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Tabu Search voor de optimalisatie van muzikale fragmenten. Faculty of Applied Economics. MSc Business Engineer Management Information Systems. 2005.
MorpheuS: generating structured music with constrained patterns and tension. IEEE Transactions on Affective Computing. PP (In Press)(99). 2017.
Composing Fifth Species Counterpoint Music With A Variable Neighborhood Search Algorithm. Expert Systems with Applications. 40. 2013.
Classification and generation of composer-specific music using global feature models and variable neighborhood search. Computer Music Journal. 39(3):91.. 2015.
A multi-modal platform for semantic music analysis: visualizing audio- and score-based tension. 11th International Conference on Semantic Computing IEEE ICSC 2017.. 2017.
Towards emotion based music generation: A tonal tension model based on the spiral array. Proceedings of Cognitive Science (CogSci).. 2019.
First species counterpoint generation with VNS and vertical viewpoints. Annual Conference of the Belgian Operation Research Society (ORBEL28).. 2014.
Composing counterpoint musical scores with variable neighborhood search. Annual Conference of the Belgian Operation Research Society (ORBEL26).. 2012.
Music generation with structural constraints: an operations research approach. 30th Annual Conference of the Belgian Operational Research (OR) Society (ORBEL30). :37-39.. 2016.
A Functional Taxonomy of Music Generation Systems. ACM Computing Surveys. 50(5):30.. 2017.
MorpheuS: Automatic music generation with recurrent pattern constraints and tension profiles. IEEE TENCON.. 2016.
O.R. and music generation. OR/MS Today. 45(1). 2018.
Dance hit song prediction. Journal of New music Research. 43:302.. 2014.
FuX, an Android app that generates counterpoint. IEEE Symposium on Computational Intelligence for Creativity and Affective Computing (CICAC). :48-55.. 2013.
Composer Classification Models for Music-Theory Building. Computational Music Analysis.. 2015.
IMMA-Emo: A Multimodal Interface for Visualising Score- and Audio-synchronised Emotion Annotations. Audio Mostly.. 2017.
Markov Based Quality Metrics For Generating Structured Music With Optimization Techniques. Digital Music Research Network (DMNR+9).. 2014.
A Variable Neighborhood Search Algorithm for Composing First Species Counterpoint Musical Fragments. 2011017. 2011.
MorpheuS: constraining structure in automatic music generation. Dagstuhl seminar on Computational Music Structure Analysis.. 2016.
Visualizing the evolution of alternative hit charts. The 18th International Society for Music Information Retrieval Conference (ISMIR) - Late Breaking Demo.. 2017.
Compose=Compute - Computer Generation And Classification Of Music Through Operations Research Methods. PhD Thesis, University of Antwerp. :250.. 2014.
First species counterpoint generation with VNS and vertical viewpoints. Digital Music Research Network (DMNR+8).. 2013.
Generating structured music for bagana using quality metrics based on Markov models. Expert Systems With Applications. 42 (21)(21):424–7435.. 2015.
Modeling Musical Context with Word2vec. First International Workshop On Deep Learning and Music. 1:11-18.. 2017.
The emergence of deep learning: new opportunities for music and audio technologies. Neural Computing and Applications.. 2019.
Looking into the minds of Bach, Haydn and Beethoven: Classification and generation of composer-specific music.. 2014.
Composing first species counterpoint musical scores with a variable neighbourhood search algorithm. Journal of Mathematics and the Arts. 6:169-189.. 2012.
Tension ribbons: Quantifying and visualising tonal tension. Second International Conference on Technologies for Music Notation and Representation (TENOR). 2:8-18.. 2016.
Hit Song Prediction Based on Early Adopter Data and Audio Features. The 18th International Society for Music Information Retrieval Conference (ISMIR) - Late Breaking Demo.. 2017.
Dance Hit Song Science. International Workshop on Music and Machine Learning.. 2013.
Generating music with an optimization algorithm using a Markov based objective function. ORBEL29, Belgian Conference on Operations Research.. 2015.
Compose ≡ compute. 4OR. 13:335–336.. 2015.
Development of Machine Learning for asthmatic and healthy voluntary cough - a proof of concept study. Applied Sciences. 9(14). 2019.