Hajar Homayouni

20 papers C 2Misc 1Journal 5Unranked 12

Year	Rank	Type	Title / 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