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Colin G. Johnson
Person information
- affiliation: University of Nottingham, UK
- affiliation: University of Kent, UK
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Books and Theses
- 2003
- [b1]Colin G. Johnson:
A design framework for evolutionary algorithms. University of Kent, UK, 2003
Journal Articles
- 2023
- [j25]Colin G. Johnson:
New directions in fitness evaluation: commentary on Langdon's JAWS30. Genet. Program. Evolvable Mach. 24(2): 22 (2023) - 2022
- [j24]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): 393-406 (2022) - 2021
- [j23]Colin G. Johnson
:
Solving the Rubik's cube with stepwise deep learning. Expert Syst. J. Knowl. Eng. 38(3) (2021) - 2019
- [j22]Colin G. Johnson
, Jon McCormack
, Iria Santos
, Juan J. Romero Cardalda:
Understanding Aesthetics and Fitness Measures in Evolutionary Art Systems. Complex. 2019: 3495962:1-3495962:14 (2019) - [j21]Juan Romero
, Colin G. Johnson
, Jon McCormack
:
Complex Systems in Aesthetics and Arts. Complex. 2019: 9836102:1-9836102:2 (2019) - 2017
- [j20]Caroline Rizzi Raymundo
, Colin G. Johnson
, Fabio Fabris
, Patrícia A. Vargas
:
A Situation-Aware Fear Learning (SAFEL) model for robots. Neurocomputing 221: 32-47 (2017) - 2016
- [j19]Colin G. Johnson
:
Fitness in evolutionary art and music: a taxonomy and future prospects. Int. J. Arts Technol. 9(1): 4-25 (2016) - 2014
- [j18]Can Öztürkeri, Colin G. Johnson
:
Self-repair ability of evolved self-assembling systems in cellular automata. Genet. Program. Evolvable Mach. 15(3): 313-341 (2014) - 2013
- [j17]Colin G. Johnson
:
Artistic and musical applications of Internet search technologies: prospects and a case study. Digit. Creativity 24(4): 342-366 (2013) - [j16]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): 64-76 (2013) - 2012
- [j15]Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
:
Inducing decision trees with an ant colony optimization algorithm. Appl. Soft Comput. 12(11): 3615-3626 (2012) - [j14]Colin G. Johnson
:
Connotation in Computational Creativity. Cogn. Comput. 4(3): 280-291 (2012) - 2011
- [j13]Pei He, Lishan Kang, Colin G. Johnson
, Shi Ying:
Hoare logic-based genetic programming. Sci. China Inf. Sci. 54(3): 623-637 (2011) - [j12]Pei He, Colin G. Johnson
, Houfeng Wang:
Modeling grammatical evolution by automaton. Sci. China Inf. Sci. 54(12): 2544-2553 (2011) - [j11]Can Öztürkeri, Colin G. Johnson:
Evolution of Self-Assembling Patterns in Cellular Automata Using Development. J. Cell. Autom. 6(4-5): 257-300 (2011) - 2010
- [j10]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): 165-181 (2010) - 2009
- [j9]Colin G. Johnson
:
Teaching natural computation. IEEE Comput. Intell. Mag. 4(1): 24-30 (2009) - [j8]Lawrence Beadle, Colin G. Johnson
:
Semantic analysis of program initialisation in genetic programming. Genet. Program. Evolvable Mach. 10(3): 307-337 (2009) - 2008
- [j7]Colin G. Johnson
:
A design framework for metaheuristics. Artif. Intell. Rev. 29(2): 163-178 (2008) - [j6]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): 2064-2070 (2008) - 2007
- [j5]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): 152-170 (2007) - 2006
- [j4]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): 97-125 (2006) - 2005
- [j3]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): 5-19 (2005) - 2004
- [j2]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): 25-43 (2004) - 1999
- [j1]Colin G. Johnson
, Duncan Marsh:
Modelling robot manipulators with multivariate B-splines. Robotica 17(3): 239-247 (1999)
Conference and Workshop Papers
- 2023
- [c66]Colin G. Johnson
:
Building Technological Improvisation Skills through Student-devised Coursework Topics. CompEd (1) 2023: 91-97 - 2021
- [c65]Colin G. Johnson
:
Creating a Digital Mirror of Creative Practice. EvoMUSART 2021: 427-442 - 2020
- [c64]Robin Ayling, Colin G. Johnson
, Ling Li
, Ramaswamy Palaniappan:
Pose Estimation from Electromyographical Data using Convolutional Neural Networks. EMBC 2020: 653-656 - [c63]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: 40-48 - [c62]Colin G. Johnson
:
Software Fault Localisation via Probabilistic Modelling. SGAI Conf. 2020: 259-272 - 2019
- [c61]Colin G. Johnson
:
Stepwise Evolutionary Learning Using Deep Learned Guidance Functions. SGAI Conf. 2019: 50-62 - 2018
- [c60]Jerry Swan, Colin G. Johnson
, Edwin C. Brady
:
Subtype polymorphism à la carte via machine learning on dependent types. ISSTA/ECOOP Workshops 2018: 14-16 - [c59]Colin G. Johnson
:
Solving the Rubik's Cube with Learned Guidance Functions. SSCI 2018: 2082-2089 - 2017
- [c58]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: 9-16 - [c57]Sebastian Dziallas, Sally Fincher, Colin G. Johnson
, Ian Utting
:
A First Look at the Year in Computing. ITiCSE 2017: 275-280 - [c56]Caroline Rizzi Raymundo, Colin G. Johnson
, Patrícia A. Vargas
:
Fear Learning for Flexible Decision Making in RoboCup: A Discussion. RoboCup 2017: 59-70 - [c55]Michael Kampouridis
, Adesola Adegboye, Colin G. Johnson
:
Evolving Directional Changes Trading Strategies with a New Event-Based Indicator. SEAL 2017: 727-738 - [c54]Adesola Adegboye, Michael Kampouridis
, Colin G. Johnson
:
Regression genetic programming for estimating trend end in foreign exchange market. SSCI 2017: 1-8 - 2016
- [c53]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: 4229-4235 - [c52]John R. Woodward, Colin G. Johnson
, Alexander E. I. Brownlee:
GP vs GI: If You Can't Beat Them, Join Them. GECCO (Companion) 2016: 1155-1156 - [c51]John R. Woodward, Alexander E. I. Brownlee, Colin G. Johnson
:
Evals is Not Enough: Why We Should Report Wall-clock Time. GECCO (Companion) 2016: 1157-1158 - [c50]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: 1357-1358 - [c49]Caroline Rizzi Raymundo, Colin G. Johnson
, Patrícia A. Vargas
:
Improving the predictive performance of SAFEL: A Situation-Aware FEar Learning model. RO-MAN 2016: 736-742 - 2015
- [c48]Colin G. Johnson
, John R. Woodward:
Fitness as Task-relevant Information Accumulation. GECCO (Companion) 2015: 855-856 - [c47]Caroline Rizzi Raymundo, Colin G. Johnson
, Patrícia A. Vargas
:
An architecture for emotional and context-aware associative learning for robot companions. RO-MAN 2015: 31-36 - 2014
- [c46]Claris Leroux, Fernando E. B. Otero, Colin G. Johnson
:
A genetic programming problem definition language code generator for the epochX framework. GECCO (Companion) 2014: 1149-1154 - [c45]Colin G. Johnson:
Is it Time for Computational Creativity to Grow Up and start being Irresponsible? ICCC 2014: 263-267 - [c44]Caroline Rizzi Raymundo, Colin Graeme Johnson
:
An Artificial Synaptic Plasticity Mechanism for Classical Conditioning with Neural Networks. ISNN 2014: 213-221 - [c43]Keith A. Greenhow, Colin G. Johnson
:
Region Based Image Preprocessor for Feed-Forward Perceptron Based Systems. ISNN 2014: 414-422 - 2013
- [c42]Fernando E. B. Otero, Colin G. Johnson
:
Automated Problem Decomposition for the Boolean Domain with Genetic Programming. EuroGP 2013: 169-180 - [c41]Loïc Vaseux, Fernando E. B. Otero, Tom Castle
, Colin G. Johnson
:
Event-based graphical monitoring in the EpochX genetic programming framework. GECCO (Companion) 2013: 1309-1316 - [c40]Son T. Nguyen, Colin G. Johnson:
Protein Secondary Structure Prediction using an Optimised Bayesian Classification Neural Network. IJCCI 2013: 451-457 - 2012
- [c39]Tom Castle
, Colin G. Johnson
:
Evolving program trees with limited scope variable declarations. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c38]Colin G. Johnson
:
Search-based evolutionary operators for extensionally-defined search spaces: Applications to image search. IEEE Congress on Evolutionary Computation 2012: 1-7 - [c37]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: 1-8 - [c36]Tom Castle
, Colin G. Johnson
:
Evolving High-Level Imperative Program Trees with Strongly Formed Genetic Programming. EuroGP 2012: 1-12 - [c35]Colin G. Johnson
:
Fitness in Evolutionary Art and Music: What Has Been Used and What Could Be Used? EvoMUSART 2012: 129-140 - [c34]Fernando E. B. Otero, Tom Castle
, Colin G. Johnson
:
EpochX: genetic programming in java with statistics and event monitoring. GECCO (Companion) 2012: 93-100 - [c33]Alberto Moraglio, Krzysztof Krawiec
, Colin G. Johnson
:
Geometric Semantic Genetic Programming. PPSN (1) 2012: 21-31 - 2010
- [c32]Alberto Moraglio, Fernando E. B. Otero, Colin G. Johnson
:
The ACO Encoding. ANTS Conference 2010: 528-535 - [c31]Phil T. Cattani, Colin G. Johnson
:
ME-CGP: Multi Expression Cartesian Genetic Programming. IEEE Congress on Evolutionary Computation 2010: 1-6 - [c30]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: 1-8 - [c29]Patrick de Vries, Colin G. Johnson
, Ian C. Blomfield:
Modelling fim Expression in Escherichia Coli K12. CSBio 2010: 14-25 - [c28]Tom Castle, Colin G. Johnson
:
Positional Effect of Crossover and Mutation in Grammatical Evolution. EuroGP 2010: 26-37 - [c27]Alberto Moraglio, Colin G. Johnson
:
Geometric Generalization of the Nelder-Mead Algorithm. EvoCOP 2010: 190-201 - 2009
- [c26]Lawrence Beadle, Colin G. Johnson
:
Semantically driven mutation in genetic programming. IEEE Congress on Evolutionary Computation 2009: 1336-1342 - [c25]Fernando E. B. Otero, Alex Alves Freitas
, Colin G. Johnson
:
Handling continuous attributes in Ant Colony Classification algorithms. CIDM 2009: 225-231 - [c24]Ahmed Okasha, Colin G. Johnson
:
Agent-based computational economics: Studying the effect of different levels of rationality on inflation and unemployment. CIFEr 2009: 20-27 - [c23]Colin G. Johnson
:
Genetic Programming Crossover: Does It Cross over? EuroGP 2009: 97-108 - [c22]Fernando E. B. Otero, Alex Alves Freitas
, Colin G. Johnson
:
A Hierarchical Classification Ant Colony Algorithm for Predicting Gene Ontology Terms. EvoBIO 2009: 68-79 - 2008
- [c21]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: 48-59 - [c20]Susan Stepney, Samson Abramsky, Andy Adamatzky, Colin G. Johnson, Jon Timmis:
Grand Challenge 7: Journeys in Non-Classical Computation. BCS Int. Acad. Conf. 2008: 407-421 - [c19]Lawrence Beadle, Colin G. Johnson
:
Semantically driven crossover in genetic programming. IEEE Congress on Evolutionary Computation 2008: 111-116 - [c18]Colin G. Johnson
:
Multi-level neutrality in optimization. IEEE Congress on Evolutionary Computation 2008: 2599-2604 - [c17]Mudassar Iqbal
, Alex Alves Freitas
, Colin G. Johnson
:
Protein Interaction Inference Using Particle Swarm Optimization Algorithm. EvoBIO 2008: 61-70 - [c16]Colin G. Johnson
:
Student-generated podcasts for learning and assessment. Koli Calling 2008: 84-87 - 2007
- [c15]Colin G. Johnson
:
Genetic Programming with Fitness Based on Model Checking. EuroGP 2007: 114-124 - [c14]Colin G. Johnson
:
A genetic algorithm for coverage problems. GECCO 2007: 1521 - [c13]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: 2651-2658 - 2006
- [c12]Alex Gounaropoulos, Colin G. Johnson
:
Synthesising Timbres and Timbre-Changes from Adjectives/Adverbs. EvoWorkshops 2006: 664-675 - [c11]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: 35-42 - [c10]Colin G. Johnson
, Ursula Fuller:
Is Bloom's taxonomy appropriate for computer science? Koli Calling 2006: 120-123 - [c9]Colin G. Johnson, Alex Gounaropoulos:
Timbre interfaces using adjectives and adverbs. NIME 2006: 101-102 - 2003
- [c8]Colin G. Johnson
:
Artificial Immune System Programming for Symbolic Regression. EuroGP 2003: 345-353 - [c7]Colin G. Johnson
:
Towards a Prehistory of Evolutionary and Adaptive Computation in Music. EvoWorkshops 2003: 502-509 - [c6]Jonathan Moss, Colin G. Johnson:
An ant colony algorithm for multiple sequence alignment in bioinformatics. ICANNGA 2003: 182-186 - [c5]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: 204-216 - [c4]Mark Alston, Colin G. Johnson
, Gary Robinson
:
Colour merging for the visualization of biomolecular sequence data. IV 2003: 169-175 - 2002
- [c3]Colin G. Johnson
:
Deriving Genetic Programming Fitness Properties by Static Analysis. EuroGP 2002: 298-307 - [c2]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: 127-131 - 1998
- [c1]Colin G. Johnson
, Duncan Marsh:
A Robot Programming Environment Based on Free-Form CAD Modeling. ICRA 1998: 194-199
Parts in Books or Collections
- 2009
- [p1]Fernando E. B. Otero, Marc Segond, Alex Alves Freitas, Colin G. Johnson
, Denis Robilliard, Cyril Fonlupt
:
An Empirical Evaluation of the Effectiveness of Different Types of Predictor Attributes in Protein Function Prediction. Foundations of Computational Intelligence (5) 2009: 339-357
Editorship
- 2024
- [e7]Colin G. Johnson
, Sérgio M. Rebelo
, Iria Santos
:
Artificial Intelligence in Music, Sound, Art and Design - 13th International Conference, EvoMUSART 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3-5, 2024, Proceedings. Lecture Notes in Computer Science 14633, Springer 2024, ISBN 978-3-031-56991-3 [contents] - 2023
- [e6]Colin G. Johnson
, Nereida Rodríguez-Fernández
, Sérgio M. Rebelo
:
Artificial Intelligence in Music, Sound, Art and Design - 12th International Conference, EvoMUSART 2023, Held as Part of EvoStar 2023, Brno, Czech Republic, April 12-14, 2023, Proceedings. Lecture Notes in Computer Science 13988, Springer 2023, ISBN 978-3-031-29955-1 [contents] - 2016
- [e5]Colin G. Johnson, Vic Ciesielski, João Correia, Penousal Machado:
Evolutionary and Biologically Inspired Music, Sound, Art and Design - 5th International Conference, EvoMUSART 2016, Porto, Portugal, March 30 - April 1, 2016, Proceedings. Lecture Notes in Computer Science 9596, Springer 2016, ISBN 978-3-319-31007-7 [contents] - 2015
- [e4]Colin G. Johnson
, Adrián Carballal
, João Correia
:
Evolutionary and Biologically Inspired Music, Sound, Art and Design - 4th International Conference, EvoMUSART 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings. Lecture Notes in Computer Science 9027, Springer 2015, ISBN 978-3-319-16497-7 [contents] - 2005
- [e3]Mathieu S. Capcarrère, Alex Alves Freitas, Peter J. Bentley, Colin G. Johnson, Jon Timmis:
Advances in Artificial Life, 8th European Conference, ECAL 2005, Canterbury, UK, September 5-9, 2005, Proceedings. Lecture Notes in Computer Science 3630, Springer 2005, ISBN 3-540-28848-1 [contents] - 2004
- [e2]Günther R. Raidl, Stefano Cagnoni, Jürgen Branke, David Corne, Rolf Drechsler, Yaochu Jin, Colin G. Johnson, Penousal Machado, Elena Marchiori, Franz Rothlauf, George D. Smith, Giovanni Squillero:
Applications of Evolutionary Computing, EvoWorkshops 2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Coimbra, Portugal, April 5-7, 2004, Proceedings. Lecture Notes in Computer Science 3005, Springer 2004, ISBN 3-540-21378-3 [contents] - 2003
- [e1]Günther R. Raidl, Jean-Arcady Meyer, Martin Middendorf, Stefano Cagnoni, Juan J. Romero Cardalda, David Corne, Jens Gottlieb, Agnès Guillot, Emma Hart, Colin G. Johnson, Elena Marchiori:
Applications of Evolutionary Computing, EvoWorkshop 2003: EvoBIO, EvoCOP, EvoIASP, EvoMUSART, EvoROB, and EvoSTIM, Essex, UK, April 14-16, 2003, Proceedings. Lecture Notes in Computer Science 2611, Springer 2003, ISBN 3-540-00976-0 [contents]
Informal and Other Publications
- 2020
- [i2]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 abs/2011.09821 (2020) - 2017
- [i1]Fabio Paolizzo, Colin G. Johnson:
Autonomy in the interactive music system VIVO. CoRR abs/1711.11319 (2017)
Coauthor Index
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
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