| 2017 | GECCO | Automatic generation of domain-specific genetic algorithm operators using the hierarchical bayesian optimization algorithm. | Cezary Z. Janikow, Mark Hauschild |
| 2012 | GECCO | Image segmentation using a genetic algorithm and hierarchical local search. | Mark Hauschild, Sanjiv K. Bhatia, Martin Pelikan |
| 2012 | GECCO | Distance-based bias in model-directed optimization of additively decomposable problems. | Martin Pelikan, Mark Hauschild |
| 2012 | PPSN | Transfer Learning, Soft Distance-Based Bias, and the Hierarchical BOA. | Martin Pelikan, Mark Hauschild, Pier Luca Lanzi |
| 2011 | GECCO | Advanced neighborhoods and problem difficulty measures. | Mark Hauschild, Martin Pelikan |
| 2011 | GECCO | Second order heuristics in ACGP. | Cezary Z. Janikow, John W. Aleshunas, Mark Hauschild |
| 2011 | GECCO | Pairwise and problem-specific distance metrics in the linkage tree genetic algorithm. | Martin Pelikan, Mark Hauschild, Dirk Thierens |
| 2010 | GECCO | Network crossover performance on NK landscapes and deceptive problems. | Mark Hauschild, Martin Pelikan |
| 2010 | PPSN | Performance of Network Crossover on NK Landscapes and Spin Glasses. | Mark Hauschild, Martin Pelikan |
| 2009 | GECCO | Intelligent bias of network structures in the hierarchical BOA. | Mark Hauschild, Martin Pelikan |
| 2009 | GECCO | Performance of evolutionary algorithms on NK landscapes with nearest neighbor interactions and tunable overlap. | Martin Pelikan, Kumara Sastry, David E. Goldberg, Martin V. Butz, Mark Hauschild |
| 2008 | GECCO | Using previous models to bias structural learning in the hierarchical BOA. | Mark Hauschild, Martin Pelikan, Kumara Sastry, David E. Goldberg |
| 2008 | PPSN | Enhancing Efficiency of Hierarchical BOA Via Distance-Based Model Restrictions. | Mark Hauschild, Martin Pelikan |
| 2007 | CEC | Influence of selection and replacement strategies on linkage learning in BOA. | Cludio F. Lima, Martin Pelikan, David E. Goldberg, Fernando G. Lobo, Kumara Sastry, Mark Hauschild |
| 2007 | GECCO | Analyzing probabilistic models in hierarchical BOA on traps and spin glasses. | Mark Hauschild, Martin Pelikan, Cludio F. Lima, Kumara Sastry |