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Conferencias

Studies

  • Doctoral student, Industrial Engineering, UOC, 2017.
  • Master’s degree in Big Data and Visual Analytics, UNIR, 2017.
  • Master’s degree in IT Management, URL, 2000.
  • Industrial Engineering, specialising in Industrial Organisation, UPC, 1987.

Publications

  • Víctor Gallego, Jessica Lingan, Alfons Freixes, Ángel A. Juan y Celia Osorio (2024) Applying Machine Learning in Marketing: An Analysis Using the NMF and k-Means Algorithms, Information, 15(7), 368; https://doi.org/10.3390/info15070368
  • Panadero, J., Juan, A.*, Freixes, A., Grifoll, M., Serrat, C., & Dehghani, M. (2020). An agile simheuristic for the stochastic team task assignment and orienteering problem: applications to unmanned aerial vehicles. In Proceedings – Winter Simulation Conference, pp. 1324-1335 (Indexed in ISI WOS and Scopus, 2019 SJR = 0.410). ISSN: 0891-7736. https://informs-sim.org/wsc20papers/151.pdf.
  • Panadero, J.; Juan, A..; Freixes, A.; Serrat, C.; Grifoll, M.; Dehghanimohamamdabadi, M. (2019): “A Simheuristic for the Unmanned Aerial Vehicle Surveillance-Routing Problem with Stochastic Travel Times and Reliability Considerations”. In Proceedings – Winter Simulation Conference, pp. 1883-1893 (Indexed in ISI WOS and Scopus, 2018 SJR = 0.357). ISSN: 0000-2004.
  • Panadero, J.; Freixes, A.; Grifoll, M., Dehghani M.; Serrat, C.; Juan, A. (s-120412 CON185 SimHeu): “A Simheuristic Algorithm for the Persistent Surveillance Vehicle Routing Problem with Stochastic Travel Times”. 2019 Winter Simulation Conference. Maryland, USA. December 8-11.
  • Beneicke, J.; Juan, A.; Xhafa, F.; Lopez, D.; Freixes, A. (2019): “Empowering Citizens’ Cognition and Decision Making in Smart Sustainable Cities”. IEEE Consumer Electronics Magazine (indexed in ISI SCI, 2017 IF = 1.434, Q3; 2017 SJR = 0.209, Q3). ISSN: 2162-2248.

Research projects

  • 2020-2023: “Efficient & Sustainable Transport Systems in Smart Cities: Internet of Things, Transport Analytics, and Agile Algorithms”. Spanish Ministry of Science (PID2019-111100RB-C21/AEI/ 10.13039/501100011033). Lead researchers: Angel A. Juan/ Fatos Xhafa/Alfons Freixes/Javier Panadero.
  • 2020-2021: “Sports and Health Analytics Research with a Gender Perspective”. Spanish Ministry of Culture and Sports (09/UPR/20). Lead researcher: Angel A. Juan/Alfons Freixes/Javier Panadero.
  • 2019-2021: “Spanish Network in Intelligent and Sustainable Transportation”. Spanish Ministry of Science, Innovation, and Universities (RED2018-102642-T). Lead researcher: Angel A. Juan/Alfons Freixes
  • 2019-2021: “SmartTransLog@EU: Erasmus+ Consortium for the Advanced Training in Smart Transportation & Logistics”. Erasmus+ SEPIE (project: 2019-I-ES01-KA103-062602, Erasmus code: 2016-1-ES01-KA108-023465). Lead researcher: Angel A. Juan/Alfons Freixes.
  • 2019-2020: “Data Science and Information Technologies Applied to Sports and Health: business analytics, higher education, gender dimension, and health benefits of sports”. Spanish Ministry of Culture and Sports (05/UPR/19). Lead researcher: Angel A. Juan/Alfons Freixes.
  • Juan, A.; Reyes, L.; Bayliss, C.; Freixes, A.; Faulin, J. (2019). “Simheuristics & Risk Analysis in Smart Sustainable Cities”. Proceedings of the 8th International Conference on Risk Analysis and Design of Experiments (ICRA8), pp. 50-51. ISBN: 978-3-900932-64-0. Vienna, Austria. April 23–26.
  • “Estudi sobre el nivell d’incorporació de les tecnologies vinculades a la Industria 4.0 a las empresas de Terrassa”, abril 2018. Equipo investigador: Alfons Freixes, Dolors Puig, Enric Escorsa, Pau Fonseca, Xavier Pi.

Conference Papers

  • 2024. Applying Machine Learning in Marketing Analytics using NMF and K-means algorithms, ponencia, DSA International Summer Conference 2024, 6-7 junio, Valencia. Víctor Gallego & Jessica Lingan & Alfons Freixes
  • Juan, A.; Freixes, A.; Copado, P.; Panadero, J.; Serrat, C. (2021): "A Genetic Algorithm Simheuristic for the Multi-Unmanned Aerial Vehicle Orienteering Problem". In Proceedings of the 2021 Winter Simulation Conference. Phoenix, AZ, USA. December 12-15.
  • Panadero, J.; Juan, A.; Grifoll, M., Dehghani M.; Freixes, A.; Serrat, C. (2020): “A Simheuristic Algorithm for the Persistent Surveillance Vehicle Routing Problem with Stochastic Travel Times”. 2020 Winter Simulation Conference. Orlando, FL, USA. December 13-16.
  • Juan, A.; Panadero, J.; Bayliss, C.; Martins, L.; Freixes, A.; Raba, D.: “Agile Optimization in Transportation and Logistics”. XXXVIII Congreso Nacional de Estadística e Investigación Operativa (SEIO2019). Alcoy, Spain. September 3-6, 2019.
  • Juan, A.; Faulin, J.; Reyes, L.; Raba, D.; Freixes, A. (2018): “Simheuristics: Extending Metaheuristics to solve Optimization Problems under Uncertainty Scenarios”. Actas del XXXVII Congreso Nacional de Estadística e Investigación Operativa. Oviedo, Spain. May 29 – June 1.
  • Juan, A.; Faulin, J.; Raba, D.; Freixes, A.; Reyes, L. (2018): “Simheuristic Algorithms for Transportation and Logistics Problems under Uncertainty”. Actas del XIII Congreso de Ingeniería del Transporte. Gijon, Spain. June 6-8.
  • Panadero, J.; Freixes, A.; Mozos, J.; Juan, A. (s-180620): “Agile Optimization for Routing Unmanned Aerial Vehicles under Uncertainty”. XVIII Spanish Conference on Artificial Intelligence. Granada, Spain. October 23-26.
  • Estrada, A.; Juan, A.; Panadero, J.; Serrat, C.; Freixes, A.: “Current Trends in Simheuristics: from smart transportation to agent-based simheuristics”. XVIII Spanish Conference on Artificial Intelligence. Granada, Spain. October 23-26.

Research Seminaris

  • Seminario I: 4 diciembre 2019
    Ponente: Alfons Freixes
    Título: “A simheuristic for the unmanned aerial vehicle surveillance-routing problem with stochastic travel times and reliability considerations”
Descripción

Studies

  • Doctoral student, Industrial Engineering, UOC, 2017.
  • Master’s degree in Big Data and Visual Analytics, UNIR, 2017.
  • Master’s degree in IT Management, URL, 2000.
  • Industrial Engineering, specialising in Industrial Organisation, UPC, 1987.

Experience

  • Director, Euncet, 2018 – to date.
  • Academic Director, Euncet, 1996 – 2018.
  • PDI, UPC Department of Organisation, 1988 – 1990.
  • Head of Production for a number of metallurgic companies, 1988 – 1992.
  • Consultant in Organisation and HR projects, 1992 – 1996.

Papers

Publications

  • Beneicke, J.; Juan, A.; Xhafa, F.; Lopez, D.; Freixes, A. (2019): “Empowering Citizens’ Cognition and Decision Making in Smart Sustainable Cities”. IEEE Consumer Electronics Magazine (indexed in ISI SCI, 2017 IF = 1.434, Q3; 2017 SJR = 0.209, Q3). ISSN: 2162-2248.
  • Panadero, J.; Freixes, A.; Grifoll, M., Dehghani M.; Serrat, C.; Juan, A. (s-120412 CON185 SimHeu): “A Simheuristic Algorithm for the Persistent Surveillance Vehicle Routing Problem with Stochastic Travel Times”. 2019 Winter Simulation Conference. Maryland, USA. December 8-11.
  • Panadero, J.; Juan, A.; Freixes, A.; Serrat, C.; Grifoll, M.; Dehghanimohamamdabadi, M. (2019): “A Simheuristic for the Unmanned Aerial Vehicle Surveillance-Routing Problem with Stochastic Travel Times and Reliability Considerations”. In Proceedings – Winter Simulation Conference, pp. 1883-1893 (Indexed in ISI WOS and Scopus, 2018 SJR = 0.357). ISSN: 0000-2004.
     

Research projects

  • “Estudi sobre el nivell d’incorporació de les tecnologies vinculades a la Industria 4.0 a las empresas de Terrassa”, April 2018. Researching team: Alfons Freixes, Dolors Puig, Enric Escorsa, Pau Fonseca, Xavier Pi.
  • Juan, A.; Reyes, L.; Bayliss, C.; Freixes, A.; Faulin, J. (2019). “Simheuristics & Risk Analysis in Smart Sustainable Cities”. Proceedings of the 8th International Conference on Risk Analysis and Design of Experiments (ICRA8), pp. 50-51. ISBN: 978-3-900932-64-0. Vienna, Austria. April 23–26.
  • 2019-2020: “Data Science and Information Technologies Applied to Sports and Health: Business analytics, Higher Education, Gender Dimension, and Health Benefits of Sports”. Spanish Ministry of Culture and Sports (05/UPR/19). Lead researcher: Angel A. Juan/Alfons Freixes.
  • 2019-2021: “[email protected]: Erasmus+ Consortium for the Advanced Training in Smart Transportation & Logistics”. Erasmus+ SEPIE (project: 2019-I-ES01-KA103-062602, Erasmus code: 2016-1-ES01-KA108-023465). Lead researcher: Angel A. Juan/Alfons Freixes.
  • 2019-2021: “Spanish Network in Intelligent and Sustainable Transportation”. Spanish Ministry of Science, Innovation and Universities (RED2018-102642-T). Lead researcher: Angel A. Juan/Alfons Freixes

Conference Papers

  • Estrada, A.; Juan, A.; Panadero, J.; Serrat, C.; Freixes, A.: “Current Trends in Simheuristics: From Smart Transportation to Agent-Based Simheuristics”. XVIII Spanish Conference on Artificial Intelligence. Granada, Spain. October 23-26.
  • Panadero, J.; Freixes, A.; Mozos, J.; Juan, A. (s-180620): “Agile Optimization for Routing Unmanned Aerial Vehicles under Uncertainty”. XVIII Spanish Conference on Artificial Intelligence. Granada, Spain. October 23-26.
  • Juan, A.; Faulin, J.; Raba, D.; Freixes, A.; Reyes, L. (2018): “Simheuristic Algorithms for Transportation and Logistics Problems under Uncertainty”. Actas del XIII Congreso de Ingeniería del Transporte. Gijon, Spain. June 6-8.
  • Juan, A.; Panadero, J.; Bayliss, C.; Martins, L.; Freixes, A.; Raba, D.: “Agile Optimization in Transportation and Logistics”. XXXVIII Congreso Nacional de Estadística e Investigación Operativa (SEIO2019). Alcoy, Spain. September 3-6, 2019.
  • Juan, A.; Faulin, J.; Reyes, L.; Raba, D.; Freixes, A. (2018): “Simheuristics: Extending Metaheuristics to Solve Optimization Problems under Uncertainty Scenarios”. Actas del XXXVII Congreso Nacional de Estadística e Investigación Operativa. Oviedo, Spain. May 29 – June 1.
  • Panadero, J.; Juan, A.; Grifoll, M., Dehghani M.; Freixes, A.; Serrat, C. (2020): “A Simheuristic Algorithm for the Persistent Surveillance Vehicle Routing Problem with Stochastic Travel Times”. 2020 Winter Simulation Conference. Orlando, FL, USA. December 13-16.

Research seminars:

  • Seminar I: 4 December 2019
  • Speaker: Alfons Freixes
  • Title: “A Simheuristic for the Unmanned Aerial Vehicle Surveillance-Routing Problem with Stochastic Travel Times and Reliability Considerations”
Foto
Alfons-Freixes
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