Research
Computational Creativity, AI, Game Design, Computer Art, Automated Program Synthesis
Interests
I have 25+ years of experience in AI, including generative technologies, such as deep learning, evolutionary approaches and procedural content generation.
Publications
Publications of specific relevance to the Centre for Multimodal AI
2025
Vibe Sorcery: Integrating Emotion Recognition with Generative Music for Playlist CurationUrrego-Gómez I Colton S Roman I
International Society for Music Information Retrieval: 1st Workshop on Large Language Models for Music & Audio (LLM4MA).
20-09-2025 
Yin-Yang: Developing Motifs With Long-Term Structure And ControllabilityBhandari K Wiggins GA Colton S
In
Arxiv 29-01-2025Yin-Yang: Developing Motifs with Long-Term Structure and ControllabilityBhandari K Wiggins GA Colton S
Lecture Notes in Computer Science. vol. 15611, 1-17.
01-01-2025 2024
Automatic Generation of Expressive Piano MiniaturesColton S Bradshaw L Banar B Bhandari K
International Conference on Computational Creativity (ICCC) Sweden 17 Jun 2024 - 21 Jun 2024.
17-06-2024 Motifs, Phrases, and Beyond: The Modelling of
Structure in Symbolic Music GenerationBhandari K
Artificial Intelligence in Music, Sound, Art and Design – 13th International Conference, EvoMUSART 2024 Aberystwyth, Wales, United Kingdom 3 Apr 2024 - 5 Apr 2024.
03-04-2024 2023
AI-Driven Sonification of Automatically Designed GamesCardinale S Cook M Colton S
AAAI conference on Artificial Intelligence and Interactive Digital Entertainment 8 Oct 2023 - 12 Oct 2023.
08-10-2023 A Tool for Generating Controllable Variations of Musical Themes Using Variational Autoencoders with Latent Space RegularisationBanar B Bryan-Kinns N
Proceedings of the AAAI Conference on Artificial Intelligence. vol. 37 (13), 16401-16403.
26-06-2023 Towards Mode Balancing of Generative Models via Diversity WeightsBerns S Colton S
14th International Conference on Computational Creativity.
19-06-2023 Neuro-Symbolic Composition of Music with Talking PointsCardinale S Colton S
14th International Conference on Computational Creativity (ICCC 2023) 19 Jun 2023 - 23 Jun 2023.
19-06-2023 Autoregressive Self-Evaluation: A Case Study of Music Generation Using Large Language ModelsBanar B
2023 IEEE Conference on Artificial Intelligence (CAI). vol. 00, 264-265.
06-06-2023 A Tool for Composing Music via Graphic Scores in the style of György Ligeti’s Artikulation using Self-supervised Representation LearningBanar B
AAAI 2023 The 37th AAAI Conference on Artificial Intelligence - Creative AI Across Modalities Workshop.
13-02-2023 Automatically Adding to Artistic CulturesColton S
In
Artificial Intelligence in Music, Sound, Art and Design,
Springer Nature 50-66.
01-01-2023 Extending Generative Neo-Riemannian Theory for Event-Based Soundtrack ProductionColton S
In
Artificial Intelligence in Music, Sound, Art and Design,
Springer Nature 67-83.
01-01-2023 2022
Finding Chemical Organisations of Matter-Conserving AChemsYoung J
The Conference on Artificial Life.
18-07-2022 Connecting Audio and Graphic Score using Self-supervised Representation Learning - A Case Study with György Ligeti's ArtikulationBanar B Colton S
International Conference on Computational Creativity 2022.
27-06-2022 Neo-Riemannian Theory for Generative Film and Videogame MusicCardinale S Colton S
International Conference on Computational Creativity 27 Jun 2022 - 1 Jul 2022.
27-06-2022 A Quality-Diversity-based Evaluation Strategy for Symbolic Music GenerationBanar B Colton S
International Conference on Learning Representations 2022 Machine Learning Evaluation Standards Workshop 29 Apr 2022.
29-04-2022 Identifying Critical Decision Points in Musical Compositions using Machine LearningBanar B
2022 IEEE 24th International Workshop on Multimedia Signal Processing (MMSP). vol. 00, 1-6.
28-01-2022 A Systematic Evaluation of GPT-2-Based Music GenerationBanar B
In
Artificial Intelligence in Music, Sound, Art and Design,
Springer Nature 19-35.
01-01-2022 Towards Educating Artificial Neural SystemsColton S
Ceur Workshop Proceedings. vol. 3212
01-01-2022 PrefaceApperly I Bundy A Cohn A Colton S Cussens J D'Avila Garcez A Jamnik M Jay C et al.
Ceur Workshop Proceedings vol. 3227
01-01-2022 The @artbhot Text-To-Image Twitter BotSmith A Colton S
Proceedings of the 13th International Conference on Computational Creativity Iccc 2022., 175-179.
01-01-2022 2021
Exploring XAI for the Arts: Explaining Latent Space in Generative MusicBryan-Kinns N Banar B Ford C Zhang Y Armitage J
NeurIPS 2021 - eXplainable AI Approaches for Debugging and Diagnosis Workshop.
14-12-2021 Expressivity of parameterized and data-driven representations in quality diversity searchHagg A Berns S Asteroth A Colton S
Proceedings of the Genetic and Evolutionary Computation Conference., 678-686.
26-06-2021 Generating Music with Extreme Passages using GPT-2Banar B Colton S
Evo* 2021.
17-06-2021 Danesh: Interactive Tools for Understanding Procedural Content GeneratorsCook M Gow J Colton S
IEEE Transactions on Games,
Institute of Electrical and Electronics Engineers (IEEE) vol. 14 (3), 329-338.
07-05-2021 Evolving Neural Style Transfer BlendsColton S
Lecture Notes in Computer Science. vol. 12693, 65-81.
01-01-2021 First experiments in the automatic generation of pseudo-profound pseudo-bullshit image titlesColton S Ferrer BP
Aisb Convention 2021 Communication and Conversations.
01-01-2021 Generative Search Engines: Initial ExperimentsColton S Smith A Murdock R
Proceedings of the 12th International Conference on Computational Creativity Iccc 2021., 237-247.
01-01-2021 Automating Generative Deep Learning for Artistic Purposes: Challenges and OpportunitiesBerns S Broad T Guckelsberger C Colton S
Proceedings of the 12th International Conference on Computational Creativity Iccc 2021., 357-366.
01-01-2021 GANlapse Generative PhotographyColton S Ferrer BP
Proceedings of the 12th International Conference on Computational Creativity Iccc 2021., 281-285.
01-01-2021 Active Divergence with Generative Deep Learning - A Survey and TaxonomyBroad T Berns S Colton S
Proceedings of the 12th International Conference on Computational Creativity Iccc 2021., 227-236.
01-01-2021 2020
Bridging Generative Deep Learning and Computational CreativityBerns S
International Conference on Computational Creativity 7 Sep 2020 - 11 Sep 2020.
07-09-2020 Adapting and Enhancing Evolutionary Art for Casual CreationColton S McCormack J Berns S Petrovskaya E
Lecture Notes in Computer Science. vol. 12103, 17-34.
01-01-2020 Controlling Self-organization in Generative Creative SystemsYoung J
In
Artificial Intelligence in Music, Sound, Art and Design,
Springer Nature 194-209.
01-01-2020 Possibilities and Limitations for AI: What Can’t Machines Do?Colton S
In
Work in The Future,
Springer Nature 109-122.
01-01-2020 2019
Towards Liveness in Game DevelopmentMartin AR Colton S
2019 IEEE Conference on Games (CoG). vol. 00, 1-4.
23-08-2019 General Analytical Techniques For Parameter-Based Procedural Content GeneratorsCook M Colton S Smith G
2019 IEEE Conference on Games (CoG). vol. 00, 1-8.
23-08-2019 Guest Editorial Special Issue on AI-Based and AI-Assisted Game Design IEEE Transactions on Games,
Institute of Electrical and Electronics Engineers (IEEE) vol. 11 (1), 1-4.
01-03-2019 The HR3 system for automated code generation in creative settingsColton S Pease A
Proceedings of the 10th International Conference on Computational Creativity Iccc 2019., 108-115.
01-01-2019 The importance of applying computational creativity to scientific and mathematical domainsPease A Colton S Warburton C Nathanail A Preda I Arnold D
Proceedings of the 10th International Conference on Computational Creativity Iccc 2019., 250-257.
01-01-2019 Framing in computational creativity - A survey and taxonomyCook M Colton S Pease A Llano MT
Proceedings of the 10th International Conference on Computational Creativity Iccc 2019., 156-163.
01-01-2019 Camera Obscurer: Generative Art for Design InspirationSingh D Rajcic N Colton S
Lecture Notes in Computer Science. vol. 11453, 51-68.
01-01-2019 2018
Inferring Design Constraints From Game Ruleset AnalysisCook M Colton S
2018 IEEE Conference on Computational Intelligence and Games (CIG). vol. 00, 1-8.
17-08-2018 Curious users of casual creatorsNelson MJ Gaudl SE Colton S Deterding S
Proceedings of the 13th International Conference on the Foundations of Digital Games., 1-6.
07-08-2018 Rapid game jams with fluidic games: A user study & design methodologyGaudl SE Nelson MJ Colton S Saunders R Powley EJ Pérez Ferrer B
Entertainment Computing vol. 27, 1-9.
08-03-2018 Issues of authenticity in autonomously creative systemsColton S Pease A
Proceedings of the 9th International Conference on Computational Creativity Iccc 2018., 272-279.
01-01-2018 Neighbouring communities: Interaction, lessons and opportunitiesCook M
Proceedings of the 9th International Conference on Computational Creativity Iccc 2018., 256-263.
01-01-2018 Investigating and automating the creative act of software engineeringColton S Powley EJ
Proceedings of the 9th International Conference on Computational Creativity Iccc 2018., 224-231.
01-01-2018 Redesigning computationally creative systems for continuous creationCook M
Proceedings of the 9th International Conference on Computational Creativity Iccc 2018., 32-39.
01-01-2018 A parameter-space design methodology for casual creatorsColton S Nelson MJ Gaudl Rob Saunders SE Ferrer BP
Proceedings of the 9th International Conference on Computational Creativity Iccc 2018., 264-271.
01-01-2018 The Use of Automated Theory Formation in Support of Hazard AnalysisIreland A Llano MT
Lecture Notes in Computer Science. vol. 10811, 237-243.
01-01-2018 2017
Addressing the “Why?” in computational creativity: A non-anthropocentric, minimal model of intentional creative agencyGuckelsberger C Salge C
Proceedings of the 8th International Conference on Computational Creativity, ICCC 2017.
01-01-2017 Wevva: Democratising game designPowley EJ Nelson MJ Gaudl SE Colton S Saunders R
Proceedings of the 13th Aaai Conference on Artificial Intelligence and Interactive Digital Entertainment Aiide 2017., 273-275.
01-01-2017 Exploring novel game spaces with fluidic gamesGaudl SE Nelson MJ Colton S Saunders R Powley EJ Ferrer BP
Proceedings of Aisb Annual Convention 2017., 344-347.
01-01-2017 Mixed-initiative approaches to on-device mobile game designNelson MJ Colton S Powley EJ Gaudl SE Ivey P
Ceur Workshop Proceedings. vol. 1907
01-01-2017 Fluidic games in cultural contextsNelson MJ Gaudl SE Colton S Powley EJ Ferrer BP
Proceedings of the 8th International Conference on Computational Creativity Iccc 2017.
01-01-2017 2016
The ANGELINA Videogame Design System—Part IICook M Colton S
IEEE Transactions on Computational Intelligence and AI in Games vol. 9 (3), 254-266.
28-03-2016 The ANGELINA Videogame Design SystemPart ICook M Colton S Gow J
IEEE Transactions on Games,
Institute of Electrical and Electronics Engineers (IEEE) vol. 9 (2), 192-203.
09-03-2016 Automated Fictional Ideation via Knowledge Base ManipulationLlano MT Colton S Hepworth R
Cognitive Computation vol. 8 (2), 153-174.
11-01-2016 Intrinsically Motivated General Companion NPCs via Coupled Empowerment MaximisationGuckelsberger C Salge C Colton S
2016 IEEE Conference on Computational Intelligence and Games (CIG)., 1-8.
01-01-2016 Supportive and antagonistic behaviour in distributed computational creativity via coupled empowerment maximisationGuckelsberger C Salge C
Proceedings of the 7th International Conference on Computational Creativity Iccc 2016., 9-16.
01-01-2016 The Flowr online platform: Automated programming and computational creativity as a serviceCharnley J Colton S Llano MT
Proceedings of the 7th International Conference on Computational Creativity Iccc 2016., 363-370.
01-01-2016 Semi-Automated Level Design via Auto-Playtesting for Handheld Casual Game CreationPowley EJ Colton S Gaudl S Saunders R
2016 IEEE Conference on Computational Intelligence and Games (CIG)., 1-8.
01-01-2016 The beyond the Fence musical and computer says show documentaryColton S Llano MT Hepworth R Charnley J Gale CV Baron A Collins N Sturm B et al.
Proceedings of the 7th International Conference on Computational Creativity Iccc 2016., 311-320.
01-01-2016 Semi-Automated Design Space Exploration for Formal ModellingGrov G Ireland A Llano MT Kovacs P
Lecture Notes in Computer Science. vol. 9675, 282-289.
01-01-2016 2015
Computational poetry workshop: Making sense of work in progressCorneli J Jordanous A Shepperd R Misztal J Colton S
Proceedings of the 6th International Conference on Computational Creativity Iccc 2015., 268-275.
01-01-2015 The painting fool sees! New projects with the automated painterColton S Halskov J Ventura D Gouldstone I
Proceedings of the 6th International Conference on Computational Creativity Iccc 2015., 189-196.
01-01-2015 Hybrid procedural content generation: A proposalCook M Colton S
Aisb Convention 2015.
01-01-2015 2014
Toward the Adaptive Generation of Bespoke Game ContentBrowne C Colton S Cook M Gow J
In
Handbook of Digital Games 17-61.
07-04-2014 Toward the Adaptive Generation of Bespoke Game ContentBrowne C Colton S Cook M Gow J
In
Handbook of Digital Games,
Wiley 15-61.
07-03-2014 Towards the automatic generation of fictional ideas for gamesLlano MT Cook M Guckelsberger C Colton S
Aaai Workshop Technical Report. vol. WS-14-16, 35-41.
01-01-2014 Coinvent: Towards a computational concept invention theorySchorlemmer M Smaill A Kühnberger KU Kutz O Colton S
Proceedings of the 5th International Conference on Computational Creativity Iccc 2014.
01-01-2014 The Flowr framework: Automated flowchart construction, optimisation and alteration for creative systemsCharnley J Colton S Llano MT
Proceedings of the 5th International Conference on Computational Creativity Iccc 2014.
01-01-2014 Assessing progress in building autonomously creative systemsColton S Pease A Corneli J
Proceedings of the 5th International Conference on Computational Creativity Iccc 2014.
01-01-2014 Baseline methods for automated fictional ideationLlano MT Hepworth R Colton S Gow J Charnley J Žnidaršič M
Proceedings of the 5th International Conference on Computational Creativity Iccc 2014.
01-01-2014 Ludus ex machina: Building a 3D game designer that competes alongside humansCook M
Proceedings of the 5th International Conference on Computational Creativity Iccc 2014.
01-01-2014 You can’t know my mind: A festival of computational creativityColton S Ventura D
Proceedings of the 5th International Conference on Computational Creativity Iccc 2014.
01-01-2014 A rogue dream: Automatically generating meaningful content for gamesCook M Colton S
Aaai Workshop Technical Report. vol. WS-14-16, 2-7.
01-01-2014 On acid drops and teardrops: Observer issues in computational creativityColton S Cook M Hepworth R
Aisb 2014 50th Annual Convention of the Aisb.
01-01-2014 Automating game design in three dimensionsCook M Colton S
Aisb 2014 50th Annual Convention of the Aisb.
01-01-2014 The HR3 discovery system: Design decisions and implementation detailsColton S Ramezani R Llano MT
Aisb 2014 50th Annual Convention of the Aisb.
01-01-2014 Automating fictional ideation using conceptnetLlano MT Hepworth R Colton S
Aisb 2014 50th Annual Convention of the Aisb.
01-01-2014 To that sect and other short gamesCook M Colton S
Aisb 2014 50th Annual Convention of the Aisb.
01-01-2014 Countdown numbers game: Solved, analysed, extendedColton S
Aisb 2014 50th Annual Convention of the Aisb.
01-01-2014 2013
Bridging the Gap Between Argumentation Theory and the Philosophy of MathematicsPease A Smaill A Colton S
In
The Argument of Mathematics,
Springer Nature 309-338.
01-01-2013 A discussion on serendipity in creative systemsPease A Colton S Ramezani R Charnley J
Proceedings of the 4th International Conference on Computational Creativity Iccc 2013., 64-71.
01-01-2013 Using theory formation techniques for the invention of fictional conceptsCavallo F Pease A Colton S
Proceedings of the 4th International Conference on Computational Creativity Iccc 2013., 176-183.
01-01-2013 From mechanics to meaning and back again: Exploring techniques for the contextualisation of codeCook M Colton S
Aaai Workshop Technical Report. vol. WS-13-19, 2-6.
01-01-2013 Nobody's a critic: On the evaluation of creative code generators - A case study in videogame designCook M Colton S
Proceedings of the 4th International Conference on Computational Creativity Iccc 2013., 123-130.
01-01-2013 Towards Narrative Ideation via Cross-Context Link Discovery Using Banded MatricesPerovšek M Cestnik B Urbančič T
Lecture Notes in Computer Science. vol. 8207, 333-344.
01-01-2013 Mechanic Miner: Reflection-Driven Game Mechanic Discovery and Level DesignCook M Colton S Raad A
Lecture Notes in Computer Science. vol. 7835, 284-293.
01-01-2013 2012
Aesthetic considerations for automated platformer designCook M Colton S
Proceedings of the 8th Aaai Conference on Artificial Intelligence and Interactive Digital Entertainment Aiide 2012., 124-129.
01-12-2012 Mining rules from player experience and activity dataGow J Colton S
Proceedings of the 8th Aaai Conference on Artificial Intelligence and Interactive Digital Entertainment Aiide 2012., 148-153.
01-12-2012 Computational Creativity in a Closed Game SystemBrowne C Colton S
2012 IEEE Conference on Computational Intelligence and Games (CIG)., 296-303.
01-09-2012 Guest Editorial: Special Issue on Computational Aesthetics in GamesBrowne C Yannakakis GN
IEEE Transactions on Games,
Institute of Electrical and Electronics Engineers (IEEE) vol. 4 (3), 149-151.
01-09-2012 Unsupervised Modeling of Player Style with LDAGow J Baumgarten R Cairns P Colton S
IEEE Transactions on Games,
Institute of Electrical and Electronics Engineers (IEEE) vol. 4 (3), 152-166.
16-08-2012 A Survey of Monte Carlo Tree Search MethodsBrowne CB Powley E Whitehouse D Lucas SM Cowling PI Rohlfshagen P Tavener S Perez D et al.
IEEE Transactions on Games,
Institute of Electrical and Electronics Engineers (IEEE) vol. 4 (1), 1-43.
03-02-2012 Computational Creativity: The Final Frontier?Colton Simon Wiggins Geraint A.
Frontiers in Artificial Intelligence and Applications.
01-01-2012 Full-FACE poetry generationColton S Goodwin J
Proceedings of the 3rd International Conference on Computational Creativity Iccc 2012., 95-102.
01-01-2012 On the notion of framing in computational creativityCharnley J Pease A
Proceedings of the 3rd International Conference on Computational Creativity Iccc 2012., 77-81.
01-01-2012 ANGELINA - Coevolution in automated game designCook M Colton S
Proceedings of the 3rd International Conference on Computational Creativity Iccc 2012.
01-01-2012 The Painting Fool: Stories from Building an Automated PainterColton S
In
Computers and Creativity,
Springer Nature 3-38.
01-01-2012 Initial Results from Co-operative Co-evolution for Automated Platformer DesignCook M Colton S Gow J
Lecture Notes in Computer Science. vol. 7248, 194-203.
01-01-2012 Evolving a Library of Artistic Scene DescriptorsColton S
Lecture Notes in Computer Science. vol. 7247, 35-47.
01-01-2012 2011
Computational creativity theory: Inspirations behind the face and the IDEA modelsPease A
Proceedings of the 2nd International Conference on Computational Creativity Iccc 2011., 72-77.
01-12-2011 Computational creativity theory: The FACE and IDEA descriptive modelsColton S Charnley J
Proceedings of the 2nd International Conference on Computational Creativity Iccc 2011., 90-95.
01-12-2011 Automated collage generation - With more intentCook M Colton S
Proceedings of the 2nd International Conference on Computational Creativity Iccc 2011., 1-3.
01-12-2011 The painting fool in new dimensionsColton S
Proceedings of the 2nd International Conference on Computational Creativity Iccc 2011.
01-12-2011 On impact and evaluation in computational creativity: A discussion of the Turing test and an alternative proposalPease A Colton S
Aisb 2011 Computing and Philosophy., 15-22.
01-12-2011 Multi-Faceted Evolution Of Simple Arcade GamesCook M
2011 IEEE Conference on Computational Intelligence and Games (CIG'11)., 289-296.
01-08-2011 Ludic Considerations of Tablet-Based Evo-ArtColton S Cook M Raad A
Lecture Notes in Computer Science. vol. 6625, 223-233.
01-01-2011 2010
Applying lakatos-style reasoning to AI problemsPease A Ireland A Colton S Ramezani R Smaill A Llano MT
In
Thinking Machines and The Philosophy of Computer Science Concepts and Principles 149-173.
01-12-2010 Automated collage generation - With intentKrzeczkowska A El-Hage J Colton S
Proceedings of the International Conference on Computational Creativity Iccc 10., 36-40.
01-12-2010 The painting fool teaching interfaceColton S
Proceedings of the International Conference on Computational Creativity Iccc 10.
01-12-2010 Evolving pixel shaders for the prototype video game SubversionHowlett A Colton S
Proceedings of the 3rd International Symposium on AI and Games A Symposium at the Aisb 2010 Convention., 41-46.
01-12-2010 Player classification using a meta-clustering approachRamirez-Cano D Colton S
Cgat 2010 Computer Games Multimedia and Allied Technology Proceedings., 297-304.
01-12-2010 Experiments in objet trouvé browsingColton S Gow J Torres P
Proceedings of the International Conference on Computational Creativity Iccc 10., 238-247.
01-12-2010 Capturing Player Experience with Post-Game CommentariesGow J Cairns P Colton S
3rd Annual International Conferences on Computer Games, Multimedia and Allied Technology (CGAT 2010).
06-04-2010 Using Analogical Representations for Mathematical Concept FormationPease A Colton S Ramezani R Smaill A
Studies in Computational Intelligence. vol. 314, 301-314.
01-01-2010 Evolving 3D Buildings for the Prototype Video Game SubversionMartin A Colton S Browne C
Lecture Notes in Computer Science. vol. 6024, 111-120.
01-01-2010 Evolving Behaviour Trees for the Commercial Game DEFCONLim C-U Baumgarten R Colton S
Lecture Notes in Computer Science. vol. 6024, 100-110.
01-01-2010 Towards Ontology Use, Re-use and Abuse in a Computational Creativity CollectiveColton Simon
Frontiers in Artificial Intelligence and Applications.
01-01-2010 2009
AI and Games SymposiumRomano D Moffat D El Rhalibi A Narayek A Pavia A Ballin D Livingstone D Friedman D et al.
Adaptive and Emergent Behaviour and Complex Systems Proceedings of the 23rd Convention of the Society for the Study of Artificial Intelligence and Simulation of Behaviour Aisb 2009., 1-2.
01-12-2009 Experiments in example-based image filter retrievalTorres P Colton S
Ceur Workshop Proceedings. vol. 437, 9-16.
01-12-2009 Towards a computational model of embodied mathematical languagePease A Crook P Smaill A Colton S
Adaptive and Emergent Behaviour and Complex Systems Proceedings of the 23rd Convention of the Society for the Study of Artificial Intelligence and Simulation of Behaviour Aisb 2009., 35-37.
01-12-2009 Towards the automatic invention of simple mixed reality gamesBaumgarten R Nika M Gow J Colton S
Adaptive and Emergent Behaviour and Complex Systems Proceedings of the 23rd Convention of the Society for the Study of Artificial Intelligence and Simulation of Behaviour Aisb 2009., 53-58.
01-12-2009 Computational Creativity: Coming of AgeColton S de Mántaras RL
AI Magazine,
Wiley vol. 30 (3), 11-14.
01-09-2009 Evolving Approximate Image FiltersColton S Torres P
Lecture Notes in Computer Science. vol. 5484, 467-477.
01-01-2009 Evolving Simple Art-Based GamesColton S Browne C
Lecture Notes in Computer Science. vol. 5484, 283-292.
01-01-2009 Seven Catchy Phrases for Computational Creativity ResearchColton S
Dagstuhl Seminar Proceedings. vol. 9291
01-01-2009 2008
Combining AI Methods for Learning Bots in a Real‐Time Strategy GameBaumgarten R Colton S Morris M
International Journal of Computer Games Technology,
Wiley vol. 2009 (1)
28-12-2008 Applications of a Global Workspace framework to mathematical discoveryCharnley J Colton S
Ceur Workshop Proceedings. vol. 378, 1-16.
01-12-2008 Emotionally aware automated portrait paintingValstar M Colton S
Belgian Netherlands Artificial Intelligence Conference., 407-408.
01-12-2008 Experiments in constraint-based automated scene generationColton S
Proceedings of the International Joint Workshop on Computational Creativity 2008., 127-136.
01-12-2008 Bridging the Gap Between Argumentation Theory and the Philosophy of MathematicsPease A Smaill A Colton S
Foundations of Science,
Springer Nature vol. 14 (1-2), 111-135.
30-10-2008 AAAI Spring Symposium - Technical Report: PrefaceVentura D Maher ML
Aaai Spring Symposium Technical Report. vol. SS-08-03
30-09-2008 Creativity versus the perception of creativity in computational systemsColton S
Aaai Spring Symposium Technical Report. vol. SS-08-03, 14-20.
30-09-2008 Emotionally aware automated portrait paintingColton S Valstar MF
Proceedings of the 3rd international conference on Digital Interactive Media in Entertainment and Arts., 304-311.
10-09-2008 Reports of the AAAI 2008 Spring SymposiaBalduccini M Baral C Brodaric B Colton S Fox P Gutelius D Hinkelmann K Horswill I et al.
AI Magazine. vol. 29 (3), 107-115.
01-09-2008 Classification results in quasigroup and loop theory via a combination of automated reasoning toolsSorge V Colton S McCasland R
Commentationes Mathematicae Universitatis Carolinae vol. 49 (2), 319-339.
01-01-2008 Emotionally Aware Automated Portrait Painting DemonstrationValstar MF Colton S
2008 8th IEEE International Conference on Automatic Face & Gesture Recognition., 1-2.
01-01-2008 A Global Workspace Framework for Combining Reasoning SystemsCharnley J
Lecture Notes in Computer Science. vol. 5144, 261-265.
01-01-2008 Joined-up reasoning for automated scientific discovery a position statement and research agendaColton S
Aaai Fall Symposium Technical Report. vol. FS-08-03, 18-19.
01-01-2008 Automatic Invention of Fitness Functions with Application to Scene GenerationColton S
Lecture Notes in Computer Science. vol. 4974, 381-391.
01-01-2008 2007
Automatic Construction and Verification of Isotopy InvariantsSorge V Meier A McCasland R
Journal of Automated Reasoning. vol. 40 (2-3), 221-243.
11-12-2007 Towards a general framework for program generation in creative domainsHull M
Proceedings of the 4th International Joint Workshop on Computational Creativity., 137-144.
01-12-2007 Guest editorial: special issue on Inductive Logic ProgrammingMuggleton S Otero R
Machine Learning,
Springer Nature vol. 70 (2-3), 119-120.
13-11-2007 Case-based player simulation for the commercial strategy game DEFCONBaumgarten R Colton S
Proceedings of Cgames 2007 11th International Conference on Computer Games AI Animation Mobile Educational and Serious Games., 131-135.
01-01-2007 Using Formal Concept Analysis in Mathematical DiscoveryColton S Wagner D
Lecture Notes in Computer Science. vol. 4573, 205-220.
01-01-2007 Boosting Descriptive ILP for Predictive Learning in BioinformaticsJiang N
Lecture Notes in Computer Science. vol. 4455, 275-289.
01-01-2007 Computational Discovery in Pure MathematicsColton S
Lecture Notes in Computer Science. vol. 4660, 175-201.
01-01-2007 2006
Mathematical applications of inductive logic programmingColton S Muggleton S
Machine Learning. vol. 64 (1-3), 25-64.
17-05-2006 Combining AI systems for classification in non-associative algebraSorge V Meier A McCasland R
Informal Proceedings 13th Symposium on the Integration of Symbolic Computation and Mechanized Reasoning Calculemus 2006., 100-113.
01-01-2006 Automatic generation of implied constraintsCharnley J Colton S
Frontiers in Artificial Intelligence and Applications vol. 141, 73-77.
01-01-2006 Managing Automatically Formed Mathematical TheoriesColton S Torres P
Lecture Notes in Computer Science. vol. 4108, 237-250.
01-01-2006 Automatic Construction and Verification of Isotopy InvariantsSorge V Meier A Colton S
Lecture Notes in Computer Science. vol. 4130, 36-51.
01-01-2006 Predictive and Descriptive Approaches to Learning Game Rules from Vision DataSantos P Colton S
Lecture Notes in Computer Science. vol. 4140, 349-359.
01-01-2006 2005
The TM System for Repairing Non-TheoremsColton S
Electronic Notes in Theoretical Computer Science. vol. 125 (3), 87-101.
01-07-2005 Automated conjecture making in number theory using HR, Otter and MapleColton S
Journal of Symbolic Computation,
Elsevier vol. 39 (5), 593-615.
01-05-2005 2004
Lakatos-style automated theorem modificationColton S Pease A
Frontiers in Artificial Intelligence and Applications. vol. 110, 975-976.
01-01-2004 Automatic Generation of Classification Theorems for Finite AlgebrasColton S Meier A Sorge V
Lecture Notes in Computer Science. vol. 3097, 400-414.
01-01-2004 2003
ILP for Mathematical DiscoveryColton S Muggleton S
Lecture Notes in Computer Science. vol. 2835, 93-111.
01-01-2003 The Homer SystemColton S Huczynska S
Lecture Notes in Computer Science. vol. 2741, 289-294.
01-01-2003 2002
Making conjectures about maple functionsColton S
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics. vol. 2385, 259-274.
01-01-2002 The HR Program for Theorem GenerationColton S
Lecture Notes in Computer Science. vol. 2392, 285-289.
01-01-2002 2001
Constraint Generation via Automated Theory FormationColton S
Lecture Notes in Computer Science. vol. 2239, 575-579.
01-01-2001 2000
On the notion of interestingness in automated mathematical discoveryCOLTON S BUNDY A WALSH T
International Journal of Human-Computer Studies,
Elsevier vol. 53 (3), 351-375.
01-09-2000 Workshop: The Role of Automated Deduction in MathematicsColton S Martin U
Lecture Notes in Computer Science. vol. 1831, 517-517.
01-01-2000 Automatic Invention of Integer SequencesColton S Bundy A
Proceedings of the 17th National Conference on Artificial Intelligence and 12th Conference on Innovative Applications of Artificial Intelligence Aaai 2000., 558-563.
01-01-2000 1999
Automatic concept formation in pure mathematicsColton S Bundy A
Ijcai International Joint Conference on Artificial Intelligence. vol. 2, 786-791.
01-12-1999 Refactorable numbers - A machine inventionColton S
Journal of Integer Sequences vol. 2 (2)
01-12-1999 1998
HR - automatic concept formation in finite algebrasColton S
Innovative Applications of Artificial Intelligence Conference Proceedings.
01-01-1998 Text2midi: Generating Symbolic Music from CaptionsBhandari K Roy A Wang K Puri G Colton S Herremans D
39th AAAI Conference on Artificial Intelligence (AAAI 2025) Philadelphia, Pennsylvania, USA 25 Feb 2025 - 25 Mar 2025.
Aria-MIDI: A Dataset of Piano MIDI Files for Symbolic Music ModelingBradshaw L Colton S
International Conference on Learning Representations.
ImprovNet - Generating Controllable Musical Improvisations with Iterative Corruption RefinementBhandari K Chang S Lu T Enus F Bradshaw L Herremans D Colton S
International Joint Conference on Neural Networks 2025 Rome, Italy 30 Jun 2025 - 5 Jul 2025.
Scaling Self-Supervised Representation Learning for Symbolic Piano PerformanceBradshaw L Fan H Spangher A Biderman S Colton S
The 26th International Society for Music Information Retrieval Conference.
Towards the Automatic Optimisation of Procedural Content GeneratorsCOOK MTR
IEEE Conference on Computational Intelligence and Games.
What If A Fish Got Drunk? Exploring the Plausibility of Machine-Generated FictionsGOW JIH
Proceedings of the 7th International Conference on Computational Creativity.
