المؤلفون: Pillonetto, Gianluigi, Chen, Tianshi, Chiuso, Alessandro, De Nicolao, Giuseppe, Ljung, Lennart

مصطلحات موضوعية: System Identification, Machine Learning, Linear Dynamical Systems, Nonlinear Dynamical Systems, Kernel-based Regularization, Bayesian Interpretation of Regularization, Gaussian Processes, Reproducing Kernel Hilbert Spaces, Estimation Theory, Support Vector Machines, Regularization Networks, bic Book Industry Communication::U Computing & information technology::UY Computer science::UYQ Artificial intelligence::UYQM Machine learning, bic Book Industry Communication::T Technology, engineering, agriculture::TJ Electronics & communications engineering::TJF Electronics engineering::TJFM Automatic control engineering, bic Book Industry Communication::P Mathematics & science::PH Physics::PHS Statistical physics, bic Book Industry Communication::P Mathematics & science::PB Mathematics::PBT Probability & statistics::PBTB Bayesian inference, bic Book Industry Communication::P Mathematics & science::PB Mathematics::PBT Probability & statistics, bic Book Industry Communication::G Reference, information & interdisciplinary subjects::GP Research & information: general::GPF Information theory::GPFC Cybernetics & systems theory

وصف الملف: application/pdf

Relation: Communications and Control Engineering

URL الوصول: https://library.oapen.org/handle/20.500.12657/56998

المؤلفون: Dai, Tianyu, Aljanaideh, Khaled, Chen, Rong, Singh, Rajiv, Stothert, Alec, Ljung, Lennart

المصدر: IFAC-PapersOnLine, July 2024, 20th IFAC Symposium on System Identification SYSID 2024

مصطلحات موضوعية: Computer Science - Machine Learning, Electrical Engineering and Systems Science - Systems and Control

URL الوصول: http://arxiv.org/abs/2409.07642

المؤلفون: Pillonetto, Gianluigi, Aravkin, Aleksandr, Gedon, Daniel, 1994, Ljung, Lennart, Ribeiro, Antônio H., Schön, Thomas B., Professor, 1977

المصدر: Automatica. 171

وصف الملف: electronic

URL الوصول: https://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-540394
https://doi.org/10.1016/j.automatica.2024.111907
https://uu.diva-portal.org/smash/get/diva2:1905714/FULLTEXT01.pdf

المؤلفون: Pillonetto, Gianluigi, Aravkin, Aleksandr, Gedon, Daniel, Ljung, Lennart, Ribeiro, Antônio H., Schön, Thomas B.

مصطلحات موضوعية: Computer Science - Machine Learning, Electrical Engineering and Systems Science - Systems and Control

URL الوصول: http://arxiv.org/abs/2301.12832

المؤلفون: Ju, Yue, Mu, Biqiang, Ljung, Lennart, Chen, Tianshi

مصطلحات موضوعية: Electrical Engineering and Systems Science - Systems and Control, Mathematics - Statistics Theory

URL الوصول: http://arxiv.org/abs/2209.12231

المؤلفون: Adib Yaghmaie, Farnaz, Gustafsson, Fredrik, Ljung, Lennart

المصدر: IEEE Transactions on Automatic Control. 68(2):737-752

مصطلحات موضوعية: Noise measurement, Costs, Dynamical systems, Adaptation models, Heuristic algorithms, Process control, Optimal control, Linear quadratic (LQ) control, reinforcement learning (RL)

وصف الملف: electronic

URL الوصول: https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-192951
https://liu.diva-portal.org/smash/get/diva2:1749956/FULLTEXT01.pdf

المؤلفون: Ohlsson, Henrik, Ljung, Lennart

مصطلحات موضوعية: Regularization, System identification, Sum-of-norms, Switched linear systems, Piecewise affine systems, TECHNOLOGY, TEKNIKVETENSKAP

وصف الملف: application/pdf

Relation: Automatica, 0005-1098, 2013, 49:4, s. 1045-1050

الاتاحة: http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-92612

المؤلفون: Ju, Yue, Chen, Tianshi, Mu, Biqiang, Ljung, Lennart

مصطلحات موضوعية: Mathematics - Statistics Theory, Electrical Engineering and Systems Science - Systems and Control

URL الوصول: http://arxiv.org/abs/2112.10319

المؤلفون: Mu, Biqiang, Chen, Tianshi, Ljung, Lennart

مصطلحات موضوعية: Mathematics - Statistics Theory

URL الوصول: http://arxiv.org/abs/2104.10471

المؤلفون: Yaghmaie, Farnaz Adib, Ljung, Lennart

مصطلحات موضوعية: Computer Science - Machine Learning, Electrical Engineering and Systems Science - Systems and Control

URL الوصول: http://arxiv.org/abs/2103.04910

المؤلفون: Gedon, Daniel, Wahlström, Niklas, Schön, Thomas B., Ljung, Lennart

مصطلحات موضوعية: Electrical Engineering and Systems Science - Systems and Control, Computer Science - Machine Learning, Statistics - Machine Learning

URL الوصول: http://arxiv.org/abs/2003.14162

المؤلفون: Ju, Yue, Chen, Tianshi, Mu, Biqiang, Ljung, Lennart

مصطلحات موضوعية: Mathematics - Statistics Theory, Electrical Engineering and Systems Science - Systems and Control

URL الوصول: http://arxiv.org/abs/2003.13435

المؤلفون: Gumussoy, Suat, Ozdemir, Ahmet Arda, McKelvey, Tomas, Ljung, Lennart, Gibanica, Mladen, Singh, Rajiv

المصدر: IFAC-PapersOnLine, volume 51, issue 15, 2018, pages 341-346

مصطلحات موضوعية: Electrical Engineering and Systems Science - Systems and Control

URL الوصول: http://arxiv.org/abs/2003.06304

المؤلفون: Pillonetto, G., Ljung, Lennart

المصدر: Proceedings of the National Academy of Sciences of the United States of America. 120(18)

مصطلحات موضوعية: system identification, regularization, Bayesian methods, sensor and brain networks

وصف الملف: electronic

URL الوصول: https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-196912
https://liu.diva-portal.org/smash/get/diva2:1791935/FULLTEXT02.pdf

المؤلفون: Gedon, Daniel, 1994, Wahlström, Niklas, 1984, Schön, Thomas B., Professor, 1977, Ljung, Lennart

المصدر: IFAC PapersOnLine. :481-486

مصطلحات موضوعية: Nonlinear system identification, black box modeling, deep learning

وصف الملف: electronic

URL الوصول: https://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-457741
https://doi.org/10.1016/j.ifacol.2021.08.406
https://uu.diva-portal.org/smash/get/diva2:1610897/FULLTEXT01.pdf

المؤلفون: Ljung, Lennart

المصدر: Journal of Systems Science and Complexity. 34(5):1598-1603

مصطلحات موضوعية: Bias, kernel methods, model errors, regularization, system identification, variance

وصف الملف: electronic

URL الوصول: https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-180879
https://liu.diva-portal.org/smash/get/diva2:1609269/FULLTEXT01.pdf

المؤلفون: Schoukens, Johan, Ljung, Lennart

مصطلحات موضوعية: Computer Science - Systems and Control

URL الوصول: http://arxiv.org/abs/1902.00683

المؤلفون: Yue, Zuogong, Thunberg, Johan, Ljung, Lennart, Goncalves, Jorge

مصطلحات موضوعية: Computer Science - Systems and Control

URL الوصول: http://arxiv.org/abs/1811.08677

المؤلفون: Wahlberg, Bo, Ljung, Lennart

مصطلحات موضوعية: Mathematics - Optimization and Control

URL الوصول: http://arxiv.org/abs/1805.09102

المؤلفون: Singh, Rajiv, Dai, Tianyu, Sznaier, Mario, Ljung, Lennart

المصدر: IFAC PAPERSONLINE. :480-485

مصطلحات موضوعية: rational approximation, nonlinear system identification, linear parameter varying

وصف الملف: print

URL الوصول: https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-209116