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- 2023
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Mark
Machine learning-assisted parameter identification for constitutive models based on concatenated loading path sequences
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- Contribution to journal › Article
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Mark
Precise localization of corneal reflections in eye images using deep learning trained on synthetic data
2023) In Behavior Research Methods(
- Contribution to journal › Article
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Mark
Critical Scaling in Particle Systems and Random Graphs
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- Thesis › Doctoral thesis (compilation)
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Mark
Learning to Control the Cloud
2023)(
- Thesis › Doctoral thesis (monograph)
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Mark
The implementation of NILS : A web-based artificial neural network decision support tool for noninvasive lymph node staging in breast cancer
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- Contribution to journal › Article
- 2022
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Mark
Combining computational fluid dynamics and neural networks to characterize microclimate extremes : Learning the complex interactions between meso-climate and urban morphology
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- Contribution to journal › Article
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Mark
Modelling intra-muscular contraction dynamics using in silico to in vivo domain translation
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- Contribution to journal › Article
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Application of pattern spectra and convolutional neural networks to the analysis of simulated Cherenkov Telescope Array data
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- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
ERA : Enhanced Rational Activations
2022) 17th European Conference on Computer Vision, ECCV 2022 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 13680 LNCS. p.722-738(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Neural network training with highly incomplete medical datasets
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- Contribution to journal › Article
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Mark
A Shared Pose Regression Network for Pose Estimation of Objects from RGB Images
2022) IEEE/RSJ International Conference on Signal Image Technology & Internet Based Systems (SITIS) 2022(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2021
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Mark
A sound insulation prediction model for floor structures in wooden buildings using neural networks approach
2021) 50th International Congress and Exposition of Noise Control Engineering, INTER-NOISE 2021 In Proceedings of INTER-NOISE 2021 - 2021 International Congress and Exposition of Noise Control Engineering(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
A Deep Neural Network Based Model for Jane Street Market Prediction
2021) 2nd IEEE International Conference on Big Data, Artificial Intelligence and Internet of Things Engineering, ICBAIE 2021 In 2021 IEEE 2nd International Conference on Big Data, Artificial Intelligence and Internet of Things Engineering, ICBAIE 2021 p.303-306(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Test automation with grad-CAM Heatmaps - A future pipe segment in MLOps for Vision AI?
2021) 14th IEEE International Conference on Software Testing, Verification and Validation Workshops, ICSTW 2021 p.175-181(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Predicting neurological outcome after out-of-hospital cardiac arrest with cumulative information; development and internal validation of an artificial neural network algorithm
(
- Contribution to journal › Article