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Browsing by Subject Deep learning
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Showing results 60 to 79 of 81
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Issue Date
Title
Involved Person(s)
2015
PANOPTES : automated article segmentation of newspaper pages for "Real Time Print Media Monitoring“
Arnold, Marek
;
Cieliebak, Mark
;
Stadelmann, Thilo
;
Stampfli, Jan
;
Uzdilli, Fatih
28-Oct-2022
Physics informed deep learning for tracker fault detection in photovoltaic power plants
Zgraggen, Jannik
;
Guo, Yuyan
;
Notaristefano, Antonio
;
Goren Huber, Lilach
Jun-2023
Physics-informed machine learning for predictive maintenance : applied use-cases
Goren Huber, Lilach
;
Palmé, Thomas
;
Arias Chao, Manuel
21-Oct-2021
Predictive maintenance : an autoencoder anomaly-based approach for a 3 DoF delta robot
Fathi, Kiavash
;
van de Venn, Hans Wernher
;
Honegger, Marcel
Jun-2022
Predictive Maintenance mit Physics-Informed-Deep-Learning : Anwendungsfall Photovoltaikanlagen
Goren Huber, Lilach
;
Notaristefano, Antonio
2021
Probabilistic short-term low-voltage load forecasting using bernstein-polynomial normalizing flows
Arpogaus, Marcel
;
Voss, Marcus
;
Sick, Beate
;
Nigge-Uricher, Mark
;
Dürr, Oliver
7-Apr-2024
Rapid optical cytology with deep learning-based cell segmentation for diagnosis of thyroid lesions
Jermain, Peter R.
;
Oswald, Martin
;
Langdun, Tenzin
;
Wright, Santana
;
Khan, Ashraf
, et al
2024
Real world music object recognition
Tuggener, Lukas
;
Emberger, Raphael
;
Ghosh, Adhiraj
;
Sager, Pascal
;
Satyawan, Yvan Putra
, et al
Nov-2023
Robust drone detection and classification from radio frequency signals using convolutional neural networks
Glüge, Stefan
;
Nyfeler, Matthias
;
Ramagnano, Nicola
;
Horn, Claus
;
Schüpbach, Christof
1-Nov-2022
Scalable deployment of deep learning algorithms for predictive maintenance in commercial machine fleets : bridging the research-industry gap
Goren Huber, Lilach
2022
Scaling-up deep learning based predictive maintenance for commercial machine fleets : a case study
Ulmer, Markus
;
Zgraggen, Jannik
;
Pizza, Gianmarco
;
Goren Huber, Lilach
23-Jun-2022
Security and safety aspects of AI in industry applications
Doran, Hans Dermot
2016
Single-cell phenotype classification using deep convolutional neural networks
Dürr, Oliver
;
Sick, Beate
2016
Speaker identification and clustering using convolutional neural networks
Lukic, Yanick
;
Vogt, Carlo
;
Dürr, Oliver
;
Stadelmann, Thilo
2020
Survey on evaluation methods for dialogue systems
Deriu, Jan Milan
;
Rodrigo, Alvaro
;
Otegi, Arantxa
;
Echegoyen, Guillermo
;
Rosset, Sophie
, et al
2022
Systematic development of extraction methods for quantitative microplastics analysis in soils using metal-doped plastics
Tophinke, Alissa H.
;
Joshi, Akshay
;
Baier, Urs
;
Hufenus, Rudolf
;
Mitrano, Denise M.
29-Jun-2021
Transfer learning approaches for wind turbine fault detection using deep learning
Zgraggen, Jannik
;
Ulmer, Markus
;
Jarlskog, Eskil
;
Pizza, Gianmarco
;
Goren Huber, Lilach
Jul-2023
Transforming NMR spectroscopy : extraction of multiplet parameters with deep learning
Schmid, Nicolas
;
Fischetti, Giulia
;
Henrici, Andreas
;
Wilhelm, Dirk
;
Wanner, Marc
, et al
4-Jul-2022
Uncertainty informed anomaly scores with deep learning : robust fault detection with limited data
Zgraggen, Jannik
;
Pizza, Gianmarco
;
Goren Huber, Lilach
Jul-2023
Uncertainty quantification for reliable automatic multiplet classification in 1H NMR spectra
Fischetti, Giulia
;
Schmid, Nicolas
;
Henrici, Andreas
;
Wilhelm, Dirk
;
Bruderer, Simon
, et al