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2020 – today
- 2024
[c17]Mohammad Bajelani, Klaske van Heusden:
Data-Driven Safety Filter: An Input-Output Perspective. ACC 2024: 5106-5112- [c16]Mohammad Bajelani, Klaske van Heusden:
From raw data to safety: Reducing conservatism by set expansion. L4DC 2024: 1305-1317 - [i5]Mohammad Bajelani, Walter Lucia, Klaske van Heusden:
A Modular Safety Filter for Safety-Certified Cyber-Physical Systems. CoRR abs/2403.15854 (2024) - [i4]Mohammad Bajelani, Klaske van Heusden:
From Raw Data to Safety: Reducing Conservatism by Set Expansion. CoRR abs/2403.15883 (2024) - [i3]Hadi Hosseinionari, Mohammad Bajelani, Klaske van Heusden, Abbas S. Milani, Rudolf J. Seethaler:
Towards Indirect Data-Driven Predictive Control for Heating Phase of Thermoforming Process. CoRR abs/2407.17013 (2024) - 2023
- [c15]Mobina Mobaraki, Soodeh Ahani, Kwang Moo Yi, Mahyar Asadi, Klaske van Heusden, Guy Albert Dumont:
Efficient Multi-purpose Video Annotation for Fast Labeling. VCIP 2023: 1-5 - [i2]Mohammad Bajelani, Klaske van Heusden:
Data-Driven Safety Filter: An Input-Output Perspective. CoRR abs/2309.00189 (2023) - 2021
- [j12]Jose M. Gonzalez-Cava
, Fredrik Bagge Carlson, Olof Troeng, Anton Cervin, Klaske van Heusden, Guy Albert Dumont, Kristian Soltesz:
Robust PID control of propofol anaesthesia: Uncertainty limits performance, not PID structure. Comput. Methods Programs Biomed. 198: 105783 (2021) - 2020
- [j11]Neda Eskandari, Klaske van Heusden, Guy Albert Dumont:
Extended habituating model predictive control of propofol and remifentanil anesthesia. Biomed. Signal Process. Control. 55 (2020) - [j10]Adriana Savoca, Klaske van Heusden, Davide Manca, John Mark Ansermino, Guy Albert Dumont:
The effect of cardiac output on the pharmacokinetics and pharmacodynamics of propofol during closed-loop induction of anesthesia. Comput. Methods Programs Biomed. 192: 105406 (2020) - [j9]Klaske van Heusden, Mahdi Yousefi, John Mark Ansermino, Guy Albert Dumont:
Closed-Loop MISO Identification of Propofol Effect on Blood Pressure and Depth of Hypnosis. IEEE Trans. Control. Syst. Technol. 28(1): 254-263 (2020) - [j8]Mahdi Yousefi, Klaske van Heusden, Ian M. Mitchell, John Mark Ansermino, Guy Albert Dumont:
Falsified Model-Invariant Safety-Preserving Control With Application to Closed-Loop Anesthesia. IEEE Trans. Control. Syst. Technol. 28(2): 617-625 (2020) - [c14]Ylva Wahlquist, Klaske van Heusden, Guy Albert Dumont, Kristian Soltesz:
Individualized closed-loop anesthesia through patient model partitioning. EMBC 2020: 361-364
2010 – 2019
- 2019
- [j7]Mahdi Yousefi, Klaske van Heusden, Ian M. Mitchell, Guy Albert Dumont:
Model-invariant viability kernel approximation. Syst. Control. Lett. 127: 13-18 (2019) - [j6]Klaske van Heusden, Kristian Soltesz, Erin Cooke, Sonia Brodie, Nicholas West, Matthias Görges, John Mark Ansermino, Guy Albert Dumont:
Optimizing Robust PID Control of Propofol Anesthesia for Children: Design and Clinical Evaluation. IEEE Trans. Biomed. Eng. 66(10): 2918-2923 (2019) - [c13]Klaske van Heusden, Guy Albert Dumont:
Switching between sensor configurations for uncertain systems; application to control of anesthesia. CDC 2019: 7043-7048 - [c12]Mehdi Hosseinzadeh, Klaske van Heusden, Guy Albert Dumont, Emanuele Garone:
An Explicit Reference Governor Scheme for Closed-Loop Anesthesia. ECC 2019: 1294-1299 - 2018
- [j5]Klaske van Heusden, John Mark Ansermino, Guy Albert Dumont:
Robust MISO Control of Propofol-Remifentanil Anesthesia Guided by the NeuroSENSE Monitor. IEEE Trans. Control. Syst. Technol. 26(5): 1758-1770 (2018) - [i1]Mahdi Yousefi, Klaske van Heusden, Ian M. Mitchell, John Mark Ansermino, Guy Albert Dumont:
Reducing Conservatism in Model-Invariant Safety-Preserving Control of Propofol Anesthesia Using Falsification. CoRR abs/1804.06941 (2018) - 2017
- [c11]Mahdi Yousefi, Klaske van Heusden, Ian M. Mitchell, Guy Albert Dumont:
Output-feedback safety-preserving control. ACC 2017: 2550-2555 - [c10]Klaske van Heusden, John Mark Ansermino, Guy Albert Dumont:
Closed-loop instrumental variable identification of propofol anesthesia. CCTA 2017: 1165-1170 - [c9]Mahdi Yousefi, Klaske van Heusden, John Mark Ansermino, Guy Albert Dumont:
Modelling blood pressure uncertainty for safety verification of propofol anesthesia. SMC 2017: 1740-1745 - 2016
- [c8]Kristian Soltesz, Klaske van Heusden, Martin Hast, John Mark Ansermino, Guy Albert Dumont:
A synthesis method for automatic handling of inter-patient variability in closed-loop anesthesia. ACC 2016: 4877-4882 - [c7]Mahdi Yousefi, Klaske van Heusden, Guy Albert Dumont, Ian M. Mitchell, John Mark Ansermino:
Model-invariant safety-preserving control. ACC 2016: 6689-6694 - 2015
- [j4]Klaske van Heusden, Kousha Talebian, Guy Albert Dumont:
Analysis of L1 adaptive state feedback control. Why does it approximate an implementable LTI controller? Eur. J. Control 23: 1-7 (2015) - [c6]Mahdi Yousefi, Klaske van Heusden, Guy Albert Dumont, John Mark Ansermino:
Safety-preserving closed-loop control of anesthesia. EMBC 2015: 454-457 - 2014
- [j3]Klaske van Heusden, Guy Albert Dumont, Kristian Soltesz, Christian L. Petersen, Aryannah Umedaly, Nicholas West, John Mark Ansermino:
Design and Clinical Evaluation of Robust PID Control of Propofol Anesthesia in Children. IEEE Trans. Control. Syst. Technol. 22(2): 491-501 (2014) - 2013
- [j2]Klaske van Heusden, John Mark Ansermino, Kristian Soltesz, Sara Khosravi, Nicholas West, Guy Albert Dumont:
Quantification of the Variability in Response to Propofol Administration in Children. IEEE Trans. Biomed. Eng. 60(9): 2521-2529 (2013) - [c5]Simone Formentin, Klaske van Heusden, Alireza Karimi:
Model-based and data-driven model-reference control: A comparative analysis. ECC 2013: 1410-1415 - 2012
- [j1]Klaske van Heusden, Eyal Dassau, Howard C. Zisser, Dale E. Seborg, Francis J. Doyle III:
Control-Relevant Models for Glucose Control Using A Priori Patient Characteristics. IEEE Trans. Biomed. Eng. 59(7): 1839-1849 (2012) - [c4]Kristian Soltesz, Guy Albert Dumont, Klaske van Heusden, Tore Hägglund, John Mark Ansermino:
Simulated mid-ranging control of propofol and remifentanil using EEG-measured hypnotic depth of anesthesia. CDC 2012: 356-361 - 2010
- [b1]Klaske van Heusden:
Non-Iterative Data-Driven Model Reference Control. EPFL, Switzerland, 2010 - [c3]Klaske van Heusden, Alireza Karimi, Dominique Bonvin, Arjen den Hamer, Maarten Steinbuch:
Non-iterative Data-driven Controller Tuning with Guaranteed Stability: Application to Direct-drive Pick-and-place Robot. CCA 2010: 1005-1010
2000 – 2009
- 2008
- [c2]Klaske van Heusden, Alireza Karimi, Dominique Bonvin:
Data-driven controller tuning with integrated stability constraint. CDC 2008: 2612-2617 - 2007
- [c1]Klaske van Heusden, Alireza Karimi, Dominique Bonvin:
Data-driven estimation of the infinity norm of a dynamical system. CDC 2007: 4889-4894
Coauthor Index
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