1. Anaïs Halin, Sébastien Piérard, Anthony Cioppa, and Marc Van Droogenbroeck. A Hitchhiker's Guide to Understanding Performances of Two-Class Classifiers. arXiv, abs/2412.04377, 2024. Keyword(s): Performance, Classification, Ranking, Score, Tile. [bibtex-entry]



2. Sébastien Piérard, Antoine Lejeune, and Marc Van Droogenbroeck. Boosting Shape Classifiers Accuracy by Considering the Inverse Shape. Journal of Pattern Recognition Research, 11(1):41-54, 2016. Keyword(s): Shape descriptor, Inverse shape, Object classification, Cover by rectangles, Zernike moments. [bibtex-entry]

1. Julien Osmalskyj, Marc Van Droogenbroeck, and Jean-Jacques Embrechts. Performances of low-level audio classifiers for large-scale music similarity. In International Conference on Systems, Signals and Image Processing (IWSSIP), Dubrovnik, Croatia, May 2014. Keyword(s): Audio features, Classification, Song, Music Information Retrieval, Rejector, Similarity. [bibtex-entry]



2. Sébastien Piérard, Alejandro Marcos Alvarez, Antoine Lejeune, and Marc Van Droogenbroeck. On-the-fly Domain Adaptation of Binary Classifiers. In Belgian-Dutch Conference on Machine Learning (BENELEARN), Brussels, Belgium, June 2014. Keyword(s): Classifier, Machine learning. [bibtex-entry]



3. Benjamin Laugraud, Sébastien Piérard, and Marc Van Droogenbroeck. Metrics to evaluate binary classifiers for video background extraction: weaknesses, strengths, and perspectives. In BEMEKO Workshop on measurement: Challenges and Opportunities, Liège, Belgium, November 2013. [bibtex-entry]

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