RDF description Dr. Cruz Enrique Borges Hernández

Researcher & Project Manager


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May. 2010  -  Present
cruz.borges [at] deusto.es

 +34 94 4139003 - ext: 2052






@article{KamaraEsteban2017,
title = "MASSHA: An agent-based approach for human activity simulation in intelligent environments ",
journal = "Pervasive and Mobile Computing ",
volume = "",
number = "",
pages = " - ",
year = "2017",
note = "",
issn = "1574-1192",
doi = "https://doi.org/10.1016/j.pmcj.2017.07.007",
url = "http://www.sciencedirect.com/science/article/pii/S1574119216304072",
author = "Oihane Kamara-Esteban and Gorka Azkune and Ander Pijoan and Cruz E. Borges and Ainhoa Alonso-Vicario and Diego López-de-Ipiña",
keywords = "Intelligent environments",
keywords = "Activity recognition",
keywords = "Agent based modelling",
keywords = "Agent environment "
}



@article{Kamara-Esteban2017,
author="Kamara-Esteban, Oihane
and Pijoan, Ander
and Alonso-Vicario, Ainhoa
and Borges, Cruz E.",
title="On-demand energy monitoring and response architecture in a ubiquitous world",
journal="Personal and Ubiquitous Computing",
year="2017",
pages="1--15",
issn="1617-4917",
doi="10.1007/s00779-017-1014-4",
url="http://dx.doi.org/10.1007/s00779-017-1014-4"
}



@Inbook{Pijoan2017,
author="Pijoan, Ander
and Oribe-Garcia, Iraia
and Kamara-Esteban, Oihane
and Genikomsakis, Konstantinos N.
and Borges, Cruz E.
and Alonso-Vicario, Ainhoa",
editor="Sierpi{\'{n}}ski, Grzegorz",
title="Regression Based Emission Models for Vehicle Contribution to Climate Change",
bookTitle="Intelligent Transport Systems and Travel Behaviour: 13th Scientific and Technical Conference ``Transport Systems. Theory and Practice 2016'' Katowice, Poland, September 19-21, 2016 Selected Papers",
year="2017",
publisher="Springer International Publishing",
address="Cham",
pages="47--63",
isbn="978-3-319-43991-4",
doi="10.1007/978-3-319-43991-4_5",
url="http://dx.doi.org/10.1007/978-3-319-43991-4_5"
}

@inproceedings{2016bridginggap,
  title={Bridging the Gap between Real and Simulated Environments: an Agent-Based Hybrid Smart Home Simulator for Complex Systems},
  author={Kamara-Esteban, Oihane and Sorrosal, Gorka and Pijoan, Ander and Castillo-Calzadilla, Tony and Iriarte-Lopez, Xabier and Macarulla-Arenaza, Ana M. and Martin, Cristina and Alonso-Vicario, Ainhoa and Borges, Cruz E.},        
  booktitle={Proceedings of the  Intl. IEEE Conferences on Ubiquitous Intelligence & Computing},
  pages={220--227},
  year={2016},
}



@article{Montaña201676,
title = "Model-driven regularization approach to straight line program genetic programming ",
journal = "Expert Systems with Applications ",
volume = "57",
number = "",
pages = "76 - 90",
year = "2016",
note = "",
issn = "0957-4174",
doi = "http://dx.doi.org/10.1016/j.eswa.2016.03.003",
url = "http://www.sciencedirect.com/science/article/pii/S095741741630094X",
author = "José L. Montaña and César L. Alonso and Cruz E. Borges and Cristina Tîrnăucă",
keywords = "Genetic programming",
keywords = "Straight line program",
keywords = "Pfaffian operator",
keywords = "Symbolic regression ",
abstract = "Abstract This paper presents a regularization method for program complexity control of linear genetic programming tuned for transcendental elementary functions. Our goal is to improve the performance of evolutionary methods when solving symbolic regression tasks involving Pfaffian functions such as polynomials, analytic algebraic and transcendental operations like sigmoid, inverse trigonometric and radial basis functions. We propose the use of straight line programs as the underlying structure for representing symbolic expressions. Our main result is a sharp upper bound for the Vapnik Chervonenkis dimension of families of straight line programs containing transcendental elementary functions. This bound leads to a penalization criterion for the mean square error based fitness function often used in genetic programming for solving inductive learning problems. Our experiments show that the new fitness function gives very good results when compared with classical statistical regularization methods (such as Akaike and Bayesian Information Criteria) in almost all studied situations, including some benchmark real-world regression problems. "
}



@Inbook{Alonso2016,
author="Alonso, C{\'e}sar L.
and Monta{\~{n}}a, Jos{\'e} Luis
and Borges, Cruz Enrique",
editor="Madani, Kurosh
and Dourado, Ant{\'o}nio
and Rosa, Agostinho
and Filipe, Joaquim
and Kacprzyk, Janusz",
title="Genetic Programming Model Regularization",
bookTitle="Computational Intelligence: Revised and Selected Papers of the International Joint Conference, IJCCI 2013, Vilamoura, Portugal, September 20-22, 2013",
year="2016",
publisher="Springer International Publishing",
pages="105--120",
isbn="978-3-319-23392-5",
doi="10.1007/978-3-319-23392-5_6",
url="http://dx.doi.org/10.1007/978-3-319-23392-5_6"
}





@incollection{
year={2015},
isbn={978-3-319-23849-4},
booktitle={Agent Environments for Multi-Agent Systems IV},
volume={9068},
series={Lecture Notes in Computer Science},
editor={Weyns, Danny and Michel, Fabien},
doi={10.1007/978-3-319-23850-0_12},
title={Environment Modelling for Spatial Load Forecasting},
url={http://dx.doi.org/10.1007/978-3-319-23850-0_12},
publisher={Springer International Publishing},
keywords={Agent-based simulation; Environment modelling; Geographic Information System; Spatial Load Forecasting},
author={Pijoan, Ander and Kamara-Esteban, Oihane and Borges, CruzE.},
pages={188-206},
language={English},
abstract = {We present here an autonomous agent-based system tightly coupled with Geographic Information Systems (GIS). Our objective is to model a city’s dynamic in order to foresee both its urban evolution and the influence that the appearance of new settlements has on the overall electricity demand. This environment is deployed on a GIS-based Multi-Agent System platform where the geographical and communication components have been abstracted from the agent system onto the environment. The configuration model uses geographical information in order to improve the agents’ connection and perception of their surroundings. Based on the agent’s choices, we forecast urban evolution and derive the expected increment in electric consumption. We have validated our approach with real data and discuss here our conclusions.},
}


@conference{15RSME,
  author = "C.E. Borges and J.L. Monta{\~n}a and L.M. Pardo",
  title = "Certificando las soluciones dadas por algoritmos evolutivos",
  booktitle = "Tercer Congreso de J\'o}venes Investigadores de la RSME (3CJI)",
  address = {Murcia, Spain},
  organization = {Real Sociedad Matem{\'a}tica Espa\~nola},
  year = "2015",
}

@inproceedings{15GIS,
  author = {Ander Pijoan and Oihane Kamara Esteban and Iraia Oribe-Garcia and Cruz E. Borges and Cristina Martin and Ainhoa Alonso-Vicario},
  booktitle = {Actas de las 9as Jornadas de SIG Libre, Girona 26--27 marzo, Espa{\~n}a},
  title = {Geosimulaciones : cuando un SIG no es suficiente.},
  address = {Girona (Spain)},
  year = {2015},
  publisher = {Servicio de SIG y Teledetecci{\'o}n - SIGTE - de la Universitat de Girona},
}

@inproceedings{15TRUST,
  title = {Smart Water Distribution System: The Etxebarri Case Study.},
  author = {C. Mart\'in and B. Albos and C.E. Borges and A. Alonso-Vicario},
  year = {2015},
  address = {Mülheim an der Ruhr, Germany},
}



@InProceedings{100747,
author={Sorrosal Yarritu, Gorka and Martín Andonegui, Cristina and Borges Hernández, Cruz Enrique and Macarulla Arenaza, Ana María and Alonso Vicario, Ainhoa},
title={An optimisation strategy for the catalytic transformation of bioethanol into olefins using computational intelligence},
year={2015}}

@InProceedings{100748,
author={Sorrosal Yarritu, Gorka and Martín Andonegui, Cristina and Borges Hernández, Cruz Enrique and Macarulla Arenaza, Ana María and Alonso Vicario, Ainhoa},
title={Modelado del proceso de transformación de Bioetanol a Olefinas mediante Redes Neuronales Artificiales},
year={2015},
organization={SECAT. Sociedad española de catálisis}}

@inproceedings{15APSU,
  author = "Garcia-Perez, Angela and Pijoan, Ander and Borges, Cruz E. and Alonso-Vicario, Ainhoa and Mugarra, Aitziber",
  title = "Consecuci{\'o}n de la Fase Preparatoria de Ciudades Amigables",
  booktitle = "Actas del \textsc{vi} congreso nacional y \textsc{i} internacional de parendizaje servicio universitario ApS-U6",
  address = {Granada, Spain},
  year = "2015",
  pages = "",
  isbn = "",
}

@article{15ICCS,
  author = {Ander Pijoan and Cruz E. Borges and Iraia Oribe-Garcia and Cristina Martin and Ainhoa Alonso-Vicario},
  title = {Agent Based Simulations for the Estimation of Sustainability Indicators},
  address = {Reykjavic (Iceland)},
  booktitle = {Procedia Computer Science},
  publisher = {Elsevier},
  year = {2015},
  doi = {10.1016/j.procs.2015.05.488},
  volume = {51},
  pages = {2943-2947}
}

@article{borgessharp,
  title={A Sharp Fitness Function for the problem of Finding Roots of Polynomial Equations Systems},
  author={Borges, Cruz E and Montana, Jose L and Pardo, Luis M}
}

@inproceedings{14ApS,
  author = {A. Mugarra and C.E. Borges and A. Garc{\'i}a-P{\'e}rez},
  title = {{Ciudades Amigables para Todos: Investigaci\'on-Acci\'on universitaria 
            en Accesibilidad urbana a trav\'es de OpenStreetMap}},
  booktitle = {{Congreso Nacional de Aprendizaje-Servicio Universitario ApS(U)5: 
            de la iniciativa individual a la institucional}},
  year = {2014},
  address = {Madrid, Spain},
}

@inproceedings{Borges14ya,
  title = {Multi-{A}gent {GIS} {S}ystem for {I}mproved {S}patial {L}oad {F}orecasting ({D}emonstration)},
  author = {Cruz E. Borges and Oihane Kamara Esteban and Ander Pijoan and Yoseba K. Penya},
  booktitle = {Proceedings of the 13th International Conference on Autonomous 
              Agents and Multiagent Systems (AAMAS 2014)},
  address = {Paris (France)},
  editor = {Alessio Lomuscio and Paul Scerri and Ana Bazzan and Michael Huhns},
  isbn = {978-1-4503-2738-1},
  doi = {},
  pages = {},
  year = {2014},
  publisher = {ACM},
}

inproceedings{14GIS,
  author = {A. Pijoan, C.E. Borges, A. Alonso-Vicario and Y. Penya},
  booktitle = {Actas de las \textsc{viii} Jornadas de SIG Libre, Girona 26--28 marzo, Espa{\~n}a},
  title = {Uso de algoritmos de enrutamiento para el c{\'a}lculo de indicadores de sostenibilidad.},
  year = {2014},
  publisher = {Servicio de SIG y Teledetecci{\'o}n - SIGTE - de la Universitat de Girona},
}

@inproceedings{Pijoan14ya,
  author = {Ander Pijoan and Oihane Kamara Esteban and Cruz E. Borges and Yoseba K. Penya},
  booktitle = {Proceedings of ``E4MAS - 10 Years Later workshop"
              held at the 13th International Conference on Autonomous 
              Agents and Multiagent Systems (AAMAS 2014)},
  address = {Paris (France)},
  isbn = {978-1-4503-2738-1},
  doi = {},
  pages = {},
  title = {GIS and MAS tight coupling for Spatial Load Forecasting},
  year = {2014},
  publisher = {}
}

@InProceedings{93673,
author={Orive, David and Sorrosal Yarritu, Gorka and Borges Hernández, Cruz Enrique and Martín Andonegui, Cristina and Alonso Vicario, Ainhoa},
title={Evolutionary Algorithms for Hyperparameter Tuning on Neural Networks Models},
year={2014},
organization={University of Bordeaux}}

@inproceedings{13ApSosm,
  author = {A. Mugarra and C.E. Borges and A. Garc{\'i}a-P{\'e}rez},
  title = {Aprendizaje y Servicio en contextos universitarios: construyendo ciudades amigables},
  booktitle = {Congreso Nacional de Aprendizaje-Servicio Universitario ApS-U-4: Creando Sinergias},
  year = {2013},
  publisher = {UD-Zerbikas Fundazioa, Bilbao},
  isbn = {}
}

@article{borges2013assessing,
  title={Assessing tolerance-based robust short-term load forecasting in buildings},
  author={Borges, Cruz E and Penya, Yoseba K and Fern{\'a}ndez, Iv{\'a}n and Prieto, Juan and Bretos, Oscar},
  journal={Energies},
  volume={6},
  number={4},
  pages={2110--2129},
  year={2013},
  publisher={Multidisciplinary Digital Publishing Institute}
}





@inproceedings{13ACMosm,
  author = {A. Mugarra and C.E. Borges and A. Garc{\'i}a-P{\'e}rez},
  title = {Construyendo Ciudades Amigables: una propuesta de Aprendizaje y Servicio Universitario},
  booktitle = {II Jornadas Interuniversitarias de Innovación Docente},
  year = {2013},
  publisher = {Universidad de Deusto},
  isbn = {978-84-271-3515-4}
}

@article{borges2013evaluating,
  title={Evaluating combined load forecasting in large power systems and smart grids},
  author={Borges, Cruz Enrique and Penya, Yoseba K and Fernandez, Ivan},
  journal={Industrial Informatics, IEEE Transactions on},
  volume={9},
  number={3},
  pages={1570--1577},
  year={2013},
  publisher={IEEE}
}

@inproceedings{13ApSfreeSoftware,
  author = {C.E. Borges and A. Garc{\'i}a-P{\'e}rez},
  title = {Colaborando en proyectos de software libre: una experiencia enriquecedora, multidisciplinar y transfronteriza},
  booktitle = {Congreso Nacional de Aprendizaje-Servicio Universitario ApS-U-4: Creando Sinergias},
  year = {2013},
  publisher = {UD-Zerbikas Fundazioa, Bilbao},
  isbn = {}
}



@inproceedings{alonso2010model,
  title={Model Regularization in Coevolutionary Architectures Evolving Straight Line Code.},
  author={Alonso, C{\'e}sar Luis and Montana, Jos{\'e} Luis and Borges, Cruz Enrique and de la Cruz Echeand{\'\i}a, Marina and de la Puente, Alfonso Ortega},
  booktitle={IJCCI (Selected Papers)},
  pages={49--65},
  year={2010},
  organization={Springer}
}

@INPROCEEDINGS{Borges12ya.,
    author = {Cruz E. Borges and Yoseba K. Penya and Ander Pijoan},
    title = {y A. Pijoan. «Agent based spatial load forecasting},
    booktitle = {En «Proceedings of 3rd International Workshop on Agent Technologies for Energy Systems (ATES 2012) held at the 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2012},
    year = {2012}
}