| 2025 | RANLP | Enhancing Transformer-Based Rerankers with Synthetic Data and LLM-Based Supervision. | Dimitar Peshevski, Kiril Blazhevski, Martin Popovski, Gjorgji Madjarov |
| 2023 | ICDM | LogGC: Novel Approach for Graph-based Log Anomaly Detection. | Stefan Andonov, Gjorgji Madjarov |
| 2015 | HAIS | Twitter Sentiment Analysis Using Deep Convolutional Neural Network. | Dario Stojanovski, Gjorgji Strezoski, Gjorgji Madjarov, Ivica Dimitrovski |
| 2015 | HAIS | Content Based Image Retrieval for Large Medical Image Corpus. | Gjorgji Strezoski, Dario Stojanovski, Ivica Dimitrovski, Gjorgji Madjarov |
| 2015 | IDEAL | Web Genre Classification via Hierarchical Multi-label Classification. | Gjorgji Madjarov, Vedrana Vidulin, Ivica Dimitrovski, Dragi Kocev |
| 2014 | DIS | Medical Image Retrieval Using Multimodal Data. | Ivan Kitanovski, Ivica Dimitrovski, Gjorgji Madjarov, Suzana Loskovska |
| 2012 | HAIS | Hybrid Decision Tree Architecture Utilizing Local SVMs for Multi-Label Classification. | Gjorgji Madjarov, Dejan Gjorgjevikj |
| 2011 | IBPRIA | Dual Layer Voting Method for Efficient Multi-label Classification. | Gjorgji Madjarov, Dejan Gjorgjevikj, Saso Dzeroski |