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Papers matching “training data selection” 44

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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
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
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
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
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
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
Identification of dental pain sensation based on cardiorespiratory signals
2020 Biomedizinische Technik/Biomedical Engineering article Engineering Non-Invasive Vital Sign Monitoring Open access

Daniel Teichmann, Alexander Hallmann, Stefan Wolfart, Maren Teichmann

8

citations
Towards an adaptable quality monitoring process for self-piercing riveting
2021 IOP Conference Series Materials Science and Engineering conference-paper Engineering Industrial Vision Systems and Defect Detection Open access

Vanessa Noller, Gerson Meschut, Thomas Bäck

1

citations
Fehlererkennung und Isolierung in Gleichstrom-Verteilnetzen
2021 RWTH Publications (RWTH Aachen) book Engineering Power Systems Fault Detection Open access

Ting Wang

2

citations
Edge Case Detection in Automated Driving: Methods, Challenges, and Future Directions
2026 IEEE Transactions on Intelligent Transportation Systems article Engineering Autonomous Vehicle Technology and Safety Open access

Saeed Rahmani, Sabine Rieder, Erwin de Gelder, Marcel Sonntag, Jorge Mallada, Sytze Kalisvaart, +3 more

2

citations
Extrapolation Performance of Convolutional Neural Network-Based Combustion Models for Large-Eddy Simulation: Influence of Reynolds Number, Filter Kernel and Filter Size
2025 Flow Turbulence and Combustion article Engineering Combustion and flame dynamics Open access

Geveen Arumapperuma, Nicola Sorace, Oliver Bladek, Ludovico Nista, Lukas Berger, Heinz G. Pitsch, +2 more

7

citations
Systematic Evaluation of TabPFN-TS and Chronos-2 for Zero-Shot Heat Load Forecasting in District Heating Networks
2026 arXiv (Cornell University) preprint Engineering Integrated Energy Systems Optimization Open access

Ben Spoek, Karim Ben Hicham, K Derzsi, Philipp Althaus, Alexander Mitsos, Dirk Müller

0

citations