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Identificação

Identificação pessoal

Nome completo
José Luís Cabral de Moura Borges

Nomes de citação

  • Borges, José

Identificadores de autor

Ciência ID
1314-C3DA-64DC
ORCID iD
0000-0001-9946-5614
Formação
Grau Classificação
2001
Concluído
 Ph.D. Computer Science (Doutoramento)
University of London, Reino Unido
"A Data Mining Model to Capture User Web Navigation Patterns" (TESE/DISSERTAÇÃO)
Percurso profissional

Ciência

Categoria Profissional
Instituição de acolhimento 		Empregador
2010 - Atual Investigador (Investigação) Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento 		Empregador
2018/03/21 - Atual Professor Associado (Docente Universitário) Universidade do Porto Faculdade de Engenharia, Portugal
2016 - 2018 Professor Auxiliar (Docente Universitário) Universidade do Porto, Portugal
2013 - 2016 Professor Auxiliar (Docente Universitário) Universidade do Porto Faculdade de Engenharia, Portugal
Projetos

Bolsa

Designação Financiadores
2010/04 - 2012/09 An integrated framework for operating room capacity planning and scheduling
102681
Provided by PTCRIS: 102681
 Fundação para a Ciência e a Tecnologia, I.P.
2005/06 - 2008/11 site-o-matic: Web site automation
Provided by PTCRIS: 58367
58367
 Fundação para a Ciência e a Tecnologia, I.P.
Produções

Publicações

Artigo em conferência
  1. Correia, R; Fontes, T; Borges, JL. "Forecasting of Urban Public Transport Demand Based on Weather Conditions". 2021.
    10.1007/978-3-030-61075-3_8
  2. Ribeiro, J; Fontes, T; Soares, C; Borges, JL. "Process discovery on geolocation data". 2020.
    10.1016/j.trpro.2020.03.086
  3. Ribeiro, J; Fontes, T; Soares, C; Borges, JL. "Accessibility as an indicator to estimate social exclusion in public transport". 2020.
    10.1016/j.trpro.2021.01.019
  4. Costa, V; Fontes, T; Borges, JL; Dias, TG. "Prediction of Journey Destination for Travelers of Urban Public Transport: A Comparison Model Study". 2019.
    10.1007/978-3-030-14757-0_9
  5. Ferreira, MC; Fontes, T; Costa, V; Dias, TG; Borges, JL; Falcao e Cunha, JFE. "Evaluation of an integrated mobile payment, route planner and social network solution for public transport". 2017.
    10.1016/j.trpro.2017.05.107
  6. Sobral, T; Galvao, T; Borges, J. "Semantic integration of urban mobility data for supporting visualization". 2017.
    10.1016/j.trpro.2017.05.106
  7. Sobral, T; Galvao, T; Borges, J. "VUMO: Towards an Ontology of Urban Mobility Events for Supporting Semi-Automatic Visualization Tools". 2016.
    10.1109/itsc.2016.7795787
  8. Costa, PM; Fontes, T; Nunes, AA; Ferreira, MC; Costa, V; Dias, TG; Borges, JL; Falcao e Cunha, JFE. "Application of collaborative information exchange in urban public transport: the Seamless Mobility solution". 2016.
    10.1016/j.trpro.2016.05.191
  9. Sobral, T; Costa, V; Borges, J; Fontes, T; Galvao, T. "OBAVUM: An Ontology-based Approach to Visualizing Urban Mobility Data". 2016.
    10.1109/icbda.2016.7509825
  10. Antoncic, B; Antoncic, JA; Gantar, M; Hisrich, RD; Marks, LJ; Bachkirov, AA; Li, Z; et al. "Risk-taking propensity and entrepreneurship: The role of power distance in six countries". 2016.
    10.5465/ambpp.2016.59
  11. Sobral, T; Dias, TG; Borges, JL. "Towards a Conceptual Framework for Classifying Visualisations of Data from Urban Mobility Services". 2015.
    10.1007/978-3-319-14980-6_18
  12. Gomes, C; Almada Lobo, B; Borges, J; Soares, C. "Integrating data mining and optimization techniques on surgery scheduling". 2012.
    10.1007/978-3-642-35527-1_49
  13. Gomes, C; Sperandio, F; Borges, J; Almada Lobo, B; Brito, A. "A Decision Support System for Surgery Theatre Scheduling Problems". 2011.
    10.1007/978-3-642-24352-3_23
Artigo em revista
  1. Borges, J. "VisAC: An interactive tool for visual analysis of consanguinity in the ancestry of individuals". INFORMATION VISUALIZATION (2022):
    10.1177/14738716221096383
  2. Oliveira, EE; Migueis, VL; Borges, JL. "Understanding Overlap in Automatic Root Cause Analysis in Manufacturing Using Causal Inference". IEEE ACCESS (2022):
    10.1109/access.2021.3139199
  3. Oliveira, EE; Migueis, VL; Borges, JL. "Automatic root cause analysis in manufacturing: an overview & conceptualization". JOURNAL OF INTELLIGENT MANUFACTURING (2022):
    10.1007/s10845-022-01914-3
  4. Sobral, T; Galvao, T; Borges, J. "Knowledge-Assisted Visualization of Multi-Level Origin-Destination Flows Using Ontologies". IEEE Transactions on Intelligent Transportation Systems (2021):
    10.1109/tits.2021.3056228
  5. Oliveira, EE; Migueis, VL; Borges, JL. "On the influence of overlap in automatic root cause analysis in manufacturing". INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2021):
    10.1080/00207543.2021.1992680
  6. Fontes, T; Correia, R; Ribeiro, J; Borges, JL. "A Deep Learning Approach for Predicting Bus Passenger Demand Based on Weather Conditions". Transport and Telecommunication (2020):
    10.2478/ttj-2020-0020
  7. Sobral, T; Galvao, T; Borges, J. "An Ontology-based approach to Knowledge-assisted Integration and Visualization of Urban Mobility Data". EXPERT SYSTEMS WITH APPLICATIONS (2020):
    10.1016/j.eswa.2020.113260
  8. Thiago Sobral; Teresa Galvao; José Luís Moura Borges. "Visualization of Urban Mobility Data from Intelligent Transportation Systems". Sensors (2019): http://www.mdpi.com/1424-8220/19/2/332.
    10.3390/s19020332
  9. Borges, J. "A contextual family tree visualization design". INFORMATION VISUALIZATION (2019):
    10.1177/1473871619845095
  10. Sousa, ACCd; Oliveira, CABd; Borges, JLCM. "Utilização do sucesso acadêmico para prever o abandono escolar de estudantes do ensino superior: um caso de estudo". Educação e Pesquisa (2018):
    10.1590/s1678-4634201844180590
  11. Antoncic, JA; Antoncic, B; Gantar, M; Hisrich, RD; Marks, LJ; Bachkirov, AA; Li, ZY; et al. "Risk-Taking Propensity and Entrepreneurship: The Role of Power Distance". JOURNAL OF ENTERPRISING CULTURE (2018):
    10.1142/s0218495818500012
  12. Real, AC; Borges, J; Oliveira, CB. "ESTIMATION OF DAILY MEAN TEMPERATURES: AN ACCURATE METHOD FOR THE DOURO VALLEY". CIENCIA E TECNICA VITIVINICOLA (2018):
    10.1051/ctv/20183302167
  13. Dias, TG; Borges, J. "A new algorithm to create balanced teams promoting more diversity". European Journal of Engineering Education (2017): https://www.authenticus.pt/P-00M-FNH.
    10.1080/03043797.2017.1296411
  14. Polzin, P; Borges, J; Coelho, A. "Applying an Extended Kernel Density 4-Step Floating Catchment Area Method to Identify Priority Districts to Promote New Publicly Financed Supply of Gastroenterology Exams". Journal of Management and Sustainability (2017): https://www.authenticus.pt/P-00M-D16.
    10.5539/jms.v7n1p1
  15. Real, AC; Borges, J; Cabral, JS; Jones, GV. "A climatology of Vintage Port quality". INTERNATIONAL JOURNAL OF CLIMATOLOGY (2017): https://www.authenticus.pt/P-00M-DEP.
    10.1002/joc.4953
  16. Migueis, VL; Camanho, AS; Borges, J. "Predicting direct marketing response in banking: comparison of class imbalance methods". SERVICE BUSINESS (2017):
    10.1007/s11628-016-0332-3
  17. Polzin, P; Borges, J; Coelho, A. "A decision support method to identify target geographic markets for health care providers". PAPERS IN REGIONAL SCIENCE (2016): https://www.authenticus.pt/P-00G-MSP.
    10.1111/pirs.12167
  18. Real, AC; Borges, J; Sarsfield Cabral, JS; Jones, GV. "Partitioning the grapevine growing season in the Douro Valley of Portugal: accumulated heat better than calendar dates". INTERNATIONAL JOURNAL OF BIOMETEOROLOGY (2015): https://www.authenticus.pt/P-00F-ZK6.
    10.1007/s00484-014-0918-1
  19. Suresh Shirgave; Prakash Kulkarni; José Borges. "Semantically Enriched Variable Length Markov Chain Model for Analysis of User Web Navigation Sessions". Int. J. Info. Tech. Dec. Mak. 13 04 (2014): 721-753. http://dx.doi.org/10.1142/s0219622014500643.
    10.1142/s0219622014500643
  20. Sperandio, F; Gomes, C; Borges, J; Brito, AC; Almada Lobo, B. "An Intelligent Decision Support System for the Operating Theater: A Case Study". IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING (2014): https://www.authenticus.pt/P-008-WCK.
    10.1109/tase.2012.2225047
  21. Polzin, P; Borges, J; Coelho, A. "An extended kernel density two-step floating catchment area method to analyze access to health care". ENVIRONMENT AND PLANNING B-PLANNING & DESIGN (2014): https://www.authenticus.pt/P-009-S45.
    10.1068/b120050p
  22. Certo, L; Galvao, T; Borges, J. "Time Automaton: A visual mechanism for temporal querying". JOURNAL OF VISUAL LANGUAGES AND COMPUTING (2013): https://www.authenticus.pt/P-002-0Q3.
    10.1016/j.jvlc.2012.10.001
  23. Sperandio, F.; Gomes, C.; Borges, J.; Brito, A.C.; Almada-Lobo, B.. "An Intelligent Decision Support System for the Operating Theater: A Case Study". IEEE Transactions on Automation Science and Engineering (2013): http://www.scopus.com/inward/record.url?eid=2-s2.0-84872265431&partnerID=MN8TOARS.
    10.1109/TASE.2012.2225047
  24. Borges, J; Real, AC; Cabral, JS; Jones, GV. "A New Method to Obtain a Consensus Ranking of a Region's Vintages’ Quality". Journal of Wine Economics - J Wine Econ (2012): https://www.authenticus.pt/P-00H-GV1.
    10.1017/jwe.2012.7
  25. Borges, J; Real, AC; Sarsfield Cabral, J; Jones, GV. "Condorcet versus Borda, a response to: Comment on “A New Method to Obtain a Consensus Ranking of a Region's Vintages' Quality”". Journal of Wine Economics - J Wine Econ (2012): https://www.authenticus.pt/P-00H-GV0.
    10.1017/jwe.2012.28
  26. Borges, J.; Levene, M.. "A comparison of scoring metrics for predicting the next navigation step with markov model-based systems". International Journal of Information Technology and Decision Making 9 4 (2010): 547-573. http://www.scopus.com/inward/record.url?eid=2-s2.0-77954821233&partnerID=MN8TOARS.
    10.1142/S0219622010003956
  27. Borges, J; Levene, M. "A COMPARISON OF SCORING METRICS FOR PREDICTING THE NEXT NAVIGATION STEP WITH MARKOV MODEL-BASED SYSTEMS". INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING (2010): https://www.authenticus.pt/P-003-59S.
    10.1142/s0219622010003956
  28. Borges, J.; Dias, T.G.; e Cunha, J.F.. "A new group-formation method for student projects". European Journal of Engineering Education 34 6 (2009): 573-585. http://www.scopus.com/inward/record.url?eid=2-s2.0-75249107707&partnerID=MN8TOARS.
    10.1080/03043790903202967
  29. Borges, J.; Levene, M.. "Evaluating variable-length Markov chain models for analysis of user web navigation sessions". IEEE Transactions on Knowledge and Data Engineering 19 4 (2007): 441-452. http://www.scopus.com/inward/record.url?eid=2-s2.0-45849147921&partnerID=MN8TOARS.
    10.1109/TKDE.2007.1012
  30. Borges, J.; Levene, M.. "Testing the predictive power of variable history web usage". Soft Computing 11 8 (2007): 717-727. http://www.scopus.com/inward/record.url?eid=2-s2.0-33947309582&partnerID=MN8TOARS.
    10.1007/s00500-006-0115-1
  31. Borges, J; Levene, M. "Evaluating variable-length Markov chain models for analysis of user Web navigation sessions". IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2007): https://www.authenticus.pt/P-004-AWP.
    10.1109/tkde.2007.1012
  32. Borges, J; Levene, M. "Ranking pages by topology and popularity within web sites". WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS (2006): https://www.authenticus.pt/P-004-H41.
    10.1007/s11280-006-8558-y
  33. Borges, J; Levene, M. "Generating dynamic higher-order Markov models in web usage mining". KNOWLEDGE DISCOVERY IN DATABASES: PKDD 2005 (2005): https://www.authenticus.pt/P-000-65T.
    10.1007/11564126_9
  34. Borges, J; Levene, M. "An average linear time algorithm for web usage mining". INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING (2004): https://www.authenticus.pt/P-000-A4M.
    10.1142/s0219622004001021
  35. Levene, M; Borges, J; Loizou, G. "Zipf's Law for Web Surfers". Knowledge and Information Systems (2001): https://www.authenticus.pt/P-00H-2TP.
    10.1007/pl00011657
  36. Borges, J; Levene, M. "A fine grained heuristic to capture web navigation patterns". SIGKDD Explor. Newsl. - ACM SIGKDD Explorations Newsletter (2000): https://www.authenticus.pt/P-00H-ZCM.
    10.1145/360402.360416
Capítulo de livro
  1. Borges, J; Levene, M. "A Heuristic to Capture Longer User Web Navigation Patterns". 2000.
    10.1007/3-540-44463-7_14
Livro
  1. Gomes, C.; Sperandio, F.; Peles, A.; Borges, J.; Brito, A.C.; Almada-Lobo, B.. An operating theater planning decision support system. 2014.
    10.4018/978-1-4666-6339-8.ch045

Outros

Outra produção
  1. Data Mining of User Navigation Patterns. Lecture Notes in Computer Science. 2000. Borges, José.
    10.1007/3-540-44934-5_6