Essam Debie

Essam Debie 

Senior Lecturer
University of Canberra, ACT, Australia

I am senior research fellow with the school of Engineering and Information Technology - University of New South Wales - Canberra. My research interests lie in the area of Artificial Intelligence, human robot/swarm interactions, spanning the design and implementation, studying the impact of such interactions on human performance, developing methodologies for improving mission effectiveness of teams comprising humans and robots.

Selected Publications

The following papers provide a good overview of my research:

  • Essam Debie, Raul F.R., Fidock, J., Barlow, M., Merrick, K., Anavatti, S., Garratt, M., and Abbass H.A., “MultiModal Fusion for Objective Assessment of Cognitive Workload: A Review”. IEEE Transactions on Cybernetics, accepted to appear, 2019.

  • Essam Debie, and Kamran Shafi. "Implications of the curse of dimensionality for supervised learning classifier systems: theoretical and empirical analyses." Pattern Analysis and Applications 22.2 (2019): 519-536.

  • Essam Debie, Kamran Shafi, Kathryn Merrick, and Chris Lokan, “On Taxonomy and Evaluation of Feature Selection based Learning Classifier System Ensemble Approaches for Data Mining Problems”, in Computational Intelligence, 2016

  • Essam Debie, Kamran Shafi, Kathryn Merrick, and Chris Lokan, “Performance analysis of rough set ensemble of learning classifier systems with differential evolution based rule discovery”, in Evolutionary Intelligence, 2016

  • Essam Debie, Kamran Shafi, Kathryn Merrick, and Chris Lokan, “Reduct based ensemble of learning classifier system for real-valued classification problems”, in Computational Intelligence and Ensemble Learning (CIEL), IEEE Symposium on. IEEE, 2013.

The full list can be found on Google Scholar

Teaching

Professional Activities

Editorial assistant for the IEEE Transactions on Artificial Intelligence

I regularly review for a number of international journals and conferences including: