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Joana Matos Dias has a BSc in Computers Engineering (University of Coimbra, 1996), a MSc in Operations Research (University of Lisbon, 2000), a MSc in Quantitative Finance (University of London, 2011) and a PhD in Management Science (University of Coimbra, 2006). She is an Associate Professor at University of Coimbra, where she has been responsible for several course units like informatics, logistics, operations research, modeling in management, simulation. She is also a researcher at Inesc-Coimbra. Her main research interest is decision making models and algorithms in general, and operations research applied to health problems, combinatorial optimization, multiobjective optimization, in particular. She is author or co-author of two books and more than 60 papers in refereed international journals, conference proceeding and book chapters. Personal homepage: https://www.uc.pt/feuc/joanamatosdias
Identificação

Identificação pessoal

Nome completo
Joana Dias

Nomes de citação

  • Dias, Joana

Identificadores de autor

Ciência ID
7815-9925-322B
ORCID iD
0000-0003-2517-7905
Google Scholar ID
https://scholar.google.pt/citations?user=a_8gZs4AAAAJ&hl=pt-PT
Scopus Author Id
36238953500

Domínios de atuação

  • Ciências da Engenharia e Tecnologias - Engenharia Eletrotécnica, Eletrónica e Informática
  • Ciências Exatas - Matemática - Matemática Aplicada
  • Ciências Sociais - Economia e Gestão - Organização e Gestão de Empresas

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Inglês Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1)
Formação
Grau Classificação
2017/06/07
Concluído
Gestão, Ciência Aplicada à Decisão (Título de Agregado)
Universidade de Coimbra Faculdade de Economia, Portugal
2006
Concluído
Organização e Gestão de Empresas (Doutoramento)
Especialização em Investigação Operacional
Universidade de Coimbra, Portugal
2001
Concluído
Master in Finance (Master)
Especialização em Quantitative Finance
SOAS University of London, Reino Unido
2000
Concluído
Investigação Operacional (Mestrado)
Especialização em Não Aplicável
Universidade de Lisboa Faculdade de Ciências, Portugal
1996
Concluído
Engenharia Informática (Licenciatura)
Especialização em Não Aplicável
Universidade de Coimbra, Portugal
Percurso profissional

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento
Empregador
2019/12 - Atual Professor Associado (Docente Universitário) Universidade de Coimbra Faculdade de Economia, Portugal
2006/06 - 2019/12 Professor Auxiliar (Docente Universitário) Universidade de Coimbra, Portugal
Projetos

Projeto

Designação Financiadores
2020 - 2022/02/28 Planeamento Automático de Tratamentos para Radioterapia com Protões
UTA-EXPL/FMT/0079/2019
Investigador responsável
Universidade de Coimbra Instituto de Engenharia de Sistemas e Computadores de Coimbra, Portugal
Fundação para a Ciência e a Tecnologia
Em curso
2018 - 2021/06/30 RT-CARE, Computational Approaches for Radiotherapy Planning of Excellence
POCI-01-0145-FEDER-028030
Investigador responsável
Universidade de Coimbra Instituto de Engenharia de Sistemas e Computadores de Coimbra, Portugal
Em curso
2016 - 2017 Computational Approaches for Automated Radiotherapy
Computational Approaches for Automated Radiotherapy
Investigador responsável
Universidade de Coimbra Instituto de Engenharia de Sistemas e Computadores de Coimbra, Portugal
Universidade de Coimbra Instituto de Engenharia de Sistemas e Computadores de Coimbra
Concluído
2013 - 2015 iCIS Intelligent Computing in the Internet of Services
CENTRO-07-0224-FEDER-002003
Investigador
Universidade de Coimbra Faculdade de Economia, Portugal
Concluído
2013 - 2015 EMSURE Energy and Mobility for Sustainable Regions
CENTRO-07-0224-FEDER-002004
Investigador
Universidade de Coimbra Faculdade de Economia, Portugal
Concluído
2012 - 2015 Optimização Angular em Radioterapia de Intensidade Modulada
PTDC/EIA-CCO/121450/2010
Investigador responsável
Universidade de Coimbra Instituto de Engenharia de Sistemas e Computadores de Coimbra, Portugal
Concluído
Produções

Publicações

Artigo em conferência
  1. Rocha, H.; Dias, J.; Ventura, T.; Ferreira, B.; do Carmo Lopes, M.. "Optimization of Highly Noncoplanar Arc Therapy Trajectories: A Dosimetric Approach". 2020.
    10.1007/978-3-030-31635-8_155
  2. Ferreira, B.C.; Dias, J.; Gomes, A.; Mavroidis, P.; Rocha, H.. "Dose-Response to Different Radiochemotherapy Regimens in Locally Advanced Pancreatic Cancer". 2020.
    10.1007/978-3-030-31635-8_156
  3. da Costa Ferreira, B.; Mavroidis, P.; Dias, J.; Rocha, H.. "Incorporating the local biological effect of dose per fraction in IMRT inverse optimization". 2019.
    10.1007/978-981-10-9023-3_74
  4. Anacleto, A.; Dias, J.. "Prediction in Radiotherapy Treatments: Current Trends". 2016.
    10.1016/j.procs.2016.09.125
  5. Leal, F.; Dias, J.M.; Malheiro, B.; Burguillo, J.C.. "Analysis and visualisation of crowd-sourced tourism data". 2016.
    10.1145/2948992.2949008
  6. Soares, I.; Dias, J.; Rocha, H.; do Carmo Lopes, M.; Ferreira, B.. "Feature selection in small databases: A medical-case study". 2016.
    10.1007/978-3-319-32703-7_157
  7. Soares, I.; Dias, J.; Rocha, H.; Khouri, L.; do Carmo Lopes, M.; Ferreira, B.. "Semi-supervised self-training approaches in small and unbalanced datasets: Application to xerostomia radiation side-effect". 2016.
    10.1007/978-3-319-32703-7_160
  8. Antunes, C.H.; Alves, M.J.; Dias, J.; Gomes, T.; Cardoso, B.; Freitas, J.. "Single and multiple objective optimization models for opportunistic preventive maintenance". 2016.
  9. Rocha, H.; Dias, J.M.; Ferreira, B.C.; Do Carmo Lopes, M.. "A two-stage programming approach to fluence map optimization for intensity-modulated radiation therapy treatment planning". 2015.
    10.1007/978-3-319-11128-5_171
  10. Dias, J.M.; Rocha, H.; Ferreira, B.C.; Do Carmo Lopes, M.. "IMRT inverse planning using simulated annealing". 2015.
    10.1007/978-3-319-11128-5_174
  11. Soares, I.; Rocha, H.; Dias, J.; Do Carmo Lopes, M.; Ferreira, B.. "Predicting xerostomia induced by IMRT treatments: A logistic regression approach". 2014.
    10.1109/BIBM.2014.6999271
  12. Dias, J.; Ferreira, B.; Rocha, H.; Do Carmo Lopes, M.. "IMRT beam angle optimization using differential evolution". 2014.
    10.1109/BIBM.2014.6999243
  13. Dias, Joana. "On the Global Optimization of the Beam Angle Optimization Problem in Intensity-Modulated Radiation Therapy". 2013.
    10.1007/978-3-319-00846-2_340
  14. Dias, Joana. "IMRT Beam Angle Optimization Using Dynamically Dimensioned Search". 2013.
    10.1007/978-3-319-03005-0_1
  15. Dias, Joana. "Decision Support System for Location Problems". 2006.
  16. Dias, J.M.; Dourado, A.. "A fixed rule number Fuzzy controller with an adaptive degree of similarity". 1997.
  17. Dias, J.M.; Correia, A.D.. "On-line learning based on adaptive similarity and fixed size rule base". 1996.
Artigo em revista
  1. Luis C. Dias; Joana Dias; Tiago Ventura; Humberto Rocha; Brígida Ferreira; Leila Khouri; Maria do Carmo Lopes. "Learning target-based preferences through additive models: An application in radiotherapy treatment planning". European Journal of Operational Research (2021): https://doi.org/10.1016/j.ejor.2021.12.011.
    10.1016/j.ejor.2021.12.011
  2. P. Carrasqueira; M. J. Alves; J. M. Dias; H. Rocha; T. Ventura; B. C. Ferreira; M. C. Lopes. "An automated bi-level optimization approach for IMRT". International Transactions in Operational Research (2021): https://doi.org/10.1111/itor.13068.
    10.1111/itor.13068
  3. Sandra Cruz Caçador; Pedro Manuel Cortesão Godinho; Joana Maria Pina Cabral Matos Dias. "A minimax regret portfolio model based on the investor’s utility loss". Operational Research (2020): https://doi.org/10.1007/s12351-020-00550-0.
    10.1007/s12351-020-00550-0
  4. Caçador, S.; Dias, J.M.; Godinho, P.. "Global minimum variance portfolios under uncertainty: a robust optimization approach". Journal of Global Optimization 76 2 (2020): 267-293. http://www.scopus.com/inward/record.url?eid=2-s2.0-85079008845&partnerID=MN8TOARS.
    10.1007/s10898-019-00859-x
  5. Ventura, T.; Dias, J.; Khouri, L.; Netto, E.; Soares, A.; Da Costa Ferreira, B.; Rocha, H.; Lopes, M.D.C.. "Clinical validation of a graphical method for radiation therapy plan quality assessment". Radiation Oncology 15 1 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85081905086&partnerID=MN8TOARS.
    10.1186/s13014-020-01507-5
  6. Nelas, J.; Dias, J.. "Optimal Emergency Vehicles Location: An approach considering the hierarchy and substitutability of resources". European Journal of Operational Research 287 2 (2020): 583-599. http://www.scopus.com/inward/record.url?eid=2-s2.0-85086357297&partnerID=MN8TOARS.
    10.1016/j.ejor.2020.03.067
  7. Tiago Ventura; Humberto Rocha; Brigida da Costa Ferreira; Joana Dias; Maria do Carmo Lopes. "Comparison of two beam angular optimization algorithms guided by automated multicriterial IMRT". Physica Medica 64 (2019): 210-221. https://doi.org/10.1016/j.ejmp.2019.07.012.
    10.1016/j.ejmp.2019.07.012
  8. Sandra Caçador; Joana Matos Dias; Pedro Godinho. "Portfolio selection under uncertainty: a new methodology for computing relative-robust solutions". International Transactions in Operational Research (2019): https://doi.org/10.1111/itor.12674.
    10.1111/itor.12674
  9. Filipe Monnerat; Joana Dias; Maria João Alves. "Fleet management: A vehicle and driver assignment model". European Journal of Operational Research (2019): https://doi.org/10.1016/j.ejor.2019.03.021.
    10.1016/j.ejor.2019.03.021
  10. Rocha, H.; Dias, J.M.. "Early prediction of durum wheat yield in Spain using radial basis functions interpolation models based on agroclimatic data". Computers and Electronics in Agriculture 157 (2019): 427-435. http://www.scopus.com/inward/record.url?eid=2-s2.0-85060094158&partnerID=MN8TOARS.
    10.1016/j.compag.2019.01.018
  11. Rocha, H.; Dias, J.M.; Ventura, T.; Ferreira, B.D.C.; Lopes, M.D.C.. "Beam angle optimization in IMRT: are we really optimizing what matters?". International Transactions in Operational Research 26 3 (2019): 908-928. http://www.scopus.com/inward/record.url?eid=2-s2.0-85052463105&partnerID=MN8TOARS.
    10.1111/itor.12587
  12. Dias, J.M.; Rocha, H.; Viana, A.. "Preface to the Special Issue on Improving Healthcare: New Challenges, New Approaches". International Transactions in Operational Research 25 1 (2018): 3-6. http://www.scopus.com/inward/record.url?eid=2-s2.0-85030162966&partnerID=MN8TOARS.
    10.1111/itor.12462
  13. Anacleto, A.; Dias, J.. "Data Analysis in Radiotherapy Treatments: Planning, Predicting, and Assuring Treatment Quality". International Journal of E-Health and Medical Communications 9 3 (2018): 43-61. http://www.scopus.com/inward/record.url?eid=2-s2.0-85045916773&partnerID=MN8TOARS.
    10.4018/IJEHMC.2018070103
  14. Soares, I.; Dias, J.; Rocha, H.; Khouri, L.; do Carmo Lopes, M.; Ferreira, B.. "Predicting xerostomia after IMRT treatments: a data mining approach". Health and Technology 8 1-2 (2018): 159-168. http://www.scopus.com/inward/record.url?eid=2-s2.0-85047450312&partnerID=MN8TOARS.
    10.1007/s12553-017-0204-4
  15. Reigadinha, T.; Godinho, P.; Dias, J.. "Portuguese food retailers – Exploring three classic theories of retail location". Journal of Retailing and Consumer Services 34 (2017): 102-116. http://www.scopus.com/inward/record.url?eid=2-s2.0-84991798381&partnerID=MN8TOARS.
    10.1016/j.jretconser.2016.09.015
  16. Dias, J.. "Teaching operations research to undergraduate management students: The role of gamification". International Journal of Management Education 15 1 (2017): 98-111. http://www.scopus.com/inward/record.url?eid=2-s2.0-85010930914&partnerID=MN8TOARS.
    10.1016/j.ijme.2017.01.002
  17. Shukla, N.; Perez, P.; Tiwari, M.K.; Ceglarek, D.; Dias, J.M.. "Modelling and simulation in health care systems". International Journal of Systems Science: Operations and Logistics 4 1 (2017): 1-3. http://www.scopus.com/inward/record.url?eid=2-s2.0-85056898829&partnerID=MN8TOARS.
    10.1080/00207721.2016.1222772
  18. Joana Dias; Humberto Rocha; Tiago Ventura; Brígida Ferreira; Maria do Carmo Lopes. "Automated fluence map optimization based on fuzzy inference systems". Medical Physics 43 3 (2016): 1083-1095. https://doi.org/10.1118%2F1.4941007.
    10.1118/1.4941007
  19. Rocha, H.; Khouri, L.; Lopes, M.C.; Dias, J.; Ferreira, B.. "Treatment failure prediction for head-and-neck cancer radiation therapy | Outils de prédiction de l’échec du traitement pour les cancers de la tête et du cou traités par irradiation". Cancer/Radiotherapie 20 4 (2016): 268-274. http://www.scopus.com/inward/record.url?eid=2-s2.0-84979715899&partnerID=MN8TOARS.
    10.1016/j.canrad.2016.02.012
  20. Rocha, H.; Dias, J.; Ventura, T.; Ferreira, B.; Lopes, M.D.C.. "A derivative-free multistart framework for an automated noncoplanar beam angle optimization in IMRT". Medical Physics 43 10 (2016): 5514-5526. http://www.scopus.com/inward/record.url?eid=2-s2.0-84988452198&partnerID=MN8TOARS.
    10.1118/1.4962477
  21. Joana Dias; Humberto Rocha; Brígida Ferreira; Maria do Carmo Lopes. "Simulated annealing applied to IMRT beam angle optimization: A computational study". Physica Medica 31 7 (2015): 747-756. http://dx.doi.org/10.1016/j.ejmp.2015.03.005.
    10.1016/j.ejmp.2015.03.005
  22. Marques, M.d.C.; Dias, J.M.. "Dynamic location problem under uncertainty with a regret-based measure of robustness". International Transactions in Operational Research (2015): http://www.scopus.com/inward/record.url?eid=2-s2.0-84931840800&partnerID=MN8TOARS.
    10.1111/itor.12183
  23. Dias, J.; Rocha, H.; Viana, A.. "Special issue on "Improving Healthcare: New challenges, new approaches"". International Transactions in Operational Research 22 3 (2015): 607-608. http://www.scopus.com/inward/record.url?eid=2-s2.0-84926452780&partnerID=MN8TOARS.
    10.1111/itor.12171
  24. Rocha, H.; Dias, J.M.; Ferreira, B.C.; Lopes, M.C.. "Noncoplanar beam angle optimization in IMRT treatment planning using pattern search methods". Journal of Physics: Conference Series 616 1 (2015): http://www.scopus.com/inward/record.url?eid=2-s2.0-84938149433&partnerID=MN8TOARS.
    10.1088/1742-6596/616/1/012014
  25. Dias, J.; Rocha, H.; Ferreira, B.; Lopes, M.D.C.. "A genetic algorithm with neural network fitness function evaluation for IMRT beam angle optimization". Central European Journal of Operations Research 22 3 (2014): 431-455. http://www.scopus.com/inward/record.url?eid=2-s2.0-84904410815&partnerID=MN8TOARS.
    10.1007/s10100-013-0289-4
  26. Rocha, H.; Dias, J.M.; Ferreira, B.C.; Lopes, M.C.. "Pattern search methods framework for beam angle optimization in radiotherapy design". Applied Mathematics and Computation 219 23 (2013): 10853-10865. http://www.scopus.com/inward/record.url?eid=2-s2.0-84879034031&partnerID=MN8TOARS.
    10.1016/j.amc.2013.05.006
  27. Marques, M.C.; Dias, J.M.. "Simple dynamic location problem with uncertainty: A primal-dual heuristic approach". Optimization 62 10 (2013): 1379-1397. http://www.scopus.com/inward/record.url?eid=2-s2.0-84885960133&partnerID=MN8TOARS.
    10.1080/02331934.2013.820297
  28. Godinho, P.; Dias, J.. "Two-player simultaneous location game: Preferential rights and overbidding". European Journal of Operational Research 229 3 (2013): 663-672. http://www.scopus.com/inward/record.url?eid=2-s2.0-84877717177&partnerID=MN8TOARS.
    10.1016/j.ejor.2013.03.040
  29. Rocha, H.; Dias, J.M.; Ferreira, B.C.; Lopes, M.C.. "Selection of intensity modulated radiation therapy treatment beam directions using radial basis functions within a pattern search methods framework". Journal of Global Optimization 57 4 (2013): 1065-1089. http://www.scopus.com/inward/record.url?eid=2-s2.0-84887321516&partnerID=MN8TOARS.
    10.1007/s10898-012-0002-5
  30. Rocha, H.; Dias, J.M.; Ferreira, B.C.; Lopes, M.C.. "Beam angle optimization for intensity-modulated radiation therapy using a guided pattern search method". Physics in Medicine and Biology 58 9 (2013): 2939-2953. http://www.scopus.com/inward/record.url?eid=2-s2.0-84876483988&partnerID=MN8TOARS.
    10.1088/0031-9155/58/9/2939
  31. Dias, Joana. "Estimating the social costs of firearms: application to the Portuguese case". International Journal of Economics & Business Research (2013): http://inderscience.metapress.com/content/ehg0kv3312563040/.
    10.1504/IJEBR.2013.050640
  32. Godinho, P.; Dias, J.. "Cost-benefit analysis and the optimal timing of road infrastructures". Journal of Infrastructure Systems 18 4 (2012): 261-269. http://www.scopus.com/inward/record.url?eid=2-s2.0-84879584120&partnerID=MN8TOARS.
    10.1061/(ASCE)IS.1943-555X.0000105
  33. Godinho, P.; Dias, J.. "A two-player model for the simultaneous location of franchising services with preferential rights". ICORES 2012 - Proceedings of the 1st International Conference on Operations Research and Enterprise Systems (2012): 120-125. http://www.scopus.com/inward/record.url?eid=2-s2.0-84861982338&partnerID=MN8TOARS.
  34. Mendes, L.; Godinho, P.; Dias, J.. "A Forex trading system based on a genetic algorithm". Journal of Heuristics 18 4 (2012): 627-656. http://www.scopus.com/inward/record.url?eid=2-s2.0-84865236321&partnerID=MN8TOARS.
    10.1007/s10732-012-9201-y
  35. Rocha, H.; Dias, J.M.; Ferreira, B.C.; Lopes, M.C.. "Combinatorial optimization for an improved transition from fluence optimization to fluence delivery in IMRT treatment planning". Optimization 61 8 (2012): 969-987. http://www.scopus.com/inward/record.url?eid=2-s2.0-84864683422&partnerID=MN8TOARS.
    10.1080/02331934.2011.607498
  36. Rocha, H.; Dias, J.M.; Ferreira, B.C.; Lopes, M.C.. "Discretization of optimal beamlet intensities in IMRT: A binary integer programming approach". Mathematical and Computer Modelling 55 7-8 (2012): 1969-1980. http://www.scopus.com/inward/record.url?eid=2-s2.0-84857110384&partnerID=MN8TOARS.
    10.1016/j.mcm.2011.11.056
  37. Mendes, L.P.; Dias, J.; Godinho, P.. "Bi-level clustering in telecommunication fraud". ICORES 2012 - Proceedings of the 1st International Conference on Operations Research and Enterprise Systems (2012): 126-131. http://www.scopus.com/inward/record.url?eid=2-s2.0-84861971428&partnerID=MN8TOARS.
  38. Rocha, H.; Dias, J.M.; Ferreira, B.; Do Carmo Lopes, M.. "Beam angle optimization in IMRT using pattern search methods: Initial mesh-size considerations". ICORES 2012 - Proceedings of the 1st International Conference on Operations Research and Enterprise Systems (2012): 355-360. http://www.scopus.com/inward/record.url?eid=2-s2.0-84861972779&partnerID=MN8TOARS.
  39. Godinho, P.; Dias, J.. "A decision support system for assessing the construction of road infrastructures". Proceedings of the 6th Iberian Conference on Information Systems and Technologies, CISTI 2011 (2011): http://www.scopus.com/inward/record.url?eid=2-s2.0-80052476284&partnerID=MN8TOARS.
  40. Godinho, P.; Dias, J.. "Fuel taxes and tolls in cost-benefit analysis". Economics Bulletin 31 2 (2011): 1372-1378. http://www.scopus.com/inward/record.url?eid=2-s2.0-79959791237&partnerID=MN8TOARS.
  41. Godinho, P.; Dias, J.. "A two-player competitive discrete location model with simultaneous decisions". European Journal of Operational Research 207 3 (2010): 1419-1432. http://www.scopus.com/inward/record.url?eid=2-s2.0-77957716544&partnerID=MN8TOARS.
    10.1016/j.ejor.2010.07.015
  42. Dias, J.; Captivo, M.E.; Clímaco, J.. "A memetic algorithm for multi-objective dynamic location problems". Journal of Global Optimization 42 2 (2008): 221-253. http://www.scopus.com/inward/record.url?eid=2-s2.0-51249096777&partnerID=MN8TOARS.
    10.1007/s10898-007-9239-9
  43. Dias, J.; Captivo, M.E.; Clímaco, J.. "A dynamic location problem with maximum decreasing capacities". Central European Journal of Operations Research 16 3 (2008): 251-280. http://www.scopus.com/inward/record.url?eid=2-s2.0-52149124627&partnerID=MN8TOARS.
    10.1007/s10100-008-0055-1
  44. Dias, Joana. "A Memetic Algorithm for Dynamic Location Problems". (2007):
    10.1007/978-0-387-71921-4_12
  45. Dias, Joana. "Dynamic Location Problems with Discrete Expansion and Reduction Sizes of Available Capacities". (2007):
  46. Dias, J.; Eugénia Captivo, M.; Clímaco, J.. "Efficient primal-dual heuristic for a dynamic location problem". Computers and Operations Research 34 6 SPEC. IS (2007): 1800-1823. http://www.scopus.com/inward/record.url?eid=2-s2.0-33749673570&partnerID=MN8TOARS.
    10.1016/j.cor.2005.07.005
  47. Dias, Joana. "Dynamic Multi-Level Capacitated and Uncapacitated Location Problems: an approach using primal-dual heuristics". Operational Research An International Journal (2007):
    10.1007/BF03024853
  48. Dias, J.; Eugénia Captivo, M.; Clímaco, J.. "Capacitated dynamic location problems with opening, closure and reopening of facilities". IMA Journal of Management Mathematics 17 4 (2006): 317-348. http://www.scopus.com/inward/record.url?eid=2-s2.0-33750073525&partnerID=MN8TOARS.
    10.1093/imaman/dpl003
  49. Dias, J.; Eugénia, M.; Clímaco, J.. "An interactive procedure dedicated to a bicriteria plant location model". Computers and Operations Research 30 13 (2003): 1977-2002. http://www.scopus.com/inward/record.url?eid=2-s2.0-0041810588&partnerID=MN8TOARS.
    10.1016/S0305-0548(02)00120-X
  50. Dias, J.M.; Dourado, A.. "A self-organizing fuzzy controller with a fixed maximum number of rules and an adaptive similarity factor". Fuzzy Sets and Systems 103 1 (1999): 27-48. http://www.scopus.com/inward/record.url?eid=2-s2.0-0039136122&partnerID=MN8TOARS.
    10.1016/S0165-0114(97)00192-9
  51. Dias, Joana. "On-Line Learning Based on Adaptive Similarity and Fixed Size Rule Base". (1997):
    10.1007/3-540-62868-1_104
Capítulo de livro
  1. Filipe Monnerat; Joana Dias; Maria João Alves. "Resource Assignment Problem for Fleet Management Considering Outsourcing: Modelling and a Decomposition Approach". 260-273. Springer International Publishing, 2021.
    10.1007/978-3-030-86976-2_18
  2. Humberto Rocha; Joana Dias. "A Randomized Direct-Search Approach for Beam Angle Optimization in Intensity-Modulated Proton Therapy". 320-332. Springer International Publishing, 2021.
    10.1007/978-3-030-86976-2_22
  3. Tiago Ventura; Maria do Carmo Lopes; Humberto Rocha; Brigida da Costa Ferreira; Joana Dias. "Advantage of Beam Angle Optimization in Head-and-Neck IMRT: Patient Specific Analysis". 1256-1263. Springer International Publishing, 2020.
    10.1007/978-3-030-31635-8_153
  4. Joana Dias; Pedro Godinho; Pedro Torres. "Machine Learning for Customer Churn Prediction in Retail Banking". 576-589. Springer International Publishing, 2020.
    10.1007/978-3-030-58808-3_42
  5. José Nelas; Joana Dias. "Locating Emergency Vehicles: Robust Optimization Approaches". 564-575. Springer International Publishing, 2020.
    10.1007/978-3-030-58808-3_41
  6. Humberto Rocha; Joana Dias; Pedro Carrasqueira; Tiago Ventura; Brígida Ferreira; Maria do Carmo Lopes. "Comparison of Different Strategies for Arc Therapy Optimization". 552-563. Springer International Publishing, 2020.
    10.1007/978-3-030-58808-3_40
  7. Aleš Zamuda; Vincenzo Crescimanna; Juan C. Burguillo; Joana Matos Dias; Katarzyna Wegrzyn-Wolska; Imen Rached; Horacio González-Vélez; et al. "Forecasting Cryptocurrency Value by Sentiment Analysis: An HPC-Oriented Survey of the State-of-the-Art in the Cloud Era". 2019.
    10.1007/978-3-030-16272-6_12
  8. Humberto Rocha; Joana Dias; Tiago Ventura; Brígida Ferreira; Maria do Carmo Lopes. "An Optimization Approach for Noncoplanar Intensity-Modulated Arc Therapy Trajectories". 199-214. Springer International Publishing, 2019.
    10.1007/978-3-030-24302-9_15
  9. Maria do Céu Marques; Joana Dias. "Dynamic Facility Location Problem with Stochastic Setup Times". 183-198. Springer International Publishing, 2019.
    10.1007/978-3-030-24302-9_14
  10. Joana Dias; Humberto Rocha. "Forecasting Wheat Prices Based on Past Behavior: Comparison of Different Modelling Approaches". 167-182. Springer International Publishing, 2019.
    10.1007/978-3-030-24302-9_13
  11. Humberto Rocha; Joana Dias; Tiago Ventura; Brígida Ferreira; Maria do Carmo Lopes. "Comparison of Combinatorial and Continuous Frameworks for the Beam Angle Optimization Problem in IMRT". 2018.
    10.1007/978-3-319-95165-2_42
  12. Rocha, H.; Dias, J.. "Honey yield forecast using radial basis functions". 2018.
    10.1007/978-3-319-72926-8_40
  13. Dias, J.; Rocha, H.; Ventura, T.; Ferreira, B.; do Carmo Lopes, M.. "A heuristic based on fuzzy inference systems for multiobjective IMRT treatment planning". 2018.
    10.1007/978-3-319-72926-8_22
  14. Rocha, H.; Dias, J.M.; Ventura, T.; Ferreira, B.C.; Lopes, M.D.C.. "A global score-driven beam angle optimization in IMRT". 2017.
    10.1007/978-3-319-62398-6_6
  15. Dias, J.; Rocha, H.; Ventura, T.; Ferreira, B.; Lopes, M.D.C.. "Automated radiotherapy treatment planning using fuzzy inference systems". 2017.
    10.1007/978-3-319-62398-6_7
  16. Rocha, H.; Dias, J.M.; Ventura, T.; Ferreira, B.C.; Lopes, M.C.. "An accelerated multistart derivative-free framework for the beam angle optimization problem in IMRT". 2016.
    10.1007/978-3-319-42085-1_18
  17. Rocha, H.; Dias, J.M.; Ferreira, B.C.; Lopes, M.C.. "Does beam angle optimization really matter for intensity-modulated radiation therapy?". 2015.
    10.1007/978-3-319-21407-8_37
  18. Rocha, H.; Rocha, A.M.A.C.; Dias, J.M.; Ferreira, B.; Do Carmo Lopes, M.. "IMRT beam angle optimization using electromagnetism-like algorithm". 2014.
    10.1007/978-3-319-09129-7_21
  19. Dias, J.M.; Do Céu Marques, M.. "A multiobjective approach for a dynamic simple plant location problem under uncertainty". 2014.
    10.1007/978-3-319-09129-7_5
  20. Rocha, H.; Dias, J.M.; Ferreira, B.; Do Carmo Lopes, M.. "IMRT beam angle optimization using non-descent pattern search methods". 2014.
    10.1007/978-3-319-09129-7_2
  21. Dias, J.M.; Rocha, H.; Ferreira, B.; Do Carmo Lopes, M.. "IMRT beam angle optimization using DDS with a cross-validation approach for configuration selection". 2014.
    10.1007/978-3-319-09129-7_1
  22. Rocha, H.; Dias, J.M.; Ferreira, B.C.; Do Carmo Lopes, M.. "On the use of a priori knowledge in pattern search methods: Application to beam angle optimization for intensity-modulated radiation therapy". 2013.
    10.1007/978-3-642-39637-3_23
  23. Rocha, H.; Dias, J.M.; Ferreira, B.C.; Do Carmo Lopes, M.. "Incorporating radial basis functions in pattern search methods: Application to beam angle optimization in radiotherapy treatment planning". 2012.
    10.1007/978-3-642-31137-6_1
  24. Rocha, H.; Dias, J.M.; Ferreira, B.C.; Do Carmo Lopes, M.. "Influence of sampling in radiation therapy treatment design". 2011.
    10.1007/978-3-642-21931-3_18
  25. Dias, J.; Captivo, M.E.; Clímaco, J.. "A memetic algorithm for dynamic location problems". 2007.
Livro
  1. Dias, Joana. Localização Dinâmica: Modelos e Técnicas. Portugal. 2010.

Outros

Outra produção
  1. Localização Simples Multicritério, desenvolvimento de um algoritmo em ambiente interactivo. 2000. Dias, Joana.
Atividades

Apresentação oral de trabalho

Título da apresentação Nome do evento
Anfitrião (Local do evento)
2021/09 Alves, Natália, Joana Dias, Tiago Ventura, Josefina Mateus, Miguel Capela, Leila Khouri, Maria do Carmo Lopes (2021) “Predicting the Need for Adaptive Radiotherapy in Head and Neck Patients from CT-Based Radiomics and Pre-treatment Data”, The 21st International Conference on Computational Science and its Applications, University of Cagliari,13-16 September 2021 (remote presentation by Natália Alves)
2021/08 Carrasqueira, Pedro, Humberto Rocha, Joana Dias (2021) “An automated treatment planning strategy for highly noncoplanar radiotherapy arc trajectories”, The 22nd Conference of the International Federation of Operational Research Societies IFORS 2021 Virtual, Seoul, Korea, 23 - 27 August, 2021 (presented by Pedro Carrasqueira)
2021/07 Rocha, Humberto and Joana Dias (2021) “Selection of Beam Directions for Prostate Cancer Treated with Intensity Modulated Proton Therapy using a Randomized Direct-Search Method”, 31st European Conference on Operational Research, 11-14 July 2021, Athens, Greece (hybrid format, presented by Humberto Rocha)
2021/07 Dias, Joana, Humberto Rocha, Tiago Ventura, Brígida Ferreira e Maria do Carmo Lopes (2021) “Clinical Validation of a Graphical Method for Radiation Therapy Plan Quality Assessment: elicitation of preferences using linear programming”, 31st European Conference on Operational Research, 11-14 July 2021, Athens, Greece (hybrid format)
2021/07 Caçador, Sandra, Pedro Godinho, Joana Dias (2021) “Robust Parametric Portfolio Choices”, 31st European Conference on Operational Research, 11-14 July 2021, Athens, Greece (hybrid format, presented by Sandra Caçador)
2021/07 Dias, Joana (2021) “Operations Research and Medical Physics: A Match Made in Heaven”, Fast and furious: lightning talks in the Practice of OR Stream, 31st European Conference on Operational Research, 11-14 July 2021, Athens, Greece (hybrid format) Invited Presentation
2021/07 Rocha, Humberto and Joana Dias (2021), “A Randomized Direct-Search Approach for Beam Angle Optimization in Intensity-Modulated Proton Therapy”, The 21st International Conference on Computational Science and its Applications, University of Cagliari, 13-16 September 2021 (remote presentation by Humberto Rocha)
2021/07 Monnerat, Filipe, Joana Dias, Maria João Alves (2021) “Resource Assignment Problem for Fleet Management Considering Outsourcing: Modelling and a Decomposition Approach”, The 21st International Conference on Computational Science and its Applications, University of Cagliari,13-16 September 2021 (remote presentation by Filipe Monnerat)
2020/07 Joana Dias, Godinho P., Torres P. (2020) “Machine Learning for Customer Churn Prediction in Retail Banking”. 20th International Conference on Computational Science and its Applications (ICCSA2020) – Remote Conference, 1 – 4 July 2020 (presented by Pedro Godinho)
2020/07 Rocha H., Joana Dias, Carrasqueira P., Ventura T., Ferreira B., Lopes M..C. (2020) “Comparison of Different Strategies for Arc Therapy Optimization”. 20th International Conference on Computational Science and its Applications (ICCSA2020) – Remote Conference, 1 – 4 July 2020 (presented by Humberto Rocha)
2020/07 Nelas J., Joana Dias (2020) “Locating Emergency Vehicles: Robust Optimization Approaches”. 20th International Conference on Computational Science and its Applications (ICCSA2020) – Remote Conference, 1 – 4 July 2020
2019 Ventura T., M. C. Lopes, H. Rocha, B. Ferreira B., Joana Dias (2019) Advantage of Beam Angle Optimization in Head-and-Neck IMRT: Patient Specific Analysis. XV Mediterranean Conference on Medical and Biological Engineering and Computing – MEDICON 2019, Coimbra, Portugal, 26-28 September 2019
2019 Ferreira, B., Joana Dias, A. Gomes, P. Mavroidis, H. Rocha (2020) Dose-Response to Different Radiochemotherapy Regimens in Locally Advanced Pancreatic Cancer. XV Mediterranean Conference on Medical and Biological Engineering and Computing – MEDICON 2019, Coimbra, Portugal, 26-28 September 2019
2019 Rocha, H., Joana Dias, T. Ventura, B. Ferreira. M.C. Lopes (2020) Optimization of Highly Noncoplanar Arc Therapy Trajectories: A Dosimetric Approach. XV Mediterranean Conference on Medical and Biological Engineering and Computing – MEDICON 2019, Coimbra, Portugal, 26-28 September 2019
2019 Nelas, José, Joana Dias (2019), “Optimal Emergency Vehicle Location with uncertainty, hierarchy and substitutability”, ORAHS 2019, Conference of the European Working Group on Operations Research Applied to Healthcare Services, Karlsruhe, Germany, 28 July- 2 August (presented by José Nelas).
2019 Dias, Joana, Humberto Rocha, Tiago Ventura, Brígida Ferreira and Maria do Carmo Lopes (2019) “Optimization meets Medical Physics: planning radiotherapy treatments with BAO approaches”, ORAHS 2019, Conference of the European Working Group on Operations Research Applied to Healthcare Services, Karlsruhe, Germany, 28 July-2 August 2019.
2019 Dias, Joana, Humberto Rocha, Tiago Ventura, Brígida Ferreira e Maria do Carmo Lopes (2019) “Optimização Angular no planeamento de tratamentos de radioterapia: a importância da escolha da função objectivo”, XX Congresso da Associação Portuguesa de Investigação Operacional, Tomar, Portugal, 22-24 July 2019.
2019 Dias, Joana and Humberto Rocha (2019) “Forecasting Wheat Prices based on Past Behavior: comparison of different modelling approaches”, 19th International Conference on Computational Science and its Applications (ICCSA2019), St. Petersburg, Russia, 1 to 4 July 2019.
2019 Marques, Maria do Céu, Joana Dias (2019), “Dynamic Facility Location Problem with Stochastic Setup Times”, 19th International Conference on Computational Science and its Applications (ICCSA2019), St. Petersburg, Russia, 1 to 4 July 2019. (presented by Maria do Céu Marques).
2019 Rocha, Humberto, Joana Dias, Tiago Ventura, Brígida Costa Ferreira, Maria do Carmo Lopes (2019) “An Optimization Approach For Noncoplanar Intensity-Modulated Arc Therapy Trajectories”, 19th International Conference on Computational Science and its Applications (ICCSA2019), St. Petersburg, Russia, 1 to 4 July 2019 (presentedby Humberto Rocha).
2019 Nelas, José and Joana Dias (2019) “Optimal Emergency Vehicle Location with uncertainty, hierarchy and substitutability”, XXV EUROWorking Group on Locational Analysis Meeting 2019, Brussels, Belgium, 5-7 June.
2019 Dias, Joana and H. Rocha (2019) “Forecasting harvests for agricultural commodities”, 2nd conference of the EURO Working Group on the Practice of Operations Research, Operations Research meets Machine Learning: how to get the most of both worlds to achieve excellent decision support system, Bologna, Italy, 11-12 March,2019
2019 Nelas, José and Joana Dias (2019) “Emergency Vehicle Location Model considering uncertainty and the hierarchical structure of the resources”, The IX International Workshop on Locational Analysis and Related Problems, Cádiz, Spain, 30 January – 1 February, 2019
2018 José Nelas and Joana Dias (2018), “Localização ótima de ambulâncias: uma abordagem tendo em conta hierarquia e substituibilidade de recursos”, XIX Congresso da Associação Portuguesa de Investigação Operacional, Aveiro, Portugal, 5-7 September, 2018,presented by José Nelas
2018 Filipe Monnerat, Maria João Alves and Joana Dias (2018), “Afetação de veículos e motoristas na gestão de viagens de serviço numa Universidade Brasileira”, XIX Congresso da Associação Portuguesa de Investigação Operacional, Aveiro, Portugal, 5-7 September, 2018,presented by Filipe Monnerat
2018 Maria do Céu Marques and Joana Dias (2018), “ Dynamic Facility Location Problem under Uncertainty: an extension to stochastic setup times”, XIX Congresso da Associação Portuguesa de Investigação Operacional, Aveiro, Portugal, 5-7 September, 2018, presented by Maria do Céu Marques
2018 Humberto Rocha, Joana Dias, Tiago Ventura, Brígida Ferreira and Maria do Carmo Lopes (2018), “Optimização Angular no Planeamento de Tratamentos de Radioterapia: a importância da escolha da função objectivo na exploração do espaço de soluções”, XIX Congresso da Associação Portuguesa de Investigação Operacional, Aveiro, Portugal, 5-7 September, 2018
2018 Caçador, S., Godinho, P., Joana Dias (2018), "Robust portfolio optimization with minimax regret: a new model and a new methodology for calculating relative-robust solutions”, XIX Congresso da Associação Portuguesa de Investigação Operacional, Aveiro, Portugal, 5-7 September, 2018, presented by S. Caçador.
2018 Caçador, S., Godinho, P., Joana Dias (2018), "A robust portfolio optimization model based on minimax regret", 29th European Conference on Operational Research (EURO2018), Valencia, Spain, 8th - 11th July, 2018 (presented by Sandra Caçador)
2018 Rocha H., Joana Dias, Ventura T., Ferreira B., do Carmo Lopes M. (2018) “Beam angle optimization in IMRT: are we really optimizing what matters?”, 29th European Conference on Operational Research (EURO2018), Valencia, Spain, 8th - 11th July, 2018
2018 Rocha H., Joana Dias, Ventura T., Ferreira B., do Carmo Lopes M. (2018) “Comparison of Combinatorial and Continuous Frameworks for the Beam Angle Optimization Problem in IMRT”, The 18th International Conference on Computational Science and Its Applications (ICCSA 2018), 2-5 July, Melbourbe, Australia (presented by Humberto Rocha)
2018 Ferreira B., P. Mavroidis, Joana Dias, H. Rocha (2018) “Incorporating the Local Biological Effect of Dose Per Fraction in IMRT Inverse Optimization”. World Congress on Medical Physics and Biomedical Engineering, 3-8 June, Prague, Check Republic (presented by Brígida Ferreira)
2017 Dias, Joana, H. Rocha, T. Ventura, B. C. Ferreira, M. C. Lopes (2017) “Multiobjective IMRT Treatment Planning: approximating the non-dominated set using a fuzzy inference based heuristic”, The International Conference on Multiple Objective Programming and Goal Programming, 30-31 October, Metz, France.
2017 Dias, Joana, (2017) "Uncertainty in building times: identifying critical facilities in a dynamic location problem”, VIII International Workshop on Locational Analysis and Related Problems 2017, 27-29 September, Segóvia, Spain
2017 Dias, Joana, H. Rocha, T. Ventura, B. C. Ferreira, M. C. Lopes (2017) “A Heuristic based on Fuzzy Inference Systems for Multiobjective IMRT Treatment Planning” Third International Conference on Machine learning, Optimization, and big Data – MOD2017, 14-17 September, Volterra, Italy.
2017 Rocha, H., Joana Dias (2017) “Honey Yield Forecast Using Radial Basis Functions”, The Third International Conference on Machine learning, Optimization, and big Data – MOD2017, 14-17 September, Volterra, Italy.
2017 Dias, Joana (2017) “Dynamic Location Problems under Uncertainty: deciding when to start building new facilities”, International Symposium On Locational Decisions (ISOLDE) XIV, 9-14 July, Toronto, Canada
2017 Dias, Joana, Humberto Rocha, Tiago Ventura, Brígida Costa Ferreira, Maria do Carmo Lopes (2017) “Multicriteria approach for IMRT treatment planning based on fuzzy inference systems”, 21st Conference of the International Federation of Operational Research Societies, 17-21 July, Quebec City, Canada
2017 Dias, Joana, Humberto Rocha, Tiago Ventura, Brígida Costa Ferreira, Maria do Carmo Lopes (2017) “A Global Score-Driven Beam Angle Optimization in IMRT”, The 17th International Conference on Computational Science and Its Applications (ICCSA 2017), 3-6 July, Trieste, Italy (presented by Humberto Rocha)
2017 Rocha, Humberto, Joana Dias, Tiago Ventura, Brígida Costa Ferreira, Maria do Carmo Lopes (2017) “Automated Radiotherapy Treatment Planning Using Fuzzy Inference Systems”, The 17th International Conference on Computational Science and Its Applications (ICCSA 2017), 3-6 July, Trieste, Italy (presented by Humberto Rocha)
2016 Anacleto, Ana, , Joana Dias (2016) “Prediction in Radiotherapy Treatments: Current Trends” HCist - International Conference on Health and Social Care Information Systems and Technologies, 5-6 October, Porto, Portugal
2016 Rocha, Humberto, Joana Dias, Tiago Ventura, Brígida Costa Ferreira, Maria do Carmo Lopes (2016) “On the beam angle optimization problem in IMRT: combinatorial vs continuous optimization” XIII Global Optimization Workshop GOW’16, 4-8 Setembro, Braga, Portugal (presented by Humberto Rocha)
2016 Leal, Fátima, Joana Dias, Benedita Malheiro, Juan Carlos Burguillo (2016) “Analysis and Visualisation of Crowd-sourced Tourism Data”, Ninth International C* Conference on Computer Science & Software Engineering (C3S2E), 20-22 July, Porto, Portugal (presented by Fátima Leal)
2016 Rocha, Humberto, Joana Dias, Brígida Costa Ferreira, Maria do Carmo Lopes (2016) “An Accelerated Multistart Derivative-Free Framework for the Beam Angle Optimization Problem in IMRT?” The 16th International Conference on Computational Science and Its Applications (ICCSA 2016), 4-7 Julho, Beijing, China (presented by Humberto Rocha)
2016 Ventura, Tiago, Humberto Rocha, Brígida Ferreira, Leila Khouri, Joana Dias, Maria do Carmo Lopes (2016) “Dose plan assessment of coplanar and non-coplanar beam angle optimization algorithms”, Poster Presentation, ESTRO 35, 29 April – 3 May, Turin, Italy (presented by Tiago Ventura)
2016 Soares, Inês, Joana Dias, Humberto Rocha, Leila Khouri, Maria do Carmo Lopes, Brígida Ferreira (2016) “Semi-supervised Self-training Approaches in Small and Unbalanced Datasets: Application to Xerostomia Radiation Side-Effect” MEDICON 2016, XIV Mediterranean Conference on Medical and Biological Engineering and Computing, 31 March – 2 April, Paphos, Chipre (presented by Inês Soares)
2016 Soares, Inês, Joana Dias, Humberto Rocha, Maria do Carmo Lopes, Brígida Ferreira (2016) “Feature Selection in Small Databases: A Medical-Case Study” MEDICON 2016, XIV Mediterranean Conference on Medical and Biological Engineering and Computing, 31 March – 2 April, Paphos, Chipre, (presented by Inês Soares)
2015 Dias, Joana, Humberto Rocha, Tiago Ventura, Brígida Costa Ferreira, Maria do Carmo Lopes (2015) “Automated Iterative Non-Linear Optimization for IMRT Fluence Map Optimization”, 27th European Conference on Operational Research, Glasgow, United Kingdom, University of Strathclyde, 12-15 July 2015
2015 Dias, Joana (2015) “Teaching OR to Undergraduate Management Students: the role of Gamification”, 27th European Conference on Operational Research, Glasgow, United Kingdom, University of Strathclyde, 12-15 July 2015
2015 Dias, Joana, Humberto Rocha, Tiago Ventura, Brígida Costa Ferreira, Maria do Carmo Lopes (2015) “Fluence Map Non-Linear Continuous Optimization for IMRT Treatment Planning”, 13th EUROPT Workshop on Advances in Continuous Optimization, Edinburgh, United Kingdom, 8-10 July 2015
2015 Rocha, Humberto, Joana Dias, Brígida Costa Ferreira, Maria do Carmo Lopes (2015) “Does Beam Angle Optimization Really Matter for Intensity-Modulated Radiation Therapy?” Computational Science and Its Applications, ICCSA 2015, University of Calgary, Banff, Canada - June 22-June 25 (presented by Humberto Rocha)
2015 Sandrina Filipe, Pedro Godinho and Joana Dias (2015) “The impact of a crisis in a Cost-Benefit Analysis: What has changed in the Douro Interior Sub-Concession Economic Evaluation?”, Workshop on Assessment Methodologies – energy, mobility and other real world applications, June 19, 2015 Coimbra, Portugal (presented by Sandrina Filipe)
2015 Rocha, H., Joana Dias, B. C. Ferreira, M. C. Lopes (2015) “Noncoplanar beam angle optimization in IMRT treatment planning using pattern search methods”, Euro Mini-Conference on Improving Healthcare: new challenges, new approaches, 30 March to 1 April 2015, Coimbra, Portugal (presented by Humberto Rocha)
2015 Soares, Inês, Joana Dias, H. Rocha, L. Khouri, M. C. Lopes, B. Ferreira (2015) “Predicting Xerostomia after IMRT treatments: A data mining approach” Euro Mini-Conference on Improving Healthcare: new challenges, new approaches, 30 March to 1 April 2015, Coimbra, Portugal (presented by Inês Soares)
2014 Godinho, Pedro, Joana Dias (2014) “A Two-Player Simultaneous Store Location Game with Client Choice based on a Gravitational Model”, UECE Lisbon Meetings, Game Theory and Applications, 6-8 November, Lisbon, Portugal (presented by Pedro Godinho)
2014 Dias, Joana, Humberto Rocha, Brígida Costa Ferreira, Maria do Carmo Lopes (2014) “IMRT Beam Angle Optimization using Differential Evolution”, 2014 IEEE International Conference on Bioinformatics and Biomedicine, Workshop on Computational Intelligence for Biomedicine and Bioinformatics, Belfast 2-5 November 2014
2014 Soares, Inês, Joana Dias, Humberto Rocha, Maria do Carmo Lopes, Brígida Ferreira (2014) “Predicting Xerostomia induced by IMRT treatments: a logistic regression approach”, 2014 IEEE International Conference on Bioinformatics and Biomedicine, International Workshop on Biomedical and Health Informatics, Belfast 2-5 November 2014 (presented by Inês Soares)
2014 Dias, Joana, H. Rocha, B. C. Ferreira, M. C. Lopes (2014) “ Simulated annealing applied to IMRT beam angle optimization: A computational study”, 8th European Conference on Medical Physics, Athens, Greece, September 2014.
2014 Rocha, H., Joana Dias, B. C. Ferreira, M. C. Lopes (2014) “Noncoplanar beam angle optimization in IMRT treatment planning using derivative-free algorithms”, 8th European Conference on Medical Physics, Athens, Greece, September 2014 (E-Poster, presented by Humberto Rocha – Best paper presentation award).
2014 Rocha, H., Joana Dias, B. C. Ferreira, M. C. Lopes (2014) “A two-stage programming approach to fluence map optimization for intensity- modulated radiation therapy treatment planning”, 6th European Conference of the International Federation for Medical and Biological Engineering (MBEC 2014), Dubrovnik, Croatia, September 2014 (presented by Humberto Rocha).
2014 Dias, Joana, H. Rocha, B. C. Ferreira, M. C. Lopes (2014) “IMRT Inverse Planning using Simulated Annealing”, 6th European Conference of the International Federation for Medical and Biological Engineering (MBEC 2014), Dubrovnik, Croatia, September 2014.
2014 Dias, Joana (2014) “Dynamic plant location problems under uncertainty: how should we assess the quality of a solution?” LOT (Logistics, Optimization and Transportation) 2014, Molde, Norway, September 2014
2014 Dias, Joana, H. Rocha, B. C. Ferreira, M. C. Lopes (2014) “A Simulated Annealing Approach Using a DDS-based neighborhood for IMRT Beam Angle Optimization” 20th Conference of the International Federation of Operational Research Societies IFORS 2014, Barcelona, Spain, 13-18 July 2014
2014 Dias, Joana, Maria do Céu Marques (2014) “A Multiobjective Approach for a Dynamic Simple Plant Location Problem under Uncertainty” Computational Science and Its Applications (ICCSA 2014), Guimarães, Portugal, 30 June – 3 July 2014
2014 Dias, Joana, Humberto Rocha, Brígida Costa Ferreira, Maria do Carmo Lopes (2014) “IMRT Beam Angle Optimization Using DDS with a Cross-Validation Approach for Configuration Selection” Computational Science and Its Applications (ICCSA 2014), Guimarães, Portugal, 30 June – 3 July 2014
2014 Rocha, Humberto, Joana Dias, Brígida Costa Ferreira, Maria do Carmo Lopes (2014) “IMRT Beam Angle Optimization Using Non-descent Pattern Search Methods” Computational Science and Its Applications (ICCSA 2014), Guimarães, Portugal, 30 June – 3 July 2014 (presented by Humberto Rocha)
2014 Rocha, Humberto, Ana Maria A.C. Rocha, Joana Dias, Brígida Costa Ferreira, Maria do Carmo Lopes (2014) “IMRT Beam Angle Optimization Using Electromagnetism-Like Algorithm” Computational Science and Its Applications (ICCSA 2014), Guimarães, Portugal, 30 June – 3 July 2014 (presented by Humberto Rocha)
2014 Dias, Joana (2014) “Deciding when to build instead of when to open: a simulation approach to a dynamic location problem under uncertainty” XIII Isolde, 16-20 June, Naples-Capri, Italy
2014 Marques, Maria do Céu, Joana Dias (2014) “Dynamic location problem under uncertainty with a regret based measure of robustness” XIII Isolde, 16-20 June, Naples-Capri, Italy (presented by Maria do Céu Marques)
2014 Rocha, Humberto, Joana Dias, Brígida Costa Ferreira, Maria do Carmo Lopes (2014) “IMRT beam angle optimization using a physics-guided derivative-free algorithm”, XXX EURO mini Conference “Optimization in the Natural Sciences”, February 5–9, Aveiro, Portugal (presented by Humberto Rocha)
2013 Dias, Joana, Humberto Rocha, Brígida Costa Ferreira, Maria do Carmo Lopes (2013) “IMRT Beam Angle Optimization Using Dynamically Dimensioned Search”, IFMBE International Conference on Health Informatics, 7-9 November 2013, Vilamoura, Portugal
2013 Dias, Joana, Rupa Jaganathan, Sanja Petrovic (2013) “Determining the number of beams in 3D conformal radiotherapy: a classification approach”, HCIST 2013 - International Conference on Health and Social Care Information Systems and Technologies, 23-25 October 2013, Lisbon, Portugal
2013 Rocha, Humberto, Joana Dias, Brígida Costa Ferreira, Maria do Carmo Lopes (2013) “On the Global Optimization of the Beam Angle Optimization Problem in Intensity-Modulated Radiation Therapy” XIII Mediterranean Conference on Medical and Biological Engineering and Computing 2013, 25-28 September Sevilla, Spain (presented by Humberto Rocha)
2013 Rocha, Humberto, Joana Dias, Brígida Costa Ferreira, Maria do Carmo Lopes (2013) “On the Use of A Priori Knowledge in Pattern Search Methods: Application to Beam Angle Optimization for Intensity-Modulated Radiation Therapy” The 13th International Conference on Computational Science and Its Applications (ICCSA 2013), June 24-27, Vietnam (presented by Humberto Rocha)
2013 Humberto Rocha, Joana Dias, Brígida Ferreira, Maria do Carmo Lopes (2013) “Otimização angular no planeamento inverso de tratamentos de IMRT: uma abordagem usando algoritmos sem derivadas”, IO 2013, XVI Congresso da Associação Portuguesa de Investigação Operacional, 3-5 Junho 2013, Bragança, Portugal (presented by Humberto Rocha)
2013 Maria do Céu Marques, Joana Dias (2013) “Dynamic location problem with uncertainty: a branch&bound approach”, IO 2013, XVI Congresso da Associação Portuguesa de Investigação Operacional, 3-5 Junho 2013, Bragança, Portugal (presented by Maria do Céu Marques)
2013 Marques, Maria do Céu and Joana Dias (2013) “A branch and bound procedure based on a primal-dual heuristic for a dynamic location problem with uncertainty” EWGLA XX, Euro Working Group on Locational Analysis, 17-19 April 2013, Ankara, Turkey (presented by Maria do Céu Marques)
2013 H. Rocha, J. Dias, B. C. Ferreira, e M. C. Lopes “Beam angle optimization using derivative-free algorithms incorporating beam's-eye-view dose metrics” Radiotherapy & Oncology 106, Supp. 2, pp. S226, March 2013. Poster discussion (M. C. Lopes) at the 2nd ESTRO Forum, Geneva, Switzerland, April 2013
2012 Dias, Joana, H. Rocha (2012) “A two-stage genetic algorithm for IMRT beam angle optimization”, International Symposium on Combinatorial Optimization 2012, 17–19 September 2012,University of Oxford, UK
2012 Dias, Joana, H. Rocha (2012) “A genetic algorithm with neural network fitness function evaluation for IMRT beam angle optimization”, The 2012 Mini EURO Conference on Computational Biology, Bioinformatics and Medicine, University of Nottingham, 13th-15th September 2012
2012 Dias, Joana, H. Rocha (2012) “Using neural networks to map beam angles into intensity objective function values in IMRT optimization problems”, 25th European Conference on Operational Research (EURO2012), 8-11 July, Vilnius, Lithuania
2012 H. Rocha, J. Dias, B. C. Ferreira, and M. C. Lopes (2012) “Incorporating Radial Basis Functions in Pattern Search Methods: Application to Beam Angle Optimization in Radiotherapy Treatment Planning”, The 12th International Conference on Computational Science and Its Applications (ICCSA 2012), June 18-21, Salvador de Bahia, Brazil (presented by Humberto Rocha)
2012 Dias, Joana (2012) “Can we really ignore time in simple plant location problems?”, ECCO XXV, 25th Conference of European Chapter on Combinatorial Optimization, April 26-28, Antalya, Turkey
2012 Marques, Maria do Céu and Joana Dias (2012) “Simple dynamic location problem with uncertainty: a primal-dual heuristic approach” ECCO XXV, 25th Conference of European Chapter on Combinatorial Optimization, April 26-28, Antalya, Turkey (presented by Maria do Céu Marques)
2012 Rocha, Humberto, Joana Dias, Brígida Costa Ferreira, Maria do Carmo Lopes (2012) “Beam Angle Optimization in IMRT using Pattern Search Methods: Initial Mesh-Size Considerations”, 1st International Conference on Operations Research and Enterprise Systems, 4-6 Fevereiro 2012, Vilamoura, Algarve (presented by Humberto Rocha)
2012 Godinho, P., Dias, J. (2012) “A Two-Player Model for the Simultaneous Location of Franchising Services with Preferential Rights”, 1st International Conference on Operations Research and Enterprise Systems, 4-6 Fevereiro 2012, Vilamoura, Algarve
2012 Mendes, Luís, J. Dias, P. Godinho (2012) “Bi-level Clustering in Telecommunication Fraud”, 1st International Conference on Operations Research and Enterprise Systems, 4-6 Fevereiro 2012, Vilamoura, Algarve
2011 H. Rocha, J. Dias, B. C. Ferreira, and M. C. Lopes (2011) “Influence of Sampling in Radiation Therapy Treatment Design”, The 11th International Conference on Computational Science and Its Applications (ICCSA 2011), June 20-23, 2011, , Santander, Spain (presented by Humberto Rocha)
2011 Godinho, P., Dias, J. (2011) “Um sistema de apoio a decisões de construção de infra-estruturas rodoviárias ” CISTI'2011 - 6ª Conferência Ibérica de Sistemas e Tecnologias de Informação, 15-18 June, Chaves (presented by Pedro Godinho)
2011 Rocha, Humberto, Joana Dias, Brígida Costa Ferreira, Maria do Carmo Lopes (2011) “On the transition from fluence map optimization to fluence map delivery in intensity modulated radiation therapy treatment planning” VII ALIO–EURO, Workshop on Applied Combinatorial Optimization, Porto, Portugal, May 4–6, 2011 (presented by Humberto Rocha)
2011 Rocha, Humberto, Joana Dias, Brígida Costa Ferreira, Maria do Carmo Lopes (2011) “Beam Angle Optimization using Derivative-Free Algorithms” 11th Biennial on Physics & Radiation Technology For Clinical Radiotherapy, 8-12 May 2011 – London, UK (presented by Humberto Rocha)
2011 Dias, Joana, Pedro Godinho (2011) “Some thoughts about the simultaneous location of franchising services with a preferential investor”, IO2011, 15º Congresso da Associação Portuguesa de Investigação Operacional, 18-20 April, Coimbra

Júri de grau académico

Tema
Tipo de participação
Nome do candidato (Tipo de grau)
Instituição / Organização
2021/11 Ana Sofia Fonseca de Carvalho, “Optimization approaches to the ambulance dispatching and relocation problem”, Provas de Doutoramento em Estatística e Investigação Operacional, Faculdade de Ciências da Universidade de Lisboa, 24 de Novembro de 2021, na qualidade de arguente.
Arguente principal
Ana Sofia Fonseca de Carvalho (Doutoramento)
2021 Rens van Haveren, “Automatic Configuration of Fast Automated Multi-Objective Treatment Planning in Radiotherapy”, PhD in Radiation Oncology, Erasmus University Rotterdam, 28 de Maio de 2021, na qualidade de arguente.
Arguente principal
Rens van Haveren (Doutoramento)
Erasmus Universiteit Rotterdam, Países Baixos
2019/03/26 Carlos José Lúcio Martins, “Redesign of a sustainable food bank supply chain”, Provas de Doutoramento em Matemática Aplicada à Economia e à Gestão, Instituto Superior de Economia e Gestão, 26 de Março de 2019, na qualidade de arguente.
Arguente principal
Carlos José Lúcio Martins (Doutoramento)
ISEG Lisbon School of Economics and Management, Portugal
2017/11/28 Telmo Manuel Sampaio Pinto de Matos, “Ramp for capacitated facility location problems”, Provas de Doutoramento em Engenharia e Gestão Industrial, Faculdade de Engenharia da Universidade do Porto, 28 de Novembro de 2017, na qualidade de arguente.
Arguente principal
Telmo Manuel Sampaio Pinto de Matos (Doutoramento)
Universidade do Porto, Portugal
2013/01/22 Rupa Jagannathan, “A Case-based Reasoning System for Radiotherapy Treatment Planning for Brain Cancer”, PhD in Computer Science, University of Nottingham, 22 de Janeiro de 2013, na qualidade de arguente.
Arguente principal
Rupa Jagannatha (Doutoramento)
University of Nottingham, Reino Unido