Malcolm Heywood
Dalhousie University
H-index: 36
North America-Canada
Top articles of Malcolm Heywood
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Simple Efficient Evolutionary Ensemble Learning on Network Intrusion Detection Benchmarks | Zhilei Zhou Nur Zincir-Heywood Malcolm I Heywood | 2024/3/3 | |
Assessing the impact of bag‐of‐words versus word‐to‐vector embedding methods and dimension reduction on anomaly detection from log files | International Journal of Network Management | Ziyu Qiu Zhilei Zhou Bradley Niblett Andrew Johnston Jeffrey Schwartzentruber | 2024/1 |
Emergent Braitenberg-style Behaviours for Navigating the ViZDoomMy Way Home'Labyrinth | arXiv preprint arXiv:2404.06529 | Caleidgh Bayer Robert J Smith Malcolm I Heywood | 2024/4/9 |
Large language models and unsupervised feature learning: implications for log analysis | Annals of Telecommunications | Egil Karlsen Xiao Luo Nur Zincir-Heywood Malcolm Heywood | 2024/4/4 |
Evolutionary Ensemble Learning | Malcolm I Heywood | 2023/11/2 | |
A boosting approach to constructing an ensemble stack | Zhilei Zhou Ziyu Qiu Brad Niblett Andrew Johnston Jeffrey Schwartzentruber | 2023/3/29 | |
Exploring semantic vs. Syntactic features for unsupervised learning on application log files | Egil Karlsen Rafael Copstein Xiao Luo Jeff Schwartzentruber Bradley Niblett | 2023/10/16 | |
MIMC: Anomaly Detection in Network Data via Multiple Instances of Micro-Cluster Detection | Rafael Copstein Bradley Niblett Andrew Johnston Jeff Schwartzentruber Malcolm Heywood | 2023/10/30 | |
Feature Engineering for Injection Attack Detection: An Exploration from SQLI to XSS | Alexander Loginov Nur Zincir-Heywood Malcolm Heywood | 2023/10/16 | |
WB Langdon “Jaws 30” | Genetic Programming and Evolvable Machines | Malcolm I Heywood | 2023/12 |
Interpreting Tangled Program Graphs Under Partially Observable Dota 2 Invoker Tasks | IEEE Transactions on Artificial Intelligence | Robert J Smith Malcolm I Heywood | 2023/5/24 |
Benchmarking Large Language Models for Log Analysis, Security, and Interpretation | arXiv preprint arXiv:2311.14519 | Egil Karlsen Xiao Luo Nur Zincir-Heywood Malcolm Heywood | 2023/11/24 |
Towards Anomaly Detection using Multiple Instances of Micro-Cluster Detection | Rafael Copstein Bradley Niblett Andrew Johnston Jeff Schwartzentruber Malcolm Heywood | 2023/10/16 | |
Finding simple solutions to multi-task visual reinforcement learning problems with tangled program graphs | Caleidgh Bayer Ryan Amaral Robert J Smith Alexandru Ianta Malcolm I Heywood | 2022/2/11 | |
On the interaction between lexicase selection, modularity and data subsets | Benjamin Portman Malcolm I Heywood | 2022/7/9 | |
Benchmarking ensemble genetic programming with a linked list external memory on scalable partially observable tasks | Genetic Programming and Evolvable Machines | Mihyar Al Masalma Malcolm Heywood | 2022/12 |
Benchmarking genetic programming in a multi-action reinforcement learning locomotion task | Ryan Amaral Alexandru Ianta Caleidgh Bayer Robert J Smith Malcolm I Heywood | 2022/7/9 | |
Exploring syntactical features for anomaly detection in application logs | it-Information Technology | Rafael Copstein Egil Karlsen Jeff Schwartzentruber Nur Zincir-Heywood Malcolm Heywood | 2022/4/26 |
Genetic programming with external memory in sequence recall tasks | Mihyar Al Masalma Malcolm I Heywood | 2022/7/9 | |
On the impact of tangled program graph marking schemes under the atari reinforcement learning benchmark | Alexandru Ianta Ryan Amaral Caleidgh Bayer Robert J Smith Malcolm I Heywood | 2021/6/26 |
Co-Authors
