Data Science and Systems Complexity Research Training Programme

Project Information

DSSC

Grant agreement ID: 754315

DOI

10.3030/754315

Project closed

EC signature date 26 April 2017

Start date 1 May 2017

End date 31 December 2022

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost

€ 2 092 800,00

EU contribution

€ 1 046 400,00

Coordinated by

RIJKSUNIVERSITEIT GRONINGEN
Netherlands

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Conference proceedings (7)

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

Peer reviewed articles (18)

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

Thesis and dissertations (7)

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