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ORCIDColin G. Johnson
Colin Graeme Johnson
Person information
- affiliation: University of Nottingham, UK
- affiliation: University of Kent, UK
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2020 – today
- 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
- [j25]Colin G. Johnson:
New directions in fitness evaluation: commentary on Langdon's JAWS30. Genet. Program. Evolvable Mach. 24(2): 22 (2023) - [c66]Colin G. Johnson:
Building Technological Improvisation Skills through Student-devised Coursework Topics. CompEd (1) 2023: 91-97 - [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] - 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) - [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 - [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)
2010 – 2019
- 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) - [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
- [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) - [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 - [i1]Fabio Paolizzo, Colin G. Johnson:
Autonomy in the interactive music system VIVO. CoRR abs/1711.11319 (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) - [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 - [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
- [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 - [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] - 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) - [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
- [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) - [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
- [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) - [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 - 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) - [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
2000 – 2009
- 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) - [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 - [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 - 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) - [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
- [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) - [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
- [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) - [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 - 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) - [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
- [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) - [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
- [b1]Colin G. Johnson:
A design framework for evolutionary algorithms. University of Kent, UK, 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 - [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] - 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
1990 – 1999
- 1999
- [j1]Colin G. Johnson, Duncan Marsh:
Modelling robot manipulators with multivariate B-splines. Robotica 17(3): 239-247 (1999) - 1998
- [c1]Colin G. Johnson, Duncan Marsh:
A Robot Programming Environment Based on Free-Form CAD Modeling. ICRA 1998: 194-199
Coauthor Index
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