Colin G. Johnson

104 papers A* 1A 3B 20C 13Misc 1Journal 28Unranked 32

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Hybrid Reasoning System for Visual Arithmetic Learning. AI (1) Wenbo Zhang, Colin G. Johnson, Ender Özcan
2025	C	`ed.`	Artificial Intelligence in Music, Sound, Art and Design - 14th International Conference, EvoMUSART 2025, Held as Part of EvoStar 2025, Trieste, Italy, April 23-25, 2025, Proceedings EvoMUSART Penousal Machado, Colin G. Johnson, Iria Santos
2025	J	`jnl`	Editorial introduction to the special issue for the tenth anniversary of geometric semantic genetic programming. Genet. Program. Evolvable Mach. Alberto Moraglio, Krzysztof Krawiec, Colin G. Johnson
2024	C	`ed.`	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 EvoMUSART Colin G. Johnson, Sérgio M. Rebelo, Iria Santos
2023	—	`ed.`	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 EvoMUSART@EvoStar Colin G. Johnson, Nereida Rodríguez-Fernández, Sérgio M. Rebelo
2023	—	`conf`	Building Technological Improvisation Skills through Student-devised Coursework Topics. CompEd (1) Colin G. Johnson
2023	J	`jnl`	New directions in fitness evaluation: commentary on Langdon's JAWS30. Genet. Program. Evolvable Mach. Colin G. Johnson
2022	J	`jnl`	Metaheuristics "In the Large". Eur. J. Oper. Res. 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
2021	C	`conf`	Creating a Digital Mirror of Creative Practice. EvoMUSART Colin G. Johnson
2021	J	`jnl`	Solving the Rubik's cube with stepwise deep learning. Expert Syst. J. Knowl. Eng. Colin G. Johnson
2020	A	`conf`	Exploratory path planning for mobile robots in dynamic environments with ant colony optimization. GECCO Valéria de Carvalho Santos, Fernando E. B. Otero, Colin G. Johnson, Fernando Santos Osório, Claudio Fabiano Motta Toledo
2020	—	`conf`	Pose Estimation from Electromyographical Data using Convolutional Neural Networks. EMBC Robin Ayling, Colin G. Johnson, Ling Li, Ramaswamy Palaniappan
2020	—	`conf`	Software Fault Localisation via Probabilistic Modelling. SGAI Conf. Colin G. Johnson
2020	J	`jnl`	Towards Metaheuristics "In the Large". CoRR 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
2019	J	`jnl`	Complex Systems in Aesthetics and Arts. Complex. Juan Romero, Colin G. Johnson, Jon McCormack
2019	—	`conf`	Stepwise Evolutionary Learning Using Deep Learned Guidance Functions. SGAI Conf. Colin G. Johnson
2019	J	`jnl`	Understanding Aesthetics and Fitness Measures in Evolutionary Art Systems. Complex. Colin G. Johnson, Jon McCormack, Iria Santos, Juan J. Romero Cardalda
2018	—	`conf`	Solving the Rubik's Cube with Learned Guidance Functions. SSCI Colin G. Johnson
2018	—	`conf`	Subtype polymorphism à la carte via machine learning on dependent types. ISSTA/ECOOP Workshops Jerry Swan, Colin G. Johnson, Edwin C. Brady
2017	B	`conf`	A First Look at the Year in Computing. ITiCSE Sebastian Dziallas, Sally Fincher, Colin G. Johnson, Ian Utting
2017	J	`jnl`	A Situation-Aware Fear Learning (SAFEL) model for robots. Neurocomputing Caroline Rizzi Raymundo, Colin G. Johnson, Fabio Fabris, Patrícia A. Vargas
2017	J	`jnl`	Autonomy in the interactive music system VIVO. CoRR Fabio Paolizzo, Colin G. Johnson
2017	—	`conf`	Evolving Directional Changes Trading Strategies with a New Event-Based Indicator. SEAL Michael Kampouridis, Adesola Adegboye, Colin G. Johnson
2017	C	`conf`	Fear Learning for Flexible Decision Making in RoboCup: A Discussion. RoboCup Caroline Rizzi Raymundo, Colin G. Johnson, Patrícia A. Vargas
2017	—	`conf`	Regression genetic programming for estimating trend end in foreign exchange market. SSCI Adesola Adegboye, Michael Kampouridis, Colin G. Johnson
2017	C	`conf`	Teaching Computational Creativity. ICCC Margareta Ackerman, Ashok K. Goel, Colin G. Johnson, Anna Jordanous, Carlos León, Rafael Pérez y Pérez, Hannu Toivonen, Dan Ventura
2016	—	`conf`	Connecting Automatic Parameter Tuning, Genetic Programming as a Hyper-heuristic, and Genetic Improvement Programming. GECCO (Companion) John R. Woodward, Colin G. Johnson, Alexander E. I. Brownlee
2016	—	`conf`	Evals is Not Enough: Why We Should Report Wall-clock Time. GECCO (Companion) John R. Woodward, Alexander E. I. Brownlee, Colin G. Johnson
2016	C	`ed.`	Evolutionary and Biologically Inspired Music, Sound, Art and Design - 5th International Conference, EvoMUSART 2016, Porto, Portugal, March 30 - April 1, 2016, Proceedings EvoMUSART Colin G. Johnson, Vic Ciesielski, João Correia, Penousal Machado
2016	B	`conf`	Exploratory path planning using the Max-min ant system algorithm. CEC Valéria de Carvalho Santos, Fernando Santos Osório, Claudio Fabiano Motta Toledo, Fernando E. B. Otero, Colin G. Johnson
2016	J	`jnl`	Fitness in evolutionary art and music: a taxonomy and future prospects. Int. J. Arts Technol. Colin G. Johnson
2016	—	`conf`	GP vs GI: If You Can't Beat Them, Join Them. GECCO (Companion) John R. Woodward, Colin G. Johnson, Alexander E. I. Brownlee
2016	B	`conf`	Improving the predictive performance of SAFEL: A Situation-Aware FEar Learning model. RO-MAN Caroline Rizzi Raymundo, Colin G. Johnson, Patrícia A. Vargas
2015	B	`conf`	An architecture for emotional and context-aware associative learning for robot companions. RO-MAN Caroline Rizzi Raymundo, Colin G. Johnson, Patrícia A. Vargas
2015	C	`ed.`	Evolutionary and Biologically Inspired Music, Sound, Art and Design - 4th International Conference, EvoMUSART 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings EvoMUSART Colin G. Johnson, Adrián Carballal, João Correia
2015	—	`conf`	Fitness as Task-relevant Information Accumulation. GECCO (Companion) Colin G. Johnson, John R. Woodward
2014	—	`conf`	A genetic programming problem definition language code generator for the epochX framework. GECCO (Companion) Claris Leroux, Fernando E. B. Otero, Colin G. Johnson
2014	C	`conf`	Is it Time for Computational Creativity to Grow Up and start being Irresponsible? ICCC Colin G. Johnson
2014	C	`conf`	Region Based Image Preprocessor for Feed-Forward Perceptron Based Systems. ISNN Keith A. Greenhow, Colin G. Johnson
2014	J	`jnl`	Self-repair ability of evolved self-assembling systems in cellular automata. Genet. Program. Evolvable Mach. Can Öztürkeri, Colin G. Johnson
2013	J	`jnl`	A New Sequential Covering Strategy for Inducing Classification Rules With Ant Colony Algorithms. IEEE Trans. Evol. Comput. Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
2013	J	`jnl`	Artistic and musical applications of Internet search technologies: prospects and a case study. Digit. Creativity Colin G. Johnson
2013	B	`conf`	Automated Problem Decomposition for the Boolean Domain with Genetic Programming. EuroGP Fernando E. B. Otero, Colin G. Johnson
2013	—	`conf`	Event-based graphical monitoring in the EpochX genetic programming framework. GECCO (Companion) Loïc Vaseux, Fernando E. B. Otero, Tom Castle, Colin G. Johnson
2013	C	`conf`	Protein Secondary Structure Prediction using an Optimised Bayesian Classification Neural Network. IJCCI Son T. Nguyen, Colin G. Johnson
2012	J	`jnl`	Connotation in Computational Creativity. Cogn. Comput. Colin G. Johnson
2012	—	`conf`	EpochX: genetic programming in java with statistics and event monitoring. GECCO (Companion) Fernando E. B. Otero, Tom Castle, Colin G. Johnson
2012	B	`conf`	Evolving High-Level Imperative Program Trees with Strongly Formed Genetic Programming. EuroGP Tom Castle, Colin G. Johnson
2012	B	`conf`	Evolving program trees with limited scope variable declarations. IEEE Congress on Evolutionary Computation Tom Castle, Colin G. Johnson
2012	B	`conf`	Evolving recursive programs using non-recursive scaffolding. IEEE Congress on Evolutionary Computation Alberto Moraglio, Fernando E. B. Otero, Colin G. Johnson, Simon J. Thompson, Alex Alves Freitas
2012	C	`conf`	Fitness in Evolutionary Art and Music: What Has Been Used and What Could Be Used? EvoMUSART Colin G. Johnson
2012	—	`conf`	Geometric Semantic Genetic Programming. PPSN (1) Alberto Moraglio, Krzysztof Krawiec, Colin G. Johnson
2012	J	`jnl`	Inducing decision trees with an ant colony optimization algorithm. Appl. Soft Comput. Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
2012	B	`conf`	Search-based evolutionary operators for extensionally-defined search spaces: Applications to image search. IEEE Congress on Evolutionary Computation Colin G. Johnson
2011	J	`jnl`	Evolution of Self-Assembling Patterns in Cellular Automata Using Development. J. Cell. Autom. Can Öztürkeri, Colin G. Johnson
2011	J	`jnl`	Hoare logic-based genetic programming. Sci. China Inf. Sci. Pei He, Lishan Kang, Colin G. Johnson, Shi Ying
2011	J	`jnl`	Modeling grammatical evolution by automaton. Sci. China Inf. Sci. Pei He, Colin G. Johnson, Houfeng Wang
2010	J	`jnl`	A hierarchical multi-label classification ant colony algorithm for protein function prediction. Memetic Comput. Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
2010	B	`conf`	Geometric Generalization of the Nelder-Mead Algorithm. EvoCOP Alberto Moraglio, Colin G. Johnson
2010	B	`conf`	ME-CGP: Multi Expression Cartesian Genetic Programming. IEEE Congress on Evolutionary Computation Phil T. Cattani, Colin G. Johnson
2010	—	`conf`	Modelling CSBio Patrick de Vries, Colin G. Johnson, Ian C. Blomfield
2010	B	`conf`	Positional Effect of Crossover and Mutation in Grammatical Evolution. EuroGP Tom Castle, Colin G. Johnson
2010	—	`conf`	The ACO Encoding. ANTS Conference Alberto Moraglio, Fernando E. B. Otero, Colin G. Johnson
2010	B	`conf`	The effect of level of rationality on macro-activities of the Lucas-Island model. IEEE Congress on Evolutionary Computation Ahmed Okasha, Colin G. Johnson
2009	—	`conf`	A Hierarchical Classification Ant Colony Algorithm for Predicting Gene Ontology Terms. EvoBIO Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
2009	—	`conf`	Agent-based computational economics: Studying the effect of different levels of rationality on inflation and unemployment. CIFEr Ahmed Okasha, Colin G. Johnson
2009	—	`ch.`	An Empirical Evaluation of the Effectiveness of Different Types of Predictor Attributes in Protein Function Prediction. Foundations of Computational Intelligence (5) Fernando E. B. Otero, Marc Segond, Alex Alves Freitas, Colin G. Johnson, Denis Robilliard, Cyril Fonlupt
2009	B	`conf`	Genetic Programming Crossover: Does It Cross over? EuroGP Colin G. Johnson
2009	C	`conf`	Handling continuous attributes in Ant Colony Classification algorithms. CIDM Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
2009	J	`jnl`	Semantic analysis of program initialisation in genetic programming. Genet. Program. Evolvable Mach. Lawrence Beadle, Colin G. Johnson
2009	B	`conf`	Semantically driven mutation in genetic programming. IEEE Congress on Evolutionary Computation Lawrence Beadle, Colin G. Johnson
2009	J	`jnl`	Teaching natural computation. IEEE Comput. Intell. Mag. Colin G. Johnson
2008	J	`jnl`	A design framework for metaheuristics. Artif. Intell. Rev. Colin G. Johnson
2008	—	`conf`	Grand Challenge 7: Journeys in Non-Classical Computation. BCS Int. Acad. Conf. Susan Stepney, Samson Abramsky, Andy Adamatzky, Colin G. Johnson, Jon Timmis
2008	J	`jnl`	Message-passing algorithms for the prediction of protein domain interactions from protein-protein interaction data. Bioinform. Mudassar Iqbal, Alex Alves Freitas, Colin G. Johnson, Massimo Vergassola
2008	B	`conf`	Multi-level neutrality in optimization. IEEE Congress on Evolutionary Computation Colin G. Johnson
2008	—	`conf`	Protein Interaction Inference Using Particle Swarm Optimization Algorithm. EvoBIO Mudassar Iqbal, Alex Alves Freitas, Colin G. Johnson
2008	B	`conf`	Semantically driven crossover in genetic programming. IEEE Congress on Evolutionary Computation Lawrence Beadle, Colin G. Johnson
2008	—	`conf`	Student-generated podcasts for learning and assessment. Koli Calling Colin G. Johnson
2008	—	`conf`	cAnt-Miner: An Ant Colony Classification Algorithm to Cope with Continuous Attributes. ANTS Conference Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson
2007	A	`conf`	A genetic algorithm for coverage problems. GECCO Colin G. Johnson
2007	J	`jnl`	Developing a computer science-specific learning taxonomy. ACM SIGCSE Bull. 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
2007	B	`conf`	Genetic Programming with Fitness Based on Model Checking. EuroGP Colin G. Johnson
2007	—	`conf`	Particle swarm and bayesian networks applied to attribute selection for protein functional classification. GECCO (Companion) Elon Santos Correa, Alex Alves Freitas, Colin G. Johnson
2006	A	`conf`	A new discrete particle swarm algorithm applied to attribute selection in a bioinformatics data set. GECCO Elon Santos Correa, Alex Alves Freitas, Colin G. Johnson
2006	—	`conf`	Is Bloom's taxonomy appropriate for computer science? Koli Calling Colin G. Johnson, Ursula Fuller
2006	J	`jnl`	Journeys in non-classical computation II: initial journeys and waypoints. Int. J. Parallel Emergent Distributed Syst. 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
2006	—	`conf`	Synthesising Timbres and Timbre-Changes from Adjectives/Adverbs. EvoWorkshops Alex Gounaropoulos, Colin G. Johnson
2006	—	`conf`	Timbre interfaces using adjectives and adverbs. NIME Colin G. Johnson, Alex Gounaropoulos
2005	—	`ed.`	Advances in Artificial Life, 8th European Conference, ECAL 2005, Canterbury, UK, September 5-9, 2005, Proceedings ECAL Mathieu S. Capcarrère, Alex Alves Freitas, Peter J. Bentley, Colin G. Johnson, Jon Timmis
2005	J	`jnl`	Journeys in non-classical computation I: A grand challenge for computing research. Parallel Algorithms Appl. 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
2004	—	`ed.`	Applications of Evolutionary Computing, EvoWorkshops 2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Coimbra, Portugal, April 5-7, 2004, Proceedings EvoWorkshops 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
2004	J	`jnl`	Individual-based simulation of the clustering behaviour of epidermal growth factor receptors. Sci. Program. Jacki P. Goldman, William J. Gullick, Colin G. Johnson
2003	—	`—`	A design framework for evolutionary algorithms. Colin G. Johnson
2003	—	`conf`	An ant colony algorithm for multiple sequence alignment in bioinformatics. ICANNGA Jonathan Moss, Colin G. Johnson
2003	—	`ed.`	Applications of Evolutionary Computing, EvoWorkshop 2003: EvoBIO, EvoCOP, EvoIASP, EvoMUSART, EvoROB, and EvoSTIM, Essex, UK, April 14-16, 2003, Proceedings EvoWorkshops 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
2003	B	`conf`	Artificial Immune System Programming for Symbolic Regression. EuroGP Colin G. Johnson
2003	—	`conf`	Artificial Immune Systems and the Grand Challenge for Non-classical Computation. ICARIS Susan Stepney, John A. Clark, Colin G. Johnson, Derek Partridge, Robert E. Smith
2003	C	`conf`	Colour merging for the visualization of biomolecular sequence data. IV Mark Alston, Colin G. Johnson, Gary Robinson
2003	—	`conf`	Towards a Prehistory of Evolutionary and Adaptive Computation in Music. EvoWorkshops Colin G. Johnson
2002	B	`conf`	Deriving Genetic Programming Fitness Properties by Static Analysis. EuroGP Colin G. Johnson
2002	Misc	`conf`	Individual-based simulation of the clustering behaviour of epidermal growth factor receptors. SAC Jacki P. Goldman, William J. Gullick, Dennis Bray, Colin G. Johnson
1999	J	`jnl`	Modelling robot manipulators with multivariate B-splines. Robotica Colin G. Johnson, Duncan Marsh
1998	A*	`conf`	A Robot Programming Environment Based on Free-Form CAD Modeling. ICRA Colin G. Johnson, Duncan Marsh