| 2026 | DaWaK | Leveraging Tattoo Description Classification in Historical Record Linkage. | Eric Sartor, Jrmy Foxcroft, Luiza Antonie |
| 2025 | AI | Comparing Traditional and Deep Learning Approaches for Product Matching: Performance on Unseen Entities. | Jrmy Foxcroft, Eric Sartor, Luiza Antonie |
| 2024 | PAKDD | Class Ratio and Its Implications for Reproducibility and Performance in Record Linkage. | Jrmy Foxcroft, Peter Christen, Luiza Antonie |
| 2021 | AI | Product Matching Lessons and Recommendations from a Real World Application. | Jrmy Foxcroft, Tianle Chen, Kanchana Padmanabhan, Brian Keng, Luiza Antonie |
| 2019 | AI | Name2Vec: Personal Names Embeddings. | Jrmy Foxcroft, Adrian d'Alessandro, Luiza Antonie |
| 2018 | ICMLA | Bias Evaluation of Professors' Reviews. | Luiza Antonie, Jrmy Foxcroft, Gary Grwal, Nirmal Narayanan, Miana Plesca, Rosina Ramirez |
| 2017 | AI | Automatic Household Identification for Historical Census Data. | Luiza Antonie, Gary Grwal, Kris Inwood, Shada Zarti |
| 2016 | ICDM | Historical Data Integration a Study of WWI Canadian Soldiers. | Luiza Antonie, Harshavardhan Gadgil, Gary William Grewal, Kris Inwood |
| 2016 | SAC | Redundancy reduction: does it help associative classifiers? | Luiza Antonie, Osmar R. Zaane, Robert C. Holte |
| 2015 | ICMLA | Analyzing the Gender Wage Gap in Ontario's Public Sector. | Luiza Antonie, Andrew D'Angelo, Gary Grwal, Miana Plesca |
| 2014 | ICDM | Comparing Classifiers in Historical Census Linkage. | Laura Richards, Luiza Antonie, Shawki Areibi, Gary William Grewal, Kris Inwood, J. Andrew Ross |
| 2011 | SAC | Classifying microarray data with association rules. | Luiza Antonie, Kyrylo Bessonov |