School of Electronic Engineering and Computer Science

Dr Jesus Requena

Jesus

Lecturer

Email: j.requena@qmul.ac.uk
Room Number: Engineering, Eng E206

Teaching

Data Mining (Postgraduate)

Data that has relevance for decision-making is accumulating at an incredible rate due to a host of technological advances. Electronic data capture has become inexpensive and ubiquitous as a by-product of innovations such as the Internet, e-commerce, electronic banking, point-of-sale devices, bar-code readers, and electronic patient records. Data mining is a rapidly growing field that is concerned with developing techniques to assist decision-makers to make intelligent use of these repositories. The field of data mining has evolved from the disciplines of statistics and artificial intelligence. This module will combine practical exploration of data mining techniques with a exploration of algorithms, including their limitations. Students taking this module should have an elementary understanding of probability concepts and some experience of programming.

Research

Publications

  • Beltran-Molina FA, Requena-Carrion J, Alonso-Atienza F et al. (2017). An Analytical Model for the Effects of the Spatial Resolution of Electrode Systems on the Spectrum of Cardiac Signals. nameOfConference


    QMRO: qmroHref

    Citations: 2
  • Requena-Carrión J, Requena-Carrión VJ (2016). Distribution of transition times in a stochastic model of excitable cell: Insights into the cell-intrinsic mechanisms of randomness in neuronal interspike intervals.. nameOfConference


    QMRO: qmroHref

    Citations: 0
  • Xu B, Chen Y, Requena-Carrion J (2016). Energy-aware power control in energy-cooperation enabled hetnets with hybrid energy supplies. nameOfConference


    QMRO: qmroHref

    Citations: 3
  • Beltran-Molina FA, Cruz-Salazar E, Requena-Carrion J (2015). Dependence of cardiac spectrum on the spatial resolution of the electrode systems in a realistic model of the canine ventricles.. nameOfConference


    QMRO: qmroHref

    Citations: 0
  • Beltrán-Molina FA, Salgado LC, Martínez LJ et al. (2015). Analysis of the spectrum of cardiac signals during partially correlated spatiotemporal dynamics: A simulation approach. nameOfConference


    QMRO: qmroHref

    Citations: 1
  • Wilby MR, Rodríguez González AB, Vinagre Díaz JJ et al. (2015). Neuromorphic Sensor Network Platform: A Bioinspired Tool to Grow Applications in Wireless Sensor Networks. nameOfConference


    QMRO: qmroHref

    Citations: 0
  • Requena-Carrión J, Wilby MR, Rodríguez-González AB et al. (2014). An activity-dependent hierarchical clustering method for sensory organization.. nameOfConference


    QMRO: qmroHref

    Citations: 0
  • Requena-Carrión J, Beltrán-Molina FA, Marques AG (2013). Relating the spectrum of cardiac signals to the spatiotemporal dynamics of cardiac sources. nameOfConference


    QMRO: qmroHref

    Citations: 5
  • Requena-Carrión J, Alonso-Atienza F, Everss E et al. (2013). Analysis of the robustness of spectral indices during ventricular fibrillation. nameOfConference


    QMRO: qmroHref

    Citations: 2
  • Beltrán-Molina F, Requena-Carrión J, Väisänen J (2012). Analysis of the effects of lead configuration on cardiac spectrum. nameOfConference

    DOI: doi

    QMRO: qmroHref

    Citations: 4
  • Requena-Carrion J, Vaisanen J, Beltran-Molina FA (2012). Analysis of the spatial resolution of body-surface dominant-frequency mapping systems. nameOfConference

    DOI: doi

    QMRO: qmroHref

    Citations: 2
  • Beltrán-Molina F, Muñoz-Gómez A, Rodríguez AB et al. (2011). Effects of lead spatial resolution on the spectrum of cardiac signals: A simulation study. nameOfConference


    QMRO: qmroHref

    Citations: 4
  • Figuera C, Morgado E, Gutiérrez-Pérez D et al. (2011). A multidisciplinary problem based learning experience for telecommunications students. nameOfConference


    QMRO: qmroHref

    Citations: 2
  • Beltrán-Molina F, Muñoz-Gómez A, Rodríguez AB et al. (2011). Effects of lead spatial resolution on the spectrum of cardiac signals: a simulation study.. nameOfConference


    QMRO: qmroHref

    Citations: 0
  • Requena-Carrion J, Leder RS, Beebe M et al. (2010). The educational value of teaching biomedical engineering history.. nameOfConference

    DOI: doi

    QMRO: qmroHref

    Citations: 1
  • Marques AG, González ABR, Rojo-Álvarez JL et al. (2010). Optimizing average performance of OFDM systems using limited-rate feedback. nameOfConference


    QMRO: qmroHref

    Citations: 8
  • Sanchez-Fernandez CJ, Quevedo-Teruel O, Requena-Carrion J et al. (2010). Dual-band microstrip patch antenna based on short-circuited ring and spiral resonators for implantable medical devices. nameOfConference


    QMRO: qmroHref

    Citations: 0
  • Requena-Carrión J, Alonso-Atienza F, Guerrero-Curieses A et al. (2010). A student-centered collaborative learning environment for developing communication skills in engineering education. nameOfConference


    QMRO: qmroHref

    Citations: 12
  • Sanchez-Fernandez CJ, Quevedo-Teruel O, Requena-Carrion J et al. (2010). Dual-Band Implantable Antenna Based on Short-Circuited SRR. nameOfConference

    DOI: doi

    QMRO: qmroHref

    Citations: 0
  • Requena-Carrion J, Leder RS, Beebe M et al. (2010). The educational value of teaching biomedical engineering history.. nameOfConference


    QMRO: qmroHref

    Citations: 0
  • Barquero-Pérez O, Rojo-Álvarez JL, Requena-Carrión J et al. (2009). Cardiac arrhythmia spectral analysis of electrogram signals using fourier organization analysis. nameOfConference

    DOI: doi

    QMRO: qmroHref

    Citations: 1
  • Requena-Carrión J, Väisänen J, Alonso-Atienza F et al. (2009). Sensitivity and spatial resolution of transvenous leads in implantable cardioverter defibrillator.. nameOfConference


    QMRO: qmroHref

    Citations: 0
  • Requena-Carrion J, Leder RS (2009). The natural history of the Engineering in Medicine and Biology Society from a modern perspective.. nameOfConference

    DOI: doi

    QMRO: qmroHref

    Citations: 0
  • Requena-Carrión J, Rodríguez-González AB, Marques AG et al. (2009). Work in progress - Implantation of a collaborative student-centered learning environment in a wireless technology course. nameOfConference


    QMRO: qmroHref

    Citations: 2
  • Sánchez Muñoz JJ, Rojo Alvarez JL, García Alberola A et al. (2009). Spectral Analysis of Sustained and Non-Sustained Ventricular Fibrillation in Patients with an Implantable Cardioverter-Defibrillator. nameOfConference


    QMRO: qmroHref

    Citations: 3
  • Sánchez Muñoz JJ, Rojo Alvarez JL, García Alberola A et al. (2009). Spectral analysis of sustained and non-sustained ventricular fibrillation in patients with an implantable cardioverter-defibrillator.. nameOfConference


    QMRO: qmroHref

    Citations: 0
  • Goya-Esteban R, Barquero-Pérez O, Alonso-Atienza F et al. (2009). A review on recent patents in digital processing for cardiac electric signals (I): From basic systems to arrhythmia analysis. nameOfConference


    QMRO: qmroHref

    Citations: 2
  • Barquero-Pérez O, Goya-Esteban R, Alonso-Atienza F et al. (2009). A review on recent patents in digital processing for cardiac electric signals (II): Advanced systems and applications. nameOfConference


    QMRO: qmroHref

    Citations: 3
  • Camps-Valls G, Muñoz-Marí J, Martínez-Ramón M et al. (2009). Learning non-linear time-scales with kernel γ-filters. nameOfConference


    QMRO: qmroHref

    Citations: 6
  • Requena-Carrion J, Leder RS (2009). The natural history of the Engineering in Medicine and Biology Society from a modern perspective.. nameOfConference


    QMRO: qmroHref

    Citations: 0
  • Väisänen J, Requena Carrión J, Hyttinen J (2008). Effects of activation origin on the subcutaneous ECG with horizontal and vertical bipolar lead orientation. nameOfConference


    QMRO: qmroHref

    Citations: 0
  • Sánchez-Muñoz JJ, Rojo-Alvarez JL, García-Alberola A et al. (2008). Effects of the location of myocardial infarction on the spectral characteristics of ventricular fibrillation.. nameOfConference


    QMRO: qmroHref

    Citations: 0
  • Alonso-Atienza F, Requena-Carrión J, Rojo-Alvarez JL et al. (2007). Action potential alternans in LQT3 syndrome: a simulation study.. nameOfConference

    DOI: doi

    QMRO: qmroHref

    Citations: 0
  • Väisänen J, Requena-Carrión J, Alonso-Atienza F et al. (2007). Analysing effects of implant dimensions on electrocardiograph: A modeling approach. nameOfConference


    QMRO: qmroHref

    Citations: 0
  • Requena-Carrión J, Väisänen J, Alonso-Atienza F et al. (2007). Comparison of the scope of true and integrated bipolar leads in implantable cardioverter defibrillators. nameOfConference


    QMRO: qmroHref

    Citations: 4
  • Väisänen J, Requena-Carrión J, Alonso-Atienza F et al. (2007). Contribution of the left anterior myocardium to the body surface potentials in case of apical ectopic beat.. nameOfConference

    DOI: doi

    QMRO: qmroHref

    Citations: 0
  • Gimeno-Blanes FJ, Rojo-Álvarez JL, Requena-Carrión J et al. (2007). Denoising of heart rate variability signals during tilt test using independent component analysis and multidimensional recordings. nameOfConference


    QMRO: qmroHref

    Citations: 1
  • Requena-Carrión J, Väisänen J, Alonso-Atienza F et al. (2007). Estimation of the scope of transvenous lead systems in implantable cardioverter defibrillators. nameOfConference


    QMRO: qmroHref

    Citations: 2
  • Väisänen J, Requena-Carrión J, Alonso-Atienza F et al. (2007). Contributions of the 12 segments of left ventricular myocardium to the body surface potentials. nameOfConference

    DOI: doi

    QMRO: qmroHref

    Citations: 0
  • Requena-Carrión J, Väisänen J, Rojo-Álvarez JL et al. (2007). Numerical analysis of the resolution of surface electrocardiographic lead systems. nameOfConference

    DOI: doi

    QMRO: qmroHref

    Citations: 2
  • Alonso-Atienza F, Requena-Carrión J, Rojo-Alvarez JL et al. (2007). Action potential alternans in LQT3 syndrome: a simulation study.. nameOfConference


    QMRO: qmroHref

    Citations: 0
  • Väisänen J, Requena-Carrión J, Alonso-Atienza F et al. (2007). Contribution of the left anterior myocardium to the body surface potentials in case of apical ectopic beat.. nameOfConference


    QMRO: qmroHref

    Citations: 0
  • Requena-Carrión J, Väisänen J, Alonso-Atienza F et al. (2007). Estimation of the scope of transvenous lead systems in implantable cardioverter defibrillators.. nameOfConference


    QMRO: qmroHref

    Citations: 0
  • Conde-Pardo P, Guerrero-Curieses A, Rojo-Álvarez JL et al. (2006). A new method for single-step robust post-processing of flow color Doppler M-mode images using support vector machines. nameOfConference

    DOI: doi

    QMRO: qmroHref

    Citations: 2
  • Requena-Carrión J, Rojo-Álvarez JL, Everss E et al. (2006). Changes in cardiac indices from implanted defibrillator-stored electrograms due to acquisition and preprocessing conditions. nameOfConference

    DOI: doi

    QMRO: qmroHref

    Citations: 0
  • García Alberola A, Lacunza Ruiz J, Rojo Álvarez JL et al. (2005). Early heart rate increase does not predict the result of the head-up tilt test potentiated with nitroglycerin.. nameOfConference


    QMRO: qmroHref

    Citations: 0
  • García Alberola A, Lacunza Ruiz J, Rojo Alvarez JL et al. (2005). [Early heart rate increase does not predict the result of the head-up tilt test potentiated with nitroglycerin].. nameOfConference


    QMRO: qmroHref

    Citations: 0
  • Alonso Atienza F, Requena Carrión J, García Alberola A et al. (2005). A probabilistic model of cardiac electrical activity based on a cellular automata system. nameOfConference


    QMRO: qmroHref

    Citations: 28
  • Alonso Atienza F, Requena Carrión J, García Alberola A et al. (2005). A probabilistic model of cardiac electrical activity based on a cellular automata system.. nameOfConference


    QMRO: qmroHref

    Citations: 0
  • García Alberola A, Lacunza Ruiz J, Rojo Álvarez JL et al. (2005). Early heart rate increase does not predict the result of the head-up tilt test potentiated with nitroglycerin. nameOfConference


    QMRO: qmroHref

    Citations: 6
  • Alonso Atienza F, Requena Carrión J, García Alberola A et al. (2005). [A probabilistic model of cardiac electrical activity based on a cellular automata system].. nameOfConference


    QMRO: qmroHref

    Citations: 0