World's Best Scientists 2026 revealed!
Malcolm I. Heywood

Malcolm I. Heywood

D-Index & Metrics

Computer Science

D-Index
31
Citations
4399
World Ranking
13615
National Ranking
530

Best Publications

  • SELECTING FEATURES FOR INTRUSION DETECTION: A FEATURE RELEVANCE ANALYSIS ON KDD 99 INTRUSION DETECTION DATASETS

    H G Kayacik;A N Zincir Heywood;M I Heywood

  • On the capability of an SOM based intrusion detection system

    H.G. Kayacik;A.N. Zincir-Heywood;M.I. Heywood

  • A hierarchical SOM-based intrusion detection system

    H. Gunes Kayacik;A. Nur Zincir-Heywood;Malcolm I. Heywood

  • Training genetic programming on half a million patterns: an example from anomaly detection

    Dong Song;M.I. Heywood;A.N. Zincir-Heywood

  • Host-based intrusion detection using self-organizing maps

    P. Lichodzijewski;A. Nur Zincir-Heywood;M.I. Heywood

  • Analyzing Data Granularity Levels for Insider Threat Detection Using Machine Learning

    Duc C. Le;Nur Zincir-Heywood;Malcolm I. Heywood

  • Selecting Features for Intrusion Detection: A Feature Relevance Analysis on KDD 99.

    Hilmi Günes Kayacik;A. Nur Zincir-Heywood;Malcolm I. Heywood

  • Comparing and Combining Dimension Reduction Techniques for Efficient Text Clustering

    Bin Tang;Michael Shepherd;Evangelos Milios;Malcolm I. Heywood

  • A linear genetic programming approach to intrusion detection

    Dong Song;Malcolm I. Heywood;A. Nur Zincir-Heywood

  • GP classification under imbalanced data sets: active sub-sampling and AUC approximation

    John Doucette;Malcolm I. Heywood

  • Managing team-based problem solving with symbiotic bid-based genetic programming

    Peter Lichodzijewski;Malcolm I. Heywood

  • Input partitioning to mixture of experts

    Bin Tang;M.I. Heywood;M. Shepherd

  • Dynamic page based crossover in linear genetic programming

    M.I. Heywood;A.N. Zincir-Heywood

  • Comparing dimension reduction techniques for document clustering

    Bin Tang;Michael Shepherd;Malcolm I. Heywood;Xiao Luo

  • Symbiosis, complexification and simplicity under GP

    Peter Lichodzijewski;Malcolm I. Heywood

  • On evolving buffer overflow attacks using genetic programming

    Hilmi Güneş Kayacik;Malcolm Heywood;Nur Zincir-Heywood

  • Scaling Genetic Programming to Large Datasets Using Hierarchical Dynamic Subset Selection

    R.. Curry;P.. Lichodzijewski;M.I. Heywood

  • Symbiotic coevolutionary genetic programming: a benchmarking study under large attribute spaces

    John A. Doucette;Andrew R. Mcintyre;Peter Lichodzijewski;Malcolm I. Heywood

  • On botnet detection with genetic programming under streaming data label budgets and class imbalance

    Sara Khanchi;Ali Vahdat;Malcolm I. Heywood;A. Nur Zincir-Heywood

  • Intrusion Detection Systems

    H. Gunes Kayacik;A. Nur Zincir-Heywood;Malcolm I. Heywood

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