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Browsing by Subject Machine learning
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Showing results 49 to 68 of 133
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Issue Date
Title
Involved Person(s)
Jul-2020
Early fault detection based on wind turbine SCADA data using convolutional neural networks
Ulmer, Markus
;
Jarlskog, Eskil
;
Pizza, Gianmarco
;
Manninen, Jaakko
;
Goren Huber, Lilach
9-Sep-2022
Editorial: Artificial intelligence in finance and industry: highlights from 6 European COST conferences
Henrici, Andreas
;
Osterrieder, Jörg
2023
EEG-based brain-computer interfaces are vulnerable to backdoor attacks
Meng, Lubin
;
Jiang, Xue
;
Huang, Jian
;
Zeng, Zhigang
;
Yu, Shan
, et al
15-Jun-2021
Employing explainable AI to optimize the return target function of a loan portfolio
Gramespacher, Thomas
;
Posth, Jan-Alexander
2022
Enforcing group fairness in algorithmic decision making : utility maximization under sufficiency
Baumann, Joachim
;
Hannák, Anikó
;
Heitz, Christoph
Mar-2020
Entity matching with transformer architectures - a step forward in data integration
Brunner, Ursin
;
Stockinger, Kurt
2021
Estimating neural network’s performance with bootstrap : a tutorial
Michelucci, Umberto
;
Venturini, Francesca
2023
Evaluating XAI algorithms in skin cancer classification : a path towards trustworthy AI systems
Reif, Monika Ulrike
;
Hochberg, Alan
;
Homa, Celina
Mar-2022
Evaluation of algorithms for interaction-sparse recommendations : neural networks don’t always win
Klingler, Yasamin
;
Lehmann, Claude
;
Monteiro, Joao Pedro
;
Saladin, Carlo
;
Bernstein, Abraham
, et al
23-Jun-2020
Examining redundancy in the context of safe machine learning
Doran, Hans Dermot
;
Reif, Monika Ulrike
Jan-2023
Experimental evaluation of quantum machine learning algorithms
Monteiro Simoes, Ricardo Daniel
;
Huber, Patrick
;
Meier, Nicola
;
Smailov, Nikita
;
Füchslin, Rudolf M.
, et al
6-May-2021
Exploration of Spanish olive oil quality with a miniaturized low-cost fluorescence sensor and machine learning techniques
Venturini, Francesca
;
Sperti, Michela
;
Michelucci, Umberto
;
Herzig, Ivo
;
Baumgartner, Michael
, et al
Jul-2022
Extraction of physicochemical properties from the fluorescence spectrum with 1D convolutional neural networks : application to olive oil
Venturini, Francesca
;
Sperti, Michela
;
Michelucci, Umberto
;
Gucciardi, Arnaud
;
Martos, Vanessa M.
, et al
Mar-2020
General principles of machine learning for brain-computer interfacing
Iturrate, Iñaki
;
Chavarriaga, Ricardo
;
Millán, José del R.
2022
Global efforts towards establishing safety directives for intelligent systems : review
Frischknecht-Gruber, Carmen
;
Reif, Monika Ulrike
;
Senn, Christoph
27-May-2021
How accurate and precise can we measure the posture and the energy expenditure component of sedentary behaviour with one sensor?
Kuster, Roman P.
;
Grooten, Wilhelmus J. A.
;
Blom, Victoria
;
Baumgartner, Daniel
;
Hagströmer, Maria
, et al
8-Dec-2023
Hybride Instandhaltung : wie fliesst das Fachwissen in die KI?
Goren Huber, Lilach
;
Palmé, Jan Thomas
;
Arias Chao, Manuel
2024
Identifying performance limiting parameters in perovskite solar cells using machine learning
Zbinden, Oliver
;
Knapp, Evelyne
;
Tress, Wolfgang
16-Sep-2023
Imaging phenotypes predict overall survival in glioma more accurate than basic demographic and cell mutation profiles
Rathore, Saima
;
Iftikhar, Muhammad A.
;
Chaddad, Ahmad
;
Singh, Ashish
;
Gillani, Zeeshan
, et al
2022
Impacts of traffic data on short-term residential load forecasting before and during the COVID-19 pandemic
Chaianong, Aksornchan
;
Winzer, Christian
;
Gellrich, Mario