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1

AN INTERACTIVE TOOL FOR INTRODUCTORY NONLINEAR CONTROL SYSTEMS EDUCATION

Dormido, S., Gordillo, F., Dormido-Canto, S., Aracil, J.

Journal:

IFAC Proceedings Volumes

Year:

2002

Language:

english

File:

PDF, 181 KB

english, 2002

2

Determination of the optimal number of clusters using a spectral clustering optimization

Mur, Angel, Dormido, Raquel, Duro, Natividad, Dormido-Canto, Sebastian, Vega, Jesús

Journal:

Expert Systems with Applications

Year:

2016

Language:

english

File:

PDF, 3.02 MB

english, 2016

3

WEB-BASED LEARNING RESOURCES FOR VOCATIONAL TRAINING FOR AUTOMATION TECHNICIANS

Vargas, H., Sánchez, J., Dormido, S., Farias, G., Duro, N., Dormido-Canto, R., Dormido-Canto, S., Esquembre, F.

Journal:

IFAC Proceedings Volumes

Year:

2006

Language:

english

File:

PDF, 533 KB

english, 2006

4

[IEEE IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society - Florence, Italy (2016.10.23-2016.10.26)] IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society - Review of disruption predictors in nuclear fusion: Classical, from scratch and anomaly detection approaches

Vega, J., Moreno, R., Pereira, A., Ratta, G. A., Murari, A., Dormido-Canto, S., Esquembri, S., Barrera, E., Ruiz, M.

Year:

2016

Language:

english

File:

PDF, 1.23 MB

english, 2016

5

Adaptive predictors based on probabilistic SVM for real time disruption mitigation on JET

Murari, Andrea, Lungaroni, Michele, Peluso, Emmanuele, Gaudio, Pasquale, Vega, Jesus, Dormido-Canto, Sebastian, Baruzzo, Matteo, Gelfusa, Michela

Journal:

Year:

2018

Language:

english

File:

PDF, 1.85 MB

english, 2018

6

Applying deep learning for improving image classification in nuclear fusion devices

Farias, Gonzalo, Fabregas, Ernesto, Dormido-Canto, Sebastian, Vega, Jesus, Vergara, Sebastian, Dormido, Sebastian, Pastor, Ignacio, Olmedo, Alvaro

Journal:

Year:

2018

Language:

english

File:

PDF, 1.08 MB

english, 2018

7

Development of an Easy-to-Use Multi-Agent Platform for Teaching Mobile Robotics

Farias, Gonzalo, Fabregas, Ernesto, Peralta, Emmanuel, Vargas, Hector, Dormido-Canto, Sebastian, Dormido, Sebastian

Journal:

Year:

2019

Language:

english

File:

PDF, 12.73 MB

english, 2019

8

Simulation and experimental results of a new control strategy for point stabilization of nonholonomic mobile robots

Fabregas, Ernesto, Gonzalo, Farias Castro, Aranda-Escolastico, Ernesto, Garcia, Gonzalo, Chaos, Dictino, Dormido-Canto, Sebastian, Dormido, Sebastian

Journal:

IEEE Transactions on Industrial Electronics

Year:

2019

Language:

english

File:

PDF, 5.74 MB

english, 2019

9

Reinforcement learning for position control problem of a mobile robot

Farias, Gonzalo, Garcia, Gonzalo, Montenegro, Guelis, Fabregas, Ernesto, Dormido-Canto, Sebastian, Dormido, Sebastian

Journal:

Year:

2020

File:

PDF, 1001 KB

2020

10

Automated clustering procedure for TJ-II experimental signals

N. Duro, J. Vega, R. Dormido, G. Farias, S. Dormido-Canto, J. Sánchez, M. Santos, G. Pajares

Journal:

Fusion Engineering and Design

Year:

2006

Language:

english

File:

PDF, 83 KB

english, 2006

11

Searching for patterns in TJ-II time evolution signals

G. Farias, S. Dormido-Canto, J. Vega, J. Sánchez, N. Duro, R. Dormido, M. Ochando, M. Santos, G. Pajares

Journal:

Fusion Engineering and Design

Year:

2006

Language:

english

File:

PDF, 324 KB

english, 2006

12

Data mining technique for fast retrieval of similar waveforms in Fusion massive databases

J. Vega, A. Pereira, A. Portas, S. Dormido-Canto, G. Farias, R. Dormido, J. Sánchez, N. Duro, M. Santos, E. Sánchez, G. Pajares

Journal:

Fusion Engineering and Design

Year:

2008

Language:

english

File:

PDF, 1023 KB

english, 2008

13

Automated recognition system for ELM classification in JET

N. Duro, R. Dormido, J. Vega, S. Dormido-Canto, G. Farias, J. Sánchez, H. Vargas, A. Murari

Journal:

Fusion Engineering and Design

Year:

2009

Language:

english

File:

PDF, 546 KB

english, 2009

14

Upgrade of the automatic analysis system in the TJ-II Thomson Scattering diagnostic: New image recognition classifier and fault condition detection

L. Makili, J. Vega, S. Dormido-Canto, I. Pastor, A. Pereira, G. Farias, A. Portas, D. Pérez-Risco, M.C. Rodríguez-Fernández, P. Busch

Journal:

Fusion Engineering and Design

Year:

2010

Language:

english

File:

PDF, 244 KB

english, 2010

15

Progress on statistical learning systems as data mining tools for the creation of automatic databases in Fusion environments

J. Vega, A. Murari, G.A. Rattá, S. González, S. Dormido-Canto

Journal:

Fusion Engineering and Design

Year:

2010

Language:

english

File:

PDF, 242 KB

english, 2010

16

First applications of structural pattern recognition methods to the investigation of specific physical phenomena at JET

G.A. Rattá, J. Vega, A. Pereira, A. Portas, E. de la Luna, S. Dormido-Canto, G. Farias, R. Dormido, J. Sánchez, N. Duro, H. Vargas, M. Santos, G. Pajares, A. Murari

Journal:

Fusion Engineering and Design

Year:

2008

Language:

english

File:

PDF, 478 KB

english, 2008

17

Structural pattern recognition methods based on string comparison for fusion databases

S. Dormido-Canto, G. Farias, R. Dormido, J. Vega, J. Sánchez, N. Duro, H. Vargas, G. Rattá, A. Pereira, A. Portas

Journal:

Fusion Engineering and Design

Year:

2008

Language:

english

File:

PDF, 614 KB

english, 2008

18

Parallelization of automatic classification systems based on support vector machines: Comparison and application to JET database

J. Ramírez, S. Dormido-Canto, J. Vega

Journal:

Fusion Engineering and Design

Year:

2010

Language:

english

File:

PDF, 181 KB

english, 2010

19

Development of a Web-Based Control Laboratory for Automation Technicians: The Three-Tank System

Dormido, R., Vargas, H., Duro, N., Sanchez, J., Dormido-Canto, S., Farias, G., Esquembre, F., Dormido, S.

Journal:

IEEE Transactions on Education

Year:

2008

Language:

english

File:

PDF, 1.93 MB

english, 2008

20

Dynamic Clustering and Modeling Approaches for Fusion Plasma Signals

Martin H, J.A., Penas, M.S., Farias, G., Duro, N., Sanchez, J., Dormido, R., Dormido-Canto, S., Vega, J., Vargas, H.

Journal:

IEEE Transactions on Instrumentation and Measurement

Year:

2009

Language:

english

File:

PDF, 1.10 MB

english, 2009

21

Developing a remote laboratory for engineering education

E. Fabregas, G. Farias, S. Dormido-Canto, S. Dormido, F. Esquembre

Journal:

Computers & Education

Year:

2011

Language:

english

File:

PDF, 1.42 MB

english, 2011

22

Computationally efficient SVM multi-class image recognition with confidence measures

Lázaro Makili, Jesús Vega, Sebastián Dormido-Canto, Ignacio Pastor, Andrea Murari

Journal:

Fusion Engineering and Design

Year:

2011

Language:

english

File:

PDF, 204 KB

english, 2011

23

H/L transition time estimation in JET using conformal predictors

González, S., Vega, J., Murari, A., Pereira, A., Dormido-Canto, S., Ramírez, J.M.

Journal:

Fusion Engineering and Design

Year:

2012

Language:

english

File:

PDF, 196 KB

english, 2012

24

Image processing methods for noise reduction in the TJ-II Thomson Scattering diagnostic

Dormido-Canto, S., Farias, G., Vega, J., Pastor, I.

Journal:

Fusion Engineering and Design

Year:

2012

Language:

english

File:

PDF, 709 KB

english, 2012

25

An Integrated Virtual and Remote Control Lab: The Three-Tank System as a Case Study

Duro, N., Dormido, R., Vargas, H., Dormido-Canto, S., Sanchez, J., Farias, G., Dormido, S., Esquembre, F.

Journal:

Computing in Science & Engineering

Year:

2008

Language:

english

File:

PDF, 1.24 MB

english, 2008

26

An interactive simulator for networked mobile robots

Guinaldo, M., Farias, G., Fabregas, E., Sánchez, J., Dormido-Canto, S., Dormido, S.

Journal:

Year:

2012

Language:

english

File:

PDF, 877 KB

english, 2012

27

[IEEE 2007 IEEE International Symposium on Intelligent Signal Processing - Alcala de Henares, Spain (2007.10.3-2007.10.5)] 2007 IEEE International Symposium on Intelligent Signal Processing - Dynamic Clustering and Neuro-Fuzzy Identification for the Analysis of Fusion Plasma Signals

Martin, J. A., Santos, H. M., Farias, G., Duro, N., Sanchez, J., Dormido, R., Dormido-Canto, S., Vega, J.

Year:

2007

Language:

english

File:

PDF, 582 KB

english, 2007

28

[IEEE Factory Automation (ETFA 2009) - Palma de Mallorca, Spain (2009.09.22-2009.09.25)] 2009 IEEE Conference on Emerging Technologies & Factory Automation - Virtual and remote experimentation with the Ball and Hoop system

Fabregas, E., Duro, N., Dormido, R., Dormido-Canto, S., Vargas, H., Dormido, S.

Year:

2009

Language:

english

File:

PDF, 2.24 MB

english, 2009

29

Simulations of nuclear fusion diagnostics based on projections with Venn predictors and context drift detection

Vega, J., Murari, A., Dormido-Canto, S., Cruz, T.

Journal:

Annals of Mathematics and Artificial Intelligence

Year:

2015

Language:

english

File:

PDF, 1.60 MB

english, 2015

30

Real-time change detection in data streams with FPGAs

Vega, J., Dormido-Canto, S., Cruz, T., Ruiz, M., Barrera, E., Castro, R., Murari, A., Ochando, M.

Journal:

Fusion Engineering and Design

Year:

2014

Language:

english

File:

PDF, 732 KB

english, 2014

31

Incremental support vector machines for fast reliable image recognition

Makili, L., Vega, J., Dormido-Canto, S.

Journal:

Fusion Engineering and Design

Year:

2013

Language:

english

File:

PDF, 322 KB

english, 2013

32

Iterative noise removal from temperature and density profiles in the TJ-II Thomson scattering

Farias, G., Dormido-Canto, S., Vega, J., Santos, M., Pastor, I., Fingerhuth, S., Ascencio, J.

Journal:

Fusion Engineering and Design

Year:

2014

Language:

english

File:

PDF, 1.58 MB

english, 2014

33

Results of the JET real-time disruption predictor in the ITER-like wall campaigns

Vega, Jesús, Dormido-Canto, Sebastián, López, Juan M., Murari, Andrea, Ramírez, Jesús M., Moreno, Raúl, Ruiz, Mariano, Alves, Diogo, Felton, Robert

Journal:

Fusion Engineering and Design

Year:

2013

Language:

english

File:

PDF, 493 KB

english, 2013

34

Implementation of the Disruption Predictor APODIS in JET’s Real-Time Network Using the MARTe Framework

Lopez, J. M., Vega, J., Alves, D., Dormido-Canto, S., Murari, A., Ramirez, J. M., Felton, R., Ruiz, M., de Arcas, G.

Journal:

IEEE Transactions on Nuclear Science

Year:

2014

Language:

english

File:

PDF, 774 KB

english, 2014

35

[IEEE 2007 15th IEEE-NPSS Real-Time Conference - Batavia, IL, USA (2007.04.29-2007.05.4)] 2007 15th IEEE-NPSS Real-Time Conference - Two criteria for On-line Detection of Oscillations in Nuclear Fusion Experiments

Duro, N., Moreno, J. Sanchez, Dormido-Canto, S., Dormido, R., Farias, G., Vargas, H., Vega, J.

Year:

2007

Language:

english

File:

PDF, 1.02 MB

english, 2007

36

Development of an efficient real-time disruption predictor from scratch on JET and implications for ITER

Dormido-Canto, S., Vega, J., Ramírez, J.M., Murari, A., Moreno, R., López, J.M., Pereira, A.

Journal:

Year:

2013

Language:

english

File:

PDF, 795 KB

english, 2013

37

Support vector machine-based feature extractor for L/H transitions in JET

González, S., Vega, J., Murari, A., Pereira, A., Ramírez, J. M., Dormido-Canto, S., JET-EFDA Contributors,

Journal:

Review of Scientific Instruments

Year:

2010

Language:

english

File:

PDF, 525 KB

english, 2010

38

TJ-II wave forms analysis with wavelets and support vector machines

Dormido-Canto, S., Farias, G., Dormido, R., Vega, J., Sánchez, J., Santos, M.

Journal:

Review of Scientific Instruments

Year:

2004

Language:

english

File:

PDF, 581 KB

english, 2004

39

[IEEE 2012 IEEE-NPSS Real Time Conference (RT 2012) - Berkeley, CA, USA (2012.06.9-2012.06.15)] 2012 18th IEEE-NPSS Real Time Conference - Implementation of the disruption predictor APODIS in JET real time network using the MARTe framework

Lopez, J.M., Vega, J., Alves, D., Dormido-Canto, S., Murari, A., Ramirez, J.M., Felton, R., Ruiz, M., de Arcas, G.

Year:

2012

Language:

english

File:

PDF, 669 KB

english, 2012

40

A Systematic Two-Layer Approach to Develop Web-Based Experimentation Environments for Control Engineering Education

Vargas, H., Sánchez, J., Duro, N., Dormido, R., Dormido-Canto, S., Farias, G., Dormido, S., Esquembre, F., Salzmann, Ch., Gillet, D.

Journal:

Intelligent Automation & Soft Computing

Year:

2008

Language:

english

File:

PDF, 695 KB

english, 2008

41

Adaptive high learning rate probabilistic disruption predictors from scratch for the next generation of tokamaks

Vega, J., Murari, A., Dormido-Canto, S., Moreno, R., Pereira, A., Acero, A.

Journal:

Year:

2014

Language:

english

File:

PDF, 803 KB

english, 2014

42

Robustness and increased time resolution of JET Advanced Predictor of Disruptions

Moreno, R, Vega, J, Murari, A, Dormido-Canto, S, López, J M, Ramírez, J M

Journal:

Plasma Physics and Controlled Fusion

Year:

2014

Language:

english

File:

PDF, 632 KB

english, 2014

43

Platform for Teaching Mobile Robotics

Fabregas, Ernesto, Farias, Gonzalo, Dormido-Canto, Sebastián, Guinaldo, María, Sánchez, José, Dormido Bencomo, Sebastián

Journal:

Journal of Intelligent & Robotic Systems

Year:

2016

Language:

english

File:

PDF, 1.64 MB

english, 2016

44

Automatic location of L/H transition times for physical studies with a large statistical basis

González, S, Vega, J, Murari, A, Pereira, A, Dormido-Canto, S, Ramírez, J M

Journal:

Plasma Physics and Controlled Fusion

Year:

2012

Language:

english

File:

PDF, 582 KB

english, 2012

45

[IEEE 2007 IEEE International Symposium on Intelligent Signal Processing - Alcala de Henares, Spain (2007.10.3-2007.10.5)] 2007 IEEE International Symposium on Intelligent Signal Processing - Recent results on structural pattern recognition for Fusion massive databases

Vega, J., Ratta, G., Murari, A., Castro, P., Dormido-Canto, S., Dormido, R., Farias, G., Pereira, A., Portas, A., de la Luna, E., Pastor, I., Sainchez, J., Duro, N., Castro, R., Santos, M., Vargas, H.

Year:

2007

Language:

english

File:

PDF, 3.76 MB

english, 2007

46

Search and retrieval of plasma wave forms: Structural pattern recognition approach

Dormido-Canto, S., Farias, G., Vega, J., Dormido, R., Sánchez, J., Duro, N., Santos, M., Martin, J. A., Pajares, G.

Journal:

Review of Scientific Instruments

Year:

2006

Language:

english

File:

PDF, 188 KB

english, 2006

47

An Interactive Tool for Outdoor Computer Controlled Cultivation of Microalgae in a Tubular Photobioreactor System

Dormido, Raquel, Sánchez, José, Duro, Natividad, Dormido-Canto, Sebastián, Guinaldo, María, Dormido, Sebastián

Journal:

Year:

2014

Language:

english

File:

PDF, 810 KB

english, 2014

48

A Mobile Robots Experimental Environment with Event-Based Wireless Communication

Guinaldo, María, Fábregas, Ernesto, Farias, Gonzalo, Dormido-Canto, Sebastián, Chaos, Dictino, Sánchez, José, Dormido, Sebastián

Journal:

Year:

2013

Language:

english

File:

PDF, 519 KB

english, 2013

49

Classifier based on support vector machine for JET plasma configurations

S. Dormido-canto, G. Farias, J. Vega, R. Dormido, J. Sánchez, N. Duro, H. Vargas, A. Murari, Jet-efda Contributors

Year:

2008

Language:

english

File:

PDF, 159 KB

english, 2008

50

Initial results with time series forecasting of TJ-II heliac waveforms

Farias, G., Dormido-Canto, S., Vega, J., Díaz, N.

Journal:

Fusion Engineering and Design

Year:

2015

Language:

english

File:

PDF, 611 KB

english, 2015