D.M.J. Tax

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81 Conference contribution
67 Article
3 Chapter
2 Book
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Constraint programming for scheduling a fermentation plant
van den Houten, K., Christopoulou, E., Freydell, E., Tax, D. M. J. & de Weerdt, M., 2026, In: Computers and Chemical Engineering. 213, 20 p., 109739.
Research output: Contribution to journal › Article › Scientific › peer-review
Data pipeline quality: development and validation of a quality assessment tool for data-driven algorithms and artificial intelligence in healthcare
van Twist, E., van Winden, B., de Jonge, R., Taal, H. R., de Hoog, M., Schouten, A., Tax, D. & Kuiper, J. W., 2026, In: BMJ health & care informatics. 33, 1, 8 p., e101608.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
3 Downloads (Pure)
Generalization performance distributions along learning curves
Turan, O. T., Loog, M. & Tax, D. M. J., 2026, In: Pattern Recognition Letters. 201, p. 29-36 8 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
2 Link opens in a new tab Citations (Scopus)

2 Downloads (Pure)
On Sample-Wise Strict Monotonicity with a Gradient Update
Turan, O. T., Loog, M. & Tax, D. M. J., 2026, Advances in Intelligent Data Analysis XXIV - 24th International Symposium on Intelligent Data Analysis, IDA 2026, Leiden, Proceedings. Baratchi, M., van Rijn, J. N. & Nijssen, S. (eds.). Cham: Springer, p. 72-83 12 p. (Lecture Notes in Computer Science; vol. 16513 LNCS).
Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
The Vanishing Empirical Variance in Randomly Initialized Deep ReLU Networks
Grzejdziak-Zdziarski, M., Tax, D. M. J. & Loog, M., 2026, Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Proceedings. Ribeiro, R. P., Pfahringer, B., Japkowicz, N., Larrañaga, P., Jorge, A. M., Soares, C., Abreu, P. H. & Gama, J. (eds.). Springer, p. 362-379 18 p. (Lecture Notes in Computer Science; vol. 16016 LNCS).
Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

Open Access
File
1 Link opens in a new tab Citation (Scopus)

5 Downloads (Pure)

Data and Code underlying the publication: Accelerated and data-efficient flow prediction in stirred tanks via physics-informed learning
Tax, D. (Creator), Naderibeni, M. (Creator) & Wu, L. (Creator), TU Delft - 4TU.ResearchData, 8 May 2026
DOI: 10.4121/5B439BB9-0932-49C5-A945-2B18121D2061
Dataset/Software: Dataset
Code supporting the publication: When MAML Learns Quickly, Does It Generalize Well?
Turan, T. (Creator), Tax, D. (Creator) & Loog, M. (Creator), TU Delft - 4TU.ResearchData, 30 Apr 2026
DOI: 10.4121/0BC18445-B013-4047-9F53-2807E64E21FD, https://bnaic2022.uantwerpen.be/wp-content/uploads/BNAICBeNeLearn_2022_submission_4891.pdf
Dataset/Software: Software
Code supporting the publication: Learning Learning Curves
Turan, T. (Creator), Tax, D. (Creator), Viering, T. J. (Creator) & Loog, M. (Creator), TU Delft - 4TU.ResearchData, 30 Apr 2026
DOI: 10.4121/2E65BFF6-58E1-4B04-96EF-5B1E231D0C56, https://doi.org/10.1007/s10044-024-01394-6
Dataset/Software: Software
Code underlying the publication: "RESTAD: Reconstruction and Similarity Transformer for time series Anomaly Detection"
Ghorbani, R. (Creator), Reinders, M. (Creator) & Tax, D. (Creator), TU Delft - 4TU.ResearchData, 20 Dec 2024
DOI: 10.4121/15BA3F7A-CD49-4C24-86E5-084E2E9276DF
Dataset/Software: Software
Code underlying the publication: "Self-Supervised PPG Representation Learning Shows High Inter-Subject Variability"
Ghorbani, R. (Creator), Reinders, M. (Creator) & Tax, D. (Creator), TU Delft - 4TU.ResearchData, 20 Dec 2024
DOI: 10.4121/D8859C20-2569-4E3A-88B3-6C12098D8C65
Dataset/Software: Software

Pattern Recognition Letters (Journal)
Tax, D. M. J. (Editor)
2010 → …
Activity: Publication peer-review and editorial work › Editorial activity

Kunstmatige intelligentie maakt schatkaart voor meteorieten op Antarctica
Lhermitte, S. L. M., Tax, D. M. J. & Zekollari, H.
22/01/22 → 8/02/22
7 items of Media coverage
Press/Media: Public Engagement
Een meteorieten schatkaart voor Antarctica
Lhermitte, S. L. M. & Tax, D. M. J.
31/01/22
1 item of Media coverage
Press/Media: Public Engagement

D.M.J. Tax

Fingerprint

Collaborations and top research areas from the last five years

Dive into details

Constraint programming for scheduling a fermentation plant

Data pipeline quality: development and validation of a quality assessment tool for data-driven algorithms and artificial intelligence in healthcare

Generalization performance distributions along learning curves

On Sample-Wise Strict Monotonicity with a Gradient Update

The Vanishing Empirical Variance in Randomly Initialized Deep ReLU Networks

Data and Code underlying the publication: Accelerated and data-efficient flow prediction in stirred tanks via physics-informed learning

Code supporting the publication: When MAML Learns Quickly, Does It Generalize Well?

Code supporting the publication: Learning Learning Curves

Code underlying the publication: "RESTAD: Reconstruction and Similarity Transformer for time series Anomaly Detection"

Code underlying the publication: "Self-Supervised PPG Representation Learning Shows High Inter-Subject Variability"

Pattern Recognition Letters (Journal)

Kunstmatige intelligentie maakt schatkaart voor meteorieten op Antarctica

Een meteorieten schatkaart voor Antarctica

D.M.J. Tax

Fingerprint

Collaborations and top research areas from the last five years

Research output

Datasets

Activities

Press/Media