| Selecting features for intrusion detection: A feature relevance analysis on KDD 99 intrusion detection datasets HG Kayacik, AN Zincir-Heywood, MI Heywood Proceedings of the third annual conference on privacy, security and trust 94 …, 2005 | 560 | 2005 |
| Host-based intrusion detection using self-organizing maps P Lichodzijewski, AN Zincir-Heywood, MI Heywood Proceedings of the 2002 International Joint Conference on Neural Networks …, 2002 | 260 | 2002 |
| On the capability of an SOM based intrusion detection system HG Kayacik, AN Zincir-Heywood, MI Heywood Proceedings of the International Joint Conference on Neural Networks, 2003 …, 2003 | 229 | 2003 |
| A hierarchical SOM-based intrusion detection system HG Kayacik, AN Zincir-Heywood, MI Heywood Engineering applications of artificial intelligence 20 (4), 439-451, 2007 | 226 | 2007 |
| Training genetic programming on half a million patterns: an example from anomaly detection D Song, MI Heywood, AN Zincir-Heywood IEEE transactions on evolutionary computation 9 (3), 225-239, 2005 | 202 | 2005 |
| Analyzing data granularity levels for insider threat detection using machine learning DC Le, N Zincir-Heywood, MI Heywood IEEE Transactions on Network and Service Management 17 (1), 30-44, 2020 | 152 | 2020 |
| Comparing and combining dimension reduction techniques for efficient text clustering B Tang, M Shepherd, E Milios, MI Heywood Proceeding of SIAM international workshop on feature selection for data …, 2005 | 120 | 2005 |
| UV microstereolithography system that uses spatial light modulator technology C Chatwin, M Farsari, S Huang, M Heywood, P Birch, R Young, ... Applied optics 37 (32), 7514-7522, 1998 | 94 | 1998 |
| A linear genetic programming approach to intrusion detection D Song, MI Heywood, AN Zincir-Heywood Genetic and Evolutionary Computation—GECCO 2003: Genetic and Evolutionary …, 2003 | 83 | 2003 |
| Input partitioning to mixture of experts B Tang, MI Heywood, M Shepherd Proceedings of the 2002 International Joint Conference on Neural Networks …, 2002 | 80 | 2002 |
| GP classification under imbalanced data sets: Active sub-sampling and AUC approximation J Doucette, MI Heywood European Conference on Genetic Programming, 266-277, 2008 | 79 | 2008 |
| Managing team-based problem solving with symbiotic bid-based genetic programming P Lichodzijewski, MI Heywood Proceedings of the 10th annual conference on Genetic and evolutionary …, 2008 | 77 | 2008 |
| Emergent tangled graph representations for Atari game playing agents S Kelly, MI Heywood Genetic Programming: 20th European Conference, EuroGP 2017, Amsterdam, The …, 2017 | 60 | 2017 |
| Dynamic page based crossover in linear genetic programming MI Heywood, AN Zincir-Heywood IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 32 …, 2002 | 58 | 2002 |
| Symbiosis, complexification and simplicity under GP P Lichodzijewski, MI Heywood Proceedings of the 12th annual conference on Genetic and evolutionary …, 2010 | 57 | 2010 |
| Comparing dimension reduction techniques for document clustering B Tang, M Shepherd, MI Heywood, X Luo Advances in Artificial Intelligence: 18th Conference of the Canadian Society …, 2005 | 57 | 2005 |
| On botnet detection with genetic programming under streaming data, label budgets and class imbalance S Khanchi, A Vahdat, MI Heywood, AN Zincir-Heywood Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2018 | 54 | 2018 |
| Data analytics on network traffic flows for botnet behaviour detection DC Le, AN Zincir-Heywood, MI Heywood 2016 IEEE symposium series on computational intelligence (SSCI), 1-7, 2016 | 54 | 2016 |
| Scaling genetic programming to large datasets using hierarchical dynamic subset selection R Curry, P Lichodzijewski, MI Heywood IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 37 …, 2007 | 54 | 2007 |
| Multi-task learning in atari video games with emergent tangled program graphs S Kelly, MI Heywood Proceedings of the Genetic and Evolutionary Computation Conference, 195-202, 2017 | 51 | 2017 |
Nur Zincir-HeywoodProfessor of Computer Science, Dalhousie UniversityVerified email at cs.dal.ca
