Professors and Doctoral Thesis Directors

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Professors of the doctoral program in Data Analysis (Data Science)

Surname and First Name Areas of Research Groups Research Lines of Research
Alda Serrano, Javier
Personal web
1, 2, 3
(Mainly 2)
AOCG

Multivariate analysis of natural phenomena and language. Automatic classification of speeches.
Characterization, classification and filtering in temporal and hyperspectral image sequences. Noise in data.
Multiphysical analysis of light-matter interaction.

Amador Pacheco, Julia
Personal web
1, 3, a ModEst Stochastic modelling of epidemics and populations.
Computer network applications.
Mathematical description of the dynamics of the transmission of contagious diseases.
Simulation of biological systems.
Amores Salvadó, Javier 1 ECIE Innovation in the Enterprise and the Strategic Management of the Enterprise: antecedents of innovation (sources, ways of searching, etc.).
Iinnovation, policies, innovation management, innovative knowledge management, etc...) and its results (economic results, strategic implications for the company, etc...). In particular (though not exclusively), all of these topics from the perspective of the (environmental innovation and environmental management).
Arroyo Gallardo, Javier
Personal web
1,2,5,6 GRASIA

 Time series prediction.

Automatic learning. Analysis of interval data and histogram.
Calviño Martínez, Aida 1,2,5 y 6 PROCEDIMIENTOS INFERENCIALES BASADOS EN DIVERGENCIAS Divergence-based inferential procedures
Applied statistics and data mining
Statistical Disclosure Control
Carrasco González, Ramón Alberto 5, 6 DSSC - SADA Multicriteria Linguistic Decision Models Applied to Marketing.
Service Quality Measurement Models. Analysis of Sentiment. RFM models. Data Mining.
Castro Cantalejo, Javier 2, 4 GAMES-APP

Game theory, planning, networking auctions, data processing and process modeling.

Correas Fernández, Jesús
Personal web
6 COSTA Formal methods for software development.
Software verification and testing. Analysis of program resource consumption. Techniques of analysis and transformation of programs. Program concurrent and distributed. Programming languages.
Escot Mangas, Lorenzo
Personal web
1, 5 AEDiPI

Gender Economy, Diversity and Equality Policies. Labor Economics and Labor Policies
Employment Economic policy and evaluation of public policies.
Econometrics and applied Macroeconomics. Risk management and quantitative finance.
Mathematics of deterministic chaos and its applications to dynamics economic.

Espínola Vílchez, Rosa 2, 5 GAMES-APP

Prediction Models and Time Series. Prediction Models Using Artificial Intelligence Techniques.

Fernández Franco, Lorenzo 1, a AEDiPI

Labour Relations and Labour Market, Statistical Sociology, Migrations, Youth and Latin America

Fernández-Cabrera Marín, Luz Mª 6 IOEF

Interpolation of Banach and quasi-Banach spaces. Function spaces. Operator theory, Algebras de Banach..

García Merayo, Mercedes
Personal web
6 No acronym

Software Testing, Formal Methods, Testing of Temporary Systems.

González del Campo, Ramón 6 SADPF

Fuzzy sets, interval-valuated fuzzy sets, types of transitivity in interval-valuated fuzzy sets, types of transitive closures in fuzzy sets interval-valued, specificity in fuzzy sets, aggregations in fuzzy sets, applications of fuzzy interval-valued sets.

Gómez González, Daniel 2, 4, 6 GAMES-APP, SADPF

Fuzzy sets, Cooperative Games Theory, Social Network Analysis, Image Analysis and Processing, Clustering.

González Arangüena, Enrique 2, 4 GAMES-APP

Cooperative games in the form of characteristic function. Solution concepts for games with restrictions on coalition building. Games restricted to networks. Case of weighted (nodes and/or edges) or directed networks. Applications
analysis of social networks (calculation of the centrality, cohesiveness or other characteristics of the actors or of the groups). Generalized games.

Gregorio Rodríguez, Carlos
Personal web
6 No acronym

Concurrent and Distributed Programming. Parallel Programming. Variable Topology Mobile Networks (MANET). Computer Vision. Formal Semantics. Systems Testing and Model Checking.

Latorre Muñoz, Mª Concepción 1 GRINEI

Simulations with computable general equilibrium models applied to international trade, multinationals and foreign investment, among other issues.
Globalization in figures: simulations with real economies for analysis and decision making based on quantitative methods.
Economic analysis of Brexit.

Llana Díaz, Luis 6 No acronym Formal methods in programming.
Software testing. User statistical models.
López Herrero, Mª Jesús
Personal web
1, 3 ModEst Stochastic modelling of epidemics and populations.
Computer network applications.
Mathematical description of the dynamics of the transmission of communicable diseases. Simulation of biological systems.
Manuel García, Conrado Miguel 2, 4 GAMES-APP, SADPF Cooperative games in the form of characteristic function.
Solution concepts for games with restrictions on coalition building.
Games restricted to networks.
Case of weighted (nodes and/or edges) or directed networks.
Applications to the analysis of social networks (calculation of centrality, cohesiveness or other characteristics of actors or groups).
Generalized games.
Martín de Castro, Gregorio 1 ECIE

My lines of research are related to Knowledge Management and Innovation in Business, Business Reputation and Legitimacy and Environmental Strategy.

Núñez García, Manuel
Personal web
6 No acronym

Formal methods in programming.

Software testing. Application of statistics and computing to gambling.
Pacheco del Cerro, José Luis 1, 3 EPINUT Assessment of the nutritional condition in human populations and its clinical, epidemiological and health promotion applications.
Pareja Flores, Cristóbal
Personal web
6 No acronym Programming languages, models, methodologies and computer tools. Functional programming, formal methods, program transformation, mathematical aspects of sofware. Information systems: data management and languages. Programming enviroments and visualization tools. Evaluation of programs, correction and performance. Teaching of Computer Science. Applied computing.
Pareja Lora, Antonio  2, 4, 5, 6 ILSA,ATLAS (UNED),DMEG (UdG, México) Applied computing. Information systems: data, information and knowledge management; programming and representation languages. Modeling, generation, processing, exploitation and management of linked data.
Artificial intelligence: knowledge management, automatic learning, ontological engineering and ontology systems recommendation.
Natural language processing and/or computational linguistics. Terminology management.
Data mining: text mining. Semantic analysis: extraction of information, mining of opinions and analysis of feelings.
Computer education. Statistical techniques and methods for learning assessment. New technologies applied to language teaching.
Pérez Pérez, Teresa 1, 3, a BIOESTADÍSTICA Biostatistics. Survival Analysis. Longitudinal Data Analysis. Diagnostic Studies. Clinical trials. Analysis of Categorical Data.
Portela García-Miguel, Javier 1, 2, 5, 6, d GASS Statistical methods in security and
systems. Prediction algorithms and classification. Risk analysis.
Quirós Romero, Cipriano 1 INTBM Economics of networked sectors: telecommunications, postal, transport.
Information society. Economic analysis of the Spanish language. Analysis of efficiency and productivity.
Internationalization and multinational companies. Economic and financial analysis of productive sectors.
Susi García, Rosario
Personal web
1, 3, 5, c No acronym Artificial Intelligence, Experts systems and Bayesian networks. Sensitivity and robustness of Gaussian Bayesian networks. Biostatistics with a Bayesian approach. Analysis of complex models of Health and Life Sciences with Bayesian networks. Computerized adaptive testing. Development of computerized adaptive testing with Bayesian networks in Health and Life Sciences.
Valencia Delfa, José Luis 1, b, c CiAc Agri-environmental modelling.
Series long memory temporaries.
Analysis of experimental data.
Extreme theory, risk assessment and data mining.
Villeta López, María 1, 2, b, c CiAc

Spatial-temporal environmental modelling, Improvement of process quality, Multifractal analysis of experimental data. Process Optimization, Measurement Systems, Graphs

 

Other PhD professors from the Faculty of Statistical Studies

Surname and First Name Areas of Research Groups Research Lines of Research
Antón López, Inmaculada 6  

Differential Equations, Non-linear analysis, Reaction-diffusion systems.

Cabrera Gómez, Gloria 6  

 

Cáceres García, Inés Mª a   Modelling using multivariate statistical techniques. Application to the identification of accident risk factors through Road Safety models.
Cintas del Río, Rosario a   Modeling using multivariate statistical techniques. Application to the identification of accident risk factors through road safety models.
Ferrán Aranaz, Magdalena 1, 5 AEDiPI Multivariate Analysis of Time Series; Statistical Models in the Housing Market
Girón Daviña, Pedro 1, 3, a   Statistical methodology in the field of Health Sciences. Statistical modelling of the health of the population and its determinants. Statistical analysis of labour insertion.
Martínez Martínez, Francisco José     MARCKCO2 - Marketing on consumer import and Marketing and Communication Modelling. Advanced customer management models through operational management of customer satisfaction and value. Operational client segmentation models. Digital Marketing. Social CRM.
Medina Sánchez, Mª Ángeles 1, 5 AEDiPI Modelling using multivariate statistical techniques. Application to situations of social exclusion. Gender and Diversity Analysis. Equality policies. Analysis of paternity leave. Application of geostatistical techniques in the social field. Elaboration of socioeconomic indices.
Nieto Zayas, Carmen a   Biostatistics. Identification of risk factors. Bayesian methodology in the field of biostatistics and bioinformatics. Statistical methodology applied to the investigation of factors associated with labour insertion. Elaboration of questionnaires.
Pons Bordería, Mª Jesús 1, 2, 8   Statistics of the galaxy distribution considered as a point process.
Riomoros Callejo, Isabel 1, 2 GASS Computer vision, spectral analysis and image processing, identification of textures. Precision agriculture. Forecasting algorithms and classification of agricultural images.
Rodríguez Palánquex, Mª Cruz d GASS Algebraic geometric codes, error correcting codes, elliptical and hermit codes, cryptographic systems based on AG codes, cryptographic implementations, quantum cryptography, watermarking.
Ruiz Morcillo, Víctor b   Fractal structures, self-similar measures with overlaps. Probability structures, random measurements, stochastic processes, hidden Markov chains.
Non-linear analysis of time series. Environmental economics.
Santiago Merino, José     Electoral behaviour.
Methods of estimating electoral results
Quality of Service and Consumer Loyalty
Data Mining and Business Intelligence.
Tomeo Perrucha, Venancio     Theory of matrices, operators, orthogonal polynomials.

 

 

Research Areas

  1. Data analysis techniques and applications in the fields of economics, business, sociology, health and environmental sciences. Process optimization.
  2. Data modeling, processing and visualization: social networks, text, images, spatial, temporal and space-time data.
  3. Simulation and modeling of systems: applications to biology, economics, epidemiology and sociology.
  4. Information processing in a competitive environment.
  5. Data Mining & Business Intelligence techniques.
  6. Computer science and artificial intelligence. Programming and data management languages. Computational treatment of large volumes of data (Big Data). Mathematical methods and formal methods applied to information processing.
  7. Analysis of data on labour insertion.
  8. Fractals.
  9. Quality control.
  10. Cryptography