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Papers matching “training data selection” 54

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Training Dataset for SEST 2026 Submission: Influence of Training Data Selection on Data-Driven Power Quality Disturbance Classification Models
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Power Quality and Harmonics Open access

Markus Stroot

0

citations
Training Dataset for SEST 2026 Submission: Influence of Training Data Selection on Data-Driven Power Quality Disturbance Classification Models
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Power Quality and Harmonics Open access

Markus Stroot

0

citations
Influence of Training Data Selection on Data-Driven Power Quality Disturbance Classification Models
2026 International Conference on Smart Energy Systems and Technologies (SEST) conference-paper Engineering Power Quality and Harmonics

Markus Stroot, Andreas Ulbig

0

citations
Training Data Selection for Machine Learning-Enhanced Monte Carlo Simulations in Structural Dynamics
2022 Applied Sciences article Engineering Structural Health Monitoring Techniques Open access

Denny Thaler, Leonard Elezaj, Franz Bamer, Bernd A. Markert

19

citations
Drone-based Generation of Sensor Reference and Training Data for Highly Automated Vehicles
2021 conference-paper Engineering Autonomous Vehicle Technology and Safety cited by 1 patent

Robert Krajewski, Lennart Vater, Marvin Klimke, Tobias Moers, Julian Bock, Lutz Eckstein

4

citations
Adaptive Indoor Area Localization for Perpetual Crowdsourced Data Collection
2020 Sensors article Engineering Indoor and Outdoor Localization Technologies Open access

Marius Laska, Jörg Blankenbach, Ralf Klamma

14

citations
An Approach to Abstract Multi-stage Cyberattack Data Generation for ML-Based IDS in Smart Grids
2023 conference-paper Engineering Smart Grid Security and Resilience Open access

Ömer Sen, Philipp Malskorn, Simon Glomb, Immanuel Hacker, Martin Henze, Andreas Ulbig

2

citations
Ten questions concerning statistical data analysis in human-centric buildings research: A focus on thermal comfort investigations
2024 Building and Environment article Engineering Building Energy and Comfort Optimization Open access

Matteo Favero, Salvatore Carlucci, Giorgia Chinazzo, Jan Kloppenborg Møller, Marcel Schweiker, Marika Vellei, +1 more

23

citations
Optimal Selection of Features for Heat Pump Models based on artificial neural networks
2023 Building Simulation Conference proceedings conference-paper Engineering Refrigeration and Air Conditioning Technologies Open access

Sebastian Borges, Lasse Jöhnk, Christian Vering, Dirk Müller

2

citations
ECPR readiness without perfusionist support: a cross-sectional national survey on circuit preparation, team structure, and training
2026 BMC Emergency Medicine article Engineering Mechanical Circulatory Support Devices Open access

Eva Mishuris, Alexander Wallraff, Rüdger Kopp, Jan Larmann, Lasse J. Strudthoff, Christian Bleilevens, +1 more

0

citations
Data-driven modeling and optimization of anode-side structural, transport and electrochemical properties in PEM water electrolyzers
2026 Applied Energy article Engineering Fuel Cells and Related Materials Open access

K. Ashoke Raman, Linus Hammacher, Violeta Karyofylli, Hans Kungl, André Karl, Eva Jodat, +1 more

0

citations
A Study on Data Augmentation Techniques for Visual Defect Detection in Manufacturing
2023 Technologien für die intelligente Automation book-chapter Engineering Industrial Vision Systems and Defect Detection Open access

Lars Leyendecker, Thorben Werner, Maximilian Motz, Robert Heinrich Schmitt

4

citations
Dynamic angle selection in X-Ray CT: A reinforcement learning approach to optimal stopping
2025 Applied Mathematics for Modern Challenges article Engineering Advanced X-ray and CT Imaging Open access

T Wang, Felix F. Lucka, Daniël M. Pelt, K. Joost Batenburg, Tristan van Leeuwen

1

citations
AutoMergeNet: AutoML-Based M-Source Satellite Data Fusion Evaluated With Atmospheric Case Studies
2025 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing article Engineering Remote-Sensing Image Classification Open access

Julia Wąsala, Joannes D. Maasakkers, Berend J. Schuit, Gijs Leguijt, Ilse Aben, Rochelle Schneider, +2 more

1

citations
Data-driven modeling of single-sided bottom-hung window ventilation
2025 Building and Environment article Engineering Building Energy and Comfort Optimization Open access

0

citations
Data Rate Prediction for Broadband Powerline Communication Based on Machine Learning
2023 conference-paper Engineering Power Line Communications and Noise

Philipp Lutat, Anas Laribi, Ömer Sen, Marcel Kurth, Immanuel Hacker, Andreas Ulbig

1

citations
Adaptive data generation framework for machine learning models in nonlinear structural dynamics
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Control Systems and Identification Open access

Pavle Milicevic

0

citations
A Data-driven Approach for Enhanced On-Board Fault Diagnosis to Support Euro 7 Standard Implementation
2024 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Fault Detection and Control Systems Open access

Stella Canè, Lorenzo Brunelli, Volker Müller, Giuseppe Sammito, Tobias Brinkmann, Joschka Schaub, +1 more

0

citations
Transfer learning with artificial neural networks between injection molding processes and different polymer materials
2021 Journal of Manufacturing Processes article Engineering Injection Molding Process and Properties cited by 1 patent

Yannik Lockner, Christian Hopmann, Weibo Zhao

93

citations
Benchmarking Sensor-Fault Robustness in Forecasting
2026 arXiv (Cornell University) preprint Engineering Fault Detection and Control Systems Open access

Alexander Windmann, Philipp Wittenberg, Gianluca Manca, Marcel Dix, Jens U. Brandt, Oliver Niggemann

0

citations
Usage of digital twins for gamification applications in manufacturing
2022 Procedia CIRP article Engineering Digital Transformation in Industry Open access

Jessica Ulmer, Sebastian Braun, Chi‐Tsun Cheng, Steve Dowey, Jörg F. Wollert

14

citations
Monitoring of b0 Drift in a 47 mT Halbach Low-Field MRI Scanner - Dataset
2026 Zenodo (CERN European Organization for Nuclear Research) article Engineering Magnetic Field Sensors Techniques Open access

Marcel Ochsendorf, Lukas Bierbüsse

0

citations
Acquiring Accurate Real-Time Formation Fluid Properties to Provide In-Situ Fluid Analysis While Drilling
2023 SPE Offshore Europe Conference & Exhibition conference-paper Engineering Hydrocarbon exploration and reservoir analysis

Ansgar Cartellieri, Philipp Schapotschnikow, Wolfgang Weinzierl, J. Denninger, Alina Adams

2

citations
Back To Meshes: Optimal Simulation-ready Mesh Prototypes For Autoencoder-based 3D Car Point Clouds
2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Engineering 3D Shape Modeling and Analysis

Thiago Rios, Jiawen Kong, Bas van Stein, Thomas Bäck, Patricia Wollstadt, Bernhard Sendhoff, +1 more

4

citations
Studying the relationship between window size and other hyperparameters in deep learning-based energy consumption forecasters
2025 RWTH Publications (RWTH Aachen) article Engineering Energy Load and Power Forecasting Open access

0

citations