Malcolm I. Heywood

IEEE Trans. Artif. Intell., April, 2024

Assessing the impact of bag-of-words versus word-to-vector embedding methods and dimension reduction on anomaly detection from log files.

[BibT_eX]

[DOI]

Jeffrey Schwartzentruber

Int. J. Netw. Manag., 2024

Simple Efficient Evolutionary Ensemble Learning on Network Intrusion Detection Benchmarks.

[BibT_eX]

[DOI]

Zhilei Zhou

Proceedings of the Applications of Evolutionary Computation - 27th European Conference, 2024

2023

W. B. Langdon "Jaws 30".

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., December, 2023

Benchmarking Large Language Models for Log Analysis, Security, and Interpretation.

[BibT_eX]

[DOI]

CoRR, 2023

A Boosting Approach to Constructing an Ensemble Stack.

[BibT_eX]

[DOI]

Jeffrey Schwartzentruber

Proceedings of the Genetic Programming - 26th European Conference, 2023

MIMC: Anomaly Detection in Network Data via Multiple Instances of Micro-Cluster Detection.

[BibT_eX]

[DOI]

Rafael Copstein

Brad Niblett

Andrew Johnston

Jeff Schwartzentruber

Proceedings of the 19th International Conference on Network and Service Management, 2023

2022

Exploring syntactical features for anomaly detection in application logs.

[BibT_eX]

[DOI]

Rafael Copstein

Egil Karlsen

Jeff Schwartzentruber

it Inf. Technol., 2022

On the interaction between lexicase selection, modularity and data subsets.

[BibT_eX]

[DOI]

Benjamin Portman

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Genetic programming with external memory in sequence recall tasks.

[BibT_eX]

[DOI]

Mihyar Al Masalma

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Benchmarking genetic programming in a multi-action reinforcement learning locomotion task.

[BibT_eX]

[DOI]

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

Emergent Tangled Program Graphs in Partially Observable Recursive Forecasting and ViZDoom Navigation Tasks.

[BibT_eX]

[DOI]

ACM Trans. Evol. Learn. Optim., 2021

Stock selection heuristics for performing frequent intraday trading with genetic programming.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2021

Training regime influences to semi-supervised learning for insider threat detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Security and Privacy Workshops, 2021

On the impact of tangled program graph marking schemes under the atari reinforcement learning benchmark.

[BibT_eX]

[DOI]

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Evolving Simple Solutions to the CIFAR-10 Benchmark using Tangled Program Graphs.

[BibT_eX]

[DOI]

Ryan Amaral

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

Log Abstraction for Information Security: Heuristics and Reproducibility.

[BibT_eX]

[DOI]

Rafael Copstein

Jeff Schwartzentruber

Proceedings of the ARES 2021: The 16th International Conference on Availability, 2021

2020

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

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2020

2019

Unsupervised Monitoring of Networkand Service Behaviour Using SelfOrganizing Maps.

[BibT_eX]

[DOI]

J. Cyber Secur. Mobil., 2019

Dynamic Insider Threat Detection Based on Adaptable Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Network Analytics for Streaming Traffic Analysis.

[BibT_eX]

[DOI]

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2019

Evolving a Dota 2 Hero Bot with a Probabilistic Shared Memory Model.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming Theory and Practice XVII [GPTP 2019, 2019

Benchmarking genetic programming in dynamic insider threat detection.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Evolving dota 2 shadow fiend bots using genetic programming with external memory.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

A Model of External Memory for Navigation in Partially Observable Visual Reinforcement Learning Tasks.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 22nd European Conference, 2019

2018

Discovering Agent Behaviors Through Code Reuse: Examples From Half-Field Offense and Ms. Pac-Man.

[BibT_eX]

[DOI]

IEEE Trans. Games, 2018

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

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2018

Emergent Solutions to High-Dimensional Multitask Reinforcement Learning.

[BibT_eX]

[DOI]

Evol. Comput., 2018

Streaming Botnet traffic analysis using bio-inspired active learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018

Emergent Tangled Program Graphs in Multi-Task Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Emergent Policy Discovery for Visual Reinforcement Learning Through Tangled Program Graphs: A Tutorial.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming Theory and Practice XVI, 2018

Benchmarking evolutionary computation approaches to insider threat detection.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

A genetic algorithm for dynamic controller placement in software defined networking.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Scaling Tangled Program Graphs to Visual Reinforcement Learning in ViZDoom.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 21st European Conference, 2018

2017

Coevolving deep hierarchies of programs to solve complex tasks.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Properties of a GP active learning framework for streaming data with class imbalance.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Multi-task learning in Atari video games with emergent tangled program graphs.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Return-oriented programme evolution with ROPER: a proof of concept.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Emergent Tangled Graph Representations for Atari Game Playing Agents.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 20th European Conference, 2017

2016

Data analytics on network traffic flows for botnet behaviour detection.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

On novelty driven evolution in Poker.

[BibT_eX]

[DOI]

Jessica P. C. Bonson

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Benchmarking a coevolutionary streaming classifier under the individual household electric power consumption dataset.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Smart Phone User Behaviour Characterization Based on Autoencoders and Self Organizing Maps.

[BibT_eX]

[DOI]

Deepthi Rajashekar

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Initiating a Moving Target Network Defense with a Real-time Neuro-evolutionary Detector.

[BibT_eX]

[DOI]

Ayse Nur Zincir-Heywood

John T. Jacobs

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Discovering Rubik's Cube Subgroups using Coevolutionary GP: A Five Twist Experiment.

[BibT_eX]

[DOI]

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

On Synergies between Diversity and Task Decomposition in Constructing Complex Systems with GP.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

On the Impact of Class Imbalance in GP Streaming Classification with Label Budgets.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 19th European Conference, 2016

2015

Evolving GP Classifiers for Streaming Data Tasks with Concept Change and Label Budgets: A Benchmarking Study.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Genetic Programming Applications, 2015

Evolutionary model building under streaming data for classification tasks: opportunities and challenges.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2015

Feature selection for robust backscatter DDoS detection.

[BibT_eX]

[DOI]

Eray Balkanli

Proceedings of the 40th IEEE Local Computer Networks Conference Workshops, 2015

Knowledge Transfer from Keepaway Soccer to Half-field Offense through Program Symbiosis: Building Simple Programs for a Complex Task.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Solving Complex Problems with Coevolutionary Algorithms.

[BibT_eX]

[DOI]

Krzysztof Krawiec

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Tapped Delay Lines for GP Streaming Data Classification with Label Budgets.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 18th European Conference, 2015

Benchmarking Stream Clustering for Churn Detection in Dynamic Networks.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science - 18th International Conference, 2015

Better trade exits for foreign exchange currency trading using FXGP.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

On evolutionary subspace clustering with symbiosis.

[BibT_eX]

[DOI]

Evol. Intell., 2014

On the application of GP to streaming data classification tasks with label budgets.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

On botnet behaviour analysis using GP and C4.5.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

On Evolving Multi-agent FX Traders.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

On Diversity, Teaming, and Hierarchical Policies: Observations from the Keepaway Soccer Task.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 17th European Conference, 2014

Genotypic versus Behavioural Diversity for Teams of Programs under the 4-v-3 Keepaway Soccer Task.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Flat vs. symbiotic evolutionary subspace clusterings.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Label free change detection on streaming data with cooperative multi-objective genetic programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

On the impact of streaming interface heuristics on GP trading agents: an FX benchmarking study.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Benchmarking pareto archiving heuristics in the presence of concept drift: diversity versus age.

[BibT_eX]

[DOI]

Aaron Atwater

Jazz Alyxzander Turner-Baggs

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

On GPU Based Fitness Evaluation with Decoupled Training Partition Cardinality.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013

On the Utility of Trading Criteria Based Retraining in Forex Markets.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013

Malicious Automatically Generated Domain Name Detection Using Stateful-SBB.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013

2012

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

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2012

Hierarchical task decomposition through symbiosis in reinforcement learning.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

GP under streaming data constraints: a case for pareto archiving?

[BibT_eX]

[DOI]

Aaron Atwater

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Network Protocol Discovery and Analysis via Live Interaction.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2012

Symbiotic evolutionary subspace clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

On run time libraries and hierarchical symbiosis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Evolutionary computation as an artificial attacker: generating evasion attacks for detector vulnerability testing.

[BibT_eX]

[DOI]

Evol. Intell., 2011

Classification as Clustering: A Pareto Cooperative-Competitive GP Approach.

[BibT_eX]

[DOI]

Evol. Comput., 2011

Can a good offense be a good defense? Vulnerability testing of anomaly detectors through an artificial arms race.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2011

Exploring the state space of an application protocol: A case study of SMTP.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Symposium on Computational Intelligence in Cyber Security, 2011

Genetic optimization and hierarchical clustering applied to encrypted traffic identification.

[BibT_eX]

[DOI]

Carlos Bacquet

Proceedings of the 2011 IEEE Symposium on Computational Intelligence in Cyber Security, 2011

Revisiting the Acrobot 'height' task: An example of efficient evolutionary policy search under an episodic goal seeking task.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010

Symbiosis, complexification and simplicity under GP.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Using Code Bloat to Obfuscate Evolved Network Traffic.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2010

Symbiogenesis as a Mechanism for Building Complex Adaptive Systems: A Review.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2010

Novelty-Based Fitness: An Evaluation under the Santa Fe Trail.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming, 13th European Conference, 2010

Bottom-up evolutionary subspace clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

An analysis of clustering objectives for feature selection applied to encrypted traffic identification.

[BibT_eX]

[DOI]

Carlos Bacquet

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Evolutionary clustering with arbitrary subspaces.

[BibT_eX]

[DOI]

Farzaneh Naghibi

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Benchmarking coevolutionary teaming under classification problems with large attribute spaces.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Classifying SSH encrypted traffic with minimum packet header features using genetic programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Evolving Indirectly Represented Melodies with Corpus-Based Fitness Evaluation.

[BibT_eX]

[DOI]

Jacek Wolkowicz

Vlado Keselj

Proceedings of the Applications of Evolutionary Computing, 2009

Testing Detector Parameterization Using Evolutionary Exploit Generation.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computing, 2009

One-Class Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming, 12th European Conference, 2009

An Investigation of Multi-objective Genetic Algorithms for Encrypted Traffic Identification.

[BibT_eX]

[DOI]

Carlos Bacquet

Proceedings of the Computational Intelligence in Security for Information Systems, 2009

Evolving TCP/IP packets: A case study of port scans.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2009

Optimizing anomaly detector deployment under evolutionary black-box vulnerability testing.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2009

Generating mimicry attacks using genetic programming: A benchmarking study.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Cyber Security, 2009

2008

Coevolutionary bid-based genetic programming for problem decomposition in classification.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2008

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

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Cooperative Problem Decomposition in Pareto Competitive Classifier Models of Coevolution.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming, 11th European Conference, 2008

GP Classification under Imbalanced Data sets: Active Sub-sampling and AUC Approximation.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming, 11th European Conference, 2008

2007

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

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2007

Foundations for an intelligent business logic engine using genetic programming and RuleML-based services.

[BibT_eX]

[DOI]

Int. J. Bus. Process. Integr. Manag., 2007

Introducing probabilistic adaptive mapping developmental genetic programming with redundant mappings.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2007

A hierarchical SOM-based intrusion detection system.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2007

Growing recurrent self organizing map.

[BibT_eX]

[DOI]

Ozge Yeloglu

Proceedings of the IEEE International Conference on Systems, 2007

Multi-objective competitive coevolution for efficient GP classifier problem decomposition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2007

One-class learning with multi-objective genetic programming.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2007

Learning recursive programs with cooperative coevolution of genetic code mapping and genotype.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Pareto-coevolutionary genetic programming for problem decomposition in multi-class classification.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Evolving Buffer Overflow Attacks with Detector Feedback.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutinary Computing, 2007

GP Classifier Problem Decomposition Using First-Price and Second-Price Auctions.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming, 10th European Conference, 2007

Training Binary GP Classifiers Efficiently: A Pareto-coevolutionary Approach.

[BibT_eX]

[DOI]

Michal Lemczyk

Proceedings of the Genetic Programming, 10th European Conference, 2007

Automatically Evading IDS Using GP Authored Attacks.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Security and Defense Applications, 2007

2006

Adding more intelligence to the network routing problem: AntNet and Ga-agents.

[BibT_eX]

[DOI]

Suihong Liang

Appl. Soft Comput., 2006

Probabilistic Adaptive Mapping Developmental Genetic Programming (PAM DGP): A New Developmental Approach.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2006

MOGE: GP classification problem decomposition using multi-objective optimization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Pareto-coevolutionary genetic programming classifier.

[BibT_eX]

[DOI]

Michal Lemczyk

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

On evolving buffer overflow attacks using genetic programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Improving GP classifier generalization using a cluster separation metric.

[BibT_eX]

[DOI]

Ashley George

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Probabilistic (Genotype) Adaptive Mapping Combinations for Developmental Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005

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

[BibT_eX]

[DOI]

Dong Song

IEEE Trans. Evol. Comput., 2005

Speeding up the Self-Organizing Feature Map Using Dynamic Subset Selection.

[BibT_eX]

[DOI]

Leigh Wetmore

Neural Process. Lett., 2005

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

[BibT_eX]

[DOI]

Proceedings of the Third Annual Conference on Privacy, 2005

Diagnostic Support for Glaucoma Using Retinal Images: A Hybrid Image Analysis and Data Mining Approach.

[BibT_eX]

[DOI]

Jin Yu

Syed Sibte Raza Abidi

Paul Habib Artes

Andy McIntyre

Proceedings of the Connecting Medical Informatics and Bio-Informatics - Proceedings of MIE 2005, 2005

Use of a genetic algorithm in brill's transformation-based part-of-speech tagger.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Evolving recurrent models using linear GP.

[BibT_eX]

[DOI]

Xiao Luo

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Context-Based Repeated Sequences in Linear Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming, 8th European Conference, 2005

Toward co-evolutionary training of a multi-class classifier.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

CasGP: building cascaded hierarchical models using niching.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Automated Optic Nerve Analysis for Diagnostic Support in Glaucoma.

[BibT_eX]

[DOI]

Jin Yu

Syed Sibte Raza Abidi

Paul Habib Artes

Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

Comparing Dimension Reduction Techniques for Document Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Intelligence, 2005

Evolving Successful Stack Overflow Attacks for Vulnerability Testing.

[BibT_eX]

[DOI]

Proceedings of the 21st Annual Computer Security Applications Conference (ACSAC 2005), 2005

2004

Resource Review: Three Open Source Systems for Evolving Programs-Lilgp, ECJ and Grammatical Evolution.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2004

On Naïve Crossover Biases with Reproduction for Simple Solutions to Classification Problems.

[BibT_eX]

[DOI]

M. David Terrio

Proceedings of the Genetic and Evolutionary Computation, 2004

On Multi-class Classification by Way of Niching.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2004

Toward Glaucoma Classification with Moment Methods.

[BibT_eX]

[DOI]

Paul Habib Artes

Syed Sibte Raza Abidi

Proceedings of the 1st Canadian Conference on Computer and Robot Vision (CRV 2004) 17-19 May 2004, 2004

On Dataset Biases in a Learning System with Minimum A Priori Information for Intrusion Detection.

[BibT_eX]

[DOI]

Proceedings of the 2nd Annual Conference on Communication Networks and Services Research (CNSR 2004), 2004

Cascaded GP models for data mining.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2004

Towards Efficient Training on Large Datasets for Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Intelligence, 2004

2003

A Linear Genetic Programming Approach to Intrusion Detection.

[BibT_eX]

[DOI]

Dong Song

Proceedings of the Genetic and Evolutionary Computation, 2003

2002

Dynamic page based crossover in linear genetic programming.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2002

Object-Orientated Design of Digital Library Platforms for Multiagent Environments.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2002

Intelligent Packets For Dynamic Network Routing Using Distributed Genetic Algorithm.

[BibT_eX]

Suihong Liang

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

The effect of routing under local information using a social insect metaphor.

[BibT_eX]

[DOI]

Suiliong Liang

Proceedings of the 2002 Congress on Evolutionary Computation, 2002

2001

Negotiating Agents in Manufacturing Decision Making Processes.

[BibT_eX]

[DOI]

Pouwan Lei

Proceedings of the E-Commerce Agents, 2001

2000

Digital library query clearing using clustering and fuzzy decision-making.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2000

Heterogeneous Digital Library Query Platform Using a Truly Distributed Multi-Agent Search.

[BibT_eX]

[DOI]

Int. J. Cooperative Inf. Syst., 2000

Page-based linear genetic programming.

[BibT_eX]

[DOI]

Ayse Nur Zincir-Heywood

Proceedings of the IEEE International Conference on Systems, 2000

Continuous Optimal Controllers Using Hierarchical Mixtures of Experts.

[BibT_eX]

[DOI]

V. Paraskevopoulos

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Reconfigurable computing implementation of binary morphological operators using 4-, 6- and 8-connectivity.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2000

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming, European Conference, 2000

1999

Real-time digital-optical correlator-systems design.

[BibT_eX]

[DOI]

Microprocess. Microsystems, 1999

1998

Systems control for a micro-stereolithography prototype.

[BibT_eX]

[DOI]

Microprocess. Microsystems, 1998

1995

A framework for improved training of Sigma-Pi networks.

[BibT_eX]

[DOI]

Peter Noakes

IEEE Trans. Neural Networks, 1995

1994

A practical framework for training sigma-pi neural networks with an application in rotation invariant pattern recognition.

[BibT_eX]

[DOI]

PhD thesis, 1994

1993

Simple addition to back-propagation learning for dynamic weight pruning, sparse network extraction and faster learning.

[BibT_eX]

[DOI]