131 results on '"Malcolm I. Heywood"'
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2. Simple Efficient Evolutionary Ensemble Learning on Network Intrusion Detection Benchmarks.
3. A Boosting Approach to Constructing an Ensemble Stack.
4. MIMC: Anomaly Detection in Network Data via Multiple Instances of Micro-Cluster Detection.
5. On the interaction between lexicase selection, modularity and data subsets.
6. Genetic programming with external memory in sequence recall tasks.
7. Benchmarking genetic programming in a multi-action reinforcement learning locomotion task.
8. Training regime influences to semi-supervised learning for insider threat detection.
9. Evolving Simple Solutions to the CIFAR-10 Benchmark using Tangled Program Graphs.
10. Log Abstraction for Information Security: Heuristics and Reproducibility.
11. Finding Simple Solutions to Multi-Task Visual Reinforcement Learning Problems with Tangled Program Graphs.
12. On the impact of tangled program graph marking schemes under the atari reinforcement learning benchmark.
13. Solving complex problems with coevolutionary algorithms.
14. A Model of External Memory for Navigation in Partially Observable Visual Reinforcement Learning Tasks.
15. Dynamic Insider Threat Detection Based on Adaptable Genetic Programming.
16. Network Analytics for Streaming Traffic Analysis.
17. Evolving a Dota 2 Hero Bot with a Probabilistic Shared Memory Model.
18. Evolving dota 2 shadow fiend bots using genetic programming with external memory.
19. Solving complex problems with coevolutionary algorithms.
20. Scaling Tangled Program Graphs to Visual Reinforcement Learning in ViZDoom.
21. Streaming Botnet traffic analysis using bio-inspired active learning.
22. Emergent Tangled Program Graphs in Multi-Task Learning.
23. Emergent Policy Discovery for Visual Reinforcement Learning Through Tangled Program Graphs: A Tutorial.
24. Benchmarking evolutionary computation approaches to insider threat detection.
25. A genetic algorithm for dynamic controller placement in software defined networking.
26. Solving complex problems with coevolutionary algorithms.
27. Emergent Tangled Graph Representations for Atari Game Playing Agents.
28. Properties of a GP active learning framework for streaming data with class imbalance.
29. Coevolving deep hierarchies of programs to solve complex tasks.
30. Multi-task learning in Atari video games with emergent tangled program graphs.
31. Solving complex problems with coevolutionary algorithms.
32. Return-oriented programme evolution with ROPER: a proof of concept.
33. On the Impact of Class Imbalance in GP Streaming Classification with Label Budgets.
34. On novelty driven evolution in Poker.
35. Data analytics on network traffic flows for botnet behaviour detection.
36. Smart Phone User Behaviour Characterization Based on Autoencoders and Self Organizing Maps.
37. Discovering Rubik's Cube Subgroups using Coevolutionary GP: A Five Twist Experiment.
38. Initiating a Moving Target Network Defense with a Real-time Neuro-evolutionary Detector.
39. On Synergies between Diversity and Task Decomposition in Constructing Complex Systems with GP.
40. Benchmarking a coevolutionary streaming classifier under the individual household electric power consumption dataset.
41. Solving Complex Problems with Coevolutionary Algorithms.
42. Tapped Delay Lines for GP Streaming Data Classification with Label Budgets.
43. Benchmarking Stream Clustering for Churn Detection in Dynamic Networks.
44. Better trade exits for foreign exchange currency trading using FXGP.
45. Feature selection for robust backscatter DDoS detection.
46. Solving Complex Problems with Coevolutionary Algorithms.
47. Knowledge Transfer from Keepaway Soccer to Half-field Offense through Program Symbiosis: Building Simple Programs for a Complex Task.
48. Benchmarking genetic programming in dynamic insider threat detection.
49. On Diversity, Teaming, and Hierarchical Policies: Observations from the Keepaway Soccer Task.
50. On Evolving Multi-agent FX Traders.
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