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Papers matching “classification framework” 74

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Sustainability and Circular Economy in Learning Factories – Case Studies
2022 SSRN Electronic Journal preprint Engineering Sustainable Industrial Ecology Open access

Astrid Weyand, Sebastian Thiede, Jeff Mangers, Peter Plapper, Atacan Ketenci, Matthias Wolf, +5 more

22

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

0

citations
Multimodal Multi-User Surface Recognition With the Kernel Two-Sample Test
2023 IEEE Transactions on Automation Science and Engineering article Engineering Robot Manipulation and Learning Open access

Behnam Khojasteh, Friedrich Solowjow, Sebastian Trimpe, Katherine J. Kuchenbecker

6

citations
Data-Driven Condition Monitoring of a Hydraulic Press Using Supervised Learning and Neural Networks
2022 Energies article Engineering Machine Fault Diagnosis Techniques Open access cited by 1 patent

Faried Makansi, Katharina Schmitz

12

citations
Semantic Feature Compression and Adaption for Latency-Sensitive Semantic Communication
2024 IEEE Globecom Workshops (GC Wkshps) conference-paper Engineering Advanced Wireless Communication Technologies

Huanyu Zhang, Yulin Hu, Xiaopeng Yuan, Anke Schmeink

0

citations
Semantic enrichment of building information models via deep learning
2025 RWTH Publications (RWTH Aachen) dissertation Engineering BIM and Construction Integration Open access

0

citations
Virtual Testing Workflows Based on the Function-Oriented System Architecture in SysML: A Case Study in Wind Turbine Systems
2022 Wind article Engineering Systems Engineering Methodologies and Applications Open access

Yizhe Zhang, Julian Roeder, Georg Jacobs, Joerg Berroth, Gregor Höpfner

14

citations
Point2Vec for Self-Supervised Representation Learning on Point Clouds
2023 arXiv (Cornell University) preprint Engineering 3D Shape Modeling and Analysis Open access

Jonas Schult, Alexander Hermans, Bastian Leibe

8

citations
Non-idealities and Design Solutions for Analog Memristor-Based Content-Addressable Memories
2023 conference-paper Engineering Advanced Memory and Neural Computing Open access

Paul-Philipp Manea, Chirag Sudarshan, Felix Cüppers, John Paul Strachan

5

citations
Daily Load Forecasting Using Explainable AI-Driven Method With Integrated Error Correlation
2025 IEEE Access article Engineering Energy Load and Power Forecasting Open access

Ei Thu Thu Tun, Kamal Chapagain, Pyae Pyae Phyo, Yung-Cheol Byun, Vannak Seng, Panharith Chhom, +1 more

2

citations
Lidar‐Based Object Tracking of Traffic Participants with Sensor Nodes in Existing Urban Infrastructure
2026 Advanced Intelligent Systems article Engineering Autonomous Vehicle Technology and Safety Open access

Simon Schäfer, Bassam Alrifaee, Ehsan Hashemi

0

citations
Lidar-Based Object Tracking of Traffic Participants with Sensor Nodes in Existing Urban Infrastructure
2026 RWTH Publications (RWTH Aachen) article Engineering Autonomous Vehicle Technology and Safety Open access

Simon Schäfer, Bassam Alrifaee, Ehsan Hashemi

0

citations
Early thrombus detection in ECMO with optimized impedance measurements: A simulative study
2025 Journal of Electrical Bioimpedance article Engineering Electrical and Bioimpedance Tomography Open access

Filip Slapal, Diogo Silva, Steffen K. Leonhardt, Marian Walter

2

citations
Latency-Driven Joint Feature Extraction and Resource Allocation for Multi-Task Multi-Access Semantic Communications
2025 IEEE Journal on Selected Areas in Communications article Engineering Advanced Wireless Communication Technologies

Yulin Hu, Xiaopeng Yuan, Anke Schmeink

1

citations
Experimental validation of a neural-network-based method for fault detection in heat pump evaporators
2026 Energy and AI article Engineering Fault Detection and Control Systems Open access

Lasse Jöhnk, Sebastian Borges, Leon Weingarten, Tim Klebig, Christian Vering, Dirk Müller

0

citations
Computationally Efficient Electromagnetic Transient Power System Studies using Bayesian Optimization
2023 arXiv (Cornell University) preprint Engineering Power System Optimization and Stability Open access

Evelyn Heylen

0

citations
Interfacing Neuromorphic Hardware with Machine Learning Frameworks - A Review
2023 International Conference on Neuromorphic Systems (ICONS) conference-paper Engineering Advanced Memory and Neural Computing Open access

Jamie Lohoff, Zhenming Yu, Jan Finkbeiner, Kenneth Michael Stewart, Hin Wai Lui, Emre Neftci

6

citations
Identifying aspects of social sustainability in the context of digitalised production: a scoping review
2026 International Journal of Sustainable Engineering article Engineering Digital Transformation in Industry Open access

Calvin Röhl, Ella Petzold, Andreas Glück, Carmen Leicht-Scholten

0

citations
Simulation of Multispectral and Hyperspectral EO Products for Onboard Machine Learning Application
2024 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing article Engineering Remote-Sensing Image Classification Open access

Nicolas Longépé, Isabella Petrelli, Nika Oman Kadunc, Devis Peressutti, Roberto Del Prete, Mauro Casaburi, +5 more

8

citations
A Distribution-Dependent Mumford–Shah Model for Unsupervised Hyperspectral Image Segmentation
2022 IEEE Transactions on Geoscience and Remote Sensing article Engineering Remote-Sensing Image Classification Open access

Jan-Christopher Cohrs, Chandrajit Bajaj, Benjamin Berkels

7

citations
Driver interaction: mathematical modeling and numerical methods
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Vehicle Dynamics and Control Systems Open access

A. Amouri

0

citations
Causation Analysis of Marine Traffic Accidents Using Deep Learning Approaches: A Case Study from China’s Coasts
2025 Systems article Engineering Maritime Navigation and Safety Open access

Zelin Zhao, Xingyu Liu, Lin Feng, Manel Grifoll, Hongxiang Feng

7

citations
Towards Hierarchical Workflows in SysML to Support Virtual Validation of Technical Systems
2023 Applied Sciences article Engineering Systems Engineering Methodologies and Applications Open access

Yizhe Zhang, Georg Jacobs, Gregor Höpfner, Joerg Berroth

1

citations
How to Identify Potentials and Barriers of Raw Materials Recovery from Tailings? Part I: A UNFC-Compliant Screening Approach for Site Selection
2021 Resources article Engineering Tailings Management and Properties Open access

Rudolf Suppes, Soraya Heuss‐Aßbichler

20

citations
Spiking neural networks for nonlinear regression of complex transient signals on sustainable neuromorphic processors
2024 npj Unconventional Computing article Engineering Advanced Memory and Neural Computing Open access

Marcus Stoffel, Saurabh Balkrishna Tandale

14

citations