| 2025 | FlAIRS | A New MDL-based Clustering Algorithm. | Zdravko Markov |
| 2017 | SIGCSE | An Introduction to the Weka Data Mining System (Abstract Only). | Ingrid Russell, Zdravko Markov |
| 2016 | FlAIRS | FLAIRS-29 Poster Abstracts. | Zdravko Markov, Ingrid Russell |
| 2015 | ICMLA | MDL-based Hierarchical Clustering. | Zdravko Markov |
| 2013 | FlAIRS | MDL-Based Unsupervised Attribute Ranking. | Zdravko Markov |
| 2011 | ITiCSE | A contextualized project-based approach for improving student engagement and learning in AI courses. | Ingrid Russell, Zdravko Markov, Joy Dagher |
| 2008 | FDG | Integrating games and machine learning in the undergraduate computer science classroom. | Scott A. Wallace, Ingrid Russell, Zdravko Markov |
| 2006 | FlAIRS | Clue Deduction: Professor Plum Teaches Logic. | Todd W. Neller, Zdravko Markov, Ingrid Russell |
| 2006 | ITiCSE | An introduction to the WEKA data mining system. | Zdravko Markov, Ingrid Russell |
| 2006 | ITiCSE | Teaching AI through machine learning projects. | Ingrid Russell, Zdravko Markov, Todd W. Neller |
| 2002 | FlAIRS | An Algorithm for Inducing Least Generalization Under Relative Implication. | Svetla Boytcheva, Zdravko Markov |
| 2001 | FlAIRS | A Lattice-Based Approach to Hierarchical Clustering. | Zdravko Markov |
| 2000 | AIMSA | Coverage-Based Semi-distance between Horn Clauses. | Zdravko Markov, Ivo Marinchev |
| 2000 | FlAIRS | An Algebraic Approach to Inductive Learning. | Zdravko Markov |
| 1998 | AIMSA | A Framework for Inductive Learning Based on Subsumption Lattices. | Zdravko Markov, Nikolay Pelov |
| 1998 | ILP | Generalization under Implication by lambda-Subsumption. | Zdravko Markov |
| 1996 | ILP | Lambda-Subsumption and Its Application to Learning from Positive-only Examples. | Zdravko Markov |
| 1992 | AIMSA | Grammar Representation and Parsing in a Data-Driven Logic Programming Environment. | Lydia Sinapova, Zdravko Markov |
| 1992 | ICML | An Approach to Concept Learning Based on Term Generalization. | Zdravko Markov |
| 1990 | AIMSA | Logical Inference in a Network Environment. | Zdravko Markov, Christo Dichev |
| 1990 | ECAI | Default Reasoning in a Network Environment. | Zdravko Markov, Lydia Sinapova, Christo Dichev |
| 1990 | JELIA | The Net-Clause Language - A Tool for Data-Driven Inference. | Zdravko Markov, Christo Dichev |
| 1988 | AIMSA | Prolog Based Graph Representation of Polyhedra. | Zdravko Markov, Th. Risse |
| 1988 | AIMSA | Problems of Diagnostic Knowledge Processing. | Vassil Stoyanov Sgurev, Danail Dochev, Christo Dichev, Genadi Agre, Zdravko Markov |
| 1986 | AIMSA | An Approach to Compiling PROLOG Programs. | Zdravko Markov, Danail Dochev, Christo Dichev, Genadi Agre |
| 1986 | AIMSA | Knowledge Acquisition and Man-Machine Interface in the Digs Expert System. | Vassil Stoyanov Sgurev, Danail Dochev, Genadi Agre, Christo Dichev, Zdravko Markov |
| 1984 | AIMSA | DIGS: A Domain Independent Expert System for Technical Diagnostics . | Vassil Stoyanov Sgurev, Danail Dochev, Christo Dichev, Genadi Agre, Zdravko Markov |