Colin G. Johnson

According to our database, Colin G. Johnson authored at least 95 papers between 1998 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2023

New directions in fitness evaluation: commentary on Langdon's JAWS30.

Colin G. Johnson

Genet. Program. Evolvable Mach., December, 2023

Building Technological Improvisation Skills through Student-devised Coursework Topics.

Colin G. Johnson

Proceedings of the ACM Conference on Global Computing Education Vol 1, 2023

2022

Metaheuristics "In the Large".

Jerry Swan, Steven Adriænsen, Alexander E. I. Brownlee, Kevin Hammond, Colin G. Johnson, Ahmed Kheiri, Faustyna Krawiec, Juan Julián Merelo, Leandro L. Minku, Ender Özcan, Gisele L. Pappa, Pablo García-Sánchez, Kenneth Sörensen, Stefan Voß, Markus Wagner, David R. White

Eur. J. Oper. Res., 2022

2021

Solving the Rubik's cube with stepwise deep learning.

Colin G. Johnson

Expert Syst. J. Knowl. Eng., 2021

Creating a Digital Mirror of Creative Practice.

Colin G. Johnson

Proceedings of the Artificial Intelligence in Music, Sound, Art and Design, 2021

2020

Towards Metaheuristics "In the Large".

Jerry Swan, Steven Adriænsen, Alexander E. I. Brownlee, Colin G. Johnson, Ahmed Kheiri, Faustyna Krawiec, Juan Julián Merelo Guervós, Leandro L. Minku, Ender Özcan, Gisele L. Pappa, Pablo García-Sánchez, Kenneth Sörensen, Stefan Voß, Markus Wagner, David Robert White

CoRR, 2020

Software Fault Localisation via Probabilistic Modelling.

Colin G. Johnson

Proceedings of the Artificial Intelligence XXXVII, 2020

Exploratory path planning for mobile robots in dynamic environments with ant colony optimization.

Valéria de Carvalho Santos, Fernando E. B. Otero, Colin G. Johnson, Fernando Santos Osório, Claudio Fabiano Motta Toledo

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Pose Estimation from Electromyographical Data using Convolutional Neural Networks.

Robin Ayling, Colin G. Johnson, Ling Li, Ramaswamy Palaniappan

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Complex Systems in Aesthetics and Arts.

Juan Romero, Colin G. Johnson, Jon McCormack

Complex., 2019

Understanding Aesthetics and Fitness Measures in Evolutionary Art Systems.

Colin G. Johnson, Jon McCormack, Iria Santos, Juan J. Romero Cardalda

Complex., 2019

Stepwise Evolutionary Learning Using Deep Learned Guidance Functions.

Colin G. Johnson

Proceedings of the Artificial Intelligence XXXVI, 2019

2018

Solving the Rubik's Cube with Learned Guidance Functions.

Colin G. Johnson

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Subtype polymorphism à la carte via machine learning on dependent types.

Jerry Swan, Colin G. Johnson, Edwin C. Brady

Proceedings of the Companion Proceedings for the ISSTA/ECOOP 2018 Workshops, 2018

2017

A Situation-Aware Fear Learning (SAFEL) model for robots.

Caroline Rizzi Raymundo, Colin G. Johnson, Fabio Fabris, Patrícia A. Vargas

Neurocomputing, 2017

Autonomy in the interactive music system VIVO.

Fabio Paolizzo, Colin G. Johnson

CoRR, 2017

Regression genetic programming for estimating trend end in foreign exchange market.

Adesola Adegboye, Michael Kampouridis, Colin G. Johnson

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Evolving Directional Changes Trading Strategies with a New Event-Based Indicator.

Michael Kampouridis, Adesola Adegboye, Colin G. Johnson

Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

Fear Learning for Flexible Decision Making in RoboCup: A Discussion.

Caroline Rizzi Raymundo, Colin G. Johnson, Patrícia A. Vargas

Proceedings of the RoboCup 2017: Robot World Cup XXI [Nagoya, Japan, July 27-31, 2017]., 2017

A First Look at the Year in Computing.

Sebastian Dziallas, Sally Fincher, Colin G. Johnson, Ian Utting

Proceedings of the 2017 ACM Conference on Innovation and Technology in Computer Science Education, 2017

Teaching Computational Creativity.

Margareta Ackerman, Ashok K. Goel, Colin G. Johnson, Anna Jordanous, Carlos León, Rafael Pérez y Pérez, Hannu Toivonen, Dan Ventura

Proceedings of the Eighth International Conference on Computational Creativity, 2017

2016

Fitness in evolutionary art and music: a taxonomy and future prospects.

Colin G. Johnson

Int. J. Arts Technol., 2016

Improving the predictive performance of SAFEL: A Situation-Aware FEar Learning model.

Caroline Rizzi Raymundo, Colin G. Johnson, Patrícia A. Vargas

Proceedings of the 25th IEEE International Symposium on Robot and Human Interactive Communication, 2016

Connecting Automatic Parameter Tuning, Genetic Programming as a Hyper-heuristic, and Genetic Improvement Programming.

John R. Woodward, Colin G. Johnson, Alexander E. I. Brownlee

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

GP vs GI: If You Can't Beat Them, Join Them.

John R. Woodward, Colin G. Johnson, Alexander E. I. Brownlee

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Evals is Not Enough: Why We Should Report Wall-clock Time.

John R. Woodward, Alexander E. I. Brownlee, Colin G. Johnson

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Exploratory path planning using the Max-min ant system algorithm.

Valéria de Carvalho Santos, Fernando Santos Osório, Claudio Fabiano Motta Toledo, Fernando E. B. Otero, Colin G. Johnson

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

An architecture for emotional and context-aware associative learning for robot companions.

Caroline Rizzi Raymundo, Colin G. Johnson, Patrícia A. Vargas

Proceedings of the 24th IEEE International Symposium on Robot and Human Interactive Communication, 2015

Fitness as Task-relevant Information Accumulation.

Colin G. Johnson, John R. Woodward

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014

Self-repair ability of evolved self-assembling systems in cellular automata.

Can Öztürkeri, Colin G. Johnson

Genet. Program. Evolvable Mach., 2014

An Artificial Synaptic Plasticity Mechanism for Classical Conditioning with Neural Networks.

Caroline Rizzi Raymundo, Colin Graeme Johnson

Proceedings of the Advances in Neural Networks - ISNN 2014, 2014

Region Based Image Preprocessor for Feed-Forward Perceptron Based Systems.

Keith A. Greenhow, Colin G. Johnson

Proceedings of the Advances in Neural Networks - ISNN 2014, 2014

Is it Time for Computational Creativity to Grow Up and start being Irresponsible?

Colin G. Johnson

Proceedings of the Fifth International Conference on Computational Creativity, 2014

A genetic programming problem definition language code generator for the epochX framework.

Claris Leroux, Fernando E. B. Otero, Colin G. Johnson

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013

A New Sequential Covering Strategy for Inducing Classification Rules With Ant Colony Algorithms.

Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson

IEEE Trans. Evol. Comput., 2013

Artistic and musical applications of Internet search technologies: prospects and a case study.

Colin G. Johnson

Digit. Creativity, 2013

Protein Secondary Structure Prediction using an Optimised Bayesian Classification Neural Network.

Son T. Nguyen, Colin G. Johnson

Proceedings of the IJCCI 2013, 2013

Event-based graphical monitoring in the EpochX genetic programming framework.

Loïc Vaseux, Fernando E. B. Otero, Tom Castle, Colin G. Johnson

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Automated Problem Decomposition for the Boolean Domain with Genetic Programming.

Fernando E. B. Otero, Colin G. Johnson

Proceedings of the Genetic Programming - 16th European Conference, 2013

2012

Connotation in Computational Creativity.

Colin G. Johnson

Cogn. Comput., 2012

Inducing decision trees with an ant colony optimization algorithm.

Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson

Appl. Soft Comput., 2012

Geometric Semantic Genetic Programming.

Alberto Moraglio, Krzysztof Krawiec, Colin G. Johnson

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

EpochX: genetic programming in java with statistics and event monitoring.

Fernando E. B. Otero, Tom Castle, Colin G. Johnson

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Fitness in Evolutionary Art and Music: What Has Been Used and What Could Be Used?

Colin G. Johnson

Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2012

Evolving High-Level Imperative Program Trees with Strongly Formed Genetic Programming.

Tom Castle, Colin G. Johnson

Proceedings of the Genetic Programming - 15th European Conference, 2012

Evolving recursive programs using non-recursive scaffolding.

Alberto Moraglio, Fernando E. B. Otero, Colin G. Johnson, Simon J. Thompson, Alex Alves Freitas

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Search-based evolutionary operators for extensionally-defined search spaces: Applications to image search.

Colin G. Johnson

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Evolving program trees with limited scope variable declarations.

Tom Castle, Colin G. Johnson

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Evolution of Self-Assembling Patterns in Cellular Automata Using Development.

Can Öztürkeri, Colin G. Johnson

J. Cell. Autom., 2011

Hoare logic-based genetic programming.

Pei He, Lishan Kang, Colin G. Johnson, Shi Ying

Sci. China Inf. Sci., 2011

Modeling grammatical evolution by automaton.

Pei He, Colin G. Johnson, Houfeng Wang

Sci. China Inf. Sci., 2011

2010

A hierarchical multi-label classification ant colony algorithm for protein function prediction.

Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson

Memetic Comput., 2010

Geometric Generalization of the Nelder-Mead Algorithm.

Alberto Moraglio, Colin G. Johnson

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2010

Positional Effect of Crossover and Mutation in Grammatical Evolution.

Tom Castle, Colin G. Johnson

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

Modelling <i>fim</i> Expression in <i>Escherichia Coli</i> K12.

Patrick de Vries, Colin G. Johnson, Ian C. Blomfield

Proceedings of the Computational Systems-Biology and Bioinformatics, 2010

The effect of level of rationality on macro-activities of the Lucas-Island model.

Ahmed Okasha, Colin G. Johnson

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

ME-CGP: Multi Expression Cartesian Genetic Programming.

Phil T. Cattani, Colin G. Johnson

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

The ACO Encoding.

Alberto Moraglio, Fernando E. B. Otero, Colin G. Johnson

Proceedings of the Swarm Intelligence - 7th International Conference, 2010

2009

An Empirical Evaluation of the Effectiveness of Different Types of Predictor Attributes in Protein Function Prediction.

Fernando E. B. Otero, Marc Segond, Alex Alves Freitas, Colin G. Johnson, Denis Robilliard, Cyril Fonlupt

Proceedings of the Foundations of Computational Intelligence, 2009

Semantic analysis of program initialisation in genetic programming.

Lawrence Beadle, Colin G. Johnson

Genet. Program. Evolvable Mach., 2009

Teaching natural computation.

Colin G. Johnson

IEEE Comput. Intell. Mag., 2009

A Hierarchical Classification Ant Colony Algorithm for Predicting Gene Ontology Terms.

Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson

Proceedings of the Evolutionary Computation, 2009

Genetic Programming Crossover: Does It Cross over?

Colin G. Johnson

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

Agent-based computational economics: Studying the effect of different levels of rationality on inflation and unemployment.

Ahmed Okasha, Colin G. Johnson

Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Financial Engineering, 2009

Handling continuous attributes in Ant Colony Classification algorithms.

Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2009

Semantically driven mutation in genetic programming.

Lawrence Beadle, Colin G. Johnson

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

Message-passing algorithms for the prediction of protein domain interactions from protein-protein interaction data.

Mudassar Iqbal, Alex Alves Freitas, Colin G. Johnson, Massimo Vergassola

Bioinform., 2008

A design framework for metaheuristics.

Colin G. Johnson

Artif. Intell. Rev., 2008

Student-generated podcasts for learning and assessment.

Colin G. Johnson

Proceedings of the 8th International Conference on Computing Education Research, 2008

Protein Interaction Inference Using Particle Swarm Optimization Algorithm.

Mudassar Iqbal, Alex Alves Freitas, Colin G. Johnson

Proceedings of the Evolutionary Computation, 2008

Multi-level neutrality in optimization.

Colin G. Johnson

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Semantically driven crossover in genetic programming.

Lawrence Beadle, Colin G. Johnson

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Grand Challenge 7: Journeys in Non-Classical Computation.

Susan Stepney, Samson Abramsky, Andy Adamatzky, Colin G. Johnson, Jon Timmis

Proceedings of the Visions of Computer Science, 2008

cAnt-Miner: An Ant Colony Classification Algorithm to Cope with Continuous Attributes.

Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson

Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2008

2007

Developing a computer science-specific learning taxonomy.

Ursula Fuller, Colin G. Johnson, Tuukka Ahoniemi, Diana Cukierman, Isidoro Hernán-Losada, Jana Jacková, Essi Lahtinen, Tracy L. Lewis, Donna McGee Thompson, Charles Riedesel, Errol Thompson

ACM SIGCSE Bull., 2007

A genetic algorithm for coverage problems.

Colin G. Johnson

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Particle swarm and bayesian networks applied to attribute selection for protein functional classification.

Elon Santos Correa, Alex Alves Freitas, Colin G. Johnson

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Genetic Programming with Fitness Based on Model Checking.

Colin G. Johnson

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

2006

Journeys in non-classical computation II: initial journeys and waypoints.

Susan Stepney, Samuel L. Braunstein, John A. Clark, Andrew M. Tyrrell, Andrew Adamatzky, Robert E. Smith, Thomas R. Addis, Colin G. Johnson, Jonathan Timmis, Peter H. Welch, Robin Milner, Derek Partridge

Int. J. Parallel Emergent Distributed Syst., 2006

Timbre interfaces using adjectives and adverbs.

Colin G. Johnson, Alex Gounaropoulos

Proceedings of the New Interfaces for Musical Expression, 2006

Is Bloom's taxonomy appropriate for computer science?

Colin G. Johnson, Ursula Fuller

Proceedings of the 6th Baltic Sea Conference on Computing Education Research, 2006

A new discrete particle swarm algorithm applied to attribute selection in a bioinformatics data set.

Elon Santos Correa, Alex Alves Freitas, Colin G. Johnson

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Synthesising Timbres and Timbre-Changes from Adjectives/Adverbs.

Alex Gounaropoulos, Colin G. Johnson

Proceedings of the Applications of Evolutionary Computing, 2006

2005

Journeys in non-classical computation I: A grand challenge for computing research.

Susan Stepney, Samuel L. Braunstein, John A. Clark, Andrew M. Tyrrell, Andrew Adamatzky, Robert E. Smith, Tom Addis, Colin G. Johnson, Jonathan Timmis, Peter H. Welch, Robin Milner, Derek Partridge

Parallel Algorithms Appl., 2005

2004

Individual-based simulation of the clustering behaviour of epidermal growth factor receptors.

Jacki P. Goldman, William J. Gullick, Colin G. Johnson

Sci. Program., 2004

2003

A design framework for evolutionary algorithms.

Colin G. Johnson

PhD thesis, 2003

Colour merging for the visualization of biomolecular sequence data.

Mark Alston, Colin G. Johnson, Gary Robinson

Proceedings of the Seventh International Conference on Information Visualization, 2003

Artificial Immune Systems and the Grand Challenge for Non-classical Computation.

Susan Stepney, John A. Clark, Colin G. Johnson, Derek Partridge, Robert E. Smith

Proceedings of the Artificial Immune Systems, Second International Conference, 2003

An ant colony algorithm for multiple sequence alignment in bioinformatics.

Jonathan Moss, Colin G. Johnson

Proceedings of the Artificial Neural Nets and Genetic Algorithms, 2003

Towards a Prehistory of Evolutionary and Adaptive Computation in Music.

Colin G. Johnson

Proceedings of the Applications of Evolutionary Computing, 2003

Artificial Immune System Programming for Symbolic Regression.

Colin G. Johnson

Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003

2002

Individual-based simulation of the clustering behaviour of epidermal growth factor receptors.

Jacki P. Goldman, William J. Gullick, Dennis Bray, Colin G. Johnson

Proceedings of the 2002 ACM Symposium on Applied Computing (SAC), 2002

Deriving Genetic Programming Fitness Properties by Static Analysis.

Colin G. Johnson

Proceedings of the Genetic Programming, 5th European Conference, 2002

1999

Modelling robot manipulators with multivariate B-splines.

Colin G. Johnson, Duncan Marsh

Robotica, 1999

1998

A Robot Programming Environment Based on Free-Form CAD Modeling.

Colin G. Johnson, Duncan Marsh

Proceedings of the IEEE International Conference on Robotics and Automation, 1998