Endika Bengoetxearen Curriculum-a

Endika Bengoetxea

Date of Birth: 23^rd January 1971
Phone: + 34 943 01.80.58
Fax: + 34 943 01.55.90
E-mail: endika@ehu.eus
URL: http://www.sc.ehu.es/endika
LinkedIn: https://www.linkedin.com/in/endikab/

Membership of advisory and other boards

2018-2019: Member of the IEEE Continuing Education Committee
2016-2019: Member of the Advisory Board of Unibasq (Quality Assurance Agency for the Basque HIgher Education system)
2017: Responsible for continuing education at the IEEE Region 8 Education Activities Sub-Committee (Region 8 includes Europe, Africa and Middle-East)
2014-2016: Member of the Energy Working Group of IEEE's IEEE European Public Policy Initiative
2013-2015: Member of the IEEE Committee on Global Accreditation Activities
2007-2012: Member of the Advisory Board of UNIVNOVA (initiative for open discussions on the future of the university system)
2009: Member of the expert group to advise the Regional Government of Murcia on criteria for designing a coherent offer of postgraduate studies.
2008: Member of the Advisory Board of the Basque Country Government on ICT and the promotion of Basque language.

since 2009: European Union institutions; European Commission

Positions:
Since 2018: Research Programme Manager, Coordinator of the PE6 Panel (Computer Science and Informatics), Scientific Department, European Research Council.
2017: Head of Sector Human Resources (acting), Research Executive Agency, European Commission.
2015-2018: Head of Training and Development, Human Resources, Research Executive Agency, European Commission.
2013-2014: Deputy Head of Unit Partnerships Management - European Institute of Innovation and Technology.
2012-2015: Senior Education officer, Partnerships Management Unit - European Institute of Innovation and Technology.
2009-2012: Higher Education policy officer and Erasmus programme manager, Unit C1 - Erasmus & Higher Education, DG Education and Culture, European Commission.
Main duties:
• Project leader of the definition and and deployment of the REA competency framework - Research Executive Agency.
• Career Development: Design of a job shadowing framework and its implementation in the agency - Research Executive Agency.
• Career Guidance Officer - Research Executive Agency.

• Chair of the EIT Working Group for Monitoring Strategy, in charge of defining EIT's multiannual monitoring strategy and the definition of EIT's institutional impact model.
• Team leader of teams cross-KIC agendas (in charge of the agendas of education, innovation and entrepreneurship) and Continuous Monitoring (in charge of the monitoring of KIC grants and activities)
• Responsible for the education agenda of the EIT and its Knowledge Innovation Communities (KIC)

• Erasmus Desk Officer for United Kingdom, Luxembourg and Cyprus.
• Coordinator of Erasmus Centralised Actions, responsible for Curriculum Development and Modernisation of Higher Education Actions.
• Higher education policy on higher education transparency tools: quality assurance, rankings....
• Third cycle aspects of curricular development in the context of the Bologna process.
• Link of the Erasmus programme with Higher Education policies, Erasmus Mundus, Marie Curie, and DG Research programmes and policies.

1996-2009: University of the Basque Country

Position: Professor at the Computer Engineering Faculty at San Sebastian, Department of Computer Architecture and Technology, University of the Basque Country.
Main duties:
• Director for Campus Development, Vicerrectorate of Gipuzkoa. University of the Basque Country (2004-2009).
• Academic Secretary of the Computer Engineering Faculty of the University of the Basque Country (2001-2003).
• Erasmus Coordinator of the Computer Engineering Faculty of the University of the Basque Country (1998-2003).
• Lecturer of the following subjects: Operating Systems and Computer Networks.

2001,1997: Course Leader of two international IntensiveProgramme courses organised for more than 24 Erasmus students, Co-ordination of several Universities from Europe (Spain,United Kingdom, Portugal, France). Subjects: Business on the Internet and e-Commence.
1998: Responsible for the Coordination of an Intensive Program organised at the University of Salamanca (Spain) for about 20 Erasmus students. Subject: Colaborative working.
1996: Teacher of Visual Basic courses on continuous training for ICT professionals.
• Subjects: Visual programming, visual methodology, interaction of VB programs with different types of databases.
• Courses organised by the University of the Basque Country and funded by the Basque Government.

1994-1996: Serinor & Kutxa bank

Position: Programmer and Analyst-programmer of an application in Visual Basic and MS Access for the Kutxa Bank.
Main duties:
•Creation of an application in NSDK (a programming language similar to Visual Basic that runs both on OS/2 and Windows) for a Spanish Bank Company (Kutxa).
• The task included connecting a SQL Server database on a PC to an IBM mainframe's corporative DB2 database.
• Analyst-programmer's job since the end of 1995.

2002: PhD in Image and Signal Processing - 'Très Honorable' mark awarded.
            Department of Image and Signal Treatment, Ecole Nationale Superieure des Telécommunications (ENST), Paris (FR).

* PhD Thesis Title: Inexact Graph Matching Using Estimation of Distribution Algorithms.
* PhD Thesis Viva: 19th December 2002.
* more information about my PhD

1999 MSc in Medical Imaging - 16 CAS mark awarded.
            Department of Bio-medical Physics & Bio-Engineering, University of Aberdeen, Scotland (UK).

* Deeper Studies: MRI, Radiotherapy, Nuclear Medicine.
* MSc Project: Use of PET in Radiotherapy.

1994 BSc (Hons) Computer Studies - 2.i. awarded June 1994.
          Department of Computer Science, University of Brighton, England (UK).

* Final Year Subjects: Databases, Computer Graphics, VLSI design.
* Final Year Dissertation: Possible use of Research in Genetics to improve Artificial Intelligence and Computer Engineering.
* Final Year Project: Design and implementation of an Ethernet controller Board for IBM PC AT and compatible computers.

1994 Licenciado/Ingeniero en Informática - Informatikan lizentziatua/Ingeniaria
          Computer Engineering Faculty, University of the Basque Country - Euskal Herriko Unibertsitatea (ES).

* Awarded prize by the Kutxa bank for best all round performance.
* Received certificate of acknowledgement from the Spanish Ministry of Education and Science in recognition of academic excellence.
* Obtained 6 honour levels in different subjects.

Member of the Intelligent Systems Group ( http://www.sc.ehu.es/isg ) at the Computer Engineering Faculty, University of the Basque Country, Spain.

I mainly worked in developing optimization algorithms based on the learning and simulation of Bayesian and Gaussian networks, inexact graph matching, and evolutionary computation techniques.

Current research interests also include application of these techniques to Medical Imaging, and Bioinformatics.

On education programmes of the European Commission as independent expert:

Expert Evaluator in Brussels of the Leonardo da Vinci European programme
- Pre-proposals. Years: 2002, 2003, 2004.
- Full proposals. Years: 2001, 2002, 2003, 2005.
- Final Reports of finished projects, mainly on e-learning, general ICT competencies, and on curriculum development. Years: 2003, 2005, 2006, 2007 and 2008.
Expert Evaluator in Brussels of Leonardo da Vinci - Transfer of Innovation proposals. Year: 2004.
Expert Evaluator in Brussels of the Tempus European programme
- JEP proposals. Years: 2003 and 2006 (CARDS countries), 2004 (TACIS countries), 2005 (MEDA countries).
- Structural Complementary Measures proposals. Years: 2004, 2005, 2006 (CARDS countries)
Expert Evaluator of the Socrates/Erasmus European programme (Curriculum Development and IPs).
- In Brussels. Years: 2004, 2005.
- In cooperation with the Spanish Erasmus National Agency. Year: 2008
Expert Evaluator in Brussels of Erasmus Mundus European programme
- Actions 1, 3 and 4 proposals. Years: 2004 (June & November), 2005 (June & November), 2006 (May-June), 2007 (June & December).
Expert Evaluator in Brussels of the Erasmus Mundus External Cooperation Windows European programme Year: 2008 (February).
Expert Evaluator in Brussels of the cooperation programme EU-Australia. Year: 2005.
Expert Evaluator in Brussels of Atlantis proposals (previously known as cooperation programme EU-USA). Year: 2006.
Expert Evaluator in Brussels of the cooperation programme Industrialised Countries Instrument Education Cooperation Programme (ICI ECP) for Australia, Japan, New Zealand, and South Korea. Year: 2008.
Expert Evaluator in Brussels of proposal for the programme Youth in Action. Year: 2008 (April & July).
Expert Evaluator in Brussels of the Lifelong Learning Programme - Key Activity 1 Call
- European Qualifications Framework proposals: Sept. 2008

On education programmes of the European Commission as lead or facilitator expert:

Facilitator Expert of Leonardo da Vinci full proposals.
- Duties: training of new experts for the LdV programme, and quality control of evaluations.
- In Brussels, of Full proposals: March 2004, .
- In Ankara (Turkey) at the Turkish Leonardo da Vinci National Agency. October 2004.
- In Madrid (Spain) at the Spanish Leonardo da Vinci National Agency. Years: 2005 (March & November) and 2006 (March).
Facilitator Expert in Madrid (Spain) of Leonardo da Vinci - Transfer of Innovation procedure proposals at the Spanish Leonardo da Vinci National Agency.
- Duties: training of new experts for the LdV programme, and quality control of evaluations. Year: May 2007.
Lead Expert in Brussels of Erasmus Mundus master proposals.
- Duties: chair of the Hard Sciences Panel, and representative on the Erasmus Mundus Selection Board of the Hard Sciences group of experts. Years: 2005 (June), 2006 (June), 2007 (June).

On international research cooperation programmes:

Expert Evaluator in Brussels on the selection procedure of 6th Framework Program proposals (call 4 of ICT for Health).
- Duties: two weeks of individual evaluation and panel meetings, and a week as part of a jury of hearings. Year: 2005.
Reviewer of five 6th Framework Program projects on the ICT for Health unit. Years: 2007 & 2008
Expert Evaluator in Brussels on the selection procedure of 7th Framework Program proposals (call 1 of ICT for Health - Patient Safety).
- Duties: one week of individual evaluation and panel meetings, and a week as part of a jury of hearings. June 2007.
Expert Evaluator in Brussels on the selection procedure of 7th Framework Program proposals (call 2 of ICT for Health - Virtual Physiological Human).
- Duties: two weeks of individual evaluation and panel meetings. November 2007.
Expert evaluator in the city of Panama of the Panamanian national research programme (organised by the SENACYT). Year: 2006
Member of the technical committee for evaluation of final reports of Spanish national research projects jspTIN2010. Session on the follow-up of IT projects. Spanish Ministry of Science and Innovation. Year: 2010.
Expert evaluator of the Iberoamerican programme on science and technology for development (CYTED), on technology transfer actions for business (IBEROEKA). Year: 2012.
Expert evaluator on the Large Investment Grant Programme of the NWO (Netherlands Organisation for Scientific Research), Dutch programme for investment on innovative research equipment and data collections. Year: 2014.

Conference on the adaptation of the university to the EHEA
Place & dates: San Sebastian, 5 - 7 September 2005
Organized by: Campus of Gipuzkoa UPV/EHU and ANECA (Spanish University Quality & Accreditation Agency)
Type of participation: Director of the conference, where there attended relevant personalities of the EHEA reform: DG of Universities of Spanish Ministry of Education, all the directors of the ANECA, two EU officers from DG EAC...
Summer Course of the UPV/EHU “Tools to promote the life long learning”
Place & dates: San Sebastian, 4 and 5 September 2006
Organised by: Summer Courses of the UPV/EHU
Type of participation: talk “The European vision on life long learning”
(“La visión europea en el ámbito del aprendizaje a lo largo de toda la vida”)
International Conference on “Cooperation & Promotion - European support for Internationalising Higher Education”
Place & dates: Brussels, 28 and 29 November 2006
type of participation: talk “Academic Cooperation and Mobility: European programme support for international partnerships - Main characteristics for a promising proposal”
Organised by: European Commission, DG EAC
Summer Course of the UPV/EHU: “Adaptation of the Spanish University System to the EHEA: from theory to practice”.
Place & dates: San Sebastian, 26 and 27 July 2007
Organised by: Summer Courses of the UPV/EHU and Spanish Ministry of Education and Science
Type of participation: Co-director of the summer course and a talk on the Design of international university degrees
International Conference on “Fine Arts training programs and the European higher Education Area”
Place & dates: Valencia, 11 - 13 December 2007
Type of participation: talk “Looking at 2010: Design of the new degrees”
Organised by: Universidad Politécnica de Valencia

V Forum on Evaluation of Quality of Higher Education & Research.
Place & dates: San Sebastian, 2 - 5 de September 2008
Organised by: Summer Courses of UPV/EHU
Type of participation: Member of the scientific committee of the Forum & 2 seminars on:
- "Erasmus Mundus master courses"
- "How FP7 reserach projects are evaluated"
Invited talks on the same subject by other higher education institutions.
- Institution: IUT Bayonne (Univ. de Pau et des Pays de l’Adour)
  Title: Los Estudios de Informática en España y en la UPV/EHU
  Activity: Monographic talk on the cooperation between Spanish and French universities, within the French national Conference of IUT Directors. Talk given in French. June 2002
- Institution: University Technical School of Mechanical Engineering, University of Kragujevac (Serbia)
  Title: The student mobility in Europe: the ECTS system and the Socrates/Erasmus programme
  Activity: Seminar within a Tempus JEP project. University of Kragujevac, Kragujevac, Serbia. November 2002
- Institution: University Mohammed V (Rabat, Morocco)
  Title: the VI Framework Programme and the Leonardo da Vinci programme
  Activity: training module within a Tempus JEP project to Vicerrectors of International Relations of several universities of Morocco. Talk given in French and English. Rabat, Morocco. 26-28 May 2005
- Institution: CRUE-CEURI (Spanish Conference of University Rectors) and Universidad Politécnica de Cataluña
  Title: Erasmus Mundus seminar
  Activity: Talk on the evaluation of Erasmus Mundus proposals. 21-22 February 2005
- Institution: Spanish Ministry of Education & Science
  Title: The Erasmus Mundus programme
  Activity: Invitation of the General Director of Universities for a talk on the evaluation of Erasmus Mundus proposals and its criteria. 22 February 2006
- Institution: Universidad de Girona
  Title: The evaluation of Erasmus Mundus proposals in Brussels
  Activity: Seminar on the Erasmus Mundus programme. 3 March 2006
- Institution: Universidad de Lleida
  Title: The evaluation of Erasmus Mundus proposals in Brussels
  Activity: Seminar on the Erasmus Mundus programme. 3 May 2006
- Institution: Spanish Society of Industrial Pharmacy
  Title: “Present and future of the European degrees in Spain” (“Presente y futuro de las titulaciones europeas en España”)
  Activity: Talk on the VIII Conference of the Spanish Society of Industrial Pharmacy. Vitoria-Gasteiz, 6 February 2007
- Institution: Universidad Politécnica de Valencia
  Title: Erasmus Mundus proposals: criteria, indicators and the situation in Spain. 30 March 2007
- Institution: CRUE – CEURI (Spanish Conference of University Rectors)
  Title: The Transatlantic cooperation EU programme UE-USA (Atlantis)
  Activity: UE-USA Seminar for Directors of International Relations from Spanish Universities. Madrid, 19 April 2007
- Institution: Universidad de Valparaíso (Chile)
  Title: Tools for the internationalisation of the research and post grade degrees
  Activity: Seminar. Valparaiso (Chile), 27 August 2007
- Institution: Universidad de Granada
  Title: Plans and strategies of universities to strengthen the convergence to the EHEA. European perspective
  Activity: IV Spanish Forum for the Evaluation of the Quality on Higher Education and Research. Granada, 25 October 2007
- Institution: Universidad de Barcelona
  Title: Round Table - Los programas interuniversitarios. ¿Una oportunidad para las universidades?
  Activity: Seminario sobre los Programas Conjuntos. Barcelona, 2 April 2008
- Institution: ANECA
  Title: Round Table - El programa Erasmus Mundus de la UE: criterios y proceso de evaluación
  Activity: X Forum ANECA - The new master degrees and the competitivity of universities. Madrid, 29 April 2008
  Publication: Proceedings of the X ANECA Forum. Aneca (Spanish official agency for accreditation and evaluation of hiher education), 2008. ISBN: 978-84-691-6527-0
- Institution: Spanish Association of Public University Halls of Residence and Major Colleges
  Title: La universidad que viene. Modelo europeo.
  Activity: XIV Conference of the Spanish Association of Public University Halls of Residence and Major Colleges. San Sebastian, 15 May 2008
- Institution: Olarain University Hall of Residence
  Título: The Bologna process.
  Activity: Gathering for Olarain residents. San Sebastián, 26 January 2009

Operating Systems (old study plan, academic years: 1995-1996, and 1996-1997)
Operating Systems (study plan of 1994, academic years: 1997-1998, and 1999-2000)
Operating Systems Design (study plan of 1994, academic years: 1997-1998, 1998-1999, 1999-2000, and 2000-2001)
Laboratory of Operating Systems (practical subject; study plan of 1994, academic years: 1996-1997, 1997-1998, and 2000-2001)
Operating Systems 1 (study plan of 1999, academic years: 2002-2003, 2003-2004, 2005-2006, and 2007-2008)
Operating Systems 2 (study plan of 1999, academic years: 2000-2001, 2001-2002, 2002-2003, 2003-2004, 2004-2005, 2005-2006, 2006-2007, 2007-2008, and 2008-2009)
Data Communication (study plan of 1994, academic years: 1998-1999, and 2000-2001)
Laboratory of Computer Technology (study plan of 1994, academic year: 1999-2000)
Laboratory of Computer Networks and Operating Systems (practical subject; study plan of 1999, academic year: 2006-2007)
Supervisor of Final Year Projects in Computer Engineering: 1998-99 (3), 1999-2000 (2), 2000-01 (2), 2001-02 (6), 2002-03 (5), 2003-04 (3), and 2004-05 (1).

1993-94: I took my final year as an Erasmus student in the University of Brighton (Brighton, United Kingdom), where I did my Final Year Project. 10 months.
1997: beginning of the MSc in Medical Imaging in Aberdeen, Scotland. 3 months.
1999: second part of the MSc in Medical Imaging in Aberdeen, Scotland. 9 months.
2002,2003: regular placements for the PhD in the Ecole Nationale Supérieure des Télécommunications, Paris, France. 3 months.
2007,2008: invited teacher at the Department of Biomedical Engineering at the University of Valparaiso (Chile). 2 months.
2009-2012: Dettached to the European Commission (DG Education and Culture, Brussels) as a National Expert.
since 2012: Temporary agent at the European Institute of Innovation and Technology (EU body, Budapest) as Senior Education Officer and since July 2013 also as deputy Head of Unit.

·        SPANISH and BASQUE as mother tongues.
·        Fluent in ENGLISH andFRENCH, used regularly as working languages.
·        Notions in GERMAN. Five years of study.
·        Understanding of ITALIAN (summer intensive studies)
·        Basic knowledge of DUTCH and HUNGARIAN.

Teaching:

2004

E. Bengoetxea Castro, C. Díaz García.
Chapter 5 - Bases tecnológicas de la Medicina Nuclear (2): La imagen digital y el ordenador.
In Técnicas de Exploración en Medicina Nuclear.
César Díaz García and Javier de Haro del Moral (eds.) Editorial Masson. pp 97-116.

Higher Education Policy & International Cooperation:

2013

E. Bengoetxea (2013). Clustering Innovation and Industry: New Opportunities for Europe.
IIE Networker Magazine, Fall 2013:26, Institute of International Education | New York.

E. Bengoetxea, G. Buela-Casal (2013). The new multidimensional and user-driven higher education ranking concept of the European Union.
International Journal of Clinical and Health Psychology, 13:67-73.

2012

E. Bengoetxea (2012). Higher Education Governance Reform in Practice. Matching Institutional Implementation Practices and Policies.
Revista de Universidad y Sociedad del Conocimiento (RUSC)- ISSN:1698-580X, Monographic issue on"Innovation and Good Practices in University Government and Management", 9(2):267-277.

2011

E. Bengoetxea (2011). Chapter 1: Quality Assurance in Higher Education Lifelong Learning: Objectives
and challenges on the European Union. In Quality Assurance in Lifelong Learning, ENQA Worshop report series number 18. European Association for Quality Assurance in Higher Education (ed.). ISBN: 978-952-5539-60-8.

N. Stockwell, E. Bengoetxea, C. Tauch (2011). The European Higher Education Area and the promotion of academic cooperation and mobility with Mexico. Perfiles Educativos 33(133):198-205. ISSN 0185-2698 (In Spanish).

E. Bengoetxea (2011). Statistical Analysis of Erasmus Student Mobility Patterns in Europe.
Proceedings of the 4th International Conference for Theory and Practice in Education, Association of Educational Sciences. Budapest, Hungary.

2009

E. Bengoetxea, J. Arteaga eds. (2009)
Metodologías para la Evaluación de la Calidad y el Diseño de Titulaciones Interuniversitarias Oficiales (in Spanish).
University of the Basque Country 2009. ISBN: 978-84-986-0307-1
Project EA2008-0218 of the National Programme for Studies & Analysis, DG of Universities, Spanish Ministry of Science and Innovation.

E. Bengoetxea and J. Arteaga (2009). The evaluation of International Postgraduate degrees on the European Union. Good practice examples of European programmes. Revista de Universidad y Sociedad del Conocimiento (RUSC)- ISSN:1698-580X, Monographic issue on"Evaluación de la calidad de la educación superior", 6(2):60-68.

2008

E. Bengoetxea.
El programa Erasmus Mundus de la UE: criterios y proceso de evaluación
Proceedings of the X ANECA Forum. Aneca (Spanish official agency for accreditation and evaluation of higher education). Madrid, Spain, 2008. ISBN: 978-84-9860-307-1

E. Bengoetxea.
Collaboration between institutions. Networking on European education and research projects
Invited talk on the Euro-SummIT International Conference 2008
Technical University of Valencia. Valencia, Spain, 29-30 April 2008.

E. Bengoetxea, J. Arteaga.
International Dual Degrees to Promote Mutual Understanding and Intercultural Mobility in Higher Education
Proceedings of the 4th International Conference on Higher Education: New Challenges and Emerging Roles for Human and Social Development.
Global University Network For Innovation.Barcelona, Spain.

J. Arteaga, E. Bengoetxea.
Collaboration in Chapter 4: International Office Functions - Section 4.9 "Evaluation process of European Programmes of the EU". In Guide of Good Practices Management of an International Relations Office, pages: 142-152. Arteaga et al. Eds. ISBN: 978-84-690-8772-5

2007

J. Arteaga y E. Bengoetxea, eds.
Claves del Éxito para las universidades españolas de una propuesta Erasmus Mundus,
Servicio de Publicaciones de la Universidad de Las Palmas de Gran Canaria, 2007. ISBN: 978-84-690-57-6
Project EA2006-0093 of the National Programme for Studies & Analysis, DG of Universities, Spanish Ministry of Education and Science

E. Bengoetxea, R. Arruabarrena.
Design and implementation of inter-institutional degrees in IT. Lessons from on-going projects
Proceedings of the Conference on Information Technology for Education and Training,
Workshop on Education, Training and Life Long Learning (ETLLL'07), pages 1-12. ISBN: 978 3 901882 25 1. Prague, Czech Republic.

E. Bengoetxea, J. Arteaga eds.
Diseño, Solicitud e Implementación de Postgrados Erasmus Mundus en la Universidad Española (in Spanish).
University of the Basque Country 2006. ISBN: 84-8373-884-8
Project EA2005-0283 of the National Programme for Studies & Analysis, DG of Universities, Spanish Ministry of Education and Science

2005

E. Bengoetxea, J. Grao. (2005). Designing and Implementing a European Joint Master Degree in Engineering by Following the Quality Standards of the Education Programs of the European Commission. Proceedings of the IEEE's International Conference on Engineering and Computer Education, ICECE´05. Madrid, Spain.

2000

M. Daniels, L. Pemberton, R. Griffiths, T. Nodenot, E. Bengoetxea.
Distance Learning and the International Dimension.The European Intensive Course Experience
In New Directions in Professional Higher Education, T. Bouner, T. Katz, and D. Watson (eds.) Open University Press 2000, pp 149-154.

Pattern Recognition, Data Mining, Optimisation, Classification:

2013

D. Morales, Y. Vives-Gilabert, B. Gómez-Ansón; E Bengoetxea, P. Larrañaga, C. Bielza, J. Pagonabarraga, J. Kulisevsky, I. Corcuera-Solano, M. Delfino (2013). Predicting dementia development in Parkinson's disease using Bayesian network classifiers. Psychiatry Research: Neuroimaging, 213:92-98.

2011

E. Bengoetxea, P. Larrañaga, C. Bielza, J.A. Fernández del Pozo (2011). Optimal Row and Column Ordering to Improve Table Interpretation using Estimation of Distribution Algorithms. Journal of Heuristics, 17(5):567-588.

J.M. De la Fuente, E. Bengoetxea, F. Navarro, J. Bobes, R.D. Alarcón (2011). Interconnection between Biological Abnormalities in Borderline Personality Disorder. Use of the Bayesian Networks Model. Psychiatry Research, 186:315-319.

2010

C. Bielza, J.A. Fernández del Pozo, P. Larrañaga, E. Bengoetxea (2010). Multidimensional Statistical Analysis of the Parameterization of a Genetic Algorithm for the Optimal Ordering of Tables. Expert Systems with Applications, 37(1):804-815.

I. Inza, B. Calvo, R. Armañanzas, E. Bengoetxea, P. Larrañaga, J.A. Lozano (2010). Chapter 2: Machine learning: an indispensable tool in bioinformatics. In Bioinformatics Methods in Clinical Research, R. Matthiesen (ed). Springer. ISBN: 978-1-60327-193-6

E. Bengoetxea, P. Larrañaga (2010). EDA-PSO: A Hybrid Paradigm Combining Estimation of Distribution Algorithms and Particle Swarm Optimization. Proceedings of the Seventh International Conference on Swarm Intelligence (ANTS 2010). Lecture notes in Computer Science 6234, pp. 416-423. Springer, Heidelberg. Brussels, Belgium.

2009

Dinora A. Morales, E. Bengoetxea, P. Larrañaga (2009). Chapter XV: Gaussian-Stacking Multiclassifiers for Human Embryo Selection. In Data Mining and Medical Knowledge Management: Cases and Applications, P. Berka, J. Rauch and D.A. Zighed (eds.). Medical Information Science Reference Publisher. IGI Global Inc. ISBN 978-1-60566-218-3

Dinora A. Morales, E. Bengoetxea, P. Larrañaga (2009). Clasificadores Bayesianos en la selección embrionaria en tratamientos de reproducción asistida. Matematicalia, 4(3); In Spanish.

2008

D. Morales, E. Bengoetxea, P. Larrañaga (2008) Selection of Human Embryos for Transfer by Bayesian Classifiers. Computers in Biology and Medicine, 38(11):1177-1186.

D. Morales, E. Bengoetxea, P. Larrañaga, M. García, Y. Franco-Iriarte, M. Fresnada, M. Merino (2008) Bayesian classification for the selection of in-vitro human embryos using morphological and clinical data. Computer Methods and Programs in Biomedicine, 90(2): 104-116.

D. Morales, E. Bengoetxea, P. Larrañaga (2008). Automatic Segmentation of Zona Pellucida in Human Embryo Images Applying an Active Contour Model. Proceedings of the Medical Image Understanding and Analysis (MIUA 2008), 209-213. J. Hoey and S. McKenna (eds.). Dundee, Scotland.

2007

T. Miquélez, E. Bengoetxea, A. Mendiburu, P. Larrañaga (2007) Combining Bayesian classifiers and estimation of distribution algorithms for optimization in continuous domains. Connection Science, 19(4): 297-319.

A. Mendiburu, R. Santana, J. A. Lozano, and E. Bengoetxea (2007). A parallel framework for loopy belief propagation.
In Workshops Proceedings of the 2007 Genetic and Evolutionary Conference (GECCO'07), Companion Material. London, UK. ACM Digital Library. Pp. 2843-2850.

D. Morales, E. Bengoetxea, P. Larrañaga, M. García, Y Franco-Iriarte, M. Fresnada, M. Merino (2007).
Selection of Human Embryos in IVF by Bayesian Classifiers. CEDI 2007, II Simposio de Inteligencia Computacional (SICO'07). Spain.

2006

Towards a New Evolutionary Computation. Advances on Estimation of Distribution Algorithms (2006)
J.A. Lozano, P. Larrañaga, I. Inza, E. Bengoetxea (Eds.). Springer. ISBN: 978-3-540-29006-3
Series: Studies in Fuzziness and Soft Computing , Vol. 192.

T. Miquélez, E. Bengoetxea, and P. Larrañaga (2006). Evolutionary Bayesian Classifier-based Optimization in Continuous Domains. Lecture notes in Computer Science 4247. SEAL 2006, The 6th International Conference on Simulated Evolution and Learning, Hefei (China).

T. Miquélez, E. Bengoetxea, P. Larrañaga (2006). Bayesian classifiers in optimization: an EDA-like approach. In Towards a New Evolutionary Computation. Advances on Estimation of Distribution Algorithms, Lozano, J.A.; Larrañaga, P.; Inza, I.; Bengoetxea, E. (Eds.). Springer. 221-242.

2005

R.M. Cesar, E. Bengoetxea, I. Bloch, P. Larrañaga (2005). Inexact graph matching for mdel-based recognition: Evaluation and comparison of optimization algorithms. Pattern Recognition 38(11):2099-2113.

T. Miquélez, O. Pérez-Beltrán, E. Bengoetxea, and P. Larrañaga. (2005). Optimización mediante clasificadores Bayesianos evolutivos en entornos continuos. CEDI 2005, IV Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados, Spain.

2004

T. Miquélez, O. Pérez-Beltrán, E. Bengoetxea, and P. Larrañaga (2004). Evolutionary Computation based on Bayesian Classifiers. International Journal of Applied Mathematics and Computer Science, 14(3), 101-115.

T. Miquélez, E. Bengoetxea, and P. Larrañaga (2004). Applying Bayesian Classifiers to Evolutionary Computation. Technical report, KAT-IK-04-01 of the Department of Computer Architecture and Technology, University of the Basque Country, Spain.

2003

E. Bengoetxea (2003). Inexact Graph Matching Using Estimation of Distribution Algorithms. PhD Thesis.
Ecole Nationale Supérieure des Télécommunications, Paris, France. Last Version: March 2003

2002

E. Bengoetxea, P. Larrañaga, I. Bloch, A. Perchant, and C. Boeres (2002). Learning and simulation of Bayesian networks applied to inexact graph matching. Pattern Recognition 35(12):2867-2880.

R.M. Cesar, E. Bengoetxea, I. Bloch (2002). Inexact graph matching using stochastic optimization techniques for facial feature recognition.
In 16th International IEEE Conference on Pattern Recognition (ICPR 2002), vol 2, pages 465-468. Quebeck, Canada.

A. Mendiburu, E. Bengoetxea, J. Miguel (2002). Paralelización de algorítmos de estimación de distribuciones. In XIII Jornadas de Paralelismo, pages 37-41. ISBN: 64-8409-159-7.

2001

E. Bengoetxea, P. Larrañaga, I. Bloch, and A. Perchant (2001). Estimation of Distribution Algorithms: A New Evolutionary Computation Approach For Graph Matching Problems. Lecture notes in Computer Science 2134. Third International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR-2001). M. Figueiredo, J. Zerubia and A. K. Jain (eds.), pages 454-468, ISBN: 978-3-540-42523-6. Sophia Antipolis, France.

E. Bengoetxea, P. Larrañaga, I. Bloch, and A. Perchant (2001). Image Recognition with Graph Matching Using Estimation of Distribution Algorithms. Proceedings of the Medical Image Understanding and Analysis (MIUA 2001), 89-92, Birmingham, UK.

E. Bengoetxea, P. Larrañaga, I. Bloch, P. Perchant (2001). Chapter 12: Solving graph matching with EDAs using a permutation-based representation. In Estimation of Distribution Algorithms. A new tool for Evolutionary Computation, P. Larrañaga and J.A. Lozano (eds.). Kluwer Academic Publishers.

P. Larrañaga, E. Bengoetxea, J.A. Lozano, V. Robles, A. Mendiburu, and P. de Miguel (2001). Searching for the Best Permutation with estimation of Distribution Algorithms. Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence (IJCAI 2001). Workshop on Stochastic Search Algorithms, pages 7-14, Seattle, USA.

E. Bengoetxea, T. Miquélez, J.A. Lozano, and P. Larrañaga (2001). Chapter 8: Experimental results in function optimization with EDAs in continuous domain. In Estimation of Distribution Algorithms. A new tool for Evolutionary Computation, P. Larrañaga and J.A. Lozano (eds.). Kluwer Academic Publishers.

P. Larrañaga, J.A. Lozano, and E. Bengoetxea. (2001). Estimation of Distribution Algorithms based on multivariate normal and Gaussian networks. Technical Report KZZA-IK-1-01 of the Department of Computer Science and Artificial Intelligence, University of the Basque Country, Spain.

T. Miquélez, E. Bengoetxea, I. Morlán, and P. Larrañaga (2001). Obtention of filters for Image Restauration Using Estimation of Distribution Algorithms. CAEPIA 2001, Spanish Society for the Artificial Intelligence. (in Spanish).

2000

E. Bengoetxea, P. Larrañaga, I. Bloch, A. Perchant, and C. Boeres (2000). Inexact graph matching using learning and simulation of Bayesian networks. An empirical comparison between different approaches with synthetic data. Proceedings of CaNew workshop, ECAI 2000 Conference, ECCAI. Berlin, Germany.

1999

E. Bengoetxea (1998). Use of PET in radiotherapy. MSc Thesis.
University of Aberdeen, Scotland, UK. Last Version: September 1999