ROUSSEAU, Axel-Jan

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

Results 1-18 of 18 (Search time: 0.015 seconds).

Issue DateTitleContributor(s)TypeCat.
12024Artificial neural networks and deep learningGEUBBELMANS, Melvin; ROUSSEAU, Axel-Jan; BURZYKOWSKI, Tomasz; VALKENBORG, DirkJournal ContributionA1
22024Deep learningROUSSEAU, Axel-Jan; GEUBBELMANS, Melvin; BURZYKOWSKI, Tomasz; VALKENBORG, DirkJournal ContributionA2
32024Evaluating feature attribution methods in the image domainGevaert, Arne; ROUSSEAU, Axel-Jan; BECKER, Thijs; VALKENBORG, Dirk; De Bie, Tijl; Saeys, YvanJournal ContributionA1
42024The BoostingBECKER, Thijs; GEUBBELMANS, Melvin; ROUSSEAU, Axel-Jan; VALKENBORG, Dirk; BURZYKOWSKI, TomaszJournal ContributionA2
52024Explainable artificial intelligenceROUSSEAU, Axel-Jan; GEUBBELMANS, Melvin; VALKENBORG, Dirk; BURZYKOWSKI, TomaszJournal ContributionA2
62024Trustworthy Artificial Intelligence Methods for Image Analysis and Benchmarking of Neural Network InterpretabilityROUSSEAU, Axel-JanTheses and DissertationsT1
72023Generalized linear modelsBURZYKOWSKI, Tomasz; GEUBBELMANS, Melvin; ROUSSEAU, Axel-Jan; VALKENBORG, DirkJournal ContributionA2
82023Unsupervised learningVALKENBORG, Dirk; ROUSSEAU, Axel-Jan; GEUBBELMANS, Melvin; BURZYKOWSKI, TomaszJournal ContributionA2
92023Supervised learningVALKENBORG, Dirk; GEUBBELMANS, Melvin; ROUSSEAU, Axel-Jan; BURZYKOWSKI, TomaszJournal ContributionA1
102023Validation of machine learning algorithmsBURZYKOWSKI, Tomasz; GEUBBELMANS, Melvin; ROUSSEAU, Axel-Jan; VALKENBORG, DirkJournal ContributionA2
112023Introduction to machine learningBURZYKOWSKI, Tomasz; ROUSSEAU, Axel-Jan; GEUBBELMANS, Melvin; VALKENBORG, DirkJournal ContributionA2
122023Decision trees and random forestsBECKER, Thijs; ROUSSEAU, Axel-Jan; GEUBBELMANS, Melvin; BURZYKOWSKI, Tomasz; VALKENBORG, DirkJournal ContributionA1
132023High-dimensional dataGEUBBELMANS, Melvin; ROUSSEAU, Axel-Jan; VALKENBORG, Dirk; BURZYKOWSKI, TomaszJournal ContributionA2
142023Support vector machinesVALKENBORG, Dirk; ROUSSEAU, Axel-Jan; GEUBBELMANS, Melvin; BURZYKOWSKI, TomaszJournal ContributionA2
152022Evaluating Feature Attribution Methods in the Image Domain: High-Dimensional DatasetsGevaert, Arne; ROUSSEAU, Axel-Jan; De Bie, Tijl; BECKER, Thijs; Saeys, Yvan; VALKENBORG, DirkDatasetDS
162022Evaluating Feature Attribution Methods in the Image Domain: Benchmark results and model parametersGevaert, Arne; ROUSSEAU, Axel-Jan; De Bie, Tijl; VALKENBORG, Dirk; BECKER, Thijs; Saeys, YvanDatasetDS
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
182021Post Training Uncertainty Calibration Of Deep Networks For Medical Image SegmentationROUSSEAU, Axel-Jan; BECKER, Thijs; Bertels, Jeroen; Blaschko, Matthew B.; VALKENBORG, DirkProceedings PaperC1