Authors: Venturini, Francesca, Fluri, Silvan, Mejari, Manas, Baumgartner, Michael, Piga, Dario, Michelucci, Umberto
Superior Title: ISSN:0023-6438 ; LWT - Food Science and Technology.
Subject Terms: Machine learning, Oxidation, Fluorescence spectroscopy, Absorption spectroscopy, Olive oil, info:eu-repo/classification/ddc/006, info:eu-repo/classification/ddc/540
File Description: application/pdf
Relation: https://doi.org/10.1016/j.lwt.2023.115679; https://doi.org/10.21256/zhaw-29630; https://hdl.handle.net/11475/29630; https://digitalcollection.zhaw.ch/handle/11475/29630
Superior Title: IEEE International Conference on Big Data, Sorrento, Italy, 15-18 December 2023
Subject Terms: Knowledge graph, Machine learning, Natural language processing, Benchmark, info:eu-repo/classification/ddc/005, info:eu-repo/classification/ddc/006
File Description: application/pdf
Relation: https://doi.org/10.21256/zhaw-29351; https://hdl.handle.net/11475/29351; https://digitalcollection.zhaw.ch/handle/11475/29351
Superior Title: Journal of Physics: Conference Series ; 12th EASN International Conference on "Innovation in Aviation & Space for opening New Horizons", Barcelona, Spain, 18-21 October 2022
Subject Terms: Artificial situation awareness, Air traffic control, Knowledge graph, Machine learning, info:eu-repo/classification/ddc/380
File Description: application/pdf
Relation: https://doi.org/10.1088/1742-6596/2526/1/012099; https://doi.org/10.21256/zhaw-27183; https://hdl.handle.net/11475/27183; https://digitalcollection.zhaw.ch/handle/11475/27183
Authors: Goren Huber, Lilach, Palmé, Thomas, Arias Chao, Manuel
Superior Title: ISBN:979-8-3503-3875-1 ; 2023 10th IEEE Swiss Conference on Data Science (SDS) ; 10th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 22-23 June 2023.
Subject Terms: Predictive maintenance, Deep learning, Physics-informed machine learning, Artificial intelligence, Solar power plant, Gas turbine, Aircraft engine, Fault detection, Fault diagnostics, Remaining useful life, info:eu-repo/classification/ddc/006, info:eu-repo/classification/ddc/620
File Description: application/pdf
Relation: https://doi.org/10.1109/SDS57534.2023.00016; https://doi.org/10.21256/zhaw-28223; https://hdl.handle.net/11475/28223; https://digitalcollection.zhaw.ch/handle/11475/28223
Authors: Bolt, Peter, Künzi, Raffael, Ziebart, Volker, Füchslin, Rudolf Marcel, Motich, Mohammed, Antoni, Mathieu, Finger, Marc-Aurèle, Bürki, Matthias
Superior Title: Datalab Symposium, Winterthur, Schweiz, 11. Januar 2023
Subject Terms: Machine learning, Clinker production, Physics informed, Prediction model, Free lime, Feature selection, info:eu-repo/classification/ddc/006, info:eu-repo/classification/ddc/660
File Description: application/pdf
Relation: https://doi.org/10.21256/zhaw-26666; https://hdl.handle.net/11475/26666; https://digitalcollection.zhaw.ch/handle/11475/26666
Superior Title: Datalab Symposium, Winterthur, Schweiz, 11. Januar 2023
Subject Terms: AI system, Machine learning, Certification, info:eu-repo/classification/ddc/006
File Description: application/pdf
Relation: https://doi.org/10.21256/zhaw-27261; https://hdl.handle.net/11475/27261; https://digitalcollection.zhaw.ch/handle/11475/27261
Authors: Fürst, Jonathan, Fadel Argerich, Mauricio, Cheng, Bin
Superior Title: ISSN:2150-8097 ; Proceedings of the VLDB Endowment ; 49th Conference on Very Large Data Bases (VLDB), Vancouver, Canada, 28 August - 1 September 2023.
Subject Terms: Ontology matching, Weak supervision, Machine learning, Data integration, info:eu-repo/classification/ddc/006
File Description: application/pdf
Relation: https://doi.org/10.14778/3583140.3583148; https://doi.org/10.21256/zhaw-27771; https://hdl.handle.net/11475/27771; https://digitalcollection.zhaw.ch/handle/11475/27771
Superior Title: ISBN:978-1-4503-9639-4 ; ICEME 2022 Proceeding ; 13th International Conference on E-business, Management and Economics (ICEME), Beijing, China, 16-18 July 2022.
Subject Terms: Computing methodology, Modeling and simulation, Machine learning, Machine learning algorithm, Model development and analysis, Digital maturity, Digital transformation, Maturity evaluation, Model validation, info:eu-repo/classification/ddc/006
File Description: application/pdf
Relation: https://doi.org/10.1145/3556089.3556102; https://doi.org/10.21256/zhaw-26314; https://hdl.handle.net/11475/26314; https://digitalcollection.zhaw.ch/handle/11475/26314
Authors: Battaglia, Mattia, Comi, Ennio, Stadelmann, Thilo, Hiestand, Roman, Ruhstaller, Beat, Knapp, Evelyne
Superior Title: ISSN:2770-9019 ; APL Machine Learning.
Subject Terms: Machine learning, PV, CNN, Inverse modelling, Finite element method, Parameter estimation, Imaging, info:eu-repo/classification/ddc/006, info:eu-repo/classification/ddc/621.3
File Description: application/pdf
Relation: https://doi.org/10.1063/5.0139707; https://doi.org/10.21256/zhaw-28346; https://hdl.handle.net/11475/28346; https://digitalcollection.zhaw.ch/handle/11475/28346
Authors: Michelucci, Umberto, Venturini, Francesca
Superior Title: ISSN:0957-4174 ; ISSN:1873-6793 ; Expert Systems with Applications.
Subject Terms: Machine learning, Metrics, Physics, Computational physics, Measurement error, Error propagation, Regression, Classification, info:eu-repo/classification/ddc/006, info:eu-repo/classification/ddc/530
File Description: application/pdf
Relation: https://doi.org/10.1016/j.eswa.2023.120013; https://doi.org/10.21256/zhaw-28559; https://hdl.handle.net/11475/28559; https://digitalcollection.zhaw.ch/handle/11475/28559
Authors: Te, Yiea-Funk, Wieland, Michèle, Frey, Martin, Pyatigorskaya, Asya, Schiffer, Penny, Grabner, Helmut
Superior Title: ISSN:2405-9188 ; The Journal of Finance and Data Science.
Subject Terms: Success prediction, Machine learning, Startup, Venture capital, Crunchbase, Gradient boosting, info:eu-repo/classification/ddc/006, info:eu-repo/classification/ddc/658.1
File Description: application/pdf
Relation: https://doi.org/10.1016/j.jfds.2023.100099; https://doi.org/10.21256/zhaw-28226; https://hdl.handle.net/11475/28226; https://digitalcollection.zhaw.ch/handle/11475/28226
Authors: Meng, Lubin, Jiang, Xue, Huang, Jian, Zeng, Zhigang, Yu, Shan, Jung, Tzyy-Ping, Lin, Chin-Teng, Chavarriaga, Ricardo, Wu, Dongrui
Superior Title: ISSN:1534-4320 ; ISSN:1558-0210 ; IEEE Transactions on Neural Systems and Rehabilitation Engineering.
Subject Terms: Electroencephalography, Brain modeling, Security, Brain-computer interface, Machine learning, Adversarial attack, Backdoor attack, info:eu-repo/classification/ddc/006
File Description: application/pdf
Relation: https://doi.org/10.1109/TNSRE.2023.3273214; https://doi.org/10.21256/zhaw-27853; https://hdl.handle.net/11475/27853; https://digitalcollection.zhaw.ch/handle/11475/27853
Authors: Schmid, N., Bruderer, S., Paruzzo, F., Fischetti, G., Toscano, G., Graf, D., Fey, M., Henrici, A., Ziebart, V., Heitmann, B., Grabner, H., Wegner, J.D., Sigel, R.K.O., Wilhelm, D.
Superior Title: ISSN:1090-7807 ; ISSN:1096-0856 ; Journal of Magnetic Resonance.
Subject Terms: NMR spectroscopy, Deconvolution, Machine learning, Deep learning, info:eu-repo/classification/ddc/006, info:eu-repo/classification/ddc/530
File Description: application/pdf
Relation: https://doi.org/10.1016/j.jmr.2022.107357; https://doi.org/10.21256/zhaw-26697; https://hdl.handle.net/11475/26697; https://digitalcollection.zhaw.ch/handle/11475/26697
Authors: Monteiro Simoes, Ricardo Daniel, Huber, Patrick, Meier, Nicola, Smailov, Nikita, Füchslin, Rudolf M., Stockinger, Kurt
Superior Title: ISSN:2169-3536 ; IEEE Access.
Subject Terms: Quantum computing, Machine learning, Neural network, info:eu-repo/classification/ddc/006
File Description: application/pdf
Relation: https://doi.org/10.1109/ACCESS.2023.3236409; https://doi.org/10.21256/zhaw-26784; https://hdl.handle.net/11475/26784; https://digitalcollection.zhaw.ch/handle/11475/26784
Authors: Pechtor, Václav, Basl, Josef
Superior Title: ISBN:978-3-99113-758-0 ; IDIMT-2022 : digitalization of society, business and management in a pandemic : 30th Interdisciplinary Information Management Talks, Sept. 7-9, 2022, Prague, Czech Republic ; Schriftenreihe Informatik.
Subject Terms: Artificial intelligence, Framework, Machine learning, Digitalization, Literature review, Public sector, info:eu-repo/classification/ddc/006
File Description: application/pdf
Relation: https://doi.org/10.35011/IDIMT-2022-67; https://doi.org/10.21256/zhaw-28922; https://hdl.handle.net/11475/28922; https://digitalcollection.zhaw.ch/handle/11475/28922
Authors: Baumann, Joachim, Hannák, Anikó, Heitz, Christoph
Superior Title: ISBN:978-1-4503-9352-2 ; Proceedings of the 2022 ACM Conference on Fairness, Accountability, and Transparency ; 5th ACM Conference on Fairness, Accountability, and Transparency (FAccT), Seoul, Republic of Korea, 21-24 June 2022.
Subject Terms: Computing methodology, Machine learning, Applied computing, Decision analysis, Group fairness metrics, Algorithmic fairness, Prediction-based decision making, info:eu-repo/classification/ddc/005, info:eu-repo/classification/ddc/658.403
File Description: application/pdf
Relation: https://doi.org/10.1145/3531146.3534645; https://doi.org/10.21256/zhaw-25909; https://hdl.handle.net/11475/25909; https://digitalcollection.zhaw.ch/handle/11475/25909
Authors: Venturini, Francesca, Michelucci, Umberto, Sperti, Michela, Gucciardi, Arnaud, Deriu, Marco A.
Superior Title: ISBN:9781510651548 ; ISBN:9781510651555.
Subject Terms: Fluorescence spectroscopy, Fluorescence sensor, Olive oil, Machine learning, Artificial neural networks, Quality control, info:eu-repo/classification/ddc/006, info:eu-repo/classification/ddc/621.3
File Description: application/pdf
Relation: https://doi.org/10.1117/12.2621646; https://doi.org/10.21256/zhaw-25330; https://hdl.handle.net/11475/25330; https://digitalcollection.zhaw.ch/handle/11475/25330
Authors: Arnaud, Gucciardi, Michelucci, Umberto, Venturini, Francesca, Sperti, Michela, Martos, Vanessa M., Deriu, Marco A.
Superior Title: ISBN:9781510651548 ; ISBN:9781510651555.
Subject Terms: Fluorescence spectroscopy, Fluorescence sensor, Olive oil, Machine learning, Convolutional neural network, Quality control, info:eu-repo/classification/ddc/006, info:eu-repo/classification/ddc/540
File Description: application/pdf
Relation: https://doi.org/10.1117/12.2621588; https://doi.org/10.21256/zhaw-25329; https://hdl.handle.net/11475/25329; https://digitalcollection.zhaw.ch/handle/11475/25329
Authors: Zgraggen, Jannik, Pizza, Gianmarco, Goren Huber, Lilach
Superior Title: ISBN:978-1-936263-36-3 ; Proceedings of the 7th European Conference of the Prognostics and Health Management Society 2022 ; 7th European PHM, Turin, Italy, 6-8 July 2022 ; PHM Society European Conference.
Subject Terms: Deep learning, Anomaly detection, Predictive maintenance, Wind turbines, Uncertainty quantification, Condition based maintenance, Machine learning, info:eu-repo/classification/ddc/006
File Description: application/pdf
Relation: https://doi.org/10.36001/phme.2022.v7i1.3342; https://doi.org/10.21256/zhaw-25296; https://hdl.handle.net/11475/25296; https://digitalcollection.zhaw.ch/handle/11475/25296
Authors: Büchi, Roland
Superior Title: ISBN:978-3-901608-97-1 ; Proceedings Langbeiträge ASIM SST 2022 ; 26. Symposium Simulationstechnik (ASIM 2022), Wien, Österreich, 25.-27. Juli 2022 ; ARGESIM Report.
Subject Terms: Control theory, Machine learning, info:eu-repo/classification/ddc/003
File Description: application/pdf
Relation: https://doi.org/10.11128/arep.20.a2014; https://doi.org/10.21256/zhaw-25494; https://hdl.handle.net/11475/25494; https://digitalcollection.zhaw.ch/handle/11475/25494