José Camacho Páez

Administrative data

Full member researcher

  • Position in UGR: Tenure professor
    Department where s/he teaches: Teoría de la Señal, Telemática y Comunicaciones
    Research group: TIC-233

Contributions and research experience

Publications in ISI SCI

  • On the generation of random multivariate data
    Author-s: Camacho, Jose
    Source: CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 160 40 51 2017
  • Networkmetrics: multivariate big data analysis in the context of the internet
    Author-s: Camacho, Jose; Magan-Carrion, Roberto; Garcia-Teodoro, Pedro; Treinen, James J.
    Source: JOURNAL OF CHEMOMETRICS 30 9 488 505 2016
  • Optimal relay placement in multi-hop wireless networks
    Author-s: Magan-Carrion, Roberto; Rodriguez-Gomez, Rafael A.; Camacho, Jose; Garcia-Teodoro, Pedro
    Source: AD HOC NETWORKS 46 23 36 2016
  • PCA-based multivariate statistical network monitoring for anomaly detection
    Author-s: Camacho, Jose; Perez-Villegas, Alejandro; Garcia-Teodoro, Pedro; Macia-Fernandez, Gabriel
    Source: COMPUTERS & SECURITY 59 118 137 2016
  • Bilinear modeling of batch processes. Part III: parameter stability
    Author-s: Maria Gonzalez-Martinez, Jose; Camacho, Jose; Ferrer, Alberto
    Source: JOURNAL OF CHEMOMETRICS 28 1 10 27 2014
  • Model predictive control for batch processes: Ensuring validity of predictions
    Author-s: Lauri, D.; Lennox, B.; Camacho, J.
    Source: JOURNAL OF PROCESS CONTROL 24 1 239 249 2014
  • A generalizable dynamic flow pairing method for traffic classification
    Author-s: Camacho, Jose; Padilla, Pablo; Garcia-Teodoro, Pedro; Diaz-Verdejo, Jesus
    Source: COMPUTER NETWORKS 57 14 2718 2732 2013
  • On the Influence of the Propagation Channel in the Performance of Energy-Efficient Geographic Routing Algorithms for Wireless Sensor Networks (WSN)
    Author-s: Padilla, P.; Camacho, J.; Macia-Fernandez, G.; Diaz-Verdejo, J. E.; Garcia-Teodoro, P.; Gomez-Calero, C.
    Source: WIRELESS PERSONAL COMMUNICATIONS 70 1 15 38 2013
  • Cross-validation in PCA models with the element-wise k-fold (ekf) algorithm: theoretical aspects
    Author-s: Camacho, Jose; Ferrer, Alberto
    Source: JOURNAL OF CHEMOMETRICS 26 7 361 373 2012
  • Observation-based missing data methods for exploratory data analysis to unveil the connection between observations and variables in latent subspace models
    Author-s: Camacho, Jose
    Source: JOURNAL OF CHEMOMETRICS 25 11 592 600 2011
  • Self-tuning run to run optimization of fed-batch processes using unfold-PLS
    Author-s: Camacho, Jose; Pico, Jesus; Ferrer, Alberto
    Source: AICHE JOURNAL 53 7 1789 1804 2007
  • Online monitoring of batch processes using multi-phase principal component analysis
    Author-s: Camacho, Jose; Pico, Jesus
    Source: JOURNAL OF PROCESS CONTROL 16 10 1021 1035 2006
  • Missing-data theory in the context of exploratory data analysis
    Author-s: Camacho, Jose
    Source: CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 103 1 8 18 2010
  • Visualizing Big data with Compressed Score Plots: Approach and research challenges
    Author-s: Camacho, Jose
    Source: CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 135 110 125 2014
  • Cross-validation in PCA models with the element-wise k-fold (ekf) algorithm: Practical aspects
    Author-s: Camacho, Jose; Ferrer, Alberto
    Source: CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 131 37 50 2014
  • Least-squares approximation of a space distribution for a given covariance and latent sub-space
    Author-s: Camacho, Jose; Padilla, Pablo; Diaz-Verdejo, Jesus; Smith, Keith; Lovett, David
    Source: CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 105 2 171 180 2011
  • Data understanding with PCA: Structural and Variance Information plots
    Author-s: Camacho, Jose; Pico, Jesus; Ferrer, Alberto
    Source: CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 100 1 48 56 2010
  • The best approaches in the on-line monitoring of batch processes based on PCA: Does the modelling structure matter?
    Author-s: Camacho, J.; Pico, J.; Ferrer, A.
    Source: ANALYTICA CHIMICA ACTA 642 1-2 59 68 2009
  • Multi-phase principal component analysis for batch processes modelling
    Author-s: Camacho, J; Pico, J
    Source: CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 81 2 127 136 2006
  • Group-Wise Principal Component Analysis for Exploratory Data Analysis
    Author-s: Camacho, Jose; Rodriguez-Gomez, Rafael A.; Saccenti, Edoardo
    Source: JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS 26 3 501 512 2017
  • Bilinear modelling of batch processes. Part I: theoretical discussion
    Author-s: Camacho, Jose; Pico, Jesus; Ferrer, Alberto
    Source: JOURNAL OF CHEMOMETRICS 22 5-6 299 308 2008
  • Bilinear modelling of batch processes. Part II: a comparison of PLS soft-sensors
    Author-s: Camacho, Jose; Pico, Jesus; Ferrer, Alberto
    Source: JOURNAL OF CHEMOMETRICS 22 9-10 533 547 2008
  • Multi-phase analysis framework for handling batch process data
    Author-s: Camacho, Jose; Pico, Jesus; Ferrer, Alberto
    Source: JOURNAL OF CHEMOMETRICS 22 11-12 632 643 10th Scandinavian Symposium on Chemometrics JUN 11-15, 2007 Lappeenranta, Lappeenranta 2008
  • Efficient impulsive noise suppression based on statistical confidence limits
    Author-s: Camacho, Jose; Morillas, Samuel; Latorre, Pedro
    Source: JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY 50 5 427 436 2006

Research Contracts through the UGR Fundation

  • C-4002-02
    Principal Investigator: José Camacho Páez
    Start date: 2015-05-15
    End date: 2015-11-30
    Research Group: TIC-233
    Company: ProtectWise, Inc.
  • C-4002-01
    Principal Investigator: José Camacho Páez
    Start date: 2014-11-15
    End date: 2015-05-14
    Research Group: TIC-233
    Company: ProtectWise, Inc.
  • C-4002-00
    Principal Investigator: José Camacho Páez
    Start date: 2014-07-15
    End date: 2014-11-14
    Research Group: TIC-233
    Company: ProtectWise, Inc.

Doctoral Dissertations supervised

  • Supervivencia en redes ad hoc. Mecanismos de tolerancia y reacción frente amenazas de seguridad
    Author: Roberto Magán Carrión
    Institution: Teoría de la Señal, Telemática y Comunicaciones (UGR),
    Dissertation date: 2016-04-25
    Supervision: Pedro García Teodoro, José Camacho Páez
    Special mention: internacional
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