JORGE MARTÍN AREVALILLO JULY 2015
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1 JORGE MARTÍN AREVALILLO JULY 2015 Born: San Sebastián (Spain) Address: Department of Statistics, Operational Research and Numerical Analysis. University Nacional Educación a Distancia. P o Senda del Rey Madrid (Spain) Phone: [email protected] / [email protected] Web: Education (University Nacional Educación a Distancia) Bachelor of Science (Mathematics) Ph.D. Statistics Experience at university Assistant Professor Ph.D. UNED. Madrid (Spain). 01/ Assistant Professor as collaborator. UNED. Madrid (Spain). 07/ /2011 Assistant Professor. UNED. Madrid (Spain). 02/ /2005 Teaching Assistant. UNED. Madrid (Spain). 02/ /2002 Instructor: CEURA center of UNED. Madrid (Spain). 02/ /2015 Instructor: Madrid center of UNED. Madrid (Spain). 09/ /2010 Research fellow: Institute of Applied Mathematics. State University of San Luis (Argentina). 07/ /1996 MS. STUDENTS Aitor Gutiérrez Fajardo. Statistical learning with support vector machines and kernel methods. Foundations and applications (in Spanish) José Ignacio Ezquerra. An introduction to the Boosting methodology for statistical learning (in Spanish) 1
2 Ph.D. STUDENTS Mariana Díaz Almirón (co-advisor with Juan Ángel Fresno) Professional experience Data Scientist at BBVA Continental. Lima (Perú). 03/ Freelancer - Data Scientist at Hitachi Consulting: Aptivo. Madrid (Spain). 03/ /2011 Client. McDonald s Spain Freelancer - Data Scientist at The Guidance S.L. Madrid (Spain). 10/ /2011 Client. Advertising company Yell Publicidad S.A Freelancer - Market Research Project Manager (Data Mining Consulting) at Brand Value. Madrid (Spain). 12/ /2008 Client. Club Carrefour and suppliers Freelancer - Data Mining Consultant at Neuronics Data Intelligence. Madrid (Spain). 03/ /2007 Client. Advertising company Yell Publicidad S.A Senior Data Mining Researcher at Salford Systems. San Diego, CA (USA). 08/ /2006 Freelancer - Data Mining Consultant at Indigo Value Analysis. Madrid (Spain). 05/ /2004 Client. Insurance company Mutua Madrileña Automovilista Freelancer - Statistician at Trabajos Catastrales S.A. Pamplona (Spain). 03/ /2002 Client. Confederación Hidrográfica del Tajo Instructor for institutions and private companies UNED Foundation. Madrid (Spain). 01/ DECIDE SOLUCIONES. Madrid (Spain). 01/ /2014 CIFF Business School. Madrid (Spain). 02/ /2012 Boston Consulting Group. Madrid (Spain). 03/ /2009 Universidad - Empresa Foundation. Madrid (Spain). 10/ /2006 2
3 Publications (books) 1. Jorge Martín Arevalillo, Hilario Navarro Veguillas (2011). PROBLEMAS RESUELTOS DE INICIACIÓN AL ANÁLISIS ESTADÍSTICO DE DA- TOS. CIENCIAS E INGENIERÍA. Editorial: UNED. ISBN: Publications (papers) 1. Jorge M. Arevalillo (2015). The Cornish-Fisher Expansion for a Class of Statistics in First Order Autoregression. Accepted for publication in Communications in Statistics - Theory and Methods. DOI: / Angelo Gámez-Pozo, Julia Berges-Soria, Jorge M Arevalillo, Paolo Nanni, Rocío López Vacas, Hilario Navarro, Jonas Grossmann, Carlos A Castañeda, Paloma Main, Mariana Diaz-Almiron, Enrique Espinosa, Eva Ciruelos, Juan Ángel Fresno Vara (2015). Combined label-free quantitative proteomics and microrna expression analysis of breast cancer unravel molecular differences with clinical implications. Cancer Research. 75 : Jorge M Arevalillo, Hilario Navarro (2015). A note on the direction maximizing skewness in multivariate skew-t vectors. Statistics & Probability Letters Jorge M. Arevalillo (2014). Higher-order approximations to the quantile of the distribution for a class of statistics in the first-order autoregression. TEST. 23(2) Jorge M. Arevalillo, Hilario Navarro (2013). Exploring correlations in gene expression microarray data for maximum predictive - minimum redundancy biomarker selection and classification. Computers in Biology and Medicine. 43(10) EM Ciruelos, A Gámez-Pozo, P Nanni, J Berges-Soria, H Navarro, R López-Vacas, J Arevalilllo, C Castañeda, J Grossmann, T Pascual, G de Velasco, M Díaz-Almirón, R Madero, P Maín, E Espinosa, JA Fresno (2013). Analysis of mirnas and proteins relations in breast cancer. Cancer Research. 73 (24 Suppl): Abstract P Jorge M. Arevalillo (2012). Exploring the relation between the r approximation and the Edgeworth expansion. Metrika. 75(8) Sara Jurdao, Emilio Chuvieco, Jorge M. Arevalillo (2012). Modelling forest fire ignition probability from satellite estimations of life fuel moisture content. Fire Ecology. 8(1) Jorge M. Arevalillo, Hilario Navarro (2012). A study of the effect of kurtosis on discriminant analysis under elliptical populations. Journal of Multivariate Analysis
4 10. Jorge M. Arevalillo, Hilario Navarro (2011). Uncovering bivariate interactions in high dimensional data using Random Forests with data augmentation. Fundamenta Informaticae, Special issue on Machine Learning in Bioinformatics. 113(2) Jorge M. Arevalillo, Hilario Navarro (2011). A new method for identifying bivariate differential expression in high dimensional microarray data using quadratic discriminant analysis. BMC Bioinformatics. 12. (Suppl 12):S6. doi: / s12-s6 12. S. Jurdao, J. M. Arevalillo, E. Chuvieco, M. Yebra (2011). Development of a method to transform Life Fuel Moisture Content into ignition probability. Proceedings of the 34th International Symposium on Remote Sensing of Environment. Sydney 13. Jorge M. Arevalillo, Hilario Navarro (2009). Using random forests to uncover bivariate interactions in high dimensional small data sets. Proceedings of the KDD-09 Workshop on Statistical and Relational Learning in Bioinformatics París. ACM New York, NY, USA. ISBN: doi / Jorge M. Arevalillo (2003) Inverting a saddlepoint approximation. Statistics & Probability letters J. M. Arevalillo (2001) A Second Order Approximation for the Inverse of the Distribution Function of the Sample Mean. Kybernetika Participation in congresses, conferences and seminars 1. Big Data Analytics Summit. Lima (Perú) San Antonio Breast Cancer Symposium. SABCS University Complutense. Madrid (Spain) Salford Analytics and Data Mining Conference. San Diego (USA) XXXIII Meeting of the Spanish Statistical and Operational Research Society. Madrid (Spain) th International Symposium on Remote Sensing of Environment. Sydney (Australia) th International Workshop on Data Mining in Bioinformatics. BIOKDD10. Washington (USA) KDD-09 Workshop on Statistical and Relational Learning in Bioinformatics. Paris (France) PAS 2009 Annual Meeting. Baltimore (USA) CRISP - DM Workshop. Chicago (USA)
5 11. Salford - Systems Data Mining Conference. San Diego (USA) XXV European Meeting of Statisticians. Oslo (Norway) Salford Systems Data Mining Workshop. Madrid (Spain) XXVIII Meeting of the Spanish Statistical and Operational Research Society. Cádiz (Spain) XIV summer course of the University Nacional a Distancia. Seminar on Data Mining techniques. UNED Ávila (Spain) Program of technological conferences at INAD from ALTRAN corporation. Madrid (Spain) V spring course on Probability Theory and Statistical Inference Methods. UNED Ávila (Spain) XXV Meeting of the Spanish Statistical and Operational Research Society. Vigo (Spain) Seminar on Introduction to the use of Statistical Software. UNED Melilla (Spain) IV spring course on Probability Theory and Satatistical Inference Methods. UNED Ávila (Spain) Grants 11/2014 BBVA Continental. Knowledge Transfer for the Construction of Commercial Intelligence Models. PI: Jorge M Arevalillo 03/ /2013 BBVA Continental. Data Mining and Statistical Modeling for Customer Churn Management. PI: Jorge M Arevalillo 07/ /2015 NIH NIAID 1U 19AI Severe Enteric Disease: Pathogenesis and Response. PI: James B Paker, James P Nataro 10/ /2013 CDTI. IDI Spanish Ministry of Innovation and Science. Sistema Inteligente de Buzziness. PI: Anselmo Sánchez 09/ /2011 Project #67 of Innovation for Education. The use of R Statistical Software in Teaching Methods and Methodologies related to the Analysis of Phenomena in Random Scenarios. PI: Paloma Maín 08/ /1996 INTERCAMPUS #1849 granted by the Spanish Foreign Office. Approximation of Functions. PI: Felipe Zó Review service for scientific journals Journal of Multivariate Analysis. Journal of Nonparametric Statistics 5
6 Merits and awards Positive evaluation of the research activity for period by CNEAI agency Positive evaluation of ANECA agency for Assistant Professor Ph.D contracts Positive evaluation of ANECA agency for Assistant Professor as collaborator contracts Positive evaluation of ANECA agency for Teaching Assistant Ph.D contracts Awarded to the best Bachelor of Science degree in maths. 1995/1996 academic course at UNED Awarded to the best undergraduate student of 1994/1995 academic course in maths at UNED Languages Spanish (native language). English Computer skills TEX programming. Word. Power Point. Front Page R programming. Statistical and data mining software: SPSS. IBM SPSS Modeler. Salford Predictive Modeling Suite (CART, Random Forests, MARS and TreeNet). 6
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