| 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 | 362 | 2005 |
| 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 | 203 | 2003 |
| 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 | 169 | 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 | 169 | 2002 |
| A hierarchical SOM-based intrusion detection system HG Kayacik, AN Zincir-Heywood, MI Heywood Engineering applications of artificial intelligence 20 (4), 439-451, 2007 | 161 | 2007 |
| 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 | 99 | 2005 |
| Dynamic intrusion detection using self-organizing maps P Lichodzijewski, AN Zincir-Heywood, MI Heywood The 14th Annual Canadian Information Technology Security Symposium (CITSS), 2002 | 95 | 2002 |
| 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 | 80 | 1998 |
| A linear genetic programming approach to intrusion detection D Song, MI Heywood, AN Zincir-Heywood Genetic and Evolutionary Computation Conference, 2325-2336, 2003 | 70 | 2003 |
| GP classification under imbalanced data sets: Active sub-sampling and AUC approximation J Doucette, MI Heywood European Conference on Genetic Programming, 266-277, 2008 | 63 | 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 | 61 | 2008 |
| Input partitioning to mixture of experts B Tang, MI Heywood, M Shepherd Proceedings of the 2002 International Joint Conference on Neural Networks …, 2002 | 57 | 2002 |
| 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 | 52 | 2002 |
| Resource review: Three open source systems for evolving programs–lilgp, ECJ and grammatical evolution GC Wilson, A Mc Intyre, MI Heywood Genetic programming and evolvable machines 5 (1), 103-105, 2004 | 46 | 2004 |
| Comparing dimension reduction techniques for document clustering B Tang, M Shepherd, MI Heywood, X Luo Conference of the Canadian Society for Computational Studies of Intelligence …, 2005 | 44 | 2005 |
| Comparing dimension reduction techniques for document clustering B Tang, M Shepherd, MI Heywood, X Luo Conference of the Canadian Society for Computational Studies of Intelligence …, 2005 | 44 | 2005 |
| Symbiosis, complexification and simplicity under GP P Lichodzijewski, MI Heywood Proceedings of the 12th annual conference on Genetic and evolutionary …, 2010 | 42 | 2010 |
| On evolving buffer overflow attacks using genetic programming HG Kayacik, M Heywood, N Zincir-Heywood Proceedings of the 8th annual conference on Genetic and evolutionary …, 2006 | 41 | 2006 |
| Register based genetic programming on FPGA computing platforms MI Heywood, AN Zincir-Heywood European Conference on Genetic Programming, 44-59, 2000 | 38 | 2000 |
| Fractional central moment method for movement-invariant object classification MI Heywood, PD Noakes IEE Proceedings-Vision, Image and Signal Processing 142 (4), 213-219, 1995 | 36 | 1995 |
Nur Zincir-HeywoodProfessor of Computer Science, Dalhousie UniversityVerified email at cs.dal.ca
