Malcolm I. Heywood

	2012
66		Patrick LaRoche, A. Nur Zincir-Heywood, Malcolm I. Heywood: Network Protocol Discovery and Analysis via Live Interaction. EvoApplications 2012: 11-20
65		John Doucette, Andrew R. McIntyre, Peter Lichodzijewski, Malcolm I. Heywood: Symbiotic coevolutionary genetic programming: a benchmarking study under large attribute spaces. Genetic Programming and Evolvable Machines 13(1): 71-101 (2012)
	2011
64		John Doucette, Malcolm I. Heywood: Revisiting the Acrobot 'height' task: An example of efficient evolutionary policy search under an episodic goal seeking task. IEEE Congress on Evolutionary Computation 2011: 468-475
63		Hilmi Günes Kayacik, A. Nur Zincir-Heywood, Malcolm I. Heywood: Can a good offense be a good defense? Vulnerability testing of anomaly detectors through an artificial arms race. Appl. Soft Comput. 11(7): 4366-4383 (2011)
62		Andrew R. McIntyre, Malcolm I. Heywood: Classification as Clustering: A Pareto Cooperative-Competitive GP Approach. Evolutionary Computation 19(1): 137-166 (2011)
61		Hilmi Günes Kayacik, A. Nur Zincir-Heywood, Malcolm I. Heywood: Evolutionary computation as an artificial attacker: generating evasion attacks for detector vulnerability testing. Evolutionary Intelligence 4(4): 243-266 (2011)
	2010
60		John Doucette, Malcolm I. Heywood: Novelty-Based Fitness: An Evaluation under the Santa Fe Trail. EuroGP 2010: 50-61
59		Malcolm I. Heywood, Peter Lichodzijewski: Symbiogenesis as a Mechanism for Building Complex Adaptive Systems: A Review. EvoApplications (1) 2010: 51-60
58		Patrick LaRoche, A. Nur Zincir-Heywood, Malcolm I. Heywood: Using Code Bloat to Obfuscate Evolved Network Traffic. EvoApplications (2) 2010: 101-110
57		Peter Lichodzijewski, Malcolm I. Heywood: Symbiosis, complexification and simplicity under GP. GECCO 2010: 853-860
56		Carlos Bacquet, A. Nur Zincir-Heywood, Malcolm I. Heywood: An analysis of clustering objectives for feature selection applied to encrypted traffic identification. IEEE Congress on Evolutionary Computation 2010: 1-8
55		Ali Vahdat, Malcolm I. Heywood, A. Nur Zincir-Heywood: Bottom-up evolutionary subspace clustering. IEEE Congress on Evolutionary Computation 2010: 1-8
	2009
54		Carlos Bacquet, A. Nur Zincir-Heywood, Malcolm I. Heywood: An Investigation of Multi-objective Genetic Algorithms for Encrypted Traffic Identification. CISIS 2009: 93-100
53		Robert Curry, Malcolm I. Heywood: One-Class Genetic Programming. EuroGP 2009: 1-12
52		Hilmi Günes Kayacik, A. Nur Zincir-Heywood, Malcolm I. Heywood, Stefan Burschka: Testing Detector Parameterization Using Evolutionary Exploit Generation. EvoWorkshops 2009: 105-110
51		Jacek Wolkowicz, Malcolm I. Heywood, Vlado Keselj: Evolving Indirectly Represented Melodies with Corpus-Based Fitness Evaluation. EvoWorkshops 2009: 603-608
50		John Doucette, Peter Lichodzijewski, Malcolm I. Heywood: Benchmarking coevolutionary teaming under classification problems with large attribute spaces. GECCO 2009: 1901-1902
49		Farzaneh Naghibi, Ali Vahdat, Malcolm I. Heywood: Evolutionary clustering with arbitrary subspaces. GECCO 2009: 1913-1914
48		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
47		John Doucette, Malcolm I. Heywood: GP Classification under Imbalanced Data sets: Active Sub-sampling and AUC Approximation. EuroGP 2008: 266-277
46		Andrew R. McIntyre, Malcolm I. Heywood: Cooperative Problem Decomposition in Pareto Competitive Classifier Models of Coevolution. EuroGP 2008: 289-300
45		Peter Lichodzijewski, Malcolm I. Heywood: Managing team-based problem solving with symbiotic bid-based genetic programming. GECCO 2008: 363-370
44		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
43		Peter Lichodzijewski, Malcolm I. Heywood: GP Classifier Problem Decomposition Using First-Price and Second-Price Auctions. EuroGP 2007: 137-147
42		Michal Lemczyk, Malcolm I. Heywood: Training Binary GP Classifiers Efficiently: A Pareto-coevolutionary Approach. EuroGP 2007: 229-240
41		Hilmi Günes Kayacik, Malcolm I. Heywood, A. Nur Zincir-Heywood: Evolving Buffer Overflow Attacks with Detector Feedback. EvoWorkshops 2007: 11-20
40		Garnett Carl Wilson, Malcolm I. Heywood: Learning recursive programs with cooperative coevolution of genetic code mapping and genotype. GECCO 2007: 1053-1061
39		Peter Lichodzijewski, Malcolm I. Heywood: Pareto-coevolutionary genetic programming for problem decomposition in multi-class classification. GECCO 2007: 464-471
38		Andrew R. McIntyre, Malcolm I. Heywood: Multi-objective competitive coevolution for efficient GP classifier problem decomposition. SMC 2007: 1930-1937
37		Robert Curry, Malcolm I. Heywood: One-class learning with multi-objective genetic programming. SMC 2007: 1938-1945
36		Ozge Yeloglu, A. Nur Zincir-Heywood, Malcolm I. Heywood: Growing recurrent self organizing map. SMC 2007: 290-295
35		Hilmi Günes Kayacik, A. Nur Zincir-Heywood, Malcolm I. Heywood: A hierarchical SOM-based intrusion detection system. Eng. Appl. of AI 20(4): 439-451 (2007)
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		Suihong 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	[48]
3	Paul Habib Artes	[14] [25]
4	Carlos Bacquet	[54] [56]
5	Stefan Burschka	[52]
6	Chris R. Chatwin	[1] [2] [3] [5] [7]
7	Robert Curry	[13] [33] [37] [53]
8	John Doucette	[47] [50] [60] [64] [65]
9	Ashley George	[30]
10	Hilmi Günes Kayacik	[15] [18] [26] [32] [35] [41] [52] [61] [63]
11	Vlado Keselj	[51]
12	Patrick LaRoche	[58] [66]
13	P. W. Lei	[5]
14	Michal Lemczyk	[29] [42]
15	Suihong Liang	[8] [27]
16	Peter Lichodzijewski	[23] [33] [39] [43] [44] [45] [48] [50] [57] [59] [65]
17	Xiao Luo	[20] [24]
18	Andrew R. McIntyre	[10] [12] [14] [22] [25] [31] [38] [46] [62] [65]
19	Farzaneh Naghibi	[49]
20	V. Paraskevopoulos	[3]
21	Michael A. Shepherd	[24]
22	Dong Song	[9] [17]
23	Bin Tang	[24]
24	M. David Terrio	[11]
25	E. Turhan Tunali (Turhan Tunali)	[1]
26	Ali Vahdat	[49] [55]
27	Leigh Wetmore	[16]
28	Garnett Carl Wilson	[10] [19] [21] [28] [34] [40]
29	Jacek Wolkowicz	[51]
30	Ozge Yeloglu	[36]
31	Jin Yu	[25]
32	A. Nur Zincir-Heywood	[1] [2] [4] [6] [7] [8] [9] [15] [16] [17] [18] [20] [23] [26] [27] [32] [35] [36] [41] [48] [52] [54] [55] [56] [58] [61] [63] [66]

Colors in the list of coauthors

Last update Sat Jun 2 20:57:36 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page