A Case Study of Machine Learning in Music Practice. Workshop on Machine Learning for Creativity as part of KDD.. 2017.
Classification and generation of composer-specific music using global feature models and variable neighborhood search. Computer Music Journal. 39(3):91.. 2015.
Compose ≡ compute. 4OR. 13:335–336.. 2015.
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Composer Classification Models for Music-Theory Building. Computational Music Analysis.. 2015.
Composing counterpoint musical scores with variable neighborhood search. Annual Conference of the Belgian Operation Research Society (ORBEL26).. 2012.
Composing Fifth Species Counterpoint Music With A Variable Neighborhood Search Algorithm. Expert Systems with Applications. 40. 2013.
Composing first species counterpoint musical scores with a variable neighbourhood search algorithm. Journal of Mathematics and the Arts. 6:169-189.. 2012.
Dance hit song prediction. Journal of New music Research. 43:302.. 2014.
Dance Hit Song Science. International Workshop on Music and Machine Learning.. 2013.
The effect of repetitive structure on enjoyment and altered states in uplifting trance music. 2nd International Conference on Music and Consciousness (MUSCON 2), Brighton.. 2015.
The Effect of Repetitive Structure on Enjoyment in Uplifting Trance Music. 14th International Conference for Music Perception and Cognition (ICMPC). :280-282.. 2016.
First species counterpoint generation with VNS and vertical viewpoints. Digital Music Research Network (DMNR+8).. 2013.
First species counterpoint generation with VNS and vertical viewpoints. Annual Conference of the Belgian Operation Research Society (ORBEL28).. 2014.
FuX, an Android app that generates counterpoint. IEEE Symposium on Computational Intelligence for Creativity and Affective Computing (CICAC). :48-55.. 2013.
Generating Fingerings for Polyphonic Piano Music with a Tabu Search Algorithm. Mathematics and Computation in Music. 9110:149-160.. 2015.
Generating music with an optimization algorithm using a Markov based objective function. ORBEL29, Belgian Conference on Operations Research.. 2015.
Generating structured music for bagana using quality metrics based on Markov models. Expert Systems With Applications. 42 (21)(21):424–7435.. 2015.
Harmonic Structure Predicts the Enjoyment of Uplifting Trance Music. Frontiers in Psychology, Cognitive Science. 7(1999). 2017.
Markov Based Quality Metrics For Generating Structured Music With Optimization Techniques. Digital Music Research Network (DMNR+9).. 2014.
Modeling Musical Context with Word2vec. First International Workshop On Deep Learning and Music. 1:11-18.. 2017.
MorpheuS: Automatic music generation with recurrent pattern constraints and tension profiles. IEEE TENCON.. 2016.
MorpheuS: constraining structure in automatic music generation. Dagstuhl seminar on Computational Music Structure Analysis.. 2016.
A multi-modal platform for semantic music analysis: visualizing audio- and score-based tension. 11th International Conference on Semantic Computing IEEE ICSC 2017.. 2017.
Music generation with structural constraints: an operations research approach. 30th Annual Conference of the Belgian Operational Research (OR) Society (ORBEL30). :37-39.. 2016.
Tabu Search voor de optimalisatie van muzikale fragmenten. Faculty of Applied Economics. MSc Business Engineer Management Information Systems. 2005.
Tension ribbons: Quantifying and visualising tonal tension. Second International Conference on Technologies for Music Notation and Representation (TENOR). 2:8-18.. 2016.
Uma abordagem baseada em programação linear inteira para a geração de solos de guitarra. XLVIII Simpósio Brasileiro de Pesquisa Operacional (SBPO).. 2016.
A Variable Neighborhood Search Algorithm for Composing First Species Counterpoint Musical Fragments. 2011017. 2011.
A variable neighborhood search algorithm to generate piano fingerings for polyphonic sheet music. International Transactions in Operational Research, Special Issue on Variable Neighbourhood Search. 24(3):509–535.. 2017.