| 2007 | IDEAS | Feature Space Enrichment by Incorporation of Implicit Features for Effective Classification. | Abhishek Srivastava, Osmar R. Zaane, Maria-Luiza Antonie |
| 2006 | ICDM | Learning to Use a Learned Model: A Two-Stage Approach to Classification. | Maria-Luiza Antonie, Osmar R. Zaane, Robert C. Holte |
| 2005 | KES | On Pruning and Tuning Rules for Associative Classifiers. | Osmar R. Zaane, Maria-Luiza Antonie |
| 2005 | PAKDD | Considering Re-occurring Features in Associative Classifiers. | Rafal Rak, Wojciech Stach, Osmar R. Zaane, Maria-Luiza Antonie |
| 2002 | ADC | Classifying Text Documents by Associating Terms With Text Categories. | Osmar R. Zaane, Maria-Luiza Antonie |
| 2002 | ICDM | Text Document Categorization by Term Association. | Maria-Luiza Antonie, Osmar R. Zaane |
| 2002 | KDD | Associative Classifiers for Medical Images. | Maria-Luiza Antonie, Osmar R. Zaane, Alexandru Coman |
| 2002 | KDD | Mammography Classification By an Association Rule-based Classifier. | Osmar R. Zaane, Maria-Luiza Antonie, Alexandru Coman |
| 2001 | KDD | Application of Data Mining Techniques for Medical Image Classification. | Maria-Luiza Antonie, Osmar R. Zaane, Alexandru Coman |