default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDMalcolm I. Heywood
Person information
- affiliation: Dalhousie University, Nova Scotia, Canada
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[j34]Ziyu Qiu, Zhilei Zhou, Brad Niblett, Andrew Johnston, Jeffrey Schwartzentruber, Nur Zincir-Heywood, Malcolm I. Heywood:
Assessing the impact of bag-of-words versus word-to-vector embedding methods and dimension reduction on anomaly detection from log files. Int. J. Netw. Manag. 34(1) (2024)- [j33]Egil Karlsen, Xiao Luo, Nur Zincir-Heywood, Malcolm I. Heywood:
Benchmarking Large Language Models for Log Analysis, Security, and Interpretation. J. Netw. Syst. Manag. 32(3): 59 (2024) - [j32]Robert J. Smith
, Malcolm I. Heywood:
Interpreting Tangled Program Graphs Under Partially Observable Dota 2 Invoker Tasks. IEEE Trans. Artif. Intell. 5(4): 1511-1524 (2024) - [c128]Noah Sealy, Malcolm I. Heywood:
Emergent Discovery of Reinforced Programs using Q-Learning and Planning: A Proof of Concept. CEC 2024: 1-8 - [c127]Zhilei Zhou, Nur Zincir-Heywood, Malcolm I. Heywood:
Simple Efficient Evolutionary Ensemble Learning on Network Intrusion Detection Benchmarks. EvoApplications@EvoStar 2024: 361-376 - [i3]Caleidgh Bayer, Robert J. Smith, Malcolm I. Heywood:
Emergent Braitenberg-style Behaviours for Navigating the ViZDoom 'My Way Home' Labyrinth. CoRR abs/2404.06529 (2024) - 2023
- [j31]Malcolm I. Heywood:
W. B. Langdon "Jaws 30". Genet. Program. Evolvable Mach. 24(2): 25 (2023) - [c126]Rafael Copstein, Brad Niblett, Andrew Johnston, Jeff Schwartzentruber, Malcolm I. Heywood, Nur Zincir-Heywood:
MIMC: Anomaly Detection in Network Data via Multiple Instances of Micro-Cluster Detection. CNSM 2023: 1-7 - [c125]Zhilei Zhou, Ziyu Qiu, Brad Niblett, Andrew Johnston, Jeffrey Schwartzentruber, Nur Zincir-Heywood, Malcolm I. Heywood:
A Boosting Approach to Constructing an Ensemble Stack. EuroGP 2023: 133-148 - [i2]Egil Karlsen, Xiao Luo, Nur Zincir-Heywood, Malcolm I. Heywood:
Benchmarking Large Language Models for Log Analysis, Security, and Interpretation. CoRR abs/2311.14519 (2023) - 2022
- [j30]Rafael Copstein, Egil Karlsen, Jeff Schwartzentruber, Nur Zincir-Heywood, Malcolm I. Heywood:
Exploring syntactical features for anomaly detection in application logs. it Inf. Technol. 64(1-2): 15-27 (2022) - [c124]Mihyar Al Masalma, Malcolm I. Heywood:
Genetic programming with external memory in sequence recall tasks. GECCO Companion 2022: 518-521 - [c123]Ryan Amaral, Alexandru Ianta, Caleidgh Bayer, Robert J. Smith, Malcolm I. Heywood:
Benchmarking genetic programming in a multi-action reinforcement learning locomotion task. GECCO Companion 2022: 522-525 - [c122]Benjamin Portman, Malcolm I. Heywood:
On the interaction between lexicase selection, modularity and data subsets. GECCO Companion 2022: 586-589 - [i1]Zhilei Zhou, Ziyu Qiu, Brad Niblett, Andrew Johnston, Jeffrey Schwartzentruber, Nur Zincir-Heywood, Malcolm I. Heywood:
A Boosting Approach to Constructing an Ensemble Stack. CoRR abs/2211.15621 (2022) - 2021
- [j29]Alexander Loginov, Malcolm I. Heywood, Garnett Carl Wilson:
Stock selection heuristics for performing frequent intraday trading with genetic programming. Genet. Program. Evolvable Mach. 22(1): 35-72 (2021) - [j28]Stephen Kelly, Robert J. Smith, Malcolm I. Heywood, Wolfgang Banzhaf:
Emergent Tangled Program Graphs in Partially Observable Recursive Forecasting and ViZDoom Navigation Tasks. ACM Trans. Evol. Learn. Optim. 1(3): 11:1-11:41 (2021) - [c121]Rafael Copstein, Jeff Schwartzentruber, Nur Zincir-Heywood, Malcolm I. Heywood:
Log Abstraction for Information Security: Heuristics and Reproducibility. ARES 2021: 93:1-93:10 - [c120]Robert J. Smith, Ryan Amaral, Malcolm I. Heywood:
Evolving Simple Solutions to the CIFAR-10 Benchmark using Tangled Program Graphs. CEC 2021: 2061-2068 - [c119]Alexandru Ianta, Ryan Amaral, Caleidgh Bayer, Robert J. Smith, Malcolm I. Heywood:
On the impact of tangled program graph marking schemes under the atari reinforcement learning benchmark. GECCO 2021: 111-119 - [c118]Caleidgh Bayer, Ryan Amaral, Robert J. Smith, Alexandru Ianta, Malcolm I. Heywood:
Finding Simple Solutions to Multi-Task Visual Reinforcement Learning Problems with Tangled Program Graphs. GPTP 2021: 1-19 - [c117]Duc C. Le, Nur Zincir-Heywood, Malcolm I. Heywood:
Training regime influences to semi-supervised learning for insider threat detection. SP (Workshops) 2021: 13-18 - 2020
- [j27]Duc C. Le, Nur Zincir-Heywood, Malcolm I. Heywood:
Analyzing Data Granularity Levels for Insider Threat Detection Using Machine Learning. IEEE Trans. Netw. Serv. Manag. 17(1): 30-44 (2020) - [c116]Krzysztof Krawiec, Malcolm I. Heywood:
Solving complex problems with coevolutionary algorithms. GECCO Companion 2020: 832-858
2010 – 2019
- 2019
- [j26]Duc C. Le, Nur Zincir-Heywood, Malcolm I. Heywood:
Unsupervised Monitoring of Networkand Service Behaviour Using SelfOrganizing Maps. J. Cyber Secur. Mobil. 8(1): 15-52 (2019) - [c115]Robert J. Smith, Malcolm I. Heywood:
A Model of External Memory for Navigation in Partially Observable Visual Reinforcement Learning Tasks. EuroGP 2019: 162-177 - [c114]Robert J. Smith, Malcolm I. Heywood:
Evolving dota 2 shadow fiend bots using genetic programming with external memory. GECCO 2019: 179-187 - [c113]Duc C. Le, Malcolm I. Heywood, Nur Zincir-Heywood:
Benchmarking genetic programming in dynamic insider threat detection. GECCO (Companion) 2019: 385-386 - [c112]Krzysztof Krawiec, Malcolm I. Heywood:
Solving complex problems with coevolutionary algorithms. GECCO (Companion) 2019: 975-1001 - [c111]Robert J. Smith, Malcolm I. Heywood:
Evolving a Dota 2 Hero Bot with a Probabilistic Shared Memory Model. GPTP 2019: 345-366 - [c110]Sara Khanchi, Nur Zincir-Heywood, Malcolm I. Heywood:
Network Analytics for Streaming Traffic Analysis. IM 2019: 25-30 - [c109]Duc C. Le, Nur Zincir-Heywood, Malcolm I. Heywood:
Dynamic Insider Threat Detection Based on Adaptable Genetic Programming. SSCI 2019: 2579-2586 - 2018
- [j25]Stephen Kelly, Malcolm I. Heywood:
Emergent Solutions to High-Dimensional Multitask Reinforcement Learning. Evol. Comput. 26(3) (2018) - [j24]Sara Khanchi, Ali Vahdat, Malcolm I. Heywood, Nur Zincir-Heywood:
On botnet detection with genetic programming under streaming data label budgets and class imbalance. Swarm Evol. Comput. 39: 123-140 (2018) - [j23]Stephen Kelly, Malcolm I. Heywood:
Discovering Agent Behaviors Through Code Reuse: Examples From Half-Field Offense and Ms. Pac-Man. IEEE Trans. Games 10(2): 195-208 (2018) - [c108]Robert J. Smith, Malcolm I. Heywood:
Scaling Tangled Program Graphs to Visual Reinforcement Learning in ViZDoom. EuroGP 2018: 135-150 - [c107]Sara Khanchi, Ali Vahdat, Malcolm I. Heywood, Nur Zincir-Heywood:
On botnet detection with genetic programming under streaming data, label budgets and class imbalance. GECCO (Companion) 2018: 21-22 - [c106]Krzysztof Krawiec, Malcolm I. Heywood:
Solving complex problems with coevolutionary algorithms. GECCO (Companion) 2018: 880-906 - [c105]Duc C. Le, Sara Khanchi, Nur Zincir-Heywood, Malcolm I. Heywood:
Benchmarking evolutionary computation approaches to insider threat detection. GECCO 2018: 1286-1293 - [c104]Samuel Champagne, Tokunbo Makanju, Chengchao Yao, Nur Zincir-Heywood, Malcolm I. Heywood:
A genetic algorithm for dynamic controller placement in software defined networking. GECCO (Companion) 2018: 1632-1639 - [c103]Stephen Kelly, Robert J. Smith, Malcolm I. Heywood:
Emergent Policy Discovery for Visual Reinforcement Learning Through Tangled Program Graphs: A Tutorial. GPTP 2018: 37-57 - [c102]Stephen Kelly, Malcolm I. Heywood:
Emergent Tangled Program Graphs in Multi-Task Learning. IJCAI 2018: 5294-5298 - [c101]Sara Khanchi, Nur Zincir-Heywood, Malcolm I. Heywood:
Streaming Botnet traffic analysis using bio-inspired active learning. NOMS 2018: 1-6 - 2017
- [c100]Stephen Kelly, Malcolm I. Heywood:
Emergent Tangled Graph Representations for Atari Game Playing Agents. EuroGP 2017: 64-79 - [c99]Stephen Kelly, Malcolm I. Heywood:
Multi-task learning in Atari video games with emergent tangled program graphs. GECCO 2017: 195-202 - [c98]Krzysztof Krawiec, Malcolm I. Heywood:
Solving complex problems with coevolutionary algorithms. GECCO (Companion) 2017: 782-806 - [c97]Sara Khanchi, Malcolm I. Heywood, Nur Zincir-Heywood:
Properties of a GP active learning framework for streaming data with class imbalance. GECCO 2017: 945-952 - [c96]Robert J. Smith, Malcolm I. Heywood:
Coevolving deep hierarchies of programs to solve complex tasks. GECCO 2017: 1009-1016 - [c95]Olivia Lucca Fraser, Nur Zincir-Heywood, Malcolm I. Heywood, John T. Jacobs:
Return-oriented programme evolution with ROPER: a proof of concept. GECCO (Companion) 2017: 1447-1454 - 2016
- [c94]Sara Khanchi, Malcolm I. Heywood, Nur Zincir-Heywood:
On the Impact of Class Imbalance in GP Streaming Classification with Label Budgets. EuroGP 2016: 35-50 - [c93]Krzysztof Krawiec, Malcolm I. Heywood:
Solving Complex Problems with Coevolutionary Algorithms. GECCO (Companion) 2016: 687-713 - [c92]Robert J. Smith, Stephen Kelly, Malcolm I. Heywood:
Discovering Rubik's Cube Subgroups using Coevolutionary GP: A Five Twist Experiment. GECCO 2016: 789-796 - [c91]Jessica P. C. Bonson, Stephen Kelly, Andrew R. McIntyre, Malcolm I. Heywood:
On Synergies between Diversity and Task Decomposition in Constructing Complex Systems with GP. GECCO (Companion) 2016: 969-976 - [c90]Robert J. Smith, Ayse Nur Zincir-Heywood, Malcolm I. Heywood, John T. Jacobs:
Initiating a Moving Target Network Defense with a Real-time Neuro-evolutionary Detector. GECCO (Companion) 2016: 1095-1102 - [c89]Deepthi Rajashekar, Nur Zincir-Heywood, Malcolm I. Heywood:
Smart Phone User Behaviour Characterization Based on Autoencoders and Self Organizing Maps. ICDM Workshops 2016: 319-326 - [c88]Alexander Loginov, Malcolm I. Heywood, Garnett Carl Wilson:
Benchmarking a coevolutionary streaming classifier under the individual household electric power consumption dataset. IJCNN 2016: 2834-2841 - [c87]Jessica P. C. Bonson, Andrew R. McIntyre, Malcolm I. Heywood:
On novelty driven evolution in Poker. SSCI 2016: 1-8 - [c86]Duc C. Le, Nur Zincir-Heywood, Malcolm I. Heywood:
Data analytics on network traffic flows for botnet behaviour detection. SSCI 2016: 1-7 - [e3]Malcolm I. Heywood, James McDermott, Mauro Castelli, Ernesto Costa, Kevin Sim:
Genetic Programming - 19th European Conference, EuroGP 2016, Porto, Portugal, March 30 - April 1, 2016, Proceedings. Lecture Notes in Computer Science 9594, Springer 2016, ISBN 978-3-319-30667-4 [contents] - 2015
- [j22]Malcolm I. Heywood:
Evolutionary model building under streaming data for classification tasks: opportunities and challenges. Genet. Program. Evolvable Mach. 16(3): 283-326 (2015) - [c85]Alexander Loginov, Garnett Carl Wilson, Malcolm I. Heywood:
Better trade exits for foreign exchange currency trading using FXGP. CEC 2015: 2510-2517 - [c84]Serdar Baran Tatar, Andrew R. McIntyre, Nur Zincir-Heywood, Malcolm I. Heywood:
Benchmarking Stream Clustering for Churn Detection in Dynamic Networks. Discovery Science 2015: 284-298 - [c83]Ali Vahdat, Jillian Morgan, Andrew R. McIntyre, Malcolm I. Heywood, Nur Zincir-Heywood:
Tapped Delay Lines for GP Streaming Data Classification with Label Budgets. EuroGP 2015: 126-138 - [c82]Malcolm I. Heywood, Krzysztof Krawiec:
Solving Complex Problems with Coevolutionary Algorithms. GECCO (Companion) 2015: 547-573 - [c81]Stephen Kelly, Malcolm I. Heywood:
Knowledge Transfer from Keepaway Soccer to Half-field Offense through Program Symbiosis: Building Simple Programs for a Complex Task. GECCO 2015: 1143-1150 - [c80]Eray Balkanli, Nur Zincir-Heywood, Malcolm I. Heywood:
Feature selection for robust backscatter DDoS detection. LCN Workshops 2015: 611-618 - [e2]Penousal Machado, Malcolm I. Heywood, James McDermott, Mauro Castelli, Pablo García-Sánchez, Paolo Burelli, Sebastian Risi, Kevin Sim:
Genetic Programming - 18th European Conference, EuroGP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings. Lecture Notes in Computer Science 9025, Springer 2015, ISBN 978-3-319-16500-4 [contents] - [r1]Ali Vahdat, Jillian Morgan, Andrew R. McIntyre, Malcolm I. Heywood, Nur Zincir-Heywood:
Evolving GP Classifiers for Streaming Data Tasks with Concept Change and Label Budgets: A Benchmarking Study. Handbook of Genetic Programming Applications 2015: 451-480 - 2014
- [j21]Ali Vahdat, Malcolm I. Heywood:
On evolutionary subspace clustering with symbiosis. Evol. Intell. 6(4): 229-256 (2014) - [c79]Stephen Kelly, Malcolm I. Heywood:
Genotypic versus Behavioural Diversity for Teams of Programs under the 4-v-3 Keepaway Soccer Task. AAAI 2014: 3110-3111 - [c78]Stephen Kelly, Malcolm I. Heywood:
On Diversity, Teaming, and Hierarchical Policies: Observations from the Keepaway Soccer Task. EuroGP 2014: 75-86 - [c77]Alexander Loginov, Malcolm I. Heywood:
On Evolving Multi-agent FX Traders. EvoApplications 2014: 203-214 - [c76]Fariba Haddadi, Dylan Runkel, Nur Zincir-Heywood, Malcolm I. Heywood:
On botnet behaviour analysis using GP and C4.5. GECCO (Companion) 2014: 1253-1260 - [c75]Ali Vahdat, Aaron Atwater, Andrew R. McIntyre, Malcolm I. Heywood:
On the application of GP to streaming data classification tasks with label budgets. GECCO (Companion) 2014: 1287-1294 - [e1]Miguel Nicolau, Krzysztof Krawiec, Malcolm I. Heywood, Mauro Castelli, Pablo García-Sánchez, Juan Julián Merelo Guervós, Víctor Manuel Rivas Santos, Kevin Sim:
Genetic Programming - 17th European Conference, EuroGP 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers. Lecture Notes in Computer Science 8599, Springer 2014, ISBN 978-3-662-44302-6 [contents] - 2013
- [c74]Alexander Loginov, Malcolm I. Heywood:
On the Utility of Trading Criteria Based Retraining in Forex Markets. EvoApplications 2013: 192-202 - [c73]Jazz Alyxzander Turner-Baggs, Malcolm I. Heywood:
On GPU Based Fitness Evaluation with Decoupled Training Partition Cardinality. EvoApplications 2013: 489-498 - [c72]Fariba Haddadi, Hilmi Günes Kayacik, Nur Zincir-Heywood, Malcolm I. Heywood:
Malicious Automatically Generated Domain Name Detection Using Stateful-SBB. EvoApplications 2013: 529-539 - [c71]Sara Rahimi, Andrew R. McIntyre, Malcolm I. Heywood, Nur Zincir-Heywood:
Label free change detection on streaming data with cooperative multi-objective genetic programming. GECCO (Companion) 2013: 159-160 - [c70]Ali Vahdat, Malcolm I. Heywood:
Flat vs. symbiotic evolutionary subspace clusterings. GECCO (Companion) 2013: 161-162 - [c69]Aaron Atwater, Malcolm I. Heywood:
Benchmarking pareto archiving heuristics in the presence of concept drift: diversity versus age. GECCO 2013: 885-892 - [c68]Alexander Loginov, Malcolm I. Heywood:
On the impact of streaming interface heuristics on GP trading agents: an FX benchmarking study. GECCO 2013: 1341-1348 - 2012
- [j20]John A. Doucette, Andrew R. McIntyre, Peter Lichodzijewski, Malcolm I. Heywood:
Symbiotic coevolutionary genetic programming: a benchmarking study under large attribute spaces. Genet. Program. Evolvable Mach. 13(1): 71-101 (2012) - [c67]Stephen Kelly, Peter Lichodzijewski, Malcolm I. Heywood:
On run time libraries and hierarchical symbiosis. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c66]Ali Vahdat, Malcolm I. Heywood, Nur Zincir-Heywood:
Symbiotic evolutionary subspace clustering. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c65]Patrick LaRoche, Nur Zincir-Heywood, Malcolm I. Heywood:
Network Protocol Discovery and Analysis via Live Interaction. EvoApplications 2012: 11-20 - [c64]John A. Doucette, Peter Lichodzijewski, Malcolm I. Heywood:
Hierarchical task decomposition through symbiosis in reinforcement learning. GECCO 2012: 97-104 - [c63]Aaron Atwater, Malcolm I. Heywood, Nur Zincir-Heywood:
GP under streaming data constraints: a case for pareto archiving? GECCO 2012: 703-710 - 2011
- [j19]Hilmi Günes Kayacik, 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) - [j18]Andrew R. McIntyre, Malcolm I. Heywood:
Classification as Clustering: A Pareto Cooperative-Competitive GP Approach. Evol. Comput. 19(1): 137-166 (2011) - [j17]Hilmi Günes Kayacik, Nur Zincir-Heywood, Malcolm I. Heywood:
Evolutionary computation as an artificial attacker: generating evasion attacks for detector vulnerability testing. Evol. Intell. 4(4): 243-266 (2011) - [c62]John A. 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 - [c61]Patrick LaRoche, Nur Zincir-Heywood, Malcolm I. Heywood:
Exploring the state space of an application protocol: A case study of SMTP. CICS 2011: 152-159 - [c60]Carlos Bacquet, Nur Zincir-Heywood, Malcolm I. Heywood:
Genetic optimization and hierarchical clustering applied to encrypted traffic identification. CICS 2011: 194-201 - 2010
- [c59]Carlos Bacquet, 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 - [c58]Ali Vahdat, Malcolm I. Heywood, Nur Zincir-Heywood:
Bottom-up evolutionary subspace clustering. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c57]John A. Doucette, Malcolm I. Heywood:
Novelty-Based Fitness: An Evaluation under the Santa Fe Trail. EuroGP 2010: 50-61 - [c56]Malcolm I. Heywood, Peter Lichodzijewski:
Symbiogenesis as a Mechanism for Building Complex Adaptive Systems: A Review. EvoApplications (1) 2010: 51-60 - [c55]Patrick LaRoche, Nur Zincir-Heywood, Malcolm I. Heywood:
Using Code Bloat to Obfuscate Evolved Network Traffic. EvoApplications (2) 2010: 101-110 - [c54]Peter Lichodzijewski, Malcolm I. Heywood:
Symbiosis, complexification and simplicity under GP. GECCO 2010: 853-860
2000 – 2009
- 2009
- [c53]Hilmi Günes Kayacik, Nur Zincir-Heywood, Malcolm I. Heywood, Stefan Burschka:
Generating mimicry attacks using genetic programming: A benchmarking study. CICS 2009: 136-143 - [c52]Hilmi Günes Kayacik, Nur Zincir-Heywood, Malcolm I. Heywood, Stefan Burschka:
Optimizing anomaly detector deployment under evolutionary black-box vulnerability testing. CISDA 2009: 1-8 - [c51]Patrick LaRoche, Nur Zincir-Heywood, Malcolm I. Heywood:
Evolving TCP/IP packets: A case study of port scans. CISDA 2009: 1-8 - [c50]Carlos Bacquet, Nur Zincir-Heywood, Malcolm I. Heywood:
An Investigation of Multi-objective Genetic Algorithms for Encrypted Traffic Identification. CISIS 2009: 93-100 - [c49]Robert Curry, Malcolm I. Heywood:
One-Class Genetic Programming. EuroGP 2009: 1-12 - [c48]Hilmi Günes Kayacik, Nur Zincir-Heywood, Malcolm I. Heywood, Stefan Burschka:
Testing Detector Parameterization Using Evolutionary Exploit Generation. EvoWorkshops 2009: 105-110 - [c47]Jacek Wolkowicz, Malcolm I. Heywood, Vlado Keselj:
Evolving Indirectly Represented Melodies with Corpus-Based Fitness Evaluation. EvoWorkshops 2009: 603-608 - [c46]John A. Doucette, Peter Lichodzijewski, Malcolm I. Heywood:
Benchmarking coevolutionary teaming under classification problems with large attribute spaces. GECCO 2009: 1901-1902 - [c45]Farzaneh Naghibi, Ali Vahdat, Malcolm I. Heywood:
Evolutionary clustering with arbitrary subspaces. GECCO 2009: 1913-1914 - [c44]Riyad Alshammari, Peter Lichodzijewski, Malcolm I. Heywood, Nur Zincir-Heywood:
Classifying SSH encrypted traffic with minimum packet header features using genetic programming. GECCO (Companion) 2009: 2539-2546 - 2008
- [j16]Peter Lichodzijewski, Malcolm I. Heywood:
Coevolutionary bid-based genetic programming for problem decomposition in classification. Genet. Program. Evolvable Mach. 9(4): 331-365 (2008) - [c43]John A. Doucette, Malcolm I. Heywood:
GP Classification under Imbalanced Data sets: Active Sub-sampling and AUC Approximation. EuroGP 2008: 266-277 - [c42]Andrew R. McIntyre, Malcolm I. Heywood:
Cooperative Problem Decomposition in Pareto Competitive Classifier Models of Coevolution. EuroGP 2008: 289-300 - [c41]Peter Lichodzijewski, Malcolm I. Heywood:
Managing team-based problem solving with symbiotic bid-based genetic programming. GECCO 2008: 363-370 - 2007
- [j15]Hilmi Günes Kayacik, Nur Zincir-Heywood, Malcolm I. Heywood:
A hierarchical SOM-based intrusion detection system. Eng. Appl. Artif. Intell. 20(4): 439-451 (2007) - [j14]Garnett Carl Wilson, Malcolm I. Heywood:
Introducing probabilistic adaptive mapping developmental genetic programming with redundant mappings. Genet. Program. Evolvable Mach. 8(2): 187-220 (2007) - [j13]Garnett Carl Wilson, Malcolm I. Heywood:
Foundations for an intelligent business logic engine using genetic programming and RuleML-based services. Int. J. Bus. Process. Integr. Manag. 2(4): 282-291 (2007) - [j12]Robert Curry, Peter Lichodzijewski, Malcolm I. Heywood:
Scaling Genetic Programming to Large Datasets Using Hierarchical Dynamic Subset Selection. IEEE Trans. Syst. Man Cybern. Part B 37(4): 1065-1073 (2007) - [c40]Hilmi Günes Kayacik, Nur Zincir-Heywood, Malcolm I. Heywood:
Automatically Evading IDS Using GP Authored Attacks. CISDA 2007: 153-160 - [c39]Peter Lichodzijewski, Malcolm I. Heywood:
GP Classifier Problem Decomposition Using First-Price and Second-Price Auctions. EuroGP 2007: 137-147 - [c38]Michal Lemczyk, Malcolm I. Heywood:
Training Binary GP Classifiers Efficiently: A Pareto-coevolutionary Approach. EuroGP 2007: 229-240 - [c37]Hilmi Günes Kayacik, Malcolm I. Heywood, Nur Zincir-Heywood:
Evolving Buffer Overflow Attacks with Detector Feedback. EvoWorkshops 2007: 11-20 - [c36]Peter Lichodzijewski, Malcolm I. Heywood:
Pareto-coevolutionary genetic programming for problem decomposition in multi-class classification. GECCO 2007: 464-471 - [c35]Garnett Carl Wilson, Malcolm I. Heywood:
Learning recursive programs with cooperative coevolution of genetic code mapping and genotype. GECCO 2007: 1053-1061 - [c34]Ozge Yeloglu, Nur Zincir-Heywood, Malcolm I. Heywood:
Growing recurrent self organizing map. SMC 2007: 290-295 - [c33]Andrew R. McIntyre, Malcolm I. Heywood:
Multi-objective competitive coevolution for efficient GP classifier problem decomposition. SMC 2007: 1930-1937 - [c32]Robert Curry, Malcolm I. Heywood:
One-class learning with multi-objective genetic programming. SMC 2007: 1938-1945 - 2006
- [j11]Suihong Liang, 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) - [c31]Garnett Carl Wilson, Malcolm I. Heywood:
Probabilistic (Genotype) Adaptive Mapping Combinations for Developmental Genetic Programming. IEEE Congress on Evolutionary Computation 2006: 2498-2505 - [c30]Andrew R. McIntyre, Malcolm I. Heywood:
MOGE: GP classification problem decomposition using multi-objective optimization. GECCO 2006: 863-870 - [c29]Ashley George, Malcolm I. Heywood:
Improving GP classifier generalization using a cluster separation metric. GECCO 2006: 939-940 - [c28]Michal Lemczyk, Malcolm I. Heywood:
Pareto-coevolutionary genetic programming classifier. GECCO 2006: 945-946 - [c27]Hilmi Günes Kayacik, Malcolm I. Heywood, Nur Zincir-Heywood:
On evolving buffer overflow attacks using genetic programming. GECCO 2006: 1667-1674 - [c26]Garnett Carl Wilson, Malcolm I. Heywood:
Probabilistic Adaptive Mapping Developmental Genetic Programming (PAM DGP): A New Developmental Approach. PPSN 2006: 751-760 - 2005
- [j10]Leigh Wetmore, Malcolm I. Heywood, Nur Zincir-Heywood:
Speeding up the Self-Organizing Feature Map Using Dynamic Subset Selection. Neural Process. Lett. 22(1): 17-32 (2005) - [j9]Dong Song, Malcolm I. Heywood, Nur Zincir-Heywood:
Training genetic programming on half a million patterns: an example from anomaly detection. IEEE Trans. Evol. Comput. 9(3): 225-239 (2005) - [c25]Hilmi Günes Kayacik, Nur Zincir-Heywood, Malcolm I. Heywood:
Evolving Successful Stack Overflow Attacks for Vulnerability Testing. ACSAC 2005: 225-234 - [c24]Bin Tang, Michael A. Shepherd, Malcolm I. Heywood, Xiao Luo:
Comparing Dimension Reduction Techniques for Document Clustering. Canadian AI 2005: 292-296 - [c23]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 - [c22]Peter Lichodzijewski, Malcolm I. Heywood, Nur Zincir-Heywood:
CasGP: building cascaded hierarchical models using niching. Congress on Evolutionary Computation 2005: 1180-1187 - [c21]Andrew R. McIntyre, Malcolm I. Heywood:
Toward co-evolutionary training of a multi-class classifier. Congress on Evolutionary Computation 2005: 2130-2137 - [c20]Garnett Carl Wilson, Malcolm I. Heywood:
Context-Based Repeated Sequences in Linear Genetic Programming. EuroGP 2005: 240-249 - [c19]Xiao Luo, Malcolm I. Heywood, Nur Zincir-Heywood:
Evolving recurrent models using linear GP. GECCO 2005: 1787-1788 - [c18]Garnett Carl Wilson, Malcolm I. Heywood:
Use of a genetic algorithm in brill's transformation-based part-of-speech tagger. GECCO 2005: 2067-2073 - [c17]Jin Yu, Syed Sibte Raza Abidi, Paul Habib Artes, Andy McIntyre, Malcolm I. Heywood:
Diagnostic Support for Glaucoma Using Retinal Images: A Hybrid Image Analysis and Data Mining Approach. MIE 2005: 187-192 - [c16]Hilmi Günes Kayacik, Nur Zincir-Heywood, Malcolm I. Heywood:
Selecting Features for Intrusion Detection: A Feature Relevance Analysis on KDD 99. PST 2005 - 2004
- [j8]Garnett Carl Wilson, Andrew R. McIntyre, Malcolm I. Heywood:
Resource Review: Three Open Source Systems for Evolving Programs-Lilgp, ECJ and Grammatical Evolution. Genet. Program. Evolvable Mach. 5(1): 103-105 (2004) - [c15]Robert Curry, Malcolm I. Heywood:
Towards Efficient Training on Large Datasets for Genetic Programming. Canadian AI 2004: 161-174 - [c14]Peter Lichodzijewski, Malcolm I. Heywood, Nur Zincir-Heywood:
Cascaded GP models for data mining. IEEE Congress on Evolutionary Computation 2004: 2258-2264 - [c13]Hilmi Günes Kayacik, 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 - [c12]Andrew R. McIntyre, Malcolm I. Heywood, Paul Habib Artes, Syed Sibte Raza Abidi:
Toward Glaucoma Classification with Moment Methods. CRV 2004: 265-272 - [c11]Andrew R. McIntyre, Malcolm I. Heywood:
On Multi-class Classification by Way of Niching. GECCO (2) 2004: 581-592 - [c10]M. David Terrio, Malcolm I. Heywood:
On Naïve Crossover Biases with Reproduction for Simple Solutions to Classification Problems. GECCO (2) 2004: 678-689 - 2003
- [c9]Dong Song, Malcolm I. Heywood, Nur Zincir-Heywood:
A Linear Genetic Programming Approach to Intrusion Detection. GECCO 2003: 2325-2336 - 2002
- [j7]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) - [j6]Malcolm I. Heywood, Nur Zincir-Heywood:
Dynamic page based crossover in linear genetic programming. IEEE Trans. Syst. Man Cybern. Part B 32(3): 380-388 (2002) - [c8]Suiliong Liang, Nur Zincir-Heywood, Malcolm I. Heywood:
The effect of routing under local information using a social insect metaphor. IEEE Congress on Evolutionary Computation 2002: 1438-1443 - [c7]Suihong Liang, Nur Zincir-Heywood, Malcolm I. Heywood:
Intelligent Packets For Dynamic Network Routing Using Distributed Genetic Algorithm. GECCO 2002: 88-96 - 2001
- [c6]Pouwan Lei, Malcolm I. Heywood, Chris R. Chatwin:
Negotiating Agents in Manufacturing Decision Making Processes. E-Commerce Agents 2001: 135-153 - 2000
- [j5]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) - [j4]Malcolm I. Heywood, Nur Zincir-Heywood, Chris R. Chatwin:
Digital library query clearing using clustering and fuzzy decision-making. Inf. Process. Manag. 36(4): 571-583 (2000) - [c5]Malcolm I. Heywood, Nur Zincir-Heywood:
Register Based Genetic Programming on FPGA Computing Platforms. EuroGP 2000: 44-59 - [c4]H. M. Talu, E. Igci, M. E. Tekin, H. S. Sevtekin, B. Ç. Genç, Malcolm I. Heywood:
Reconfigurable computing implementation of binary morphological operators using 4-, 6- and 8-connectivity. ICASSP 2000: 3386-3389 - [c3]V. Paraskevopoulos, Chris R. Chatwin, Malcolm I. Heywood:
Continuous Optimal Controllers Using Hierarchical Mixtures of Experts. IJCNN (4) 2000: 331-336 - [c2]Malcolm I. Heywood, Ayse Nur Zincir-Heywood:
Page-based linear genetic programming. SMC 2000: 3823-3828
1990 – 1999
- 1999
- [j3]David Budgett, Malcolm I. Heywood, Rupert C. D. Young, Chris R. Chatwin, Shipping Huang, Philip Birch, Maria Farsari, Chris D. Bradfield:
Real-time digital-optical correlator-systems design. Microprocess. Microsystems 23(8-9): 501-511 (1999) - 1998
- [j2]Shipping Huang, Malcolm I. Heywood, Rupert C. D. Young, Maria Farsari, Chris R. Chatwin:
Systems control for a micro-stereolithography prototype. Microprocess. Microsystems 22(2): 67-77 (1998) - 1995
- [j1]Malcolm I. Heywood, Peter Noakes:
A framework for improved training of Sigma-Pi networks. IEEE Trans. Neural Networks 6(4): 893-903 (1995) - 1994
- [b1]Malcolm I. Heywood:
A practical framework for training sigma-pi neural networks with an application in rotation invariant pattern recognition. University of Essex, Colchester, UK, 1994 - 1993
- [c1]Malcolm I. Heywood, Peter Noakes:
Simple addition to back-propagation learning for dynamic weight pruning, sparse network extraction and faster learning. ICNN 1993: 620-625
Coauthor Index
Nur Zincir-Heywood
aka: Ayse Nur Zincir-Heywood
aka: Ayse Nur Zincir-Heywood
[j34] [j33] [c127] [c126] [c125] [i2] [j30] [i1] [c121] [c117] [j27] [j26] [c113] [c110] [c109] [j24] [c107] [c105] [c104] [c101] [c97] [c95] [c94] [c90] [c89] [c86] [c84] [c83] [c80] [r1] [c76] [c72] [c71] [c66] [c65] [c63] [j19] [j17] [c61] [c60] [c59] [c58] [c55] [c53] [c52] [c51] [c50] [c48] [c44] [j15] [c40] [c37] [c34] [j11] [c27] [j10] [j9] [c25] [c22] [c19] [c16] [c14] [c13] [c9] [j7] [j6] [c8] [c7] [j5] [j4] [c5] [c2]
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-08-21 21:30 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
