Hajar Homayouni

20 papers C 2Misc 1Journal 5Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
A comprehensive evaluation framework for synthetic medical tabular data generation.
J. Biomed. Informatics
Anastasia Kurakova, Hajar Homayouni
2025 — conf
An Evaluation Framework for Software Unit Tests Generated by Large Language Models.
ISSREW
Steven T. Nguyen, Smita Bharath, Hajar Homayouni
2025 J jnl
SynLLM: A Comparative Analysis of Large Language Models for Medical Tabular Synthetic Data Generation via Prompt Engineering.
CoRR
Arshia Ilaty, Hossein Shirazi, Hajar Homayouni
2025 J jnl
Temp-SCONE: A Novel Out-of-Distribution Detection and Domain Generalization Framework for Wild Data with Temporal Shift.
CoRR
Aditi Naiknaware, Sanchit Singh, Hajar Homayouni, Salimeh Sekeh
2025 — conf
Transformer-Based Topic Mapping and GPT-Driven Hierarchical Taxonomy in Cardiovascular Research.
ICDM (Workshops)
Rakin Talukder, Hossein Shirazi, Ashmita Shishodia, Sabnam Pandit, Hajar Homayouni
2024 — conf
Anomaly Detection and Interpretation from Tabular Data Using Transformer Architecture.
ICDM (Workshops)
Hajar Homayouni, Hamed Aghayarzadeh, Indrakshi Ray, Hossein Shirazi
2024 — conf
Comprehensive Functional ETL Testing Methodologies for Real-World Data.
QRS Companion
Hajar Homayouni, Maryam Mary Pourebadi, Steven T. Nguyen, Mohammad Hashemi, Hossein Shirazi
2024 C conf
Gender Gap Analysis in Cardiovascular Research.
HealthCom
Diana Rozenshteyn, Hajar Homayouni
2024 — conf
Investigating Influential COVID-19 Perspectives: A Multifaceted Analysis of Twitter Discourse.
SocialSec
Shadaab Kawnain Bashir, Hossein Shirazi, Noushin Salek Faramarzi, Thomas Harris, Ashmita Shishodia, Hajar Homayouni, Indrakshi Ray
2024 — conf
Synergy of GPT-3 Summarization and Vision-Encoder-Decoder for Chest X-ray Captioning.
CCECE
Abdellah Jnaini, Hossein Shirazi, Hajar Homayouni
2023 — conf
Synthetic High-Resolution COVID-19 Chest X-Ray Generation.
ACSW
Sehajpreet Kaur, Shivansh Kumar, Hajar Homayouni
2022 — conf
A Methodology for Energy Usage Prediction in Long-Lasting Abnormal Events.
CogMI
Gabriele Maurina, Hajar Homayouni, Sudipto Ghosh, Indrakshi Ray, Gerald P. Duggan
2021 J jnl
Anomaly Detection in COVID-19 Time-Series Data.
SN Comput. Sci.
Hajar Homayouni, Indrakshi Ray, Sudipto Ghosh, Shlok Gondalia, Michael G. Kahn
2021 — conf
Detecting Temporal Dependencies in Data.
BICOD
Joaquin Cuomo, Hajar Homayouni, Indrakshi Ray, Sudipto Ghosh
2020 — conf
An Autocorrelation-based LSTM-Autoencoder for Anomaly Detection on Time-Series Data.
IEEE BigData
Hajar Homayouni, Sudipto Ghosh, Indrakshi Ray, Shlok Gondalia, Jerry Duggan, Michael G. Kahn
2019 Misc conf
ADQuaTe: An Automated Data Quality Test Approach for Constraint Discovery and Fault Detection.
IRI
Hajar Homayouni, Sudipto Ghosh, Indrakshi Ray
2019 — conf
An Interactive Data Quality Test Approach for Constraint Discovery and Fault Detection.
IEEE BigData
Hajar Homayouni, Sudipto Ghosh, Indrakshi Ray, Michael G. Kahn
2019 J jnl
Chapter Five - Data Warehouse Testing.
Adv. Comput.
Hajar Homayouni, Sudipto Ghosh, Indrakshi Ray
2018 C conf
An Approach for Testing the Extract-Transform-Load Process in Data Warehouse Systems.
IDEAS
Hajar Homayouni, Sudipto Ghosh, Indrakshi Ray
2018 — conf
Testing Extract-Transform-Load Process in Data Warehouse Systems.
ISSRE Workshops
Hajar Homayouni