| Machine learning and BIM visualization for maintenance issue classification and enhanced data collection JJ McArthur, N Shahbazi, R Fok, C Raghubar, B Bortoluzzi, A An Advanced Engineering Informatics 38, 101-112, 2018 | 106 | 2018 |
| Representation bias in data: A survey on identification and resolution techniques N Shahbazi, Y Lin, A Asudeh, HV Jagadish ACM Computing Surveys 55 (13s), 1-39, 2023 | 39 | 2023 |
| A survey on techniques for identifying and resolving representation bias in data N Shahbazi, Y Lin, A Asudeh, HV Jagadish CoRR, abs/2203.11852, 2022 | 22 | 2022 |
| Forex market prediction using NARX neural network with bagging N Shahbazi, M Memarzadeh, J Gryz MATEC Web of Conferences 68, 19001, 2016 | 13 | 2016 |
| Through the fairness lens: Experimental analysis and evaluation of entity matching N Shahbazi, N Danevski, F Nargesian, A Asudeh, D Srivastava arXiv preprint arXiv:2307.02726, 2023 | 10 | 2023 |
| Building fp-tree on the fly: Single-pass frequent itemset mining N Shahbazi, R Soltani, J Gryz, A An Machine Learning and Data Mining in Pattern Recognition: 12th International …, 2016 | 10 | 2016 |
| Truncated SVD-based Feature Engineering for Music Recommendation N Shahbazi, M Chahhou, J Gryz The 11th ACM International Conference on Web Search and Data Mining (WSDM …, 2017 | 4 | 2017 |
| Futility of a Right to Explanation. J Gryz, N Shahbazi EDBT/ICDT Workshops, 72-75, 2020 | 3 | 2020 |
| Data coverage for detecting representation bias in image datasets: A crowdsourcing approach M Mousavi, N Shahbazi, A Asudeh arXiv preprint arXiv:2306.13868, 2023 | 2 | 2023 |
| Data-centric reliability evaluation of individual predictions N Shahbazi, A Asudeh CoRR, abs/2204.07682, 2022 | 2 | 2022 |
| Upper bound on the size of fp-tree N Shahbazi, J Gryz European Conference on Advances in Databases and Information Systems, 23-33, 2020 | 2 | 2020 |
| Memory efficient frequent itemset mining N Shahbazi, R Soltani, J Gryz Machine Learning and Data Mining in Pattern Recognition: 14th International …, 2018 | 2 | 2018 |
| Coverage-based Data-centric Approaches for Responsible and Trustworthy AI. N Shahbazi, M Erfanian, A Asudeh IEEE Data Eng. Bull. 47 (1), 3-17, 2024 | 1 | 2024 |
| PopSim: An Individual-level Population Simulator for Equitable Allocation of City Resources KD Nguyen, N Shahbazi, A Asudeh arXiv preprint arXiv:2305.02204, 2023 | 1 | 2023 |
| Data-Centric Distrust Quantification for Responsible AI: When Data-driven Outcomes Are Not Reliable N Shahbazi, A Asudeh CoRR, abs/2204.07682, 2022 | 1 | 2022 |
| Reliability evaluation of individual predictions: a data-centric approach N Shahbazi, A Asudeh The VLDB Journal, 1-28, 2024 | | 2024 |
| FairHash: A Fair and Memory/Time-efficient Hashmap N Shahbazi, S Sintos, A Asudeh Proceedings of the ACM on Management of Data 2 (3), 1-29, 2024 | | 2024 |
| Fairness-Aware Data Preparation for Entity Matching N Shahbazi, J Wang, Z Miao, N Bhutani 2024 IEEE 40th International Conference on Data Engineering (ICDE), 3476-3489, 2024 | | 2024 |
| Valuation of homes using geographic regions of varying granularity N Shahbazi, M Chahhou, J Meyer, S Su US Patent App. 18/398,481, 2024 | | 2024 |
| REQUAL-LM: Reliability and Equity through Aggregation in Large Language Models S Ebrahimi, N Shahbazi, A Asudeh arXiv preprint arXiv:2404.11782, 2024 | | 2024 |
