ROUSSEAU, Axel-Jan

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Full Name
ROUSSEAU, Axel-Jan
Email
axeljan.rousseau@uhasselt.be
 
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Publications

Results 1-17 of 17 (Search time: 0.001 seconds).

Issue DateTitleContributor(s)TypeCat.
12024Trustworthy Artificial Intelligence Methods for Image Analysis and Benchmarking of Neural Network Interpretability Trustworthy Artificial Intelligence Methods for Image Analysis and Benchmarking of Neural Network InterpretabilityROUSSEAU, Axel-JanTheses and DissertationsT1
22024The BoostingBECKER, Thijs; GEUBBELMANS, Melvin; ROUSSEAU, Axel-Jan; VALKENBORG, Dirk; BURZYKOWSKI, TomaszJournal ContributionA2
32024Explainable artificial intelligenceROUSSEAU, Axel-Jan; GEUBBELMANS, Melvin; VALKENBORG, Dirk; BURZYKOWSKI, TomaszJournal ContributionA2
42024Deep learningROUSSEAU, Axel-Jan; GEUBBELMANS, Melvin; BURZYKOWSKI, Tomasz; VALKENBORG, DirkJournal ContributionA2
52024Evaluating feature attribution methods in the image domainGevaert, Arne; ROUSSEAU, Axel-Jan; BECKER, Thijs; VALKENBORG, Dirk; De Bie, Tijl; Saeys, YvanJournal ContributionA1
62023Decision trees and random forestsBECKER, Thijs; ROUSSEAU, Axel-Jan; GEUBBELMANS, Melvin; BURZYKOWSKI, Tomasz; VALKENBORG, DirkJournal ContributionA1
72023Introduction to machine learningBURZYKOWSKI, Tomasz; ROUSSEAU, Axel-Jan; GEUBBELMANS, Melvin; VALKENBORG, DirkJournal ContributionA2
82023Support vector machinesVALKENBORG, Dirk; ROUSSEAU, Axel-Jan; GEUBBELMANS, Melvin; BURZYKOWSKI, TomaszJournal ContributionA2
92023Unsupervised learningVALKENBORG, Dirk; ROUSSEAU, Axel-Jan; GEUBBELMANS, Melvin; BURZYKOWSKI, TomaszJournal ContributionA2
102023Validation of machine learning algorithmsBURZYKOWSKI, Tomasz; GEUBBELMANS, Melvin; ROUSSEAU, Axel-Jan; VALKENBORG, DirkJournal ContributionA2
112023Supervised learningVALKENBORG, Dirk; GEUBBELMANS, Melvin; ROUSSEAU, Axel-Jan; BURZYKOWSKI, TomaszJournal ContributionA1
122023High-dimensional dataGEUBBELMANS, Melvin; ROUSSEAU, Axel-Jan; VALKENBORG, Dirk; BURZYKOWSKI, TomaszJournal ContributionA2
132023Generalized linear modelsBURZYKOWSKI, Tomasz; GEUBBELMANS, Melvin; ROUSSEAU, Axel-Jan; VALKENBORG, DirkJournal ContributionA2
142022Evaluating Feature Attribution Methods in the Image Domain: Benchmark results and model parametersGevaert, Arne; ROUSSEAU, Axel-Jan; BECKER, Thijs; VALKENBORG, Dirk; De Bie, Tijl; Saeys, YvanDatasetDS
152022Evaluating Feature Attribution Methods in the Image Domain: High-Dimensional DatasetsGevaert, Arne; ROUSSEAU, Axel-Jan; BECKER, Thijs; VALKENBORG, Dirk; De Bie, Tijl; Saeys, YvanDatasetDS
162021Post Training Uncertainty Calibration Of Deep Networks For Medical Image SegmentationROUSSEAU, Axel-Jan; BECKER, Thijs; Bertels, Jeroen; Blaschko, Matthew B.; VALKENBORG, DirkProceedings PaperC1
172021Semi-Supervised Cloud Detection with Weakly Labeled RGB Aerial Images using Generative Adversarial NetworksSTUYCK, Toon; ROUSSEAU, Axel-Jan; Vallerio, Mattia; DEMEESTER, Eric; De Marsico, M; DiBaja, GS; Fred, AProceedings PaperC1