explanations
2021 · Shazia Afzal, Arunima Chaudhary, et al. · Lecture notes in computer science · 4
A Neural Architecture for Person Ontology population
2020 · Ganesan, Balaji, Dasgupta, Riddhiman, et al. · arXiv (Cornell University) · 4
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Data-Prep-Kit: getting your data ready for LLM application development
2024 · David Wood, Boris Lublinsky, et al. · IEEE International Conference on Big Data (BigData) · 3
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Explainable Link Prediction for Privacy-Preserving Contact Tracing
2020 · Ganesan, Balaji, Patel, Hima, et al. · arXiv (Cornell University) · 3
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1st International Workshop on Data Assessment and Readiness for AI
2021 · Bortik Bandyopadhyay, Sambaran Bandyopadhyay, et al. · Lecture notes in computer science · 2
Data Augmentation for Personal Knowledge Base Population
2020 · Vannur, Lingraj S, Ganesan, Balaji, et al. · arXiv (Cornell University) · 2
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Feedback-Based Keyphrase Extraction from Unstructured Text Documents
2020 · Nishtha Madaan, Mudit Saxena, et al. · International Conference on Communication Systems & Networks (COMSNETS) · 2
Automatic Determination of Anatomical Correspondences for Multimodal Field of View Correction
2014 · Hima Patel, Karthik Gurumoorthy, et al. · Lecture notes in computer science · 2
RAC-GAN: Iterative Dual-Objective Over and Under Sampling for Imbalanced Datasets
2025 · Nitin Gupta, Shashank Mujumdar, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 1
Data preparation for fine tuning Large Language Models
2024 · Parameswaran Selvam, Hima Patel, et al. · Joint International Conference on Data Science & Management of Data (CODS-COMAD) · 1
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ILAEDA: An Imitation Learning Based Approach for Automatic Exploratory Data Analysis
2024 · Abhijit Manatkar, Devarsh Patel, et al. · International Conference on AI-ML Systems (AIMLSystems) · 1
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Works count: 43
Citation count: 646
H-index: 10
I10-index: 10
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