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Dorien Herremans

Bio

Dorien Herremans is currently a Marie Curie Postdoctoral Fellow at C4DM, Queen Mary University of London. She got her PhD on the topic of Computer Generation and Classification of Music through Operations Research Methods (Compose≡Compute - Generating and Classifying Music through Operations Research Methods). She graduated as a commercial engineer in management information systems at the University of Antwerp in 2005. After that, she worked as a Drupal consultant and was an IT lecturer at the Les Roches University in Bluche, Switzerland. She also worked as a mandaatassistent at the University of Antwerp, in the domain of operations managment, supply chain management and operations research. Her current research focuses on applications of OR in the field of music. She has developed a variable neighbourhood search algorithm that can compose or generate fifth species counterpoint, with composer specific characteristics, which was implemented as an Android app. This algorithm was later expanded to generate structured music for bagana, by combining it with machine learned models, in collaboration with the lrn2cre8 project. She has also developed models for the dance hit prediction problem. Currently, her focus is on combining machine learning and optimization algorithms to generate polyphonic music with long term coherence by using pattern detection and tension profiles (MorpheuS).

Research Fields

Information and Computing Sciences

Editorial Board Memberships

Dorien is not currently contributing as an editor for any journal or publisher.

Pre Publication Reviews

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Reviews

31

Reviews (last 12 months)

0

Reviews (average per year)

7

Merit

91

Openness

0.0%

Review to Publication ratio

2.8:1


Journal Impact Factors of journals reviewed for

The distribution of the Journal Impact Factors of journals Dorien Herremans has reviewed for.

Dorien Herremans

All fields reviewers

Total reviews over time

A cumulative record of Dorien Herremans' total number of reviews.

Reviews per month

The total number of reviews performed by Dorien Herremans each month.

Average review length

The average number of words per review compared to the average of All fields reviewers and the average of reviewers at affiliated institutions.

Note: only reviews with associated content are included in the graph below and where content is present we can not guarantee that it is complete or truly the content of the review.

Weekly review punchcard

The distribution of days that reviews were performed on, compared to All fields reviewers and reviewers at affiliated institutions.