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Papers matching “supervised classification” 13

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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
Combining unsupervised and supervised learning in microscopy enables defect analysis of a full 4H-SiC wafer
2024 MRS Communications article Engineering Industrial Vision Systems and Defect Detection Open access cited by 1 patent

Johannes Steiner, Peter J. Wellmann

8

citations
A hybrid sparse-semantic image classification framework to support marine and coastal monitoring and management
2026 Ocean & Coastal Management article Engineering Remote-Sensing Image Classification Open access

Ying Shi, Lan Song, Luocheng Wu, Huanhuan Li

0

citations
An exploration of contrastive self-supervised learning for reconstructed atom probe tomography data
2026 Machine Learning Science and Technology article Engineering Advanced Materials Characterization Techniques Open access

Janis A. Sälker, Marcus Hans, Jochen M. Schneider, Raheleh Hadian

0

citations
Task-Driven Learned Hyperspectral Data Reduction Using End-to-End Supervised Deep Learning
2020 Journal of Imaging article Engineering Remote-Sensing Image Classification Open access

Mathé T. Zeegers, Daniël M. Pelt, Tristan van Leeuwen, Robert van Liere, Kees Joost Batenburg

11

citations
RoadDiffBox: Automatic Road Distress Diagnosis through Controlled Image Generation and Semi-Supervised Learning
2025 Research article Engineering Infrastructure Maintenance and Monitoring Open access cited by 1 patent

Ning Chen, Hancheng Zhang, Yue Hou, Pengfei Liu

4

citations
Lithium-ion battery anomaly detection with variational autoencoder based on feature representation learning
2026 Journal of Energy Storage article Engineering Advanced Battery Technologies Research Open access

Wenbin Li, Yue Yang, Stefan Pischinger

5

citations
Concurrent analysis of electronic and ionic nanopore signals: blockade mean and height
2024 Nano Express article Engineering Nanopore and Nanochannel Transport Studies Open access

Ángel Díaz Carral, Martín Roitegui, Ayberk Koc, Magnus Ostertag, Maria Fyta

4

citations
Detection of Bacterial Colonization in Lung Transplant Recipients Using an Electronic Nose
2023 Transplantation Direct article Engineering Advanced Chemical Sensor Technologies Open access

Nynke Wijbenga, Nadine L.A. de Jong, Rogier A.S. Hoek, Bas J. Mathot, Leonard Seghers, Joachim G.J.V. Aerts, +3 more

1

citations
A GAN-Based Multi-Sensor Data Augmentation Technique for CNC Machine Tool Wear Prediction
2023 IEEE Access article Engineering Advanced machining processes and optimization Open access

Yuechi Jiang, Benny Drescher, Guoguang Yuan

23

citations
Prediction of statistical force–displacement curves of Charpy-V impact tests based on unsupervised fracture surface machine learning
2025 Engineering Failure Analysis article Engineering Fatigue and fracture mechanics Open access

Johannes Tlatlik, Nils Rump, Sebastian Münstermann

5

citations
Defect localization during laser microwelding of battery connectors using long exposure imaging and few-shot learning
2022 Procedia CIRP article Engineering Industrial Vision Systems and Defect Detection Open access

Christian Knaak, Benedikt von Querfurth, Sören Hollatz, Emil Duong, Alexander M. Olowinsky

1

citations
Machine Learning-Based Methodology for Intelligent Energy Management Strategy in Heavy-Duty Fuel Cell Hybrid Electric Vehicles with Pantograph
2026 World Electric Vehicle Journal article Engineering Electric and Hybrid Vehicle Technologies Open access

Jose del C. Julio-Rodríguez, Pedro S. González-Rodríguez, STEFANÍA MATILDE AMAYA SANDOVAL, David Sebastian Puma-Benavides, Milton Israel Quinga-Morales, Javier Milton Solís Santamaria, +1 more

0

citations

13 results