Data Science and Systems Complexity Research Training Programme

Handling unforeseen failures using argumentation-based learning

Author(s): Ayoobi, Hamed; Cao, Ming; Verbrugge, Laurina; Verheij, Bart
Published in: International Conference on Automation Science and Engineering (CASE) 2019, 2019, ISSN 2161-8089
Publisher: IEEE Computer Society
DOI: 10.1109/coase.2019.8843207

Online Data-Driven Stabilization of Switched Linear Systems

Author(s): Monica Rotulo, Claudio De Persis, Pietro Tesi
Published in: 2021 European Control Conference (ECC), 2021
Publisher: IEEE

Power Curtailment in Cloud Environment Utilising Load Balancing Machine Allocation

Author(s): Amir Javadpour, Guojun Wang, Samira Rezaei Badafshani, Shuhong Chen
Published in: IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation, 2018
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/smartworld.2018.00237

A Scalable Feature Selection and Opinion Miner Using Whale Optimization Algorithm

Author(s): Amir Javadpour, Samira Rezaei Badafshani, Kuan Ching Li, Guojun Wang
Published in: Advances in Signal Processing and Intelligent Recognition Systems, 2020
Publisher: Springer
DOI: 10.1007/978-981-15-4828-4_20

SDR-NNP: Sharpened Dimensionality Reduction with Neural Networks

Author(s): Youngjoo Kim, Mateus Espadoto, Scott C. Trager, Jos B. T. M. Roerdink, Alexandru C. Telea
Published in: 2022
Publisher: SciTePress
DOI: 10.5220/0010820900003124

A Fast, Memory-Efficient Alpha-Tree Algorithm using Flooding and Tree Size Estimation

Author(s): You, Jiwoo; Trager, Scott; Wilkinson, M.H.F.
Published in: Mathematical Morphology and Its Applications to Signal and Image Processing, 2019, ISBN 978-3-319-57240-6
Publisher: Springer
DOI: 10.1007/978-3-030-20867-7_20

Modeling and analysis of butterfly loops via Preisach operators and its application in a piezoelectric material

Author(s): Bayu Jayawardhana, Marco Augusto Vasquez Beltran, Wouter van de Beek, Chris de Jonge, Mónica Isela Acuautla Meneses, Silvia Damerio, Reynier Peletier, Beatriz Noheda, Robert Huisman
Published in: 57th IEEE Conference on Decision and Control, 2019
Publisher: IEEE
DOI: 10.1109/cdc.2018.8618659

Resource Management in a Peer to Peer Cloud Network for IoT

Author(s): Amir Javadpour, Guojun Wang, Samira Rezaei
Published in: Wireless personal communications, Issue 09296212, 2020, ISSN 0929-6212
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s11277-020-07691-7

Argumentation-Based Online Incremental Learning

Author(s): Ayoobi, Hamed; Cao, Ming; Verbrugge, Rineke; Verheij, Bart
Published in: IEEE Transactions on Automation Science and Engineering, 2022, ISSN 1545-5955
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tase.2021.3120837

On data-driven stabilization of systems with nonlinearities satisfying quadratic constraints

Author(s): Luppi, Alessandro; De Persis, Claudio; Tesi, Pietro
Published in: Systems & Control Letters, 2022, ISSN 0167-6911
Publisher: Elsevier BV
DOI: 10.1016/j.sysconle.2022.105206

Optimal Feature Search for Vigilance Estimation Using Deep Reinforcement Learning

Author(s): Woojoon Seok, Minsoo Yeo, Jiwoo You, Heejun Lee, Taeheum Cho, Bosun Hwang, Cheolsoo Park
Published in: Electronics world, 2020, ISSN 1365-4675
Publisher: Highbury House Communications PLC
DOI: 10.3390/electronics9010142

On the Characterization of Butterfly and Multiloop Hysteresis Behavior

Author(s): Vasquez-Beltran, Marco Augusto; Jayawardhana, Bayu; Peletier, Reynier
Published in: IEEE Transactions on Automatic Control, 2022, ISSN 0018-9286
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tac.2021.3109533

Recursive Algorithm for the Control of Output Remnant of Preisach Hysteresis Operator

Author(s): Marco Vasquez Beltran, Bayu Jayawardhana, Reynier Peletier
Published in: IEEE Control Systems Letters, 2021, ISSN 2475-1456
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcsys.2020.3009423

Visual Cluster Separation Using High-Dimensional Sharpened Dimensionality Reduction

Author(s): Youngjoo Kim, Alexandru Telea, Scott Trager, J.B.T.M. Roerdink
Published in: Information visualization, 2022, ISSN 1473-8716
Publisher: Palgrave Macmillan Ltd.
DOI: 10.1177/14738716221086589

A machine learning based approach to gravitational lens identification with the International LOFAR Telescope

Author(s): S Rezaei, J P McKean, M Biehl, W de Roo, A Lafontaine
Published in: Monthly Notices of the Royal Astronomical Society, Issue 00358711, 2022, ISSN 0035-8711
Publisher: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stac2078

DECORAS: Detection and characterization of radio-astronomical sources using deep learning

Author(s): S. Rezaei, J. P. McKean, M. Biehl, A. Javadpour
Published in: Monthly Notices of the Royal Astronomical Society, 2022, ISSN 1365-2966
Publisher: Oxford University Press
DOI: 10.1093/mnras/stab3519

Data-driven linear quadratic regulation via semidefinite programming

Author(s): Monica Rotulo, Claudio de Persis, Pietro Tesi
Published in: IFAC-PapersOnLine, Issue 24058963, 2020, ISSN 2405-8963
Publisher: IFAC
DOI: 10.1016/j.ifacol.2020.12.2264

Persistent homology of the cosmic web – I. Hierarchical topology in ΛCDM cosmologies

Author(s): Wilding, Georg; Nevenzeel, Keimpe; van de Weygaert, Rien; Vegter, Gert; Pranav, Pratyush; Jones, Bernard J T; Efstathiou, Konstantinos; Feldbrugge, Job
Published in: Monthly Notices of the Royal Astronomical Society, 2021, ISSN 1365-2966
Publisher: Oxford University Press
DOI: 10.1093/mnras/stab2326

Online learning of data-driven controllers for unknown switched linear systems

Author(s): Rotulo, Monica; De Persis, Claudio; Tesi, Pietro
Published in: Automatica, 2022, ISSN 0005-1098
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.automatica.2022.110519

Local-HDP: Interactive open-ended 3D object category recognition in real-time robotic scenarios

Author(s): Hamed Ayoobi, Hamidreza Mohades Kasaei, Ming Cao, Rineke Verbrugge, Bart Verheij
Published in: Robotics and Autonomous Systems, 2022, ISSN 0921-8890
Publisher: Elsevier BV
DOI: 10.1016/j.robot.2021.103911

Detecting straggler MapReduce tasks in big data processing infrastructure by neural network

Author(s): Amir Javadpour, Guojun Wang, Samira Rezaei Badafshani, Kuan Ching Li
Published in: Journal of supercomputing, Issue 09208542, 2020, ISSN 0920-8542
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s11227-019-03136-6

Swift distance transformed belief propagation using a novel dynamic label pruning method

Author(s): Hamed Ayoobi, Mehdi Rezaeian
Published in: IET Image Processing, Issue 17519659, 2020, ISSN 1751-9659
Publisher: Institute of Electrical Engineers
DOI: 10.1049/iet-ipr.2019.1035

Asymptotic Stability Analysis of Lur’e Systems with Butterfly Hysteresis Nonlinearities

Author(s): Marco Augusto Vasquez Beltran, Bayu Jayawardhana, Reynier Peletier
Published in: IEEE Control Systems Letters, 2019, ISSN 2475-1456
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcsys.2019.2921850

High pixel number deformable mirror concept utilizing piezoelectric hysteresis for stable shape configurations

Author(s): Huisman, Robert; Bruijn, Marcel P.; Damerio, Silvia; Eggens, Martin; Kazmi, Syed N.R.; Schmerbauch, Anja; Smit, Heino; Vasquez Beltran, Marco; van der Veer, Ewout; Acuautla, Mónica
Published in: Journal of astronomical telescopes instruments and systems, 2021, ISSN 2329-4221
Publisher: Society of Photo-Optical Instrumentation Engineers
DOI: 10.1117/1.jatis.7.2.029002

Influence functions for a hysteretic deformable mirror with a high-density 2D array of actuators

Author(s): Schmerbauch, A. E. M.; Vasquez-Beltran, M. A.; Vakis, A.; Huisman, R.; Jayawardhana, B.
Published in: Applied Optics, 2020, ISSN 2155-3165
Publisher: The Optical Society
DOI: 10.1364/ao.397472

Multi-loop Hysteresis and Recursive Remnant Control

Author(s): Marco Augusto Vasquez Beltran
Published in: 2022
Publisher: University of Groningen
DOI: 10.33612/diss.215199709

Explain what you see: argumentation-based learning and robotic vision

Author(s): Ayoobi, Hamed
Published in: 2023
Publisher: University of Groningen
DOI: 10.33612/diss.506782323

Hunting Elusive Excess Variance in Big LOFAR Data

Author(s): Gan, Hyoyin
Published in: 2022
Publisher: University of Groningen
DOI: 10.33612/diss.240437107

Data-driven stabilization and safe control of nonlinear systems

Author(s): Luppi, Alessandro
Published in: 2023
Publisher: University of Groningen
DOI: 10.33612/diss.273310133

Results on data-driven controllers for unknown nonlinear systems

Author(s): Monica Rotulo
Published in: 2022
Publisher: University of Groningen
DOI: 10.33612/diss.232286598

Multi-scale Connectivity and Hierarchical Topology of the Cosmic Web

Author(s): Georg Wilding
Published in: 2022
Publisher: University of Groningen
DOI: 10.33612/diss.250010290

Deep learning in high angular-resolution radio interferometry

Author(s): Samira Rezaei Badafshani
Published in: 2022
Publisher: University of Groningen
DOI: 10.33612/diss.222496441

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