Analysis of energy efficiency in non-residential buildings using metaheuristic and artificial intelligence techniques
Projects
Our Projects
Automatic diagnosis of diabetic retinopathy
Automatic detection of diabetic retinopathy using neuroevolution algorithmse
AI for automatic diagnosis of chorioretinitis
Automatic diagnosis of chorioretinitis due to toxoplasmosis in children using artificial intelligence techniques
Deep learning fusion
Fusion of deep learning models for temporal data to obtain more effective and efficient models to be applied in real time
Efficient and Explainable learning
Design of efficient and explainable models in deep learning, transfer learning and online learning
Machine learning for high frequency data
Algorithms and applications of machine learning for high frequency time series and temporal data streams
Big Data Streaming
Development of models and technologies for the management, pre-processing and analysis of real-time data.
AI for pest management
Development of machine learning models using images collected by drones.
Time series analysis
Machine learning techniques for earthquakes and environmental pollution time series forecasting.
Inactive projects
ENEPLAN: Developing skills in the field of integrated energy planning in Med Landscapes (561877-EPP-1-2015-1-ITEPPKA2-CBHE-JP)
Principal Investigator: Pilar Paneque Salgado
2015-2017
Web of the project: http://eneplan-erasmus.eu
E-RESPLAN: Innovative Educational Tools for Energy Planning (KA2-HE-17/15)
Principal Investigator: Pilar Paneque Salgado
2015-2016
Web of the project: www.eresplan.eu
Web service for access to information in open data portals (PRY153/14)
Principal Investigator: Alicia Troncoso Lora
2014-2016
Sof Computing and Data Mining for Automated Temporal Data Analysis (APPB813097)
Principal Investigator: Alicia Troncoso Lora
2014-2015
Advanced Techniques for the Analysis of Temporary Data: Application to Earthquakes and Environmental Pollution (P12-TIC-1728)
Principal Investigator: Alicia Troncoso Lora
2014-2016
MEC TIN2011-28956-C02: Advanced Models in Data Mining: Biomedical and Environmental Application.
Principal Investigator: Jesús S. Aguilar Ruiz
2012-2014
CICYT TIN2010-09967-E: Spanish Network of Time Series
Coordinator: Héctor Pomares
2011-2012
CICYT TIN2010-09163-E: Spanish Data Mining Network
Coordinator: José C. Riquelme
2011-2012
CYTED 507RT0325: Ibero-American Knowledge Discovery Network
Coordinator: Rafael Espín
2008-2010
CICYT TIN2006-27675-E: Spanish Data Mining Network
Coordinator: José C. Riquelme
2007-2008
Design of Intelligent Systems for the Modeling and Forecasting of Time Series: Application in Problems of Energy Demand and Water Consumption (P07-TIC-02768)
Principal Investigator: Héctor Pomares Cintas
2008-2010
Development of Intelligent Systems to Discover Behavior Patterns. Application to Biological Databases
Principal Investigator: Jesús S. Aguilar Ruiz
2008-2010
MEC TIN-68084-C02-00: Advanced Models in Data Mining: Scalability and Biological Application.
Principal Investigator: Jesús S. Aguilar Ruiz
2008-2011
Development of New Systems and Devices for Improving the Quality of Electricity Supply (P06-TEP-01882)
Principal Investigator: Antonio Gómez Expósito
2007-2009
TIC 200 – DATA MINING
Principal Investigator: Jesús S. Aguilar Ruiz
2006-
Emergent Research Group – Bioinformatics
Research Plan, Pablo de Olavide University
2006-2007
MINDAT-PLUS: Data Mining for Users (P05-TIC-00531)
Coordinator: Francisco Herrera
Principal Investigator: José C. Riquelme
2006-2008
Knowledge Discovery Network of Excellence (KDNet), IST-2001-33086
Coordinator: Michael May, Fraunhofer Institute for Autonomous Intelligent Systems, Germany
(funded by the European Commission)
2002-2005
MEC TIN2004-00159: MINERVA: Emerging Data Mining Techniques for the Extraction of knowledge of large volumes of information: application to scientific and industrial data.
Principal Investigator: José C. Riquelme
2005-2007
ACPAI-2003/032: Prediction of renewable energy production for integration into distribution networks.
Principal Investigator: Antonio Gómez Expósito
(supported by Junta de Andalucía)
2005-2007
CICYT TIN2004-21343-E: Spanish Data Mining Network
Coordinator: José C. Riquelme
2005-2006
CICYT TIC2002-11124-E: Spanish Data Mining Network
Coordinator: José C. Riquelme
2003-2004
ACC-1021-TIC-2002: Electricity Distribution and Generation Systems Planning through optimization techniques and data mining
Coordinator: José C. Riquelme
2002-2003
CICYT TIC1143-C02-03: Definition of a metrics system design for the valuation and estimation of Software Engineering projects. Improvement of the processes for decision making in the management of Software Engineering projects
Coordinator: Javier Dolado
Principal Investigator: José C. Riquelme
2002-2004
CICYT PB-0719: Optimization of Power Systems using Interior Point Techniques
Principal Investigator: Antonio Gómez Expósito
1999-2002