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About
Mathieu Kessler
Two lines of research can be identified in my production: on the one hand, I have studied statistical inference for stochastic processes, with emphasis on models driven by stochastic differential equations (SDE), Markov Chains and Hidden Markov Chains. I am in particular interested in theoretical results regarding the asymptotic behavior as well as in computational aspects related to the implementation of numerically efficient procedures. Moreover, I got increasingly interested in Bayesian statistics, with a focus on objective priors. Finally, in the last years, I have collaborated with Jesús Martínez Frutos, David Herreros and Francisco Periago at the a Universidad Politécnica de Cartagena, in the resolution of optimization problems in the presence of uncertainty.
A second and important line of research corresponds to my collaboration with colleagues from other areas. I began acting as a supporting statistician or data scientist at the University of Haute-Alsace Mulhouse in 1996. Being at a technical university in Cartagena has naturally provided a number of opportunities to serve as a statistician in applied problems, and I have been lucky enough to work intensively with friends in crystallography, electrical engineering (renewable energies) and animal production. I have been in charge of data munging and cleaning (doing that with R mainly) and statistical procedures, some of which quite challenging and interesting (e-g Reversible Jump MCMC algorithm for Bayesian Analysis of preferred crystallographic configurations, or a system of stochastic differential equations for the evolution of temperature in a house with AC)
Office Hours
Teaching
Abbreviation list
- BS: Basic course
- B: Required course
- O: Elective course
- A: Year-long
- 1Q: 1st half
- 2Q: 2st half
Phd THESIS SUPERVISION
Browian motion with drift threshold models
Projects
SOILDIVERAGRO: Soil biodiversity enhancement in European agroecosystems to promete their stability and resilience by external inputs reduction and crop perfomance increase
Interactive Digital Content Platform for All
DIVERFARMING: Crop diversification and low-input farming across Europe: from practitioners engagement and ecosystems services to increased revenues and chain organization
Diseño y Control Óptimo de la Nueva Generación de Materiales Activos
INTERACTIVE DIGITAL CONTENT PLATFORM TO SHARE, REUSE AND INNOVATE IN THE CLASSROOM
Simulación y optimización de estructuras de gran escala bajo incertidumbre utilizando GPUs
RÉTAME Y APRENDO
AVANCES EN SENSORIZACIÓN Y ANÁLISIS MULTIVARIABLE APLICADOS A REFRIGERACIÓN INDUSTRIAL AGROALIMENTARIA: TÉCNICAS DE DATA-MINING PARA IDENTIFICACIÓN DE NUEVAS CORRELACIONES Y MEJORA DE LA EFICIENCIA ENERGÉTICA
Rétame y Aprendo
Rétame y Aprendo
Formación de suelos en depósitos de residuos mineros mediante la aplicación de biocarbón y fitoestabilización: factores reguladores del secuestro de carbono y de la formación de agregados estables
Monitorización, inferencia, optimización y control multi-escala: de células a biorreactores
Identificación de poligenes implicados en el perfil aromático y caracterísitcas relacionadas con preferencias de consumo en melón usando una colección de líneas casi isogénicas
ANÁLISIS DEL COMPORTAMIENTO ELÉCTRICO FRENTE A HUECOS DE TENSIÓN DE PARQUES EÓLICOS EN EL MARCO DE LAS NUEVAS NORMATIVAS
Estudio Conformacional en estado sólido de complejos de metales de transición
Dynstoch
Contracts
Plataforma para la monitorización de la ocupación y el análisis de la atmósfera en espacios cerrados mediante el procesamiento con machine learning de la huella acústica y de radiofrecuencia sobre una plataforma IoT dotada de auditoría blockchai
Cátedra de Empresa Tecnológica MICROSOFT-ENCAMINA-UPCT
Implementación de un sistema telemático de evaluación para la certificación de queserías y una herramienta de panel de cata para el Consejo Regulador del Queso de Murcia DOP
Cátdra UPCT-INDRA en el área de la Generación de Contenidos Digitales
Cátedra de Empresa Tecnológica MICROSOFT-ENCAMINA-UPCT
Gestión energética, análisis de datos y evaluación de variables que puedan afectar a la demanda eléctrica del consumidor (INFO)
Estudio de los datos e implementación de un sistema telemático de gestión del Consejo Regulador del Queso de Murcia DOP
Proyecto Medicool: Monitorización y análisis global de datos
Publications
A customizable and incremental processing approach for learning analytics
ISSN: 21693536
IEEE Access
Effect of genetic line, diet and gender on relative growth in rabbits
World Rabbit Science
Identification of linearised RMS-voltage dip patterns based on clustering in renewable plants
ISSN: 17518687
IET Generation, Transmission and Distribution
ISSN: 00457825
Computer Methods in Applied Mechanics and Engineering
Approach to fitting parameters and clustering for characterising measured voltage dips based on two-dimensional polarisation ellipses
ISSN: 17521424 17521416
IET Renewable Power Generation
Statistical and Clustering Analysis for Disturbances: A Case Study of Voltage Dips in Wind Farms
ISSN: 08858977
IEEE Transactions on Power Delivery
ISSN: 10970207 00295981
International Journal for Numerical Methods in Engineering
ISSN: 00457825
Computer Methods in Applied Mechanics and Engineering
Probability density function characterization for aggregated large-scalewind power based on Weibull mixtures
ISSN: 19961073
Energies
A new solar module modeling for PV applications based on a symmetrized and shifted Gompertz model
ISSN: 08858969
IEEE Transactions on Energy Conversion
ISSN: 12623377 12928119
ESAIM - Control, Optimisation and Calculus of Variations
It is forbidden to use p-values!
ISSN: 18893805
Boletin de Estadistica e Investigacion Operativa
Identification of behavior patterns within graduated students and undergraduate modules at the Technical University of Cartagena, Spain
ISBN: 9789897580208
CSEDU 2014 - Proceedings of the 6th International Conference on Computer Supported Education
Teaching evaluation
505101007
Degree in Telematic Engineering
504104010
505104009
Degree in Telematic Engineering
505104009
Degree in Telematic Engineering
505104009
Degree in Telematic Engineering
505104009
Degree in Telematic Engineering