Colin G. Johnson

ORCID

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 27

Top Venues

University of Kent, UK (PHD)

Education History

University of Kent, UK

PHD

Publications

Colin G. Johnson
Building Technological Improvisation Skills through Student-devised Coursework Topics. CompEd (1) (2023)
Colin G. Johnson
New directions in fitness evaluation: commentary on Langdon's JAWS30. Genet. Program. Evolvable Mach. 24 (2) (2023)
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
Metaheuristics "In the Large". Eur. J. Oper. Res. 297 (2) (2022)
Colin G. Johnson
Creating a Digital Mirror of Creative Practice. EvoMUSART (2021)
Colin G. Johnson
Solving the Rubik's cube with stepwise deep learning. Expert Syst. J. Knowl. Eng. 38 (3) (2021)
Robin Ayling, Colin G. Johnson, Ling Li, Ramaswamy Palaniappan
Pose Estimation from Electromyographical Data using Convolutional Neural Networks. EMBC (2020)
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
Towards Metaheuristics "In the Large". CoRR (2020)
Valéria de Carvalho Santos, Fernando E. B. Otero, Colin G. Johnson, Fernando Santos Osório, Claudio Fabiano Motta Toledo
Exploratory path planning for mobile robots in dynamic environments with ant colony optimization. GECCO (2020)
Colin G. Johnson
Software Fault Localisation via Probabilistic Modelling. SGAI Conf. (2020)
Juan Romero, Colin G. Johnson, Jon McCormack
Complex Systems in Aesthetics and Arts. Complex. 2019 (2019)
Colin G. Johnson, Jon McCormack, Iria Santos, Juan J. Romero Cardalda
Understanding Aesthetics and Fitness Measures in Evolutionary Art Systems. Complex. 2019 (2019)
Colin G. Johnson
Stepwise Evolutionary Learning Using Deep Learned Guidance Functions. SGAI Conf. (2019)
Colin G. Johnson
Solving the Rubik's Cube with Learned Guidance Functions. SSCI (2018)
Jerry Swan, Colin G. Johnson, Edwin C. Brady
Subtype polymorphism à la carte via machine learning on dependent types. ISSTA/ECOOP Workshops (2018)
Margareta Ackerman, Ashok K. Goel, Colin G. Johnson, Anna Jordanous, Carlos León, Rafael Pérez y Pérez, Hannu Toivonen, Dan Ventura
Teaching Computational Creativity. ICCC (2017)
Caroline Rizzi Raymundo, Colin G. Johnson, Patrícia A. Vargas
Fear Learning for Flexible Decision Making in RoboCup: A Discussion. RoboCup (2017)
Michael Kampouridis, Adesola Adegboye, Colin G. Johnson
Evolving Directional Changes Trading Strategies with a New Event-Based Indicator. SEAL (2017)
Sebastian Dziallas, Sally Fincher, Colin G. Johnson, Ian Utting
A First Look at the Year in Computing. ITiCSE (2017)
Caroline Rizzi Raymundo, Colin G. Johnson, Fabio Fabris, Patrícia A. Vargas
A Situation-Aware Fear Learning (SAFEL) model for robots. Neurocomputing 221 (2017)
Adesola Adegboye, Michael Kampouridis, Colin G. Johnson
Regression genetic programming for estimating trend end in foreign exchange market. SSCI (2017)
Fabio Paolizzo, Colin G. Johnson
Autonomy in the interactive music system VIVO. CoRR (2017)
Caroline Rizzi Raymundo, Colin G. Johnson, Patrícia A. Vargas
Improving the predictive performance of SAFEL: A Situation-Aware FEar Learning model. RO-MAN (2016)
Valéria de Carvalho Santos, Fernando Santos Osório, Claudio Fabiano Motta Toledo, Fernando E. B. Otero, Colin G. Johnson
Exploratory path planning using the Max-min ant system algorithm. CEC (2016)
John R. Woodward, Colin G. Johnson, Alexander E. I. Brownlee
Connecting Automatic Parameter Tuning, Genetic Programming as a Hyper-heuristic, and Genetic Improvement Programming. GECCO (Companion) (2016)
John R. Woodward, Colin G. Johnson, Alexander E. I. Brownlee
GP vs GI: If You Can't Beat Them, Join Them. GECCO (Companion) (2016)
Colin G. Johnson
Fitness in evolutionary art and music: a taxonomy and future prospects. Int. J. Arts Technol. 9 (1) (2016)
John R. Woodward, Alexander E. I. Brownlee, Colin G. Johnson
Evals is Not Enough: Why We Should Report Wall-clock Time. GECCO (Companion) (2016)
Caroline Rizzi Raymundo, Colin G. Johnson, Patrícia A. Vargas
An architecture for emotional and context-aware associative learning for robot companions. RO-MAN (2015)
Colin G. Johnson, John R. Woodward
Fitness as Task-relevant Information Accumulation. GECCO (Companion) (2015)
Colin G. Johnson
Is it Time for Computational Creativity to Grow Up and start being Irresponsible? ICCC (2014)
Can Öztürkeri, Colin G. Johnson
Self-repair ability of evolved self-assembling systems in cellular automata. Genet. Program. Evolvable Mach. 15 (3) (2014)
Claris Leroux, Fernando E. B. Otero, Colin G. Johnson
A genetic programming problem definition language code generator for the epochX framework. GECCO (Companion) (2014)
Keith A. Greenhow, Colin G. Johnson
Region Based Image Preprocessor for Feed-Forward Perceptron Based Systems. ISNN (2014)
Loïc Vaseux, Fernando E. B. Otero, Tom Castle, Colin G. Johnson
Event-based graphical monitoring in the EpochX genetic programming framework. GECCO (Companion) (2013)
Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
A New Sequential Covering Strategy for Inducing Classification Rules With Ant Colony Algorithms. IEEE Trans. Evol. Comput. 17 (1) (2013)
Fernando E. B. Otero, Colin G. Johnson
Automated Problem Decomposition for the Boolean Domain with Genetic Programming. EuroGP (2013)
Son T. Nguyen, Colin G. Johnson
Protein Secondary Structure Prediction using an Optimised Bayesian Classification Neural Network. IJCCI (2013)
Colin G. Johnson
Search-based evolutionary operators for extensionally-defined search spaces: Applications to image search. IEEE Congress on Evolutionary Computation (2012)
Tom Castle, Colin G. Johnson
Evolving High-Level Imperative Program Trees with Strongly Formed Genetic Programming. EuroGP (2012)
Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
Inducing decision trees with an ant colony optimization algorithm. Appl. Soft Comput. 12 (11) (2012)
Alberto Moraglio, Krzysztof Krawiec, Colin G. Johnson
Geometric Semantic Genetic Programming. PPSN (1) (2012)
Fernando E. B. Otero, Tom Castle, Colin G. Johnson
EpochX: genetic programming in java with statistics and event monitoring. GECCO (Companion) (2012)
Alberto Moraglio, Fernando E. B. Otero, Colin G. Johnson, Simon J. Thompson, Alex Alves Freitas
Evolving recursive programs using non-recursive scaffolding. IEEE Congress on Evolutionary Computation (2012)
Colin G. Johnson
Connotation in Computational Creativity. Cogn. Comput. 4 (3) (2012)
Tom Castle, Colin G. Johnson
Evolving program trees with limited scope variable declarations. IEEE Congress on Evolutionary Computation (2012)
Colin G. Johnson
Fitness in Evolutionary Art and Music: What Has Been Used and What Could Be Used? EvoMUSART (2012)
Pei He, Colin G. Johnson, Houfeng Wang
Modeling grammatical evolution by automaton. Sci. China Inf. Sci. 54 (12) (2011)
Pei He, Lishan Kang, Colin G. Johnson, Shi Ying
Hoare logic-based genetic programming. Sci. China Inf. Sci. 54 (3) (2011)
Can Öztürkeri, Colin G. Johnson
Evolution of Self-Assembling Patterns in Cellular Automata Using Development. J. Cell. Autom. 6 (4-5) (2011)
Phil T. Cattani, Colin G. Johnson
ME-CGP: Multi Expression Cartesian Genetic Programming. IEEE Congress on Evolutionary Computation (2010)
Alberto Moraglio, Colin G. Johnson
Geometric Generalization of the Nelder-Mead Algorithm. EvoCOP (2010)
Ahmed Okasha, Colin G. Johnson
The effect of level of rationality on macro-activities of the Lucas-Island model. IEEE Congress on Evolutionary Computation (2010)
Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
A hierarchical multi-label classification ant colony algorithm for protein function prediction. Memetic Comput. 2 (3) (2010)
Patrick de Vries, Colin G. Johnson, Ian C. Blomfield
K12. CSBio (2010)
Tom Castle, Colin G. Johnson
Positional Effect of Crossover and Mutation in Grammatical Evolution. EuroGP (2010)
Alberto Moraglio, Fernando E. B. Otero, Colin G. Johnson
The ACO Encoding. ANTS Conference (2010)
Colin G. Johnson
Genetic Programming Crossover: Does It Cross over? EuroGP (2009)
Ahmed Okasha, Colin G. Johnson
Agent-based computational economics: Studying the effect of different levels of rationality on inflation and unemployment. CIFEr (2009)
Lawrence Beadle, Colin G. Johnson
Semantic analysis of program initialisation in genetic programming. Genet. Program. Evolvable Mach. 10 (3) (2009)
Lawrence Beadle, Colin G. Johnson
Semantically driven mutation in genetic programming. IEEE Congress on Evolutionary Computation (2009)
Colin G. Johnson
Teaching natural computation. IEEE Comput. Intell. Mag. 4 (1) (2009)
Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
Handling continuous attributes in Ant Colony Classification algorithms. CIDM (2009)
Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
A Hierarchical Classification Ant Colony Algorithm for Predicting Gene Ontology Terms. EvoBIO (2009)
Mudassar Iqbal, Alex Alves Freitas, Colin G. Johnson, Massimo Vergassola
Message-passing algorithms for the prediction of protein domain interactions from protein-protein interaction data. Bioinform. 24 (18) (2008)
Mudassar Iqbal, Alex Alves Freitas, Colin G. Johnson
Protein Interaction Inference Using Particle Swarm Optimization Algorithm. EvoBIO (2008)
Colin G. Johnson
Multi-level neutrality in optimization. IEEE Congress on Evolutionary Computation (2008)
Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
cAnt-Miner: An Ant Colony Classification Algorithm to Cope with Continuous Attributes. ANTS Conference (2008)
Lawrence Beadle, Colin G. Johnson
Semantically driven crossover in genetic programming. IEEE Congress on Evolutionary Computation (2008)
Susan Stepney, Samson Abramsky, Andy Adamatzky, Colin G. Johnson, Jon Timmis
Grand Challenge 7: Journeys in Non-Classical Computation. BCS Int. Acad. Conf. (2008)
Colin G. Johnson
A design framework for metaheuristics. Artif. Intell. Rev. 29 (2) (2008)
Colin G. Johnson
Student-generated podcasts for learning and assessment. Koli Calling (2008)
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
Developing a computer science-specific learning taxonomy. ACM SIGCSE Bull. 39 (4) (2007)
Colin G. Johnson
Genetic Programming with Fitness Based on Model Checking. EuroGP (2007)
Colin G. Johnson
A genetic algorithm for coverage problems. GECCO (2007)
Elon Santos Correa, Alex Alves Freitas, Colin G. Johnson
Particle swarm and bayesian networks applied to attribute selection for protein functional classification. GECCO (Companion) (2007)
Alex Gounaropoulos, Colin G. Johnson
Synthesising Timbres and Timbre-Changes from Adjectives/Adverbs. EvoWorkshops (2006)
Colin G. Johnson, Alex Gounaropoulos
Timbre interfaces using adjectives and adverbs. NIME (2006)
Colin G. Johnson, Ursula Fuller
Is Bloom's taxonomy appropriate for computer science? Koli Calling (2006)
Elon Santos Correa, Alex Alves Freitas, Colin G. Johnson
A new discrete particle swarm algorithm applied to attribute selection in a bioinformatics data set. GECCO (2006)
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
Journeys in non-classical computation II: initial journeys and waypoints. Int. J. Parallel Emergent Distributed Syst. 21 (2) (2006)
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
Journeys in non-classical computation I: A grand challenge for computing research. Parallel Algorithms Appl. 20 (1) (2005)
Jacki P. Goldman, William J. Gullick, Colin G. Johnson
Individual-based simulation of the clustering behaviour of epidermal growth factor receptors. Sci. Program. 12 (1) (2004)
Colin G. Johnson
Artificial Immune System Programming for Symbolic Regression. EuroGP (2003)
Jonathan Moss, Colin G. Johnson
An ant colony algorithm for multiple sequence alignment in bioinformatics. ICANNGA (2003)
Susan Stepney, John A. Clark, Colin G. Johnson, Derek Partridge, Robert E. Smith
Artificial Immune Systems and the Grand Challenge for Non-classical Computation. ICARIS (2003)
Mark Alston, Colin G. Johnson, Gary Robinson
Colour merging for the visualization of biomolecular sequence data. IV (2003)
Colin G. Johnson
Towards a Prehistory of Evolutionary and Adaptive Computation in Music. EvoWorkshops (2003)
Jacki P. Goldman, William J. Gullick, Dennis Bray, Colin G. Johnson
Individual-based simulation of the clustering behaviour of epidermal growth factor receptors. SAC (2002)
Colin G. Johnson
Deriving Genetic Programming Fitness Properties by Static Analysis. EuroGP (2002)
Colin G. Johnson, Duncan Marsh
Modelling robot manipulators with multivariate B-splines. Robotica 17 (3) (1999)
Colin G. Johnson, Duncan Marsh
A Robot Programming Environment Based on Free-Form CAD Modeling. ICRA (1998)

Colin G. Johnson.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Colin G. Johnson