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, Anaïs Halin, Anthony Cioppa, Adrien Deliège, and Marc Van Droogenbroeck. Foundations of the Theory of Performance-Based Ranking. arXiv, abs/2412.04227, 2024. Keyword(s): Performance, Theory, Ranking. [bibtex-entry]



3. Sébastien Piérard, Anaïs Halin, Anthony Cioppa, Adrien Deliège, and Marc Van Droogenbroeck. The Tile: A 2D Map of Ranking Scores for Two-Class Classification. arXiv, abs/2412.04309, 2024. Keyword(s): Performance, Classification, Ranking, Score, Tile. [bibtex-entry]

1. Marc Van Droogenbroeck. Metrics and Performance Evaluation of AI-based Moving Object Detection: A Revisitation. In Asian Conference on Computer Vision Workshops (ACCV Workshops), International Workshop on AI-based All-Weather Surveillance System (AWSS), Hanoi, Vietnam, pages 1-29, December 2024. Keyword(s): Performance, Evaluation, Tile, Classification, Two-class classification, Binary classification, Theory, Ranking, Score, Summarization, Satisifaction, Importance. [bibtex-entry]

This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All person copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.