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Works (16)

Machine Learning Metrics for Network Datasets Evaluation

2024 | Book chapter
DOI: 10.1007/978-3-031-56326-3_22
Contributors: Dominik Soukup; Daniel Uhříček; Daniel Vašata; Tomáš Čejka
Source: check_circle
Crossref

Predicting Blood Glucose Levels with LMU Recurrent Neural Networks: A Novel Computational Model

2024 | Book chapter
DOI: 10.1007/978-3-031-66538-7_13
Contributors: Ladislav Floriš; Daniel Vašata
Source: check_circle
Crossref

Evacuation from Cramped Interiors with Aisle Seats: Uncertainty Induced by the Random Choice of Initial Positions

Collective Dynamics
2024-10-07 | Journal article
DOI: 10.17815/CD.2024.183
Contributors: Pavel Hrabák; Juraj Kmec; Hana Najmanová; Daniel Vašata
Source: check_circle
Crossref

Learning to Optimize with Dynamic Mode Decomposition

2022 International Joint Conference on Neural Networks (IJCNN)
2022-07-18 | Conference paper
DOI: 10.1109/ijcnn55064.2022.9892364
Contributors: Petr Simanek; Daniel Vašata; Pavel Kordik
Source: Self-asserted source
Daniel Vašata

Evacuation trials from a double-deck electric train unit: Experimental data and sensitivity analysis

Safety Science
2022-02 | Journal article | Author
DOI: 10.1016/j.ssci.2021.105523
Part of ISSN: 0925-7535
Contributors: Hana Najmanová; Lukáš Kuklík; Veronika Pešková; Marek Bukáček; Pavel Hrabak; Daniel Vašata
Source: Self-asserted source
Daniel Vašata
grade
Preferred source (of 2)‎

Image Inpainting Using Wasserstein Generative Adversarial Imputation Network

Lecture Notes in Computer Science
2021 | Book chapter | Author
DOI: 10.1007/978-3-030-86340-1_46
Part of ISBN: 9783030863395
Part of ISBN: 9783030863401
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Daniel Vašata; Tomáš Halama; Magda Friedjungová
Source: Self-asserted source
Daniel Vašata
grade
Preferred source (of 2)‎

Transfer learning based few-shot classification using optimal transport mapping from preprocessed latent space of backbone neural network

2021-02-09 | Preprint
ARXIV: arXiv:2102.05176v2
Source: Self-asserted source
Daniel Vašata

Missing Features Reconstruction Using a Wasserstein Generative Adversarial Imputation Network

Lecture Notes in Computer Science
2020 | Book chapter
DOI: 10.1007/978-3-030-50423-6_17
Part of ISBN: 9783030504229
Part of ISBN: 9783030504236
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Daniel Vašata
grade
Preferred source (of 2)‎

Unsupervised Latent Space Translation Network

28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2020, Bruges, Belgium, October 2-4, 2020
2020 | Conference paper
URI:

https://www.esann.org/sites/default/files/proceedings/2020/ES2020-64.pdf
Source: Self-asserted source
Daniel Vašata

Missing Features Reconstruction and Its Impact on Classification Accuracy

Lecture Notes in Computer Science
2019 | Book chapter
DOI: 10.1007/978-3-030-22744-9_16
Part of ISBN: 9783030227432
Part of ISBN: 9783030227449
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Daniel Vašata
grade
Preferred source (of 2)‎

Cantor spectra of magnetic chain graphs

Journal of Physics A: Mathematical and Theoretical
2017-04-21 | Journal article
DOI: 10.1088/1751-8121/aa6328
Part of ISSN: 1751-8113
Part of ISSN: 1751-8121
Source: Self-asserted source
Daniel Vašata

Generalizations of the centroid with an application in stochastic geometry

Mathematische Nachrichten
2017-02 | Journal article
DOI: 10.1002/mana.201500219
Part of ISSN: 0025-584X
Source: Self-asserted source
Daniel Vašata

On long-range dependence of random measures

Advances in Applied Probability
2016-12 | Journal article
DOI: 10.1017/apr.2016.72
Part of ISSN: 0001-8678
Part of ISSN: 1475-6064
Source: Self-asserted source
Daniel Vašata

Built-up structure criticality

Physica A: Statistical Mechanics and its Applications
2011-10 | Journal article
DOI: 10.1016/j.physa.2011.06.009
Part of ISSN: 0378-4371
Source: Self-asserted source
Daniel Vašata

The distribution of landed property

Physica A: Statistical Mechanics and its Applications
2009-11 | Journal article
DOI: 10.1016/j.physa.2009.07.019
Part of ISSN: 0378-4371
Source: Self-asserted source
Daniel Vašata

Chaos in a one-dimensional integrable quantum system

Physics Letters A
2009-02 | Journal article
DOI: 10.1016/j.physleta.2008.12.052
Part of ISSN: 0375-9601
Source: Self-asserted source
Daniel Vašata

Peer review (27 reviews for 6 publications/grants)

Review activity for Computer aided geometric design. (1)
Review activity for Expert systems with applications. (1)
Review activity for Heliyon. (1)
Review activity for Journal of computational science. (4)
Review activity for Neural computing & applications. (16)
Review activity for Physica. (4)
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