Ikerketa eta Transferentzia taldeak

CERNUDA GARCIA, CARLOS

Dagokion taldea: Datuen analisia eta zibersegurtasuna  

Izen abizenak: CARLOS CERNUDA GARCIA
Herritartasuna: Espainia
Harremanetarako Telefonoa: 943794700
Kontaktatu



Formakuntza

Doktoregoa

  • Programa de Doctorado en Ciencias de la Ingeniería, Técnicas avanzadas de data mining y machine learning para el modelado quimiométrico, Johannes Kepler Universität Linz, 2014

Lizentziatua, Ingeniaria, Gradua, Arkitektoa

  • Licenciatura en Matemáticas, Universidad de Oviedo, 2009

Graduondoa

  • Master in Soft Computing and Intelligent Data Analysis, Universidad de Oviedo, 2010

Egungo lan egoera

  • Erakundea: Mondragon Unibertsitatea
  • Zentroa: Goi Eskola Politeknikoa
  • Departamentua: Elektronika eta Informatika
  • Ezagutza arloa: Ingeniería telemática
  • Maila/Lanpostua: Personal Docente Investigador
  • Ikerketa taldea: Datuen analisia eta zibersegurtasuna

Txostenak kongresuetan/Konferentziak

CoHyb: Coevolution Hybridation for Variable Selection. Application to Multivariate Calibration

SciX - Scientific Exchange. Atlanta, GA. 21-26 October,

Urtea: 2018

Egileak: Carlos Cernuda García

Ensemble Adaptive Non-Linear Models in Multivariate Calibration

SciX - Scientific Exchange. Atlanta, GA. 21-26 October,

Urtea: 2018

Egileak: Carlos Cernuda García

On-line outlier/redundancy filtering and semisupervised incremental calibration modeling in melamine resin production using FT-NIR spectra

XVI Chemometrics in Analytical Chemistry Conference (CAC). Barcelona. 6-10 June,

Urtea: 2016

Egileak: Carlos Cernuda García, Edwin Lughofer, Thomas Reischer, Wolfgang Kantner, Marcin Pawliczek, Markus Brandstetter

Dynamically Slided Chemometric Models for Robust On-line Prediction of Cloud Point in Melamine Resin Production

Conferentia Chemometrica (CC). Budapest. 13-16 September,

Urtea: 2015

Egileak: Carlos Cernuda García, Edwin Lughofer, Thomas Reischer, Wolfgang Kantne, Marcin Pawliczek, Markus Brandstettee

Non-Linear Calibration Methods in Chemometrics

PAC-School #5. Linz. 17 November,

Urtea: 2015

Egileak: Carlos Cernuda García

Quantification of Quality Parameters on Unfermented Beer Using a Flexible Support Vector Regression Variation

14th Scandinavian Symposium in Chemometrics (SSC14). Chia, Sardegna. 13-16 June,

Urtea: 2015

Egileak: Carlos Cernuda García, Edwin Lughofer, Helmut Klein, Clemens Forster, Marcin Pawliczek, Markus Brandstetter

Genetic Hibridation (HybridGen): A Cooperative Coevolution Algorithm for Variable Selection

XIV Chemometrics in Analytical Chemistry Conference (CAC). Richmond, Virginia. 9-13 June,

Urtea: 2014

Egileak: Carlos Cernuda García, Edwin Lughofer, Peter Hintenaus, Wolfgang Maerzinger, Jurgen Kasberger

Feature Subset Selection in Big Data by Multiobjective Evolutionary Algorithms

First Bilbao Data Science Workshop (BiDaS). Bilbao. 19-20 December,

Urtea: 2016

Egileak: Carlos Cernuda García

Aurreko jarduera profesionala

Akreditazioak

IKERTRAMO SEXENIO UNIBASQ
Sexenio Años 2011, 2012, 2013, 2014, 2015, 2016

Basque Center for Applied Mathematics (BCAM)

Hasiera data: 2016/05/16 | Bukaera data: 2018/11/30

Johannes Kepler Universität Linz (Austria)

Hasiera data: 2014/09/10 | Bukaera data: 2016/04/30

Johannes Kepler Universität Linz (Austria)

Hasiera data: 2015/03/01 | Bukaera data: 2016/04/30

Johannes Kepler Universität Linz (Austria)

Hasiera data: 2010/09/15 | Bukaera data: 2014/09/09

Hizkuntzen ezagutza

  • Alemaniera (B1)
  • Ingelesa (C1)

FORMAKUNTZA

  • IRAKASKUNTZAREN JARDUERA

    Emandako irakasgaiak

    DATUEN ANALITIKA

    Ikasturtea: 2019/2020 | Kred.: 3.0 | Titulua: ROBOTIKA ETA KONTROL SISTEMETAKO UNIBERTSITATE MASTERRA

    INFORMAZIO ETA KOMUNIKAZIOAREN TEKNOLOGIA

    Ikasturtea: 2019/2020 | Kred.: 3.0 | Titulua: INDUSTRIA ELEKTRONIKAKO INGENIARITZA GRADUA

    IKASKETA AUTOMATIKOA

    Ikasturtea: 2019/2020 | Kred.: 3.0 | Titulua: DATUEN ANALISIA, ZIBERSEGURTASUNA ETA HODEI-KONPUTAZIOA

    AURREKO LAN ESPERIENTZIA

  • On the Relevance of Preprocessing in Predictive Maintenance for Dynamic Systems

    LIBRO_CAPITULO  |  Predictive Maintenance in Dynamic Systems. Advanced Methods, Decision Support Tools and Real-World Applications. Editors, E. Lughofer, M. Sayed-Mouchaweh. Springer. Pp. 253-93. First online 01 March,

    Urtea: 2019  |  ISBN/ISSN: Online 9783030056452

    Egilea: CERNUDA GARCIA, CARLOS  

    Calibration model maintenance in melamine resin production: Integrating drift detection, smart sample selection and model adaptation

    ARTICULO  |  Analytica Chimica Acta. Vol. 1013. Pp. 1-12. 12 July,

    Urtea: 2018  |  ISBN/ISSN: Online 18734324

    Egilea: LUGHOFER, EDWIN   KANTNER, WOLFGANG   REISCHER, THOMAS   BRANDSTETTER, MARKUS   CERNUDA GARCIA, CARLOS   PAWLICZEK, MARCIN  

    Improved quantification of important beer quality parameters based on nonlinear calibration methods applied to FT-MIR spectra

    ARTICULO  |  Analytical and Bioanalytical Chemistry. Vol. 409. Nº 3. Pp. 841–857. January,

    Urtea: 2017  |  ISBN/ISSN: Print 16182642

    Egilea: FORSTER, CLEMENS   LUGHOFER, EDWIN   CERNUDA GARCIA, CARLOS   KLEIN, HELMUT   PAWLICZEK, MARCIN   BRANDSTETTER, MARKUS  

    Self-adaptive non-linear methods for improved multivariate calibration in Chemical processes

    ARTICULO  |  Lenzinger Berichte. Special issue Autumn. Vol. 92-1. Pp. 12 - 32. Lenzing AG,

    Urtea: 2015

    Egilea: MAERZINGER, WOLFGANG   CERNUDA GARCIA, CARLOS   BRANDSTETTER, MARKUS   REISCHER, THOMAS   LUGHOFER, EDWIN   ROEDER, THOMAS   PAWLICZEK, MARCIN  

    Generalized smart evolving fuzzy systems

    ARTICULO  |  Evolving Systems. Vol. 6. Nº 4. Pp. 269–292. December,

    Urtea: 2015  |  ISBN/ISSN: Print 18686478

    Egilea: PRATAMA, MAHARDHIKA   KINDERMANN, STEFAN   CERNUDA GARCIA, CARLOS  

    Dynamically Slided Chemometric Models for Robust On-line Prediction of Cloud Point in Melamine Resin Production

    COMUNICACION_CONGRESO  |  Conferentia Chemometrica (CC). Budapest. 13-16 September,

    Urtea: 2015

    Egilea: BRANDSTETTER, MARKUS   CERNUDA GARCIA, CARLOS   PAWLICZEK, MARCIN   LUGHOFER, EDWIN   KANTNER, WOLFGANG   REISCHER, THOMAS  

    Incremental and Decremental Active Learning for Optimized Self-Adaptive Calibration in Viscose Production

    ARTICULO  |  Chemometrics and Intelligent Laboratory Systems. Vol. 138. Pp. 14-29. 15 November,

    Urtea: 2014  |  ISBN/ISSN: Print 01697439

    Egilea: MAERZINGER, WOLFGANG   ROEDER, THOMAS   CERNUDA GARCIA, CARLOS   LUGHOFER, EDWIN   MAYR, GEORG   HINTENAUS, PETER   KASBERGER, JURGEN  

    Enhanced genetic operators design for waveband selection in multivariate calibration based on NIR spectroscopy

    ARTICULO  |  Journal of Chemometrics. Vol. 28. Nº 2. Pp. 123-136. February,

    Urtea: 2014  |  ISBN/ISSN: Online 1099128X

    Egilea: CERNUDA GARCIA, CARLOS   LUGHOFER, EDWIN   MÄRZINGER, WOLFGANG   HINTENAUS, PETER  

    Hybrid adaptive calibration methods and ensemble strategy for prediction of cloud point in melamine resin production

    ARTICULO  |  Chemometrics and Intelligent Laboratory Systems. Vol. 126. Pp. 60-75. 15 July,

    Urtea: 2013  |  ISBN/ISSN: Online 18733239

    Egilea: CERNUDA GARCIA, CARLOS   KASBERGER, JURGEN   REISCHER, THOMAS   PAWLICZEK, MARCIN   LUGHOFER, EDWIN   MAERZINGER, WOLFGANG   HINTENAUS, PETER  

    Evolving chemometric models for predicting dynamic process parameters in viscose production

    ARTICULO  |  Analytica Chimica Acta. Vol. 725. Pp. 22-38. 6 May,

    Urtea: 2012  |  ISBN/ISSN: Print 00032670

    Egilea: MAERZINGER, WOLFGANG   SUPPAN, LISBETH   LUGHOFER, EDWIN   SCHMUCK, ROMAN   KASBERGER, JURGEN   ROEDER, THOMAS   CERNUDA GARCIA, CARLOS   HINTENAUS, PETER  

    NIR-based quantification of process parameters in polyetheracrylat (PEA) production using flexible non-linear fuzzy systems

    ARTICULO  |  Chemometrics and Intelligent Laboratory Systems. Vol. 109. Nº 1. Pp. 22-33. 15 November,

    Urtea: 2011  |  ISBN/ISSN: Print 01697439

    Egilea: CERNUDA GARCIA, CARLOS   MAERZINGER, WOLFGANG   LUGHOFER, EDWIN   KASBERGER, JURGEN  

    Técnicas de inteligencia artificial para detectar piezas defectuosas

    COMPETITIVO

    Hasiera Data:  2018-03-01  |  Amaiera Data:  2019-12-31

    Finantzaketa: Gobierno Vasco

    Parte-hartzea: EDERTEK, S. COOP.;MONDRAGON GOI ESKOLA POLITEKNIKOA JOSE Mª ARIZMENDIARRIETA, S. COOP.

    Egilea: CERNUDA GARCIA, CARLOS (INVEST)   AGUIRRE ORTUZAR, AITOR (INVEST)   ZUGASTI URIGUEN, EKHI (INVEST)   EZPELETA GALLASTEGI, ENAITZ (INVEST)   Zurutuza Ortega, Urko (INVEST)  

    Solución Integral de Analítica Avanzada de Datos para una Gestión y Asistencia Sanitaria Óptima

    CONTRATO

    Hasiera Data:  2018-02-06  |  Amaiera Data:  2018-12-31

    Finantzaketa: Gobierno Vasco

    Parte-hartzea: LKS, S.COOP.

    Egilea: CERNUDA GARCIA, CARLOS (INVEST)   ALBERDI ARAMENDI, ANE (INVEST)   EZPELETA GALLASTEGI, ENAITZ (INVEST)   BASAGOITI ASTIGARRAGA, ROSARIO MARIA (INVEST)  

    Egindako tesiak

    Técnicas avanzadas de data mining y machine learning para el modelado quimiométrico

    Irakurtze data:  2014-09-09

    Zuzendaria: Erich Peter Klement

    Egilea: CERNUDA GARCIA, CARLOS