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Dr Jesus Requena

Jesus

Lecturer

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

Teaching

Data Mining (Undergraduate/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
  • 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
  • Xu B, Chen Y, Requena-Carrion J (2016). Energy-aware power control in energy-cooperation enabled hetnets with hybrid energy supplies. nameOfConference
  • 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
  • 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
  • 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
  • Requena-Carrión J, Wilby MR, Rodríguez-González AB et al. (2014). An activity-dependent hierarchical clustering method for sensory organization.. nameOfConference
  • Requena-Carrión J, Beltrán-Molina FA, Marques AG (2013). Relating the spectrum of cardiac signals to the spatiotemporal dynamics of cardiac sources. nameOfConference
  • Requena-Carrión J, Alonso-Atienza F, Everss E et al. (2013). Analysis of the robustness of spectral indices during ventricular fibrillation. nameOfConference
  • Beltrán-Molina F, Requena-Carrión J, Väisänen J (2012). Analysis of the effects of lead configuration on cardiac spectrum. nameOfConference
  • Requena-Carrion J, Vaisanen J, Beltran-Molina FA (2012). Analysis of the spatial resolution of body-surface dominant-frequency mapping systems. nameOfConference
  • 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
  • Figuera C, Morgado E, Gutiérrez-Pérez D et al. (2011). A multidisciplinary problem based learning experience for telecommunications students. nameOfConference
  • 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
  • Requena-Carrion J, Leder RS, Beebe M et al. (2010). The educational value of teaching biomedical engineering history.. nameOfConference
  • Marques AG, González ABR, Rojo-Álvarez JL et al. (2010). Optimizing average performance of OFDM systems using limited-rate feedback. nameOfConference
  • 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
  • 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
  • Sanchez-Fernandez CJ, Quevedo-Teruel O, Requena-Carrion J et al. (2010). Dual-Band Implantable Antenna Based on Short-Circuited SRR. nameOfConference
  • Requena-Carrion J, Leder RS, Beebe M et al. (2010). The educational value of teaching biomedical engineering history.. nameOfConference
  • Barquero-Pérez O, Rojo-Álvarez JL, Requena-Carrión J et al. (2009). Cardiac arrhythmia spectral analysis of electrogram signals using fourier organization analysis. nameOfConference
  • Requena-Carrión J, Väisänen J, Alonso-Atienza F et al. (2009). Sensitivity and spatial resolution of transvenous leads in implantable cardioverter defibrillator.. nameOfConference
  • Requena-Carrion J, Leder RS (2009). The natural history of the Engineering in Medicine and Biology Society from a modern perspective.. nameOfConference
  • 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
  • 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
  • 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
  • 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
  • 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
  • Camps-Valls G, Muñoz-Marí J, Martínez-Ramón M et al. (2009). Learning non-linear time-scales with kernel γ-filters. nameOfConference
  • Requena-Carrion J, Leder RS (2009). The natural history of the Engineering in Medicine and Biology Society from a modern perspective.. nameOfConference
  • Väisänen J, Requena Carrión J, Hyttinen J (2008). Effects of activation origin on the subcutaneous ECG with horizontal and vertical bipolar lead orientation. nameOfConference
  • 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
  • Alonso-Atienza F, Requena-Carrión J, Rojo-Alvarez JL et al. (2007). Action potential alternans in LQT3 syndrome: a simulation study.. nameOfConference
  • Väisänen J, Requena-Carrión J, Alonso-Atienza F et al. (2007). Analysing effects of implant dimensions on electrocardiograph: A modeling approach. nameOfConference
  • 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
  • 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
  • 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
  • Requena-Carrión J, Väisänen J, Alonso-Atienza F et al. (2007). Estimation of the scope of transvenous lead systems in implantable cardioverter defibrillators. nameOfConference
  • 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
  • Requena-Carrión J, Väisänen J, Rojo-Álvarez JL et al. (2007). Numerical analysis of the resolution of surface electrocardiographic lead systems. nameOfConference
  • Alonso-Atienza F, Requena-Carrión J, Rojo-Alvarez JL et al. (2007). Action potential alternans in LQT3 syndrome: a simulation study.. nameOfConference
  • 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
  • Requena-Carrión J, Väisänen J, Alonso-Atienza F et al. (2007). Estimation of the scope of transvenous lead systems in implantable cardioverter defibrillators.. nameOfConference
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
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