Malcolm I. Heywood

	2009
52		Robert Curry, Malcolm I. Heywood: One-Class Genetic Programming. EuroGP 2009: 1-12
51		Hilmi Günes Kayacik, A. Nur Zincir-Heywood, Malcolm I. Heywood, Stefan Burschka: Testing Detector Parameterization Using Evolutionary Exploit Generation. EvoWorkshops 2009: 105-110
50		Jacek Wolkowicz, Malcolm I. Heywood, Vlado Keselj: Evolving Indirectly Represented Melodies with Corpus-Based Fitness Evaluation. EvoWorkshops 2009: 603-608
49		John Doucette, Peter Lichodzijewski, Malcolm I. Heywood: Benchmarking coevolutionary teaming under classification problems with large attribute spaces. GECCO 2009: 1901-1902
48		Farzaneh Naghibi, Ali Vahdat, Malcolm I. Heywood: Evolutionary clustering with arbitrary subspaces. GECCO 2009: 1913-1914
47		Riyad Alshammari, Peter Lichodzijewski, Malcolm I. Heywood, A. Nur Zincir-Heywood: Classifying SSH encrypted traffic with minimum packet header features using genetic programming. GECCO (Companion) 2009: 2539-2546
	2008
46		John Doucette, Malcolm I. Heywood: GP Classification under Imbalanced Data sets: Active Sub-sampling and AUC Approximation. EuroGP 2008: 266-277
45		Andrew R. McIntyre, Malcolm I. Heywood: Cooperative Problem Decomposition in Pareto Competitive Classifier Models of Coevolution. EuroGP 2008: 289-300
44		Peter Lichodzijewski, Malcolm I. Heywood: Managing team-based problem solving with symbiotic bid-based genetic programming. GECCO 2008: 363-370
43		Peter Lichodzijewski, Malcolm I. Heywood: Coevolutionary bid-based genetic programming for problem decomposition in classification. Genetic Programming and Evolvable Machines 9(4): 331-365 (2008)
	2007
42		Peter Lichodzijewski, Malcolm I. Heywood: GP Classifier Problem Decomposition Using First-Price and Second-Price Auctions. EuroGP 2007: 137-147
41		Michal Lemczyk, Malcolm I. Heywood: Training Binary GP Classifiers Efficiently: A Pareto-coevolutionary Approach. EuroGP 2007: 229-240
40		Hilmi Günes Kayacik, Malcolm I. Heywood, A. Nur Zincir-Heywood: Evolving Buffer Overflow Attacks with Detector Feedback. EvoWorkshops 2007: 11-20
39		Garnett Carl Wilson, Malcolm I. Heywood: Learning recursive programs with cooperative coevolution of genetic code mapping and genotype. GECCO 2007: 1053-1061
38		Peter Lichodzijewski, Malcolm I. Heywood: Pareto-coevolutionary genetic programming for problem decomposition in multi-class classification. GECCO 2007: 464-471
37		Andrew R. McIntyre, Malcolm I. Heywood: Multi-objective competitive coevolution for efficient GP classifier problem decomposition. SMC 2007: 1930-1937
36		Robert Curry, Malcolm I. Heywood: One-class learning with multi-objective genetic programming. SMC 2007: 1938-1945
35		Ozge Yeloglu, A. Nur Zincir-Heywood, Malcolm I. Heywood: Growing recurrent self organizing map. SMC 2007: 290-295
34		Garnett Carl Wilson, Malcolm I. Heywood: Introducing probabilistic adaptive mapping developmental genetic programming with redundant mappings. Genetic Programming and Evolvable Machines 8(2): 187-220 (2007)
33		Robert Curry, Peter Lichodzijewski, Malcolm I. Heywood: Scaling Genetic Programming to Large Datasets Using Hierarchical Dynamic Subset Selection. IEEE Transactions on Systems, Man, and Cybernetics, Part B 37(4): 1065-1073 (2007)
	2006
32		Hilmi Günes Kayacik, Malcolm I. Heywood, A. Nur Zincir-Heywood: On evolving buffer overflow attacks using genetic programming. GECCO 2006: 1667-1674
31		Andrew R. McIntyre, Malcolm I. Heywood: MOGE: GP classification problem decomposition using multi-objective optimization. GECCO 2006: 863-870
30		Ashley George, Malcolm I. Heywood: Improving GP classifier generalization using a cluster separation metric. GECCO 2006: 939-940
29		Michal Lemczyk, Malcolm I. Heywood: Pareto-coevolutionary genetic programming classifier. GECCO 2006: 945-946
28		Garnett Carl Wilson, Malcolm I. Heywood: Probabilistic Adaptive Mapping Developmental Genetic Programming (PAM DGP): A New Developmental Approach. PPSN 2006: 751-760
27		S. Liang, A. Nur Zincir-Heywood, Malcolm I. Heywood: Adding more intelligence to the network routing problem: AntNet and Ga-agents. Appl. Soft Comput. 6(3): 244-257 (2006)
	2005
26		Hilmi Günes Kayacik, A. Nur Zincir-Heywood, Malcolm I. Heywood: Evolving Successful Stack Overflow Attacks for Vulnerability Testing. ACSAC 2005: 225-234
25		Jin Yu, Syed Sibte Raza Abidi, Paul Habib Artes, Andrew R. McIntyre, Malcolm I. Heywood: Automated Optic Nerve Analysis for Diagnostic Support in Glaucoma. CBMS 2005: 97-102
24		Bin Tang, Michael A. Shepherd, Malcolm I. Heywood, Xiao Luo: Comparing Dimension Reduction Techniques for Document Clustering. Canadian Conference on AI 2005: 292-296
23		Peter Lichodzijewski, Malcolm I. Heywood, A. Nur Zincir-Heywood: CasGP: building cascaded hierarchical models using niching. Congress on Evolutionary Computation 2005: 1180-1187
22		Andrew R. McIntyre, Malcolm I. Heywood: Toward co-evolutionary training of a multi-class classifier. Congress on Evolutionary Computation 2005: 2130-2137
21		Garnett Carl Wilson, Malcolm I. Heywood: Context-Based Repeated Sequences in Linear Genetic Programming. EuroGP 2005: 240-249
20		Xiao Luo, Malcolm I. Heywood, A. Nur Zincir-Heywood: Evolving recurrent models using linear GP. GECCO 2005: 1787-1788
19		Garnett Carl Wilson, Malcolm I. Heywood: Use of a genetic algorithm in brill's transformation-based part-of-speech tagger. GECCO 2005: 2067-2073
18		Hilmi Günes Kayacik, A. Nur Zincir-Heywood, Malcolm I. Heywood: Selecting Features for Intrusion Detection: A Feature Relevance Analysis on KDD 99. PST 2005
17		Dong Song, Malcolm I. Heywood, A. Nur Zincir-Heywood: Training genetic programming on half a million patterns: an example from anomaly detection. IEEE Trans. Evolutionary Computation 9(3): 225-239 (2005)
16		Leigh Wetmore, Malcolm I. Heywood, A. Nur Zincir-Heywood: Speeding up the Self-Organizing Feature Map Using Dynamic Subset Selection. Neural Processing Letters 22(1): 17-32 (2005)
	2004
15		Hilmi Günes Kayacik, A. Nur Zincir-Heywood, Malcolm I. Heywood: On Dataset Biases in a Learning System with Minimum A Priori Information for Intrusion Detection. CNSR 2004: 181-189
14		Andrew R. McIntyre, Malcolm I. Heywood, Paul Habib Artes, Syed Sibte Raza Abidi: Toward Glaucoma Classification with Moment Methods. CRV 2004: 265-272
13		Robert Curry, Malcolm I. Heywood: Towards Efficient Training on Large Datasets for Genetic Programming. Canadian Conference on AI 2004: 161-174
12		Andrew R. McIntyre, Malcolm I. Heywood: On Multi-class Classification by Way of Niching. GECCO (2) 2004: 581-592
11		M. David Terrio, Malcolm I. Heywood: On Naïve Crossover Biases with Reproduction for Simple Solutions to Classification Problems. GECCO (2) 2004: 678-689
10		Garnett Carl Wilson, Andrew R. McIntyre, Malcolm I. Heywood: Resource Review: Three Open Source Systems for Evolving Programs-Lilgp, ECJ and Grammatical Evolution. Genetic Programming and Evolvable Machines 5(1): 103-105 (2004)
	2003
9		Dong Song, Malcolm I. Heywood, A. Nur Zincir-Heywood: A Linear Genetic Programming Approach to Intrusion Detection. GECCO 2003: 2325-2336
	2002
8		Suihong Liang, A. Nur Zincir-Heywood, Malcolm I. Heywood: Intelligent Packets For Dynamic Network Routing Using Distributed Genetic Algorithm. GECCO 2002: 88-96
7		A. Nur Zincir-Heywood, Malcolm I. Heywood, Chris R. Chatwin: Object-Orientated Design of Digital Library Platforms for Multiagent Environments. IEEE Trans. Knowl. Data Eng. 14(2): 281-295 (2002)
6		Malcolm I. Heywood, A. Nur Zincir-Heywood: Dynamic page based crossover in linear genetic programming. IEEE Transactions on Systems, Man, and Cybernetics, Part B 32(3): 380-388 (2002)
	2001
5		P. W. Lei, Malcolm I. Heywood, Chris R. Chatwin: Negotiating Agents in Manufacturing Decision Making Processes. E-Commerce Agents 2001: 135-153
	2000
4		Malcolm I. Heywood, A. Nur Zincir-Heywood: Register Based Genetic Programming on FPGA Computing Platforms. EuroGP 2000: 44-59
3		V. Paraskevopoulos, Chris R. Chatwin, Malcolm I. Heywood: Continuous Optimal Controllers Using Hierarchical Mixtures of Experts. IJCNN (4) 2000: 331-336
2		Malcolm I. Heywood, A. Nur Zincir-Heywood, Chris R. Chatwin: Digital library query clearing using clustering and fuzzy decision-making. Inf. Process. Manage. 36(4): 571-583 (2000)
1		A. Nur Zincir-Heywood, Malcolm I. Heywood, Chris R. Chatwin, Turhan Tunali: Heterogeneous Digital Library Query Platform Using a Truly Distributed Multi-Agent Search. Int. J. Cooperative Inf. Syst. 9(3): 229-254 (2000)

Coauthor Index

1	Syed Sibte Raza Abidi	[14] [25]
2	Riyad Alshammari	[47]
3	Paul Habib Artes	[14] [25]
4	Stefan Burschka	[51]
5	Chris R. Chatwin	[1] [2] [3] [5] [7]
6	Robert Curry	[13] [33] [36] [52]
7	John Doucette	[46] [49]
8	Ashley George	[30]
9	Hilmi Günes Kayacik	[15] [18] [26] [32] [40] [51]
10	Vlado Keselj	[50]
11	P. W. Lei	[5]
12	Michal Lemczyk	[29] [41]
13	S. Liang	[27]
14	Suihong Liang	[8]
15	Peter Lichodzijewski	[23] [33] [38] [42] [43] [44] [47] [49]
16	Xiao Luo	[20] [24]
17	Andrew R. McIntyre	[10] [12] [14] [22] [25] [31] [37] [45]
18	Farzaneh Naghibi	[48]
19	V. Paraskevopoulos	[3]
20	Michael A. Shepherd	[24]
21	Dong Song	[9] [17]
22	Bin Tang	[24]
23	M. David Terrio	[11]
24	E. Turhan Tunali (Turhan Tunali)	[1]
25	Ali Vahdat	[48]
26	Leigh Wetmore	[16]
27	Garnett Carl Wilson	[10] [19] [21] [28] [34] [39]
28	Jacek Wolkowicz	[50]
29	Ozge Yeloglu	[35]
30	Jin Yu	[25]
31	A. Nur Zincir-Heywood	[1] [2] [4] [6] [7] [8] [9] [15] [16] [17] [18] [20] [23] [26] [27] [32] [35] [40] [47] [51]

Colors in the list of coauthors