Data Science and Systems Complexity Research Training Programme

Información del proyecto

DSSC

Identificador del acuerdo de subvención: 754315

DOI

10.3030/754315

Proyecto cerrado

Fecha de la firma de la CE 26 Abril 2017

Fecha de inicio 1 Mayo 2017

Fecha de finalización 31 Diciembre 2022

Financiado con arreglo a

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Coste total

€ 2 092 800,00

Aportación de la UE

€ 1 046 400,00

Coordinado por

RIJKSUNIVERSITEIT GRONINGEN
Netherlands

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Publicaciones

Conference proceedings (7)

Handling unforeseen failures using argumentation-based learning

Autores: Ayoobi, Hamed; Cao, Ming; Verbrugge, Laurina; Verheij, Bart
Publicado en: International Conference on Automation Science and Engineering (CASE) 2019, 2019, ISSN 2161-8089
Editor: IEEE Computer Society
DOI: 10.1109/coase.2019.8843207

Online Data-Driven Stabilization of Switched Linear Systems

Autores: Monica Rotulo, Claudio De Persis, Pietro Tesi
Publicado en: 2021 European Control Conference (ECC), 2021
Editor: IEEE

Power Curtailment in Cloud Environment Utilising Load Balancing Machine Allocation

Autores: Amir Javadpour, Guojun Wang, Samira Rezaei Badafshani, Shuhong Chen
Publicado en: IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation, 2018
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/smartworld.2018.00237

A Scalable Feature Selection and Opinion Miner Using Whale Optimization Algorithm

Autores: Amir Javadpour, Samira Rezaei Badafshani, Kuan Ching Li, Guojun Wang
Publicado en: Advances in Signal Processing and Intelligent Recognition Systems, 2020
Editor: Springer
DOI: 10.1007/978-981-15-4828-4_20

SDR-NNP: Sharpened Dimensionality Reduction with Neural Networks

Autores: Youngjoo Kim, Mateus Espadoto, Scott C. Trager, Jos B. T. M. Roerdink, Alexandru C. Telea
Publicado en: 2022
Editor: SciTePress
DOI: 10.5220/0010820900003124

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

Autores: You, Jiwoo; Trager, Scott; Wilkinson, M.H.F.
Publicado en: Mathematical Morphology and Its Applications to Signal and Image Processing, 2019, ISBN 978-3-319-57240-6
Editor: 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

Autores: 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
Publicado en: 57th IEEE Conference on Decision and Control, 2019
Editor: IEEE
DOI: 10.1109/cdc.2018.8618659

Peer reviewed articles (18)

Resource Management in a Peer to Peer Cloud Network for IoT

Autores: Amir Javadpour, Guojun Wang, Samira Rezaei
Publicado en: Wireless personal communications, Edición 09296212, 2020, ISSN 0929-6212
Editor: Kluwer Academic Publishers
DOI: 10.1007/s11277-020-07691-7

Argumentation-Based Online Incremental Learning

Autores: Ayoobi, Hamed; Cao, Ming; Verbrugge, Rineke; Verheij, Bart
Publicado en: IEEE Transactions on Automation Science and Engineering, 2022, ISSN 1545-5955
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tase.2021.3120837

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

Autores: Luppi, Alessandro; De Persis, Claudio; Tesi, Pietro
Publicado en: Systems & Control Letters, 2022, ISSN 0167-6911
Editor: Elsevier BV
DOI: 10.1016/j.sysconle.2022.105206

Optimal Feature Search for Vigilance Estimation Using Deep Reinforcement Learning

Autores: Woojoon Seok, Minsoo Yeo, Jiwoo You, Heejun Lee, Taeheum Cho, Bosun Hwang, Cheolsoo Park
Publicado en: Electronics world, 2020, ISSN 1365-4675
Editor: Highbury House Communications PLC
DOI: 10.3390/electronics9010142

On the Characterization of Butterfly and Multiloop Hysteresis Behavior

Autores: Vasquez-Beltran, Marco Augusto; Jayawardhana, Bayu; Peletier, Reynier
Publicado en: IEEE Transactions on Automatic Control, 2022, ISSN 0018-9286
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tac.2021.3109533

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

Autores: Marco Vasquez Beltran, Bayu Jayawardhana, Reynier Peletier
Publicado en: IEEE Control Systems Letters, 2021, ISSN 2475-1456
Editor: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcsys.2020.3009423

Visual Cluster Separation Using High-Dimensional Sharpened Dimensionality Reduction

Autores: Youngjoo Kim, Alexandru Telea, Scott Trager, J.B.T.M. Roerdink
Publicado en: Information visualization, 2022, ISSN 1473-8716
Editor: Palgrave Macmillan Ltd.
DOI: 10.1177/14738716221086589

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

Autores: S Rezaei, J P McKean, M Biehl, W de Roo, A Lafontaine
Publicado en: Monthly Notices of the Royal Astronomical Society, Edición 00358711, 2022, ISSN 0035-8711
Editor: Blackwell Publishing Inc.
DOI: 10.1093/mnras/stac2078

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

Autores: S. Rezaei, J. P. McKean, M. Biehl, A. Javadpour
Publicado en: Monthly Notices of the Royal Astronomical Society, 2022, ISSN 1365-2966
Editor: Oxford University Press
DOI: 10.1093/mnras/stab3519

Data-driven linear quadratic regulation via semidefinite programming

Autores: Monica Rotulo, Claudio de Persis, Pietro Tesi
Publicado en: IFAC-PapersOnLine, Edición 24058963, 2020, ISSN 2405-8963
Editor: IFAC
DOI: 10.1016/j.ifacol.2020.12.2264

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

Autores: Wilding, Georg; Nevenzeel, Keimpe; van de Weygaert, Rien; Vegter, Gert; Pranav, Pratyush; Jones, Bernard J T; Efstathiou, Konstantinos; Feldbrugge, Job
Publicado en: Monthly Notices of the Royal Astronomical Society, 2021, ISSN 1365-2966
Editor: Oxford University Press
DOI: 10.1093/mnras/stab2326

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

Autores: Rotulo, Monica; De Persis, Claudio; Tesi, Pietro
Publicado en: Automatica, 2022, ISSN 0005-1098
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.automatica.2022.110519

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

Autores: Hamed Ayoobi, Hamidreza Mohades Kasaei, Ming Cao, Rineke Verbrugge, Bart Verheij
Publicado en: Robotics and Autonomous Systems, 2022, ISSN 0921-8890
Editor: Elsevier BV
DOI: 10.1016/j.robot.2021.103911

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

Autores: Amir Javadpour, Guojun Wang, Samira Rezaei Badafshani, Kuan Ching Li
Publicado en: Journal of supercomputing, Edición 09208542, 2020, ISSN 0920-8542
Editor: Kluwer Academic Publishers
DOI: 10.1007/s11227-019-03136-6

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

Autores: Hamed Ayoobi, Mehdi Rezaeian
Publicado en: IET Image Processing, Edición 17519659, 2020, ISSN 1751-9659
Editor: Institute of Electrical Engineers
DOI: 10.1049/iet-ipr.2019.1035

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

Autores: Marco Augusto Vasquez Beltran, Bayu Jayawardhana, Reynier Peletier
Publicado en: IEEE Control Systems Letters, 2019, ISSN 2475-1456
Editor: 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

Autores: 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
Publicado en: Journal of astronomical telescopes instruments and systems, 2021, ISSN 2329-4221
Editor: 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

Autores: Schmerbauch, A. E. M.; Vasquez-Beltran, M. A.; Vakis, A.; Huisman, R.; Jayawardhana, B.
Publicado en: Applied Optics, 2020, ISSN 2155-3165
Editor: The Optical Society
DOI: 10.1364/ao.397472

Thesis and dissertations (7)

Multi-loop Hysteresis and Recursive Remnant Control

Autores: Marco Augusto Vasquez Beltran
Publicado en: 2022
Editor: University of Groningen
DOI: 10.33612/diss.215199709

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

Autores: Ayoobi, Hamed
Publicado en: 2023
Editor: University of Groningen
DOI: 10.33612/diss.506782323

Hunting Elusive Excess Variance in Big LOFAR Data

Autores: Gan, Hyoyin
Publicado en: 2022
Editor: University of Groningen
DOI: 10.33612/diss.240437107

Data-driven stabilization and safe control of nonlinear systems

Autores: Luppi, Alessandro
Publicado en: 2023
Editor: University of Groningen
DOI: 10.33612/diss.273310133

Results on data-driven controllers for unknown nonlinear systems

Autores: Monica Rotulo
Publicado en: 2022
Editor: University of Groningen
DOI: 10.33612/diss.232286598

Multi-scale Connectivity and Hierarchical Topology of the Cosmic Web

Autores: Georg Wilding
Publicado en: 2022
Editor: University of Groningen
DOI: 10.33612/diss.250010290

Deep learning in high angular-resolution radio interferometry

Autores: Samira Rezaei Badafshani
Publicado en: 2022
Editor: University of Groningen
DOI: 10.33612/diss.222496441