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- 2023
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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
-
Mark
Learning to Control the Cloud
2023)(
- Thesis › Doctoral thesis (monograph)
-
Mark
The implementation of NILS : A web-based artificial neural network decision support tool for noninvasive lymph node staging in breast cancer
(
- Contribution to journal › Article
-
Mark
Machine learning-assisted parameter identification for constitutive models based on concatenated loading path sequences
(
- Contribution to journal › Article
-
Mark
Critical Scaling in Particle Systems and Random Graphs
(
- Thesis › Doctoral thesis (compilation)
- 2022
-
Mark
Neural network training with highly incomplete medical datasets
(
- Contribution to journal › Article
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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
(
- Contribution to journal › Article
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Mark
Modelling intra-muscular contraction dynamics using in silico to in vivo domain translation
(
- 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
-
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
-
Mark
Application of pattern spectra and convolutional neural networks to the analysis of simulated Cherenkov Telescope Array data
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2021
-
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
-
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
-
Mark
Pose Estimation from RGB Images of Highly Symmetric Objects using a Novel Multi-Pose Loss and Differential Rendering
2021) IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2021(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Machine learning algorithms comparison for manufacturing applications
2021) 18th International Conference on Manufacturing Research, ICMR 2021 In Advances in Transdisciplinary Engineering 15. p.377-382(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
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
-
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
- 2020
-
Mark
Understanding the dynamics of biological and neural oscillator networks through exact mean-field reductions : a review
(
- Contribution to journal › Scientific review
-
Mark
Image-based wavefront sensing for astronomy using neural networks
(
- Contribution to journal › Article
-
Mark
Three-dimensional atlases of insect brains
(
- Chapter in Book/Report/Conference proceeding › Book chapter
-
Mark
Time-frequency feature extraction for classification of episodic memory
2020) In Eurasip Journal on Advances in Signal Processing(
- Contribution to journal › Article
-
Mark
A deep learning pipeline for identification of motor units in musculoskeletal ultrasound
(
- Contribution to journal › Article
-
Mark
Assessing the accuracy of a deep learning method to risk stratify indeterminate pulmonary nodules
(
- Contribution to journal › Article
- 2019
-
Mark
Artificial Intelligence for Aortic Pressure Waveform Analysis During Coronary Angiography : Machine Learning for Patient Safety
(
- Contribution to journal › Article
-
Mark
Analysis of Biased Competition and Cooperation for Attention in the Cerebral Cortex
(
- Contribution to journal › Article
-
Mark
Estimation and Classification of Non-Stationary Processes : Applications in Time-Frequency Analysis
2019)(
- Thesis › Doctoral thesis (compilation)
- 2018
-
Mark
The ALICE transition radiation detector: Construction, operation, and performance
2018) In Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment 881. p.88-127(
- Contribution to journal › Article
- 2017
-
Mark
Neural-Network-Assisted UE Localization Using Radio-Channel Fingerprints in LTE Networks
(
- Contribution to journal › Article
- 2016
-
Mark
Forecasting incoming call volumes in call centers with recurrent Neural Networks
(
- Contribution to journal › Article
-
Mark
Basins of attraction for chimera states
(
- Contribution to journal › Article
- 2015
-
Mark
Linking damping of electromechanical oscillations to system operating conditions using neural networks
2015) 2014 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2014(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2014
-
Mark
Environmental modelling of visceral leishmaniasis by susceptibility-mapping using neural networks : a case study in north-western Iran
(
- Contribution to journal › Article
- 2012
-
Mark
Estimation of 3D rotation of femur in 2D hip radiographs
(
- Contribution to journal › Article
- 2010
-
Mark
Words and their meaning: a deep delve from surface distribution into underlying neural representation
- Book/Report › Conference proceeding (editor)
- 2008
-
Mark
Computer-Assisted Interpretation of Planar Whole-Body Bone Scans.
(
- Contribution to journal › Article
-
Mark
Improvisation, Computers, and Interaction : Rethinking Human-Computer Interaction Through Music
2008) In Doctoral studies and research in fine and performing arts(
- Thesis › Doctoral thesis (artistic)
-
Mark
Downscaling of GCM forecasts to streamflow over Scandinavia
(
- Contribution to journal › Article
- 2007
-
Mark
Computational Perspectives on Neuromodulation of Aging
(
- Contribution to journal › Scientific review
- 2006
-
Mark
The added value of ECG-gating for the diagnosis of myocardial infarction using myocardial perfusion scintigraphy and artificial neural networks
(
- Contribution to journal › Article
- 2005
-
Mark
U-model Based Adaptive IMC for Nonlinear Dynamic Plants.
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Development and Implementation of Cardiac Event Detectors in Digital CMOS
2005)(
- Thesis › Doctoral thesis (compilation)
- 2003
-
Mark
A neural network versus Black-Scholes: A comparison of pricing and hedging performances
(
- Contribution to journal › Article
-
Mark
Estimating soil solution electrical conductivity from time domain reflectometry measurements using neural networks
(
- Contribution to journal › Article
-
Mark
On the Analysis and Fault-Diagnosis Tools for Small-Scale Heat and Power Plants
2003)(
- Thesis › Doctoral thesis (compilation)
-
Mark
On the Selection of Methods and Tools for Analysis of Heat and Power Plants
2003)(
- Thesis › Doctoral thesis (compilation)
-
Mark
Analysis of field data of coastal morphological evolution over yearly and decadal timescales. Part 2: Non-linear techniques
(
- Contribution to journal › Article
-
Mark
Extracting Knowledge from Neural Networks in Image Processing
2003) p.107-127(
- Chapter in Book/Report/Conference proceeding › Book chapter
-
Mark
Translating feed-forward nets to SOM-like maps
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Modular and hierarchical specialization in neural networks
(
- Contribution to journal › Article
- 2002
-
Mark
Value of exercise data for the interpretation of myocardial perfusion SPECT
(
- Contribution to journal › Article
-
Mark
Neural Optimization
2002) p.822-827(
- Chapter in Book/Report/Conference proceeding › Book chapter
-
Mark
Analysis of neural networks for edge detection
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
-
Mark
Integrative neurocomputational perspectives on cognitive aging, neuromodulation, and representation
(
- Contribution to journal › Article
-
Mark
Process Identification through modular neural networks and rule extraction
2002) 5th International Conference on Computational Intelligent Systems for Applied Research (FLINS) p.268-277(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 2001
-
Mark
On preprocessing of protein sequences for neural network prediction of polyproline type II secondary structures
(
- Contribution to journal › Article
-
Mark
An efficient mean field approach to the set covering problem
(
- Contribution to journal › Article
-
Mark
An independent evaluation of a new method for automated interpretation of lung scintigrams using artificial neural networks
(
- Contribution to journal › Article
-
Mark
Utilisation de réseaux de neurones pour l'étalonnage de mesures par réflectométrie en domaine temporel
(
- Contribution to journal › Article
- 2000
-
Mark
Essays on Financial Models
(
- Thesis › Doctoral thesis (compilation)
-
Mark
Solar Wind and Geomagnetic Activity - Predictions Using Neural Networks
2000)(
- Thesis › Doctoral thesis (compilation)
-
Mark
Airline crew scheduling using Potts mean field techniques
(
- Contribution to journal › Article
-
Mark
Forecasting discharge in Amazonia using artificial neural networks
(
- Contribution to journal › Article
- 1998
-
Mark
Remote Sensing of Forest Decline in the Czech Republic
(
- Thesis › Doctoral thesis (compilation)
-
Mark
Posture and Comfort Analysis of Car Drivers
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 1997
-
Mark
Mind in Motion: The utilization of noise in the cognitive process
(
- Thesis › Doctoral thesis (compilation)
-
Mark
Space Weather Physics: Dynamic Neural Network Studies of Solar Wind-Magnetosphere Coupling
1997)(
- Thesis › Doctoral thesis (compilation)
-
Mark
Automated interpretation of myocardial SPECT perfusion images using artificial neural networks
(
- Contribution to journal › Article
-
Mark
A study of the mean field approach to knapsack problems
(
- Contribution to journal › Article
- 1994
-
Mark
Motion detection - a neural model and its implementation
1994) In LUCS Minor 1(
- Book/Report › Report
-
Mark
A robot with autonomous spatial learning: a project overview
1994)(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
- 1991
-
Mark
Efficient implementation of neural networks in an object oriented programming environment
(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding