| 2015 | A Genetic Programming Approach to Generating Musical Compositions. David M. Hofmann |
| 2015 | AudioInSpace: Exploring the Creative Fusion of Generative Audio, Visuals and Gameplay. Amy K. Hoover, William Cachia, Antonios Liapis, Georgios N. Yannakakis |
| 2015 | Automatic Generation of Chord Progressions with an Artificial Immune System. María Navarro, Marcelo F. Caetano, Gilberto Bernardes, Leandro Nunes de Castro, Juan Manuel Corchado |
| 2015 | Avoidance Drawings Evolved Using Virtual Drawing Robots. Gary Greenfield |
| 2015 | Biological Content Generation: Evolving Game Terrains Through Living Organisms. Wim van Eck, Maarten H. Lamers |
| 2015 | Chorale Music Splicing System: An Algorithmic Music Composer Inspired by Molecular Splicing. Clelia De Felice, Roberto De Prisco, Delfina Malandrino, Gianluca Zaccagnino, Rocco Zaccagnino, Rosalba Zizza |
| 2015 | DrawCompileEvolve: Sparking Interactive Evolutionary Art with Human Creations. Jinhong Zhang, Rasmus Taarnby, Antonios Liapis, Sebastian Risi |
| 2015 | Echo. Christoph Klemmt, Rajat Sodhi |
| 2015 | Evolutionary and Biologically Inspired Music, Sound, Art and Design - 4th International Conference, EvoMUSART 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings Colin G. Johnson, Adrián Carballal, João Correia |
| 2015 | Evolving Diverse Design Populations Using Fitness Sharing and Random Forest Based Fitness Approximation. Kate Reed, Duncan Fyfe Gillies |
| 2015 | Evotype: Evolutionary Type Design. Tiago Martins, João Correia, Ernesto Costa, Penousal Machado |
| 2015 | Feature Discovery by Deep Learning for Aesthetic Analysis of Evolved Abstract Images. Allan Campbell, Vic Ciesielski, A. K. Qin |
| 2015 | FuXi: A Fish-Driven Instrument for Real-Time Music Performance. João Cordeiro |
| 2015 | Generative Music with Stochastic Diffusion Search. Asmaa Majid al-Rifaie, Mohammad Majid al-Rifaie |
| 2015 | Interior Illumination Design Using Genetic Programming. Kelly Moylan, Brian J. Ross |
| 2015 | Interpretability of Music Classification as a Criterion for Evolutionary Multi-objective Feature Selection. Igor Vatolkin, Günter Rudolph, Claus Weihs |
| 2015 | Lichtsuchende: Exploring the Emergence of a Cybernetic Society. Dave Murray-Rust, Rocio von Jungenfeld |
| 2015 | Moody Music Generator: Characterising Control Parameters Using Crowdsourcing. Marco Scirea, Mark J. Nelson, Julian Togelius |
| 2015 | Music with Unconventional Computing: Towards a Step Sequencer from Plasmodium of Physarum Polycephalum. Edward Braund, Eduardo Reck Miranda |
| 2015 | On the Stylistic Evolution of a Society of Virtual Melody Composers. Valerio Velardo, Mauro Vallati |
| 2015 | Schemographe: Application for a New Representation Technique and Methodology of Analysis in Tonal Harmony. Anna Shvets, Myriam Desainte-Catherine |
| 2015 | The Sound Digestive System: A Strategy for Music and Sound Composition. Juan Manuel Escalante |
| 2015 | Toward Certain Sonic Properties of an Audio Feedback System by Evolutionary Control of Second-Order Structures. Seunghun Kim, Juhan Nam, Graham Wakefield |
| 2015 | Towards an Evolutionary Computational Approach to Articulatory Vocal Synthesis with PRAAT. Jared Drayton, Eduardo Reck Miranda |