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Alípio M. Jorge is full professor and Head of the Department of Computer Science of the Faculty of Science of the University of Porto. He is the coordinator of LIAAD , the Artificial Intelligence and Decision Support Lab of INESC TEC. He holds a PhD in Computer Science by U. Porto, MSc. on Foundations of Advanced Information Technology by the Imperial College and BSc. in Applied Maths and Computer Science (U. Porto). His research interests are Data Mining and Machine Learning, in particular natural language processing (NLP), recommender systems, association rules, web intelligence and information extraction. His past research also includes Inductive Logic Programming and Collaborative Data Mining. He lectures courses related to machine learning, data mining, artificial intelligence and programming. He has been co-director of the BSc on Artificial Intelligence and Data Science (2021-2024), director of the MSc on Data Science at FCUP (2018-2019) and director of the MSc on Computer Science from (2010-2013). While at the Faculty of Economics, where he stayed from 1996 to 2009, he launched, with other colleagues, the MSc. on Data Analysis and Decision Support Systems, which he coordinated from 2000 to April 2008. He has been leading research and innovation projects on natural language processing, data science, data mining and web intelligence. He co-chaired international conferences (Data Science and Advanced Analytics 2021, ECML/PKDD 15, ECML/PKDD 05, Discovery Science 2009 and EPIA 2001), workshops and seminars in narrative extraction, NLP, recommender systems, data mining and artificial intelligence. He was Vice-President of APPIA the Portuguese Association for Artificial Intelligence. He is currently sherpa on AI for Portugal at the European Commission and was the coordinator of the Portuguese Strategy for Artificial Intelligence released in 2019.
Identificação

Identificação pessoal

Nome completo
Alípio Mário Guedes Jorge

Nomes de citação

  • Jorge, Alípio
  • Jorge, Alípio M.

Identificadores de autor

Ciência ID
331F-8628-261F
ORCID iD
0000-0002-5475-1382
AuthenticusID
R-000-0ED
Google Scholar ID
https://scholar.google.pt/citations?user=wMjqg7QAAAAJ&hl=pt-PT&oi=ao
Researcher Id
A-1721-2008
Scopus Author Id
55938897400

Endereços de correio eletrónico

  • amjorge@fc.up.pt (Profissional)

Websites

Domínios de atuação

  • Ciências da Engenharia e Tecnologias - Engenharia Eletrotécnica, Eletrónica e Informática

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Português Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1)
Espanhol; Castelhano Utilizador independente (B1) Utilizador independente (B1) Utilizador elementar (A1) Utilizador independente (B1)
Inglês Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1)
Formação
Grau Classificação
2021/04/09
Concluído
Agregação em Ciência de Computadores (Título de Agregado)
Universidade do Porto Faculdade de Ciências, Portugal
Aprovado
1998/09/11
Concluído
Doutoramento em Ciência de Computadores (Doutoramento)
Universidade do Porto, Portugal
"Síntese indutiva de Programas Lógicos a partir de especificações incompletas" (TESE/DISSERTAÇÃO)
Aprovado por unanimidade
1991/09/30
Concluído
Foundations of Advanced Information Technology (Master)
Imperial College London Department of Computing, Reino Unido
Distinction
1989/06
Concluído
Matemática Aplicada - Ramo Ciência de Computadores (Licenciatura)
Universidade do Porto Faculdade de Ciências, Portugal
17 valores
Percurso profissional

Ciência

Categoria Profissional
Instituição de acolhimento
Empregador
2007/01/01 - Atual Investigador (Investigação) Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
1991/01/01 - 2006/12/31 Investigador (Investigação) Fundação para a Ciência e a Tecnologia, Portugal

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento
Empregador
2023/03/01 - Atual Professor Catedrático (Docente Universitário) Universidade do Porto Faculdade de Ciências, Portugal
2009/02/11 - 2023/03/01 Professor Associado (Docente Universitário) Universidade do Porto Faculdade de Ciências, Portugal
1999/05/15 - 2009/02/08 Professor Auxiliar (Docente Universitário) Universidade do Porto Faculdade de Economia, Portugal

Cargos e Funções

Categoria Profissional
Instituição de acolhimento
Empregador
2018/07/13 - Atual Diretor de Departamento Departamento de Ciência dos Computadores da Faculdade de Ciências da Universidade do Porto, Portugal
2021/05 - 2024/02 Co-Diretor da Licenciatura em Inteligência Artificial e Ciência de Dados Universidade do Porto Faculdade de Ciências, Portugal
Universidade do Porto Faculdade de Ciências, Portugal
2000/01/01 - 2005/12/31 Vice-Presidente Associação Portuguesa para a Inteligência Artificial, Portugal

Outros

Categoria Profissional
Instituição de acolhimento
Empregador
2012/01/01 - Atual Unit Coordinator Laboratório de Inteligência Artificial e Apoio à Decisão, Portugal
2007/01/01 - 2011/12/31 Vice-coordinator Laboratório de Inteligência Artificial e Apoio à Decisão, Portugal
2000/01/01 - 2008/05/01 Director of the MSc in Data Analysis and Decision Support Systems (Mestrado em Análise de Dados e Sistemas de Apoio à Decisão) Universidade do Porto Faculdade de Economia, Portugal
2006/01/01 - 2007/12/31 Chair of the fiscal board Associação Portuguesa para a Inteligência Artificial, Portugal
Projetos

Bolsa

Designação Financiadores
2023/03/12 - 2024/09/11 Understanding climate change phenomena and impacts from digital technology and social media
2022.06965.PTDC
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência Centro de Fotónica Aplicada, Portugal

Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal

Universidade do Porto Centro de Investigação em Biodiversidade e Recursos Genéticos, Portugal

Universidade de Trás-os-Montes e Alto Douro Centro de Investigação e de Tecnologias Agro-Ambientais e Biologicas, Portugal

Universidad de Granada, Espanha
Fundação para a Ciência e a Tecnologia
Em curso

Projeto

Designação Financiadores
2023/11 - 2024/11 PTicola - Increasing Computationally Language Resources for Portuguese
CPCA-IAC/AV/594794/2023
Investigador responsável
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Fundação para a Ciência e a Tecnologia, I.P.
Em curso
2020/06 - 2024 HumanE AI Net: HumanE AI Network - European Network of Artificial Intelligence Excellence Centres
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Desativado
2019/11 - 2023/06 Text2Story: Extracting journalistic narratives from text and representing them in a narrative modeling language
Investigador responsável
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal

Universidade do Porto Centro de Linguística, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2020 - 2020 Mine4Health
SAMA 2019
Investigador
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Em curso
2019 - 2020 SafeCities: Building Urban Safety
POCI-01-0247-FEDER-041435
Em curso
2019 - 2020 HumaneAI: Human-Centered Artificial Intelligence
Investigador
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Concluído
2008/03/01 - 2011/09/30 Rank!: Desenvolvimento de metodologia de previsão de escalonamento de itens
PTDC/EIA/81178/2006
Investigador
Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores, Portugal

Universidade do Porto Faculdade de Economia, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2008/05 - 2011/04 Monitoring and Predicting Water Quality Parameters
Investigador
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Fundação para a Ciência e a Tecnologia, I.P.
2008/01/01 - 2010/12/31 Procura de regras de alto nível em dobragem e desdobragem de proteínas: das doenças amiloidogénicas à previsão da estrutura proteica
PTDC/BIA-PRO/72838/2006
Investigador
Universidade do Minho, Portugal

Universidade de Coimbra Centro de Neurociências e Biologia Celular, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2005/06/01 - 2008/11/30 site-o-matic: Automação de sítios web
POSC/EIA/58367/2004
Investigador responsável
Instituto de Engenharia Mecânica, Portugal

Universidade do Minho, Portugal

Universidade da Beira Interior, Portugal

Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2005/07/01 - 2008/06/30 TriAna - Previsão e análise dos tempos de viagem para apoio à decisão em empresas de transportes rodoviários de passageiros
POCI/TRA/61001/2004
Investigador responsável
Universidade do Porto Faculdade de Engenharia, Portugal

Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
Produções

Publicações

Artigo em conferência
  1. Sousa, Hugo; Campos, Ricardo; Jorge, Alípio. "TEI2GO: A Multilingual Approach for Fast Temporal Expression Identification". Trabalho apresentado em CIKM, 2023.
    10.1145/3583780.3615130
  2. Cunha, Luis Filipe; Campos, Ricardo; Jorge, Alípio. Autor correspondente: Cunha, Luis Filipe. "Event Extraction for Portuguese: A QA-driven Approach using ACE-2005". Trabalho apresentado em EPIA'23 - 22nd Portuguese Conference on Artificial Intelligence, Horta, Faial, 2023.
    Publicado
  3. Castro, M; Jorge, A; Campos, R. "TweetStream2Story: Narrative Extraction from Tweets in Real Time". Trabalho apresentado em European Conference on Information Retrieval - ECIR 2023, 2023.
    10.1007/978-3-031-28241-6_17
  4. Sousa, Hugo; Campos, Ricardo; Jorge, Alípio Mário. "tieval: An Evaluation Framework for Temporal Information Extraction Systems". Trabalho apresentado em SIGIR, 2023.
    10.1145/3539618.3591892
  5. Sousa, H; Pasquali, A; Jorge, A; Santos, CS; Lopes, MA. "A Biomedical Entity Extraction Pipeline for Oncology Health Records in Portuguese". 2023.
  6. Rabaev, I; Litvak, M; Younkin, V; Campos, R; Jorge, AM; Jatowt, A. "The Competition on Automatic Classification of Literary Epochs". 2023.
  7. Silvano, P; Amorim, E; Leal, A; Cantante, I; Silva, F; Jorge, A; Campos, R; et al. "Annotation and Visualisation of Reporting Events in Textual Narratives". Trabalho apresentado em Text2Story¿21 - Sixth Workshop on Narratitve Extraction from Texts held in conjunction with the 45th European Conference on Information Retrieval, Dublin, 2023.
    Publicado
  8. Leal, António; Silvano, Purificação; Amorim, Evelin; Cantante, Inês; Jorge, Alípio; Campos, Ricardo. "The place of ISO-Space in Text2Story multilayer annotation scheme". Trabalho apresentado em ISA-18 - The Eighteenth Joint ACL - ISO Workshop on Interoperable Semantic Annotation, 2022.
    Publicado
  9. Muhammad, SH; Adelani, DI; Ruder, S; Ahmad, IS; Abdulmumin, I; Bello, BS; Choudhury, M; et al. "NaijaSenti: A Nigerian Twitter Sentiment Corpus for Multilingual Sentiment Analysis". 2022.
  10. Silvano, Purificação; Leal, António; Silva, Fátima; Cantante, Inês; Oliveira, Fátima; Jorge, Alípio M.. "Developing a multilayer semantic annotation scheme based on ISO standards for the visualization of a newswire corpus". Trabalho apresentado em The Seventeenth Joint ACL - ISO Workshop on Interoperable Semantic Annotation, Groningen, 2021.
    Publicado
  11. Vinagre, J; Jorge, AM; Ghossein, MA; Bifet, A. "ORSUM 2021 - 4th Workshop on Online Recommender Systems and User Modeling". 2021.
    10.1145/3460231.3470940
  12. Amorim, E; Ribeiro, A; Santana, BS; Cantante, I; Jorge, A; Nunes, S; Silvano, P; Leal, A; Campos, R. "Brat2Viz: a Tool and Pipeline for Visualizing Narratives from Annotated Texts". 2021.
  13. Oliveira, S; Loureiro, D; Jorge, A. "Improving Portuguese Semantic Role Labeling with Transformers and Transfer Learning". 2021.
    10.1109/dsaa53316.2021.9564238
  14. Oliveira, J; Nogueira, DM; Renna, F; Ferreira, CA; Jorge, AM; Coimbra, MT. "Do we really need a segmentation step in heart sound classification algorithms?". 2021.
    10.1109/embc46164.2021.9630559
  15. Ricardo Campos; Alí­pio Jorge; Adam Jatowt; Sumit Bhatia. "The 3rd International Workshop on Narrative Extraction from Texts: Text2Story 2020". Trabalho apresentado em 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14-17, 2020, Lisboa, 2020.
    Publicado • 10.1007/978-3-030-45442-5_86
  16. Loureiro, D; Jorge, AM. "MedLinker: Medical Entity Linking with Neural Representations and Dictionary Matching". Trabalho apresentado em 42nd European Conference on IR Research, ECIR 2020, Lisboa, 2020.
    10.1007/978-3-030-45442-5_29
  17. Oliveira, A; Freitas, R; Jorge, A; Amorim, V; Moniz, N; Paiva, ACR; Azevedo, PJ. "Sequence Mining for Automatic Generation of Software Tests from GUI Event Traces". 2020.
    10.1007/978-3-030-62365-4_49
  18. Asevedo Nóbrega, FA; Jorge, AM; Brazdil, P; Pardo, TAS. "Sentence Compression for Portuguese". 2020.
    10.1007/978-3-030-41505-1_26
  19. Vinagre, J; Jorge, AM; Ghossein, MA; Bifet, A. "ORSUM - Workshop on Online Recommender Systems and User Modeling". 2020.
    10.1145/3383313.3411531
  20. Pasquali, A; Mangaravite, V; Campos, R; Jorge, AM; Jatowt, A. "Interactive system for automatically generating temporal narratives". 2019.
    10.1007/978-3-030-15719-7_34
  21. Nogueira, DM; Zarmehri, MN; Ferreira, CA; Jorge, AM; Antunes, L. "Heart Sounds Classification Using Images from Wavelet Transformation". 2019.
    10.1007/978-3-030-30241-2_27
  22. Vinagre, J; Jorge, AM; Bifet, A; Ghossein, MA. "ORSUM 2019 2nd workshop on online recommender systems and user modeling". 2019.
    10.1145/3298689.3347057
  23. Loureiro, D; Jorge, A. "LIAAD at SemDeep-5 Challenge: Word-in-Context (WiC)". 2019.
  24. Loureiro, D; Jorge, A; Jorge, AM. "Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense Disambiguation". Trabalho apresentado em ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2019), 2019.
    10.18653/v1/p19-1569
  25. Felix, C; Soares, C; Jorge, A; Ferreira, H. "Using Metalearning for Parameter Tuning in Neural Networks". 2018.
    10.1007/978-3-319-68195-5_120
  26. Gatzioura, A; Marrè, MS; Jorge, AM. "A Study on Contextual Influences on Automatic Playlist Continuation". 2018.
    10.3233/978-1-61499-918-8-156
  27. Vinagre, J; Jorge, AM; Gama, J. "Online Gradient Boosting for Incremental Recommender Systems". 2018.
    10.1007/978-3-030-01771-2_14
  28. Pedroto, M; Jorge, A; Moreira, JM; Coelho, T. "Impact of Genealogical Features in Transthyretin Familial Amyloid Polyneuropathy Age of Onset Prediction". 2018.
    10.1007/978-3-319-98702-6_5
  29. Pedroto, M; Jorge, A; Moreira, JM; Coelho, T. "Predicting Age of Onset in TTR-FAP Patients with Genealogical Features". 2018.
    10.1109/CBMS.2018.00042
  30. Jorge, A; Vinagre, J; Matuszyk, P; Spiliopoulou, M. "ORSUM Chairs' Welcome & Organization". 2018.
    10.1145/3184558.3192311
  31. Anyosa, SC; Vinagre, J; Jorge, AM. "Incremental Matrix Co-factorization for Recommender Systems with Implicit Feedback". 2018.
    10.1145/3184558.3191585
  32. Jorge, AM; Campos, R; Jatowt, A; Nunes, S. "First International Workshop on Narrative Extraction from Texts: Text2Story 2018". 2018.
  33. Campos, R; Mangaravite, V; Pasquali, A; Jorge, AM; Nunes, C; Jatowt, A. "YAKE! Collection-Independent Automatic Keyword Extractor". 2018.
    10.1007/978-3-319-76941-7_80
  34. Campos, R; Mangaravite, V; Pasquali, A; Jorge, AM; Nunes, C; Jatowt, A. "A Text Feature Based Automatic Keyword Extraction Method for Single Documents". 2018.
    10.1007/978-3-319-76941-7_63
  35. Diogo Marcelo Nogueira; Carlos Ferreira; Alípio Jorge; Nogueira, DM; Ferreira, CA; Jorge, AM. "Classifying Heart Sounds Using Images of MFCC and Temporal Features". 2017.
    http://dx.doi.org/10.1007/978-3-319-65340-2_16
  36. Alípio Jorge; João Marques Silva; Domingues,MarcosAurelio; João Gama; Carlos Manuel Soares; Matuszyk,Pawel; Spiliopoulou,Myra; et al. "Scalable Online Top-N Recommender Systems". 2017.
    http://dx.doi.org/10.1007/978-3-319-53676-7_1
  37. Nabizadeh, A.H.; Jorge, A.M.; Leal, J.P.; AmirHossein Nabizadeh; Alípio Jorge; José Paulo Leal. "RUTICO: Recommending Successful Learning Paths under Time Constraints". 2017.
    10.1145/3099023.3099035
  38. Vinagre, J; Jorge, AM; Gama, J; João Marques Silva; Alípio Jorge; João Gama. "Improving Incremental Recommenders with Online Bagging". 2017.
    10.1007/978-3-319-65340-2_49
  39. Elsa Ferreira Gomes; Batista,F; Alípio Jorge; Gomes, E.F.; Batista, F.; Jorge, A.M.. "Using Smartphones to Classify Urban Sounds". 2016.
    http://dx.doi.org/10.1145/2948992.2949002
  40. Arian Rodrigo Pasquali; Canavarro,M; Ricardo Campos; Alípio Jorge; Pasquali, A.; Canavarro, M.; Campos, R.; Jorge, A.M.. "Assessing topic discovery evaluation measures on Facebook publications of political activists in Brazil". 2016.
    http://dx.doi.org/10.1145/2948992.2949015
  41. AmirHossein Nabizadeh; Alípio Jorge; Tang,S; Yu,Y. "Predicting User Preference Based on Matrix Factorization by Exploiting Music Attributes". 2016.
    http://dx.doi.org/10.1145/2948992.2949010
  42. Rui Lourenço Lopes; Hamed Nikhalat Jahromi; Alípio Jorge; Lopes, R.L.; Nikhalat-Jahromi, H.; Jorge, A.M.. "An Overview of Evolutionary Computing for Interpretation in the Oil and Gas Industry". 2016.
    http://dx.doi.org/10.1145/2948992.2949006
  43. Nabizadeh, A.H.; Jorge, A.M.; Tang, S.; Yu, Y.. "Predicting user preference based on matrix factorization by exploiting music attributes". 2016.
    10.1145/2948992.2949010
  44. Colonna, J.; Peet, T.; Ferreira, C.A.; Jorge, A.M.; Gomes, E.F.; Gama, J.; Juan Gariel Colonna; et al. "Automatic classification of anuran sounds using convolutional neural networks". 2016.
    10.1145/2948992.2949016
  45. Felix, C; Soares, C; Jorge, A; Catarina Félix Oliveira; Carlos Manuel Soares; Alípio Jorge. "Can Metalearning Be Applied to Transfer on Heterogeneous Datasets?". 2016.
    10.1007/978-3-319-32034-2_28
  46. Matuszyk,P; João Marques Silva; Spiliopoulou,M; Alípio Jorge; João Gama. "Forgetting Methods for Incremental Matrix Factorization in Recommender Systems". 2015.
    http://dx.doi.org/10.1145/2695664.2695820
  47. André Valente Rodrigues; Alípio Jorge; Inês Dutra; Rodrigues, AV; Jorge, A; Dutra, I. "Accelerating Recommender Systems using GPUs". 2015.
    http://dx.doi.org/10.1145/2695664.2695850
  48. Catarina Félix Oliveira; Carlos Manuel Soares; Alípio Jorge. "Metalearning for multiple-domain transfer learning". 2015.
  49. AmirHossein Nabizadeh; Alípio Jorge; José Paulo Leal. "Long term goal oriented recommender systems". 2015.
    http://dx.doi.org/10.5220/0005493505520557
  50. João Marques Silva; Alípio Jorge; João Gama. "Collaborative filtering with recency-based negative feedback". 2015.
    http://dx.doi.org/10.1145/2695664.2695998
  51. Jorge, Alípio Mário; Leal, José Paulo; Anand, Sarabjot S.; Dias, Hugo; Alípio Jorge; Anand,SS; José Paulo Leal; Dias,H. "A study of machine learning methods for detecting user interest during web sessions". Trabalho apresentado em the 18th International Database Engineering & Applications Symposium, Porto, Portugal, 2014.
    Publicado • 10.1145/2628194.2628239
  52. Gomes, Elsa Ferreira; Jorge, Alípio Mário; Azevedo, Paulo J.; Elsa Ferreira Gomes; Alípio Jorge; Paulo Jorge Azevedo; Jorge, Alípio M.. "Classifying heart sounds using SAX motifs, random forests and text mining techniques". Trabalho apresentado em the 18th International Database Engineering & Applications Symposium, Porto, Portugal, 2014.
    Publicado • 10.1145/2628194.2628240
  53. Oliveira, Soraia Cruz; Gomes, Elsa Ferreira; Jorge, Alípio Mário; Oliveira,SC; Elsa Ferreira Gomes; Alípio Jorge. "Heart sounds classification using motif based segmentation". Trabalho apresentado em the 18th International Database Engineering & Applications Symposium, Porto, Portugal, 2014.
    Publicado • 10.1145/2628194.2628197
  54. João Marques Silva; Alípio Jorge; João Gama; Vinagre, João; Jorge, Alípio Mário; Gama, João. "Fast Incremental Matrix Factorization for Recommendation with Positive-Only Feedback". 2014.
    http://dx.doi.org/10.1007/978-3-319-08786-3_41
  55. Ricardo Campos; Dias,G; Alípio Jorge; Nunes,C. "GTE-cluster: A temporal search interface for implicit temporal queries". 2014.
    http://dx.doi.org/10.1007/978-3-319-06028-6_94
  56. Carneiro,AR; Alípio Jorge; Pedro Brito; Domingues,MA; Carneiro, AR; Jorge, AM; Brito, PQ; Domingues, MA. "Measuring the effectiveness of an e-commerce site throughweb and sales activity". 2014.
    http://dx.doi.org/10.1007/978-3-319-04849-9__10
  57. Catarina Félix Oliveira; Carlos Manuel Soares; Alípio Jorge; João Marques Silva; Félix, Catarina; Soares, Carlos; Jorge, Alípio Mário; Vinagre, João. "Monitoring Recommender Systems: A Business Intelligence Approach". 2014.
    http://dx.doi.org/10.1007/978-3-319-09153-2_21
  58. Campos, R; Dias, G; Jorge, AM; Nunes, C; Ricardo Campos; Dias,G; Alípio Jorge; Nunes,C. "GTE-Rank: Searching for Implicit Temporal Query Results". 2014.
    10.1145/2661829.2661856
  59. Jorge, Alípio M.; Alípio Jorge. "Binary recommender systems: Introduction, an application and outlook". Trabalho apresentado em the International C* Conference, Porto, Portugal, 2013.
    Publicado • 10.1145/2494444.2494491
  60. Motta, Robson; de Andrade Lopes, Alneu; Nogueira, Bruno M.; Rezende, Solange O.; Jorge, Alípio M.; de Oliveira, Maria Cristina Ferreira; Motta,R; et al. "Comparing relational and non-relational algorithms for clustering propositional data". Trabalho apresentado em the 28th Annual ACM Symposium, Coimbra, Portugal, 2013.
    Publicado • 10.1145/2480362.2480393
  61. Nogueira, Bruno M.; Jorge, Alípio Mário Guedes; Rezende, Solange O.. "On the Comparison of Semi-Supervised Hierarchical Clustering Algorithms in Text Mining Tasks". Trabalho apresentado em KDMiLe - Symposium on Knowledge Discovery, Mining and Learning, São Carlos, SP, Brazil, 2013.
    Publicado
  62. Gomes, Elsa Ferreira; Jorge, Alípio M.; Azevedo, Paulo J.; Elsa Ferreira Gomes; Alípio Jorge; Paulo Jorge Azevedo. "Classifying heart sounds using multiresolution time series motifs : an exploratory study". Trabalho apresentado em the International C* Conference, Porto, Portugal, 2013.
    Publicado • 10.1145/2494444.2494458
  63. Sá, Cláudio Rebelo de; Soares, Carlos; Knobbe, Arno; Azevedo, Paulo J.; Jorge, Alípio Mário; Cláudio Rebelo Sá; Carlos Manuel Soares; et al. "Multi-interval discretization of continuous attributes for label ranking". 2013.
    10.1007/978-3-642-40897-7_11
  64. Campos, Ricardo; Dias, Gaël; Jorge, Alípio Mário; Nunes, Célia. "Enriching temporal query understanding through date identification". Trabalho apresentado em the 2nd Temporal Web Analytics Workshop, Lyon, France, 2012.
    Publicado • 10.1145/2169095.2169103
  65. Nogueira, Bruno M.; Jorge, Alípio M.; Rezende, Solange O.. "Hierarchical confidence-based active clustering". Trabalho apresentado em the 27th Annual ACM Symposium, Trento, Italy, 2012.
    Publicado • 10.1145/2245276.2245318
  66. Ricardo Campos; Alípio Jorge; Célia Nunes; Gaël Dias. "Enriching Temporal Query Understanding through Date Identification: How to Tag Implicit Temporal Queries?". 2012.
    http://dx.doi.org/10.1145/2169095.2169103
  67. Gael Dias; Ricardo Campos; Célia Nunes; Alípio Jorge; Campos, Ricardo; Dias, Gaël; Jorge, Alípio; Nunes, Célia. "GTE: A Distributional Second-Order Co-Occurrence Approach to Improve the Identification of Top Relevant Dates in Web Snippets". Trabalho apresentado em the 21st ACM international conference, Maui, Hawaii, USA, 2012.
    Publicado • http://dx.doi.org/10.1145/2396761.2398567
  68. Paulo Jorge Azevedo; Catarina Maia; Paulo Moura Oliveira; Alípio Jorge; João Mendes Moreira; Jorge, Alípio M.; Moreira, João Mendes; et al. "Finding interesting contexts for explaining deviations in bus trip duration". 2012.
    10.1007/978-3-642-34156-4_14
  69. Alípio Jorge; Eugénio Oliveira; Jorge Morais; Jorge Morais, A.; Jorge, Alipio Mario; Oliveira, Eugenio; Morais, A. Jorge; Oliveira, Eugénio; Jorge, Alípio Mário. "A Multi-Agent Recommender System". Trabalho apresentado em 9th International Symposium on Distributed Computing and Artificial Intelligence (DCAI 2012), Salamanca, SPAIN, 2012.
    Publicado • http://dx.doi.org/10.1007/978-3-642-28765-7_33
  70. Nogueira, BM; Jorge, AM; Rezende, SO; Alípio Jorge; Bruno Magalhães Nogueira; Solange Rezende. "HCAC: Semi-supervised hierarchical clustering using confidence-based active learning". 2012.
    10.1007/978-3-642-33492-4_13
  71. Campos, R; Jorge, AM; Dias, G; Nunes, C; Ricardo Campos; Alípio Jorge; Célia Nunes; et al. "Disambiguating Implicit Temporal Queries by Clustering Top Relevant Dates in Web Snippets". Trabalho apresentado em WI-IAT '12, Macau,China, 2012.
    Publicado • 10.1109/wi-iat.2012.158
  72. Domingues, Marcos Aurelio; Jorge, Alipio M´rio; Soares, Carlos; Alípio Jorge; Carlos Manuel Soares; Marcos Aurélio Domingues. "Exploiting Additional Dimensions as Virtual Items on Top-N Recommender Systems". Trabalho apresentado em 2011 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Lyon, France, 2011.
    Publicado • 10.1109/WI-IAT.2011.55
  73. Ricardo Campos; Alípio Jorge; Gaël Dias. "Future Retrieval: What Does the Future Talk About?". 2011.
  74. Ricardo Campos; Gaël Dias; Alípio Jorge. "Using Web Snippets and Query-logs to Measure Implicit Temporal Intents in Queries". 2011.
  75. Ricardo Campos; Alípio Jorge; Gaël Dias; Campos, R; Dias, G; Jorge, AM. "What is the Temporal Value of Web Snippets?". 2011.
  76. Alípio Jorge; Ricardo Campos; Gaël Dias; Campos, Ricardo; Dias, Gaël; Jorge, Alípio; Jorge, Alípio Mário Guedes. "An Exploratory Study on the impact of Temporal Features on the Classification and Clustering of Future-Related Web Documents". Trabalho apresentado em EPIA'11, Aveiro, 2011.
    Publicado • http://dx.doi.org/10.1007/978-3-642-24769-9_42
  77. Sá, Cláudio Rebelo; Soares, Carlos; Jorge, Alípio M.; Azevedo, Paulo J.; Costa, Joaquim. "Mining association rules for label ranking". 2011.
    10.1007/978-3-642-20847-8-36
  78. Bras, L; Jorge, AM; Gomes, EF; Duarte, R; Brás, L.; Jorge, A.M.; Gomes, E.F.; Duarte, R.; Brás, L. "Identification of rib boundaries in chest X-ray images using elliptical models". Trabalho apresentado em Technology and Medical Sciences, Porto, 2011.
    Publicado
  79. João Vinagre; Alípio Mário Jorge. "Forgetting mechanisms for incremental collaborative filtering". Trabalho apresentado em III International Workshop on Web and Text Intelligence (WTI - 2010), São Carlos, SP, Brasil, 2010.
    Publicado
  80. Campos, R.; Dias, G.; Jorge, A.M.; Ricardo Campos; Alípio Jorge; Gaël Dias; Campos, R; Dias, G; Jorge, AM. "Disambiguating web search results by topic and temporal clustering: A proposal". Trabalho apresentado em KDIR 2009 - 1st International Conference on Knowledge Discovery and Information Retrieval, Funchal, Madeira, 2009.
    Publicado
  81. Almeida, Rui; Jorge, Alipio Mario; Reis, Luis Paulo. "Analysis and Forecast of Team Formation in the Simulated Robotic Soccer Domain". Trabalho apresentado em 14th Portuguese Conference on Artificial Intelligence, Aveiro, PORTUGAL, 2009.
    Publicado
  82. Almeida, Rui; Jorge, Alipio Mario; Reis, Luis Paulo. "Analysis and prediction of training teams in the field of robotic soccer simulation methodologies for classification in Weka". Trabalho apresentado em 4th Iberian Conference on Information Systems and Technologies, Povoa de Varzim, PORTUGAL, 2009.
    Publicado
  83. Miranda, C; Jorge, AM. "Item-Based and User-Based Incremental Collaborative Filtering for Web Recommendations". 2009.
    10.1007/978-3-642-04686-5_55
  84. Escudeiro, NF; Jorge, AM. "Efficient Coverage of Case Space with Active Learning". 2009.
    10.1007/978-3-642-04686-5_34
  85. Miranda, C.; Jorge, A.M.. "Incremental collaborative filtering for binary ratings". Trabalho apresentado em IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008, Sydney, NSW; Australia, 2008.
    Publicado
  86. Domingues, M.A.; Jorge, A.M.; Soares, C.. "The impact of contextual information on the accuracy of existing recommender systems for Web personalization". Trabalho apresentado em IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008, Sydney, NSW; Australia, 2008.
    Publicado
  87. Elisabeth Fernandes; Alípio M. Jorge; Silva, Cândida Susana Gonçalves da; Rui M. M. Brito. "A knowledge discovery method for the characterization of protein unfolding processes". Trabalho apresentado em International Workshop on Practical Applications of Computational Biology & Bioinformatics, IWPACBB’08, Salamanca, 2008.
    Publicado • 10.1007/978-3-540-85861-4_22
  88. Domingues, MA; Leal, JP; Jorge, AM; Soares, C; Machado, P. "A platform to support web site adaptation and monitoring of its effects: A case study". 2008.
  89. Domingues, MA; Jorge, AM; Soares, C. "The impact of contextual information on the accuracy of existing recommender systems for Web personalization". 2008.
    10.1109/wiiat.2008.219
  90. Miranda, C; Jorge, AM. "Incremental collaborative filtering for binary ratings". 2008.
    10.1109/wiiat.2008.263
  91. Jorge, A; Pocas, J; Azevedo, PJ. "A methodology for exploring association models". 2008.
    10.1007/978-3-540-71080-6_4
  92. Rebelo, C.; Brito, P.Q.; Soares, C.; Jorge, A.M.. "Factor analysis to support the visualization and interpretation of clusters of portal users". Trabalho apresentado em 2006 IEEE/WIC/ACM International Conference on Web Intelligence, WI'06, Hong Kong, 2007.
    Publicado
  93. Domingues, M.A.; Soares, C.; Jorge, A.M.. "A web-based system to monitor the quality of meta-data in web portals". Trabalho apresentado em Workshops of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, Hong Kong, 2007.
    Publicado
  94. PernaS, Ana M.; Lucas, Joel P.; Pereira, Fernando; Jorge, Alipio M.; Machado, Amauri A.. "A tool for interactive subgroup discovery using distribution rules". Trabalho apresentado em 13th Portuguese Conference on Artificial Intelligence, Guimaraes, PORTUGAL, 2007.
    Publicado
  95. Jorge, Alipio M.; Azevedo, Paulo J.. "Comparing rule measures for predictive association rules". Trabalho apresentado em 18th European Conference on Machine Learning (ECML 2007)/11th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2007), Warsaw, POLAND, 2007.
    Publicado
  96. Azevedo, PJ; Jorge, AM. "Iterative reordering of rules for building ensembles without relearning". 2007.
    10.1007/978-3-540-75488-6_7
  97. Rebelo, Carmen; Brito, Pedro; Soares, Carlos; Jorge, Alipio. "Factor Analysis to Support the Visualization and Interpretation of Clusters of Portal Users". Trabalho apresentado em 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings)(WI'06), Hong Kong, China, 2006.
    Publicado • 10.1109/WI.2006.77
  98. Domingues, Marcos; Soares, Carlos; Jorge, Alipio. "A Web-Based System to Monitor the Quality of Meta-Data in Web Portals". Trabalho apresentado em 2006 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology Workshops, Hong Kong, China, 2006.
    Publicado • 10.1109/WI-IATW.2006.24
  99. Carvalho, Carla; Jorge, Alipio; Soares, Carlos; Carvalho, C; Jorge, AM; Soares, C. "Personalization of E-newsletters Based on Web Log Analysis and Clustering". Trabalho apresentado em 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings)(WI'06), Hong Kong, China, 2006.
    Publicado • 10.1109/WI.2006.130
  100. Azevedo, Paulo J.; Jorge, Alípio M.; Pereira, Fernando; Jorge, AM; Pereira, F; Azevedo, PJ. "Visual interactive subgroup discovery with numerical properties of interest". Trabalho apresentado em DISCOVERY SCIENCE, 2006.
    10.1007/11893318_31
  101. Rebelo, C; Brito, PQ; Soares, C; Jorge, A. "Factor analysis to support the visualization and interpretation of clusters of portal users". 2006.
    10.1109/wi.2006.77
  102. Escudeiro, NF; Jorge, AM. "Semi-automatic creation and maintenance of web resources with webTopic". 2006.
    10.1007/11908678_6
  103. Domingues, MA; Soares, C; Jorge, AM. "A web-based system to monitor the quality of meta-data in web portals". 2006.
    10.1109/wi-iatw.2006.24
  104. Jorge, AM; Azevedo, PJ; Pereira, F. "Distribution rules with numeric attributes of interest". Trabalho apresentado em KNOWLEDGE DISCOVERY IN DATABASES: PKDD 2006, 2006.
    10.1007/11871637_26
  105. Jorge, Alípio M.; Azevedo, Paulo J.. "An experiment with association rules and classification: post-bagging and conviction". 2005.
    10.1007/11563983_13
  106. Jorge, A.M.; Jorge, A.. "Hierarchical clustering for thematic browsing and summarization of large sets of association rules". Trabalho apresentado em the Fourth SIAM International Conference on Data Mining, SDM 2004, Orlando, Florida, 2004.
    Publicado • 10.1137/1.9781611972740.17
  107. Veloso, M.; Jorge, A.M.; Azevedo, P.J.. "Model-based collaborative filtering for team building support". Trabalho apresentado em ICEIS 2004 - Sixth International Conference on Enterprise Information Systems, Porto, Portugal, 2004.
    Publicado
  108. Veloso, M; Jorge, A; Azevedo, PJ. "Model-based collaborative filtering for team building support". 2004.
  109. e Silva, A.C.; Jorge, A.; Torgo, L.; Jorge, A.M.. "Automatic Selection of Table Areas in Documents for Information Extraction". Trabalho apresentado em Portuguese Conference on Artificial Intelligence, EPIA 2003, 2003.
    Publicado
  110. Wettschereck, D.; Jorge, A.; Moyle, S.. "Visualization and evaluation support of knowledge discovery through the predictive model markup language". 2003.
    10.1007/978-3-540-45224-9_68
  111. Jorge, A; Pocas, J; Azevedo, P. "Post-processing operators for browsing large sets of association rules". Trabalho apresentado em DISCOVERY SCIENCE, PROCEEDINGS, 2002.
    10.1007/3-540-36182-0_43
  112. Voß, A; Richter, G; Moyle, S; Jorge, A. "Collaboration support for virtual data mining enterprises". 2001.
    10.1007/3-540-44814-4_9
  113. Jorge, A; Brazdil, PB. "Integrity constraints in ILP using a Monte Carlo approach". Trabalho apresentado em Inductive Logic Programming, 1997.
    10.1007/3-540-63494-0_58
  114. Jorge, A; Brazdil, P. "Learning recursion with iterative bootstrap induction". Trabalho apresentado em European Conference on Machine Learning (ECML 95), 1995.
    10.1007/3-540-59286-5_72
  115. Brazdil, P; Jorge, A. "Learning by Refining Algorithm Sketches". 1994.
Artigo em revista
  1. Santana, Brenda; Campos, Ricardo; Amorim, Evelin; Jorge, Alípio; Silvano, Purificação; Nunes, Sérgio. "A survey on narrative extraction from textual data". Artificial Intelligence Review 56 8 (2023): 8393-8435. http://dx.doi.org/10.1007/s10462-022-10338-7.
    10.1007/s10462-022-10338-7
  2. Guimaraes, N; Campos, R; Jorge, A. "Pre-trained language models: What do they know?". WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY (2023):
    10.1002/widm.1518
  3. Pedroto, M; Coelho, T; Jorge, A; Mendes Moreira, J. "Clinical model for Hereditary Transthyretin Amyloidosis age of onset prediction". FRONTIERS IN NEUROLOGY (2023):
    10.3389/fneur.2023.1216214
  4. Jorge, Alípio M.; Campos, Ricardo; Jatowt, Adam; Bhatia, Sumit; Pasquali, Arian; Cordeiro, João Paulo; Rocha, Conceição; Mangaravite, Vítor. "Report on the Second International Workshop on Narrative Extraction from Texts (Text2Story 2019)". SIGIR Forum 53 1 (2021): 14¿20-14¿20. https://doi.org/10.1145/3458537.3458539.
    10.1145/3458537.3458539
  5. Oliveira J.H.; Renna F.; Costa P.; Nogueira D.; Oliveira C.; Ferreira C.; Jorge A.; et al. "The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification". IEEE Journal of Biomedical and Health Informatics (2021):
    10.1109/jbhi.2021.3137048
  6. Campos, R; Mangaravite, V; Pasquali, A; Jorge, A; Nunes, C; Jatowt, A. "YAKE! Keyword extraction from single documents using multiple local features". INFORMATION SCIENCES (2020):
    10.1016/j.ins.2019.09.013
  7. Gatzioura, A; Vinagre, J; Jorge, AM; Sanchez-Marre, M. "A Hybrid Recommender System for Improving Automatic Playlist Continuation". IEEE Transactions on Knowledge and Data Engineering (2019):
    10.1109/tkde.2019.2952099
  8. Nogueira, DM; Ferreira, CA; Gomes, EF; Jorge, AM. "Classifying Heart Sounds Using Images of Motifs, MFCC and Temporal Features". JOURNAL OF MEDICAL SYSTEMS (2019):
    10.1007/s10916-019-1286-5
  9. Vinagre, J; Jorge, AM; Rocha, C; Gama, J. "Statistically robust evaluation of stream-based recommender systems". IEEE Transactions on Knowledge and Data Engineering (2019):
    10.1109/tkde.2019.2960216
  10. Figueiredo, F; Jorge, A. "Identifying topic relevant hashtags in Twitter streams". INFORMATION SCIENCES (2019):
    10.1016/j.ins.2019.07.062
  11. Jahromi, HN; Jorge, AM. "Data science applications in oil and gas exploration: an in-depth perspective". PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-ENERGY (2019):
    10.1680/jener.18.00021
  12. de Sá, Cláudio Rebelo; Azevedo, Paulo; Soares, Carlos; Jorge, Alípio Mário; Knobbe, Arno. "Preference rules for label ranking: Mining patterns in multi-target relations". Information Fusion 40 (2018): 112-125. http://dx.doi.org/10.1016/j.inffus.2017.07.001.
    10.1016/j.inffus.2017.07.001
  13. Nabizadeh, AH; Jorge, AM; Leal, JP. "Estimating time and score uncertainty in generating successful learning paths under time constraints". Expert Systems (2018):
    10.1111/exsy.12351
  14. Vinagre, J; Jorge, AM; Gama, J. "Online bagging for recommender systems". EXPERT SYSTEMS (2018):
    10.1111/exsy.12303
  15. Jorge, A; Campos, R; Jatowt, A; Nunes, S; Rocha, C; Cordeiro, JP; Pasquali, A; Mangaravite, V. "ECIR 2018: Text2Story Workshop - Narrative Extraction from Texts". SIGIR Forum (2018):
    10.1145/3274784.3274801
  16. de Sa, CR; Duivesteijn, W; Azevedo, P; Jorge, AM; Soares, C; Knobbe, A. "Discovering a taste for the unusual: exceptional models for preference mining". MACHINE LEARNING (2018):
    10.1007/s10994-018-5743-z
  17. Lopes, R.L.; Jorge, A.M.; Rui Lourenço Lopes; Alípio Jorge. "Assessment of predictive learning methods for the completion of gaps in well log data". Journal of Petroleum Science and Engineering (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85037659662&partnerID=MN8TOARS.
    10.1016/j.petrol.2017.11.019
  18. Matuszyk, P.; Vinagre, J.; Spiliopoulou, M.; Jorge, A.M.; Gama, J.. "Forgetting techniques for stream-based matrix factorization in recommender systems". Knowledge and Information Systems (2017): 1-30. http://www.scopus.com/inward/record.url?eid=2-s2.0-85026810924&partnerID=MN8TOARS.
    10.1007/s10115-017-1091-8
  19. Jorge, Alípio Mário Guedes; Fateixa,S; Wilhelm,M; Alípio Jorge; Nogueira,HIS; Trindade,T. "Raman imaging studies on the adsorption of methylene blue species onto silver modified linen fibers". Journal of Raman Spectroscopy 48 6 (2017): 795-802. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85020375698&doi=10.1002%2fjrs.5136&partnerID=40&md5=d6c4ce47eae9e6a99437dea962e4822f.
    10.1002/jrs.5136
  20. Bielza, C.; Gama, J.; Jorge, A.; Žliobaite, I.; Bielza,C; João Gama; Alípio Jorge; Zliobaite,I. "Guest editors introduction: special issue of the ECMLPKDD 2015 journal track". Data Mining and Knowledge Discovery 29 5 (2015): 1113-1115. http://www.scopus.com/inward/record.url?eid=2-s2.0-84939563421&partnerID=MN8TOARS.
    10.1007/s10618-015-0431-0
  21. Vinagre, J.; Jorge, A.M.; Gama, J.; João Marques Silva; Alípio Jorge; João Gama. "An overview on the exploitation of time in collaborative filtering". Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 5 5 (2015): 195-215. http://www.scopus.com/inward/record.url?eid=2-s2.0-84939226757&partnerID=MN8TOARS.
    10.1002/widm.1160
  22. Domingues, Marcos Aurélio; Soares, Carlos; Jorge, Alípio Mário; Rezende, Solange O.; Domingues,MA; Carlos Manuel Soares; Alípio Jorge; Rezende,SO; UNIVERSIDADE DE SÃO PAULO. "A data warehouse to support web site automation". Journal of the Brazilian Computer Society 20 1 (2014): 11-11. http://repositorio.inesctec.pt/handle/123456789/4555.
    Publicado • 10.1186/1678-4804-20-11
  23. Campos, R.; Dias, G.; Jorge, A.M.; Jatowt, A.; Ricardo Campos; Dias,G; Alípio Jorge; Jatowt,A. "Survey of temporal information retrieval and related applications". ACM Computing Surveys 47 2 (2014): http://www.scopus.com/inward/record.url?eid=2-s2.0-84907435282&partnerID=MN8TOARS.
    10.1145/2619088
  24. Domingues, Marcos Aurélio; Jorge, Alípio Mário; Soares, Carlos; Domingues,MA; Alípio Jorge; Carlos Manuel Soares. "Dimensions as Virtual Items: Improving the predictive ability of top-N recommender systems". Information Processing & Management 49 3 (2013): 698-720. http://repositorio.inesctec.pt/handle/123456789/4559.
    Publicado • 10.1016/j.ipm.2012.07.009
  25. Domingues, Marcos Aurélio; Gouyon, Fabien; Jorge, Alípio Mário; Leal, José Paulo; Vinagre, João; Lemos, Luís; Sordo, Mohamed; et al. "Combining usage and content in an online recommendation system for music in the Long Tail". International Journal of Multimedia Information Retrieval 2 1 (2013): 3-13. http://repositorio.inesctec.pt/handle/123456789/3945.
    Publicado • 10.1007/s13735-012-0025-1
  26. Mendes-Moreira, João; Soares, Carlos; Jorge, Alípio Mário; Sousa, Jorge Freire De; Jorge Freire de Sousa; João Mendes Moreira; Carlos Manuel Soares; Alípio Jorge. "Ensemble approaches for regression: a survey". ACM Computing Surveys 45 1 (2012): 1-40. http://repositorio.inesctec.pt/handle/123456789/2760.
    Publicado • 10.1145/2379776.2379786
  27. Vinagre, João; Jorge, Alípio Mário; Alípio Jorge; João Marques Silva. "Forgetting mechanisms for scalable collaborative filtering". Journal of the Brazilian Computer Society 18 4 (2012): 271-282. http://repositorio.inesctec.pt/handle/123456789/3342.
    Publicado • 10.1007/s13173-012-0077-3
  28. Escudeiro, N.F.; Jorge, A.M.; Escudeiro, Nuno Filipe; Jorge, Alípio Mário; Alípio Jorge; Nuno Escudeiro. "D-Confidence: An active learning strategy to reduce label disclosure complexity in the presence of imbalanced class distributions". Journal of the Brazilian Computer Society 18 4 (2012): 311-330. http://www.scopus.com/inward/record.url?eid=2-s2.0-84867325601&partnerID=40&md5=d2ac8c6ded630609514502c6ad84653f.
    Publicado • 10.1007/s13173-012-0069-3
  29. Mendes Moreira, J; Jorge, AM; de Sousa, JF; Soares, C; Mendes-Moreira, João; Jorge, Alípio Mário Guedes; Sousa, Jorge Freire De; et al. "Comparing state-of-the-art regression methods for long term travel time prediction". INTELLIGENT DATA ANALYSIS 16 3 (2012): 427-449. http://iospress.metapress.com/content/w022t4j2w5v53482/.
    Publicado • 10.3233/ida-2012-0532
  30. Jorge, AM; Azevedo, PJ; Jorge, Alípio Mário Guedes; Azevedo, Paulo J.; Jorge, Alípio M.; Alípio Jorge; Paulo Jorge Azevedo. "Optimal leverage association rules with numerical interval conditions". INTELLIGENT DATA ANALYSIS 16 1 (2012): 25-47. http://iospress.metapress.com/content/v428011216k8h812/?p=0123147356bf45ae86e8059358127399&pi=4.
    Publicado • 10.3233/ida-2011-0509
  31. Azevedo, Paulo J.; Jorge, Alípio Mário; Jorge, Alípio M.; Paulo Jorge Azevedo; Alípio Jorge. "Ensembles of jittered association rule classifiers". Data Mining and Knowledge Discovery 21 1 (2010): 91-129. http://link.springer.com/article/10.1007/s10618-010-0173-y.
    Publicado • 10.1007/s10618-010-0173-y
  32. e Silva, Ana Costa; Jorge, Alípio M.; Torgo, Luís. "Design of an end-to-end method to extract information from tables". International Journal of Document Analysis and Recognition (IJDAR) 8 2-3 (2006): 144-171.
    Publicado • 10.1007/s10032-005-0001-x
  33. Soares, C; Jorge, AM; Domingues, MA. "Monitoring the quality of meta-data in web portals using statistics, visualization and data mining". PROGRESS IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS (2005):
    10.1007/11595014_37
  34. Jorge, Alipio. "Iterative induction of logic programs". AI Communications 12 3 (1999): 173-174. http://www.scopus.com/inward/record.url?eid=2-s2.0-0033329490&partnerID=MN8TOARS.
    Publicado
Capítulo de livro
  1. Ricardo Campos; Adam Jatowt; Alípio Jorge. "Text Mining and Visualization of Political Party Programs Using Keyword Extraction Methods: The Case of Portuguese Legislative Elections". 2023.
    10.1007/978-3-031-28035-1_24
  2. Rúben X. Lôpo; Alípio M. Jorge; Maria Pedroto. "Geovisualisation Tools for Reporting and Monitoring Transthyretin-Associated Familial Amyloid Polyneuropathy Disease". 2023.
    10.1007/978-3-031-23618-1_7
  3. Muhammad, SH; Brazdil, P; Jorge, A. "Combining symbolic and deep learning approaches for sentiment analysis". 2023.
    10.3233/faia230155
  4. Maria Pedroto; Alípio Jorge; João Mendes-Moreira; Teresa Coelho. "Combining Neighbor Models to Improve Predictions of Age of Onset of ATTRv Carriers". 2023.
    10.1007/978-3-031-49011-8_23
  5. Ricardo Campos; Alípio Jorge; Adam Jatowt; Sumit Bhatia; Marina Litvak. "The 6th International Workshop on Narrative Extraction from Texts: Text2Story 2023". 2023.
    10.1007/978-3-031-28241-6_40
  6. Francisco Gonçalves; Ricardo Campos; Alípio Jorge. "Text2Storyline: Generating Enriched Storylines from Text". 2023.
    10.1007/978-3-031-28241-6_22
  7. Vasco Campos; Ricardo Campos; Alípio Jorge. "Tweet2Story: Extracting Narratives from Twitter". 2023.
    10.1007/978-3-031-49008-8_30
  8. Joana Trindade; João Vinagre; Kelwin Fernandes; Nuno Paiva; Alípio Jorge. "Partially Monotonic Learning for Neural Networks". 12-23. Springer International Publishing, 2021.
    10.1007/978-3-030-74251-5_2
  9. Ricardo Campos; Alípio Jorge; Adam Jatowt; Sumit Bhatia; Mark Finlayson. "The 4th International Workshop on Narrative Extraction from Texts: Text2Story 2021". 701-704. Springer International Publishing, 2021.
    10.1007/978-3-030-72240-1_84
  10. Carla Silva; Marvin F. da Silva; Arlete Rodrigues; José Silva; Vítor Santos Costa; Alípio Jorge; Inês Dutra. "Predictive Maintenance for Sensor Enhancement in Industry 4.0". 2021.
    10.1007/978-981-16-1685-3_33
  11. Arian Pasquali; Ricardo Campos; Alexandre Ribeiro; Brenda Santana; Alípio Jorge; Adam Jatowt. "TLS-Covid19: A New Annotated Corpus for Timeline Summarization". 497-512. Springer International Publishing, 2021.
    10.1007/978-3-030-72113-8_33
  12. Ricardo Campos; Jorge Duque; Tiago Cândido; Jorge Mendes; Gaël Dias; Alípio Jorge; Célia Nunes. "Time-Matters: Temporal Unfolding of Texts". 492-497. Springer International Publishing, 2021.
    10.1007/978-3-030-72240-1_53
  13. Campos, R; Pasquali, A; Jatowt, A; Mangaravite, V; Jorge, AM. "Automatic Generation of Timelines for Past-Web Events". 2021.
    10.1007/978-3-030-63291-5_18
  14. Shamsuddeen Hassan Muhammad; Pavel Brazdil; Alípio Jorge. "Incremental Approach for Automatic Generation of Domain-Specific Sentiment Lexicon". 619-623. Springer International Publishing, 2020.
    10.1007/978-3-030-45442-5_81
  15. Jorge, AM; Campos, R; Jatowt, A; Bhatia, S. "The 2nd International Workshop on Narrative Extraction from Text: Text2Story 2019". 2019.
    10.1007/978-3-030-15719-7_54
  16. Campos, Ricardo; Dias, Gaël; Jorge, Alípio Mário; Nunes, Célia. "GTE-Cluster: A Temporal Search Interface for Implicit Temporal Queries". In Advances in Information Retrieval, 775-779. Cham: Springer International Publishing, 2014.
    Publicado • 10.1007/978-3-319-06028-6_94
  17. Domingues, MA; Jorge, AM; Soares, C; Rezende, SO; Domingues,MA; Alípio Jorge; Carlos Manuel Soares; Rezende,SO. "Web mining for the integration of data mining with business intelligence in web-based decision support systems". Portugal, 2014.
    10.4018/978-1-4666-6477-7.ch007
  18. Sá, Cláudio Rebelo; Soares, Carlos; Knobbe, Arno; Azevedo, Paulo; Jorge, Alípio Mário. "Multi-interval Discretization of Continuous Attributes for Label Ranking". In Discovery Science, 155-169. Berlin, Heidelberg, Singapura: Springer Berlin Heidelberg, 2013.
    Publicado • 10.1007/978-3-642-40897-7_11
  19. Jorge, Alípio M.; Mendes-Moreira, João; Sousa, Jorge Freire; Soares, Carlos; Azevedo, Paulo J.. "Finding Interesting Contexts for Explaining Deviations in Bus Trip Duration Using Distribution Rules". In Advances in Intelligent Data Analysis XI, 139-149. Berlin, Heidelberg: Springer Berlin Heidelberg, 2012.
    Publicado • 10.1007/978-3-642-34156-4_14
  20. Rebelo, Carmen; Brito, Pedro Quelhas; Soares, Carlos; Jorge, Alípio; Brandão, Rui. "Quantitative Evaluation of Clusterings for Marketing Applications: A Web Portal Case Study". In Progress in Artificial Intelligence, 437-448. Berlin, Heidelberg: Springer Berlin Heidelberg, 2007.
    Publicado • 10.1007/978-3-540-77002-2_37
  21. Alves, Mário Amado; Jorge, Alípio; Leal, José Paulo. "Extreme Adaptivity". In Adaptive Hypermedia and Adaptive Web-Based Systems, 348-352. Berlin, Heidelberg: Springer Berlin Heidelberg, 2004.
    Publicado • 10.1007/978-3-540-27780-4_49
  22. Alves, Mário Amado; Jorge, Alípio; Heaney, Matthew. "The Use of Ada, GNAT.Spitbol, and XML in the Sol-Eu-Net Project". In Reliable Software Technologies — Ada-Europe 2003, 196-207. Berlin, Heidelberg: Springer Berlin Heidelberg, 2003.
    Publicado • 10.1007/3-540-44947-7_14
  23. Alípio Jorge; Mário Amado Alves; Marko Grobelnik; Dunja Mladenic; Johann Petrak. "Web Site Access Analysis for a National Statistical Agency". In Data Mining and Decision Support : Integration and Collaboration, 167-176. Europe: Kluwer Academic Publishers, 2003.
    Publicado
  24. Andrade Lopes, Alneu; Jorge, Alípio. "Combining Rule-Based and Case-Based Learning for Iterative Part-of-Speech Tagging". In Advances in Case-Based Reasoning, 26-36. Berlin, Heidelberg: Springer Berlin Heidelberg, 2000.
    Publicado • 10.1007/3-540-44527-7_4
  25. Jorge, Alípio; Lopes, Alneu. "Iterative Part-of-Speech Tagging". In Learning Language in Logic, 170-183. Berlin, Heidelberg: Springer Berlin Heidelberg, 2000.
    Publicado • 10.1007/3-540-40030-3_11
Edição de livro
  1. Campos, R; Jorge, AM; Jatowt, A; Bhatia, S; Litvak, M. Proceedings of Text2Story - Sixth Workshop on Narrative Extraction From Texts held in conjunction with the 45th European Conference on Information Retrieval (ECIR 2023), Dublin, Ireland, April 2, 2023. 2023.
  2. Litvak, M; Rabaev, I; Campos, R; Jorge, AM; Jatowt, A. Proceedings of the IACT - The 1st International Workshop on Implicit Author Characterization from Texts for Search and Retrieval held in conjunction with the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023), Taipei, Taiwan, July 27, 2023. 2023.
  3. Campos, R; Jorge, AM; Jatowt, A; Bhatia, S; Finlayson, MA. Proceedings of Text2Story - Fourth Workshop on Narrative Extraction From Texts held in conjunction with the 43rd European Conference on Information Retrieval (ECIR 2021), Lucca, Italy, April 1, 2021 (online event due to Covid-19 outbreak). 2021.
  4. Campos, R; Jorge, AM; Jatowt, A; Bhatia, S. Proceedings of Text2Story - Third Workshop on Narrative Extraction From Texts co-located with 42nd European Conference on Information Retrieval, Text2Story@ECIR 2020, Lisbon, Portugal, April 14th, 2020 [online only]. 2020.
  5. Jorge, AM; Campos, R; Jatowt, A; Aizawa, A. Proceedings of AI4Narratives - Workshop on Artificial Intelligence for Narratives in conjunction with the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI 2020), Yokohama, Japan, January 7th and 8th, 2021 (online event due to Covid-19 outbreak). 2020.
  6. Vinagre, J; Jorge, AM; Ghossein, MA; Bifet, A. Proceedings of the 3rd Workshop on Online Recommender Systems and User Modeling co-located with the 14th ACM Conference on Recommender Systems (RecSys 2020), Virtual Event, September 25, 2020. 2020.
  7. Jorge, AM; Campos, R; Jatowt, A; Bhatia, S. Proceedings of Text2Story - 2nd Workshop on Narrative Extraction From Texts, co-located with the 41st European Conference on Information Retrieval, Text2Story@ECIR 2019, Cologne, Germany, April 14th, 2019. 2019.
  8. Jorge, AM; Campos, R; Jatowt, A; Nunes, S. Proceedings of the First Workshop on Narrative Extraction From Text (Text2Story 2018) co-located with 40th European Conference on Information Retrieval (ECIR 2018), Grenoble, France, March 26, 2018. 2018.
  9. Appice, A; Rodrigues, PP; Costa, VS; Gama, J; Jorge, A; Soares, C. Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part II. 2015.
    10.1007/978-3-319-23525-7
  10. Appice, A; Rodrigues, PP; Costa, VS; Soares, C; Gama, J; Jorge, A. Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part I. 2015.
    10.1007/978-3-319-23528-8
  11. Gama, João Manuel Portela da; Vitor Santos Costa; Alipio Jorge. Discovery Science 12th International Conference, DS 2009. Heidelberg, Estados Unidos: Springer. 2009.
  12. Gama, J; Costa, VS; Jorge, AM; Brazdil, P. Discovery Science, 12th International Conference, DS 2009, Porto, Portugal, October 3-5, 2009. 2009.
    10.1007/978-3-642-04747-3
  13. Gama, J; Camacho, R; Brazdil, P; Jorge, A; Torgo, L; Gama, João Manuel Portela da; Rui Camach; et al. Machine Learning: ECML 2005, 16th European Conference on Machine Learning, Porto, Portugal, October 3-7, 2005, Proceedings. Heidelberg, Estados Unidos: Springer. 2005.
  14. Jorge, A; Torgo, L; Brazdil, P; Camacho, R; Gama, J; Alipio Jorge; Luis Torgo; et al. Knowledge Discovery in Databases: PKDD 2005, 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, Porto, Portugal, October 3-7, 2005, Proceedings. Heidelberg, Estados Unidos: Springer. 2005.
  15. Brazdil, Pavel; Jorge, Alípio. Progress in Artificial Intelligence. Berlin, Heidelberg: Springer Berlin Heidelberg. 2001.
    10.1007/3-540-45329-6
  16. Brazdil, P; Jorge, A. Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent Systems, Logic Programming and Constraint Solving, 10th Portuguese Conference on Artificial Intelligence, EPIA 2001, Porto, Portugal, December 17-20, 2001, Proceedings. 2001.
Livro
  1. Faculdade de Ciências. Deployment and evaluation of a usage based collaborative filtering recommendation system with blacklists. 2010.
  2. Faculdade de Economia; Faculdade de Engenharia; Faculdade de Ciências. The effect of varying parameters and focusing on bus travel time prediction. 2009.
    10.1007/978-3-642-01307-2_69
  3. Faculdade de Economia; Faculdade de Engenharia; Faculdade de Ciências. Ensemble learning: A study on different variants of the dynamic selection approach. 2009.
    10.1007/978-3-642-03070-3_15
  4. Faculdade de Economia; Faculdade de Engenharia. An ensemble regression approach for bus trip time prediction. 2006.
  5. Faculdade de Engenharia. Trip time prediction in mass transit companies. A machine learning approach. 2005.
  6. Faculdade de Engenharia. A data mining approach for trip time prediction in mass transit companies. 2005.
Relatório
  1. Universidade do Porto. Faculdade de Engenharia. 1993. Estudo de uma bancada de teste para redutores : relatório final. oai:digitool.fe.up.pt:228991.
Tese / Dissertação
  1. Vieira, André Mirante. "Animais de rua". Mestrado, 2016. http://hdl.handle.net/10400.8/1618.
  2. Lilian Berton. "Construção de redes baseadas em vizinhança para o aprendizado semissupervisionado". Doutoramento, 2016. http://www.teses.usp.br/teses/disponiveis/55/55134/tde-29072016-100548/.
  3. Francisco, Andrea Filipa Lopes. "Atividade contra o preconceito: desenvolvimento de fatos de hidroginástica para Idosos". Mestrado, 2015. http://hdl.handle.net/10400.8/1619.
  4. Fabiano Fernandes dos Santos. "Extração de tópicos baseado em agrupamento de regras de associação". Doutoramento, 2015. http://www.teses.usp.br/teses/disponiveis/55/55134/tde-02122015-161054/.
  5. Renan de Padua. "Pós-processamento de regras de associação via redes e propagação de rótulos". Mestrado, 2015. http://www.teses.usp.br/teses/disponiveis/55/55134/tde-14102016-165710/.
  6. Robson Carlos da Motta. "Medidas em grafos para apoiar a avaliação da qualidade de projeções multidimensionais". Doutoramento, 2014. http://www.teses.usp.br/teses/disponiveis/55/55134/tde-19032015-163258/.
  7. Bruno Magalhães Nogueira. "Hierarchical semi-supervised confidence-based active clustering and its application to the extraction of topic hierarchies from document collections". Doutoramento, 2013. http://www.teses.usp.br/teses/disponiveis/55/55134/tde-06052014-103312/.
  8. Alinson Sousa de Assunção. "Descoberta direta e eficiente de regras de associação ótimas". Mestrado, 2011. http://www.teses.usp.br/teses/disponiveis/55/55134/tde-29032012-090714/.
  9. Veronica Oliveira de Carvalho. "Generalização de regras de associação utilizando conhecimento de domínio e avaliação do conhecimento generalizado". Doutoramento, 2007. http://www.teses.usp.br/teses/disponiveis/55/55134/tde-10122007-160534/.
  10. Escudeiro, Nuno Filipe Fonseca Vasconcelos. "Automatic web resource compilation using data mining". Mestrado, 2004. oai:digitool.fe.up.pt:245766.
  11. Jorge, Alípio Mário Guedes. "Indução iterativa de programas lógicos : uma abordagem à síntese de programas lógicos a partir de especificações incompletas : [Dissertação de Doutoramento]". Doutoramento, 1998. http://hdl.handle.net/10216/64270.

Outros

Norma ou política
  1. AI Portugal 2030: An innovation and growth strategy to foster Artificial Intelligence in Portugal in the European context. Jorge, A., (editor and main author) AI Portugal 2030 Portuguese National Innitiative on Digital Skills: An innovation and growth strategy to foster Artificial Intelligence in Portugal in the European context. Promoted through the Coordination Office of INCoDe.2030 Initiative in close cooperation with the Portuguese Science and Technology Foundation (FCT), The Portuguese Innovation Agency (ANI. 2019. Jorge, Alípio. https://www.incode2030.gov.pt/en/ai-portugal-2030.
Outra produção
  1. Transformers and Transfer Learning for Improving Portuguese Semantic Role Labeling. 2021. Oliveira, S; Loureiro, D; Jorge, A.
  2. LMMS Reloaded: Transformer-based Sense Embeddings for Disambiguation and Beyond. 2021. Loureiro, D; Jorge, AM; Collados, JC.
  3. ECIR 2020 Workshops: Assessing the Impact of Going Online. 2020. Nunes, S; Little, S; Bhatia, S; Boratto, L; Cabanac, G; Campos, R; Couto, FM; et al.
  4. Preface. 2020. Jorge, AM; Campos, R; Jatowt, A; Aizawa, A.
  5. Preface. 2019. Jorge, AM; Campos, R; Jatowt, A; Bhatia, S.
  6. Information Processing & Management Journal Special Issue on Narrative Extraction from Texts (Text2Story): Preface. 2019. Jorge, AM; Campos, R; Jatowt, A; Nunes, S.
    10.1016/j.ipm.2019.05.004
  7. Guest Editorial: Special Issue on Data Mining for Geosciences. 2019. Jorge, A; Lopes, RL; Larrazabal, G; Nikhalat Jahromi, H.
    10.1007/s10618-019-00623-5
  8. Affordance Extraction and Inference based on Semantic Role Labeling. 2018. Loureiro, D; Jorge, AM.
    10.18653/v1/w18-5514
  9. Preface. 2018. Jorge, AM; Campos, R; Jatowt, A; Nunes, S.
  10. Identifying top relevant dates for implicit time sensitive queries. Despite a clear improvement of search and retrieval temporal applications, current search engines are still mostly unaware of the temporal dimension. Indeed, in most cases, systems are limited to offering the user the chance to restrict the search to a particular time period or to simply rely on an explicitly specified time span. If the user is not explicit in his/her search intents (e.g., “philip. 2017. Ricardo Campos; Dias,G; Alípio Jorge; Nunes,C; Campos, R.; Dias, G.; Jorge, A.M.; Nunes, C.. http://repositorio.inesctec.pt/handle/123456789/4264.
    http://dx.doi.org/10.1007/s10791-017-9302-1
  11. Mind the Gap: A Well Log Data Analysis. 2017. Lopes, RuiL.; Jorge, Alipio.
  12. Proceedings of the Workshop on Data Mining for Oil and Gas. 2017. Jorge, AlipioMario; Larrazábal, German; Guillén, Pablo; Lopes, RuiL..
  13. An Overview of Data Mining Applications in Oil and Gas Exploration: Structural Geology and Reservoir Property-Issues. 2017. Jahromi, HN; Jorge, AM.
  14. GTE-Rank: A time-aware search engine to answer time-sensitive queries. In the web environment, most of the queries issued by users are implicit by nature. Inferring the different temporal intents of this type of query enhances the overall temporal part of the web search results. Previous works tackling this problem usually focused on news queries, where the retrieval of the most recent results related to the query are usually sufficient to meet the user's information. 2016. Ricardo Campos; Dias,G; Alípio Jorge; Nunes,C; Campos, R.; Dias, G.; Jorge, A.; Nunes, C.. http://repositorio.inesctec.pt/handle/123456789/4267.
    http://dx.doi.org/10.1016/j.ipm.2015.07.006
  15. PAMPO: using pattern matching and pos-tagging for effective Named Entities recognition in Portuguese. 2016. Rocha, Conceicao; Jorge, Alipio; Sionara, Roberta; Brito, Paula; Pimenta, Carlos; Rezende, SolangeO..
  16. Online bagging for recommendation with incremental matrix factorization. 2016. Vinagre, J; Jorge, AM; Gama, J.
  17. Improving the accuracy of long-term travel time prediction using heterogeneous ensembles. This paper is about long-term travel time prediction in public transportation. However, it can be useful for a wider area of applications. It follows a heterogeneous ensemble approach with dynamic selection. A vast set of experiments with a pool of 128 tuples of algorithms and parameter sets (a&ps) has been conducted for each of the six studied routes. Three different algorithms, namely, random fo. 2015. João Mendes Moreira; Alípio Jorge; Jorge Freire Sousa; Carlos Manuel Soares; Jorge, Alípio Mário Guedes. http://repositorio.inesctec.pt/handle/123456789/3776.
    http://dx.doi.org/10.1016/j.neucom.2014.08.072
  18. Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part II. 2015. Appice,A; Rodrigues,PP; Vítor Santos Costa; João Gama; Alípio Jorge; Carlos Manuel Soares. http://repositorio.inesctec.pt/handle/123456789/5376.
    http://dx.doi.org/10.1007/978-3-319-23525-7
  19. Evaluation of recommender systems in streaming environments. 2015. Vinagre, Joao; Jorge, AlipioMario; Gama, Joao; João Marques Silva; Alípio Jorge; João Gama. http://repositorio.inesctec.pt/handle/123456789/3886.
  20. Sistema de recomendação Web usando agentes. O crescimento da Web trouxe vários problemas aos utilizadores. A grande quantidade de informação existente hoje em dia em alguns sítios Web torna a procura de informação útil muito difícil. Os objetivos dos proprietários dos sítios Web e dos utilizadores nem sempre coincidem. O conhecimento dos padrões de visitas dos utilizadores é crucial para que os proprietários possam transformar e adaptar o s. 2013. Morais, A. Jorge; Neto, Joaquim; Oliveira, Eugénio; Jorge, Alípio Mário. http://hdl.handle.net/10400.2/3092.
  21. Promoter sequence of Shiga Toxin II (Stx2) is recognized in vivo leading to the production of biologically active Stx2. Shiga toxins (Stxs) are the main agent responsible for the development of hemolytic uremic syndrome (HUS), the most severe and life-threatening systemic complication of infection with enterohemorrhagic Escherichia coli (EHEC) strains. We previously reported Stx2 expression by eukaryotic cells after they were transfected in vitro with the stx2 gene cloned into a prokaryotic plasmid (pStx2). The aim. 2013. Bentancor, Leticia Veronica; Mejias, Maria Pilar; Pinto, Alípio; Bilen, Marcos Fabian; Meiss, Roberto; Rodriguez Galan, Maria Cecilia; Baez, Natalia Soledad; et al. http://hdl.handle.net/11336/1913.
  22. Dexamethasone Rescues Neurovascular Unit Integrity from Cell Damage Caused by Systemic Administration of Shiga Toxin 2 and Lipopolysaccharide in Mice Motor Cortex. Shiga toxin 2 (Stx2)-producing Escherichia coli (STEC) causes hemorrhagic colitis and hemolytic uremic syndrome (HUS) that can lead to fatal encephalopathies. Neurological abnormalities may occur before or after the onset of systemic pathological symptoms and motor disorders are frequently observed in affected patients and in studies with animal models. As Stx2 succeeds in crossing the blood-brain. 2013. Pinto, Alipio; Jacobsen, Mariana Elena; Geoghegan, Patricia; Cangelosi, Adriana; Cejudo, Maria Laura; Tironi-Farinati, Carla; Goldstein Jorge. http://hdl.handle.net/11336/1485.
  23. Using statistics, visualization and data mining for monitoring the quality of meta-data in web portals. The goal of many web portals is to select, organize and distribute content in order to satisfy its users/customers. This process is usually based on meta-data that represent and describe content. In this paper we describe a methodology and a system to monitor the quality of the meta-data used to describe content in web portals. The methodology is based on the analysis of the meta-data using statis. 2013. Domingues,MA; Carlos Manuel Soares; Alípio Jorge; Domingues, Marcos Aurélio; Soares, Carlos; Jorge, Alípio Mário. http://repositorio.inesctec.pt/handle/123456789/7014.
    http://dx.doi.org/10.1007/s10257-012-0209-5
  24. Mining Association Rules for Ordinal Data Classification using an Unimodal Model. 2012. Costa, Joaquim; Azevedo, Paulo; Jorge, Alípio Mário; Soares, Carlos; Sá, Cláudio Rebelo. http://paginas.fe.up.pt/~prodei/dsie12/papers/paper_25.pdf.
  25. Rationale, study design, and analysis plan of the Alveolar Recruitment for ARDS Trial (ART): Study protocol for a randomized controlled trial. Made available in DSpace on 2016-01-24T14:27:34Z (GMT). No. of bitstreams: 0 Previous issue date: 2012-08-28. Added 1 bitstream(s) on 2016-01-31T13:36:32Z : No. of bitstreams: 1 WOS000314100100001.pdf: 483379 bytes, checksum: 745d23a868f9b2cd6b11fe75db9f1edb (MD5). Hospital do Coracao (HCor) as part of the Program 'Hospitais de Excelencia a Servico do SUS (PROADI-SUS)'. Brazilian Ministry of Healt. 2012. Hosp Urgencias & Emergencias Rio Branco HUERB; Hosp & Pronto Socorro 28 Agosto; UNIMED Manaus; Fundacao Hosp Adriano Jorge; Hosp Santa Izabel Santa Casa Misericordia Bahia; Hosp Reg Juazeiro Gestao IMIP; Hosp Univ Prof Edgar Santos; et al. http://repositorio.unifesp.br/handle/11600/35182.
    http://dx.doi.org/10.1186/1745-6215-13-153
  26. Mining Association Rules for Label Ranking. 2011. Costa, Joaquim; Azevedo, Paulo; Jorge, Alípio Mário; Soares, Carlos; Sá, Cláudio Rebelo.
  27. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface. 2009. Gama, J; Costa, VS; Jorge, A; Brazdil, P.
  28. Satisfying Information Needs on the Web: a Survey of Web Information Retrieval. Human kind felt, since early ages, the need to keep records of its achievements that could persist through time and that could be easily retrieved for later reference. Our own evolution depends largely on this iterative process, where each iteration is based on these records. The advent of the web and its attractiveness highly increased the availability of information which rapidly becomes ubiquit. 2008. Escudeiro,Nuno Filipe; Jorge,Alípio Mário; Escudeiro, Nuno Filipe; Jorge, Alípio Mário Guedes. http://www.scielo.mec.pt/scielo.php?script=sci_arttext&pid=S1645-99112008000100018.
  29. Improving SVM-linear predictions using CART for example selection. This paper describes the study on example selection in regression problems using mu-SVM (Support Vector Machine) linear as prediction algorithm. The motivation case is a study done on real data for a problem of bus trip time prediction. In this study we use three different training sets: all the examples, examples from past days similar to the day where prediction is needed, and examples selected. 2006. Faculdade de Economia; Faculdade de Engenharia. 0302-9743.
    10.1007/11875604_70
  30. Aprendizagem Gerencial Construtivista: O Caso de Supervisão em Estágios Acadêmicos. Submitted by PEDRO ANTONIO DE MELO MELO (pedro.melo@ufsc.br) on 2012-10-11T16:06:41Z No. of bitstreams: 1 t0054.pdf: 138284 bytes, checksum: 3df07049e11bbca56455869e99ee3c1b (MD5). Made available in DSpace on 2012-10-11T16:06:41Z (GMT). No. of bitstreams: 1 t0054.pdf: 138284 bytes, checksum: 3df07049e11bbca56455869e99ee3c1b (MD5) Previous issue date: 2006-12-10. Neste texto, procura-se especular t. 2006. Berghauser, Neron Alipio Cortes; Silva, Amarildo Jorge da. http://repositorio.ufsc.br/xmlui/handle/123456789/68146.
  31. Gestão Centrada No Ser Humano: O Caso de dois Coordenadores de Cursos de IES de Foz do Iguaçu. Submitted by PEDRO ANTONIO DE MELO MELO (pedro.melo@ufsc.br) on 2012-10-11T16:45:58Z No. of bitstreams: 1 t0063.pdf: 138736 bytes, checksum: 29ea84012fc5c5131676f61e32d5e788 (MD5). Made available in DSpace on 2012-10-11T16:46:00Z (GMT). No. of bitstreams: 1 t0063.pdf: 138736 bytes, checksum: 29ea84012fc5c5131676f61e32d5e788 (MD5) Previous issue date: 2006-12-10. No artigo analisa-se a mudança de p. 2006. Berghauser, Neron Alipio Cortes; Silva, Amarildo Jorge da; Cury, Mauro José Ferreira. http://repositorio.ufsc.br/xmlui/handle/123456789/68212.
  32. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface. 2005. Gama, J; Camacho, R; Brazdil, P; Jorge, A; Torgo, L.
  33. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface. 2005. Jorge, A; Torgo, L; Brazdil, P; Camacho, R; Gama, J.
  34. Iterative Induction of Logic Programs: An approach to logic program synthesis from incomplete specifications. 1998. Alípio Jorge. http://repositorio.inesctec.pt/handle/123456789/2928.
Atividades

Orientação

Título / Tema
Papel desempenhado
Curso (Tipo)
Instituição / Organização
2017 - 2022 Neural Language Modeling and Symbolic Representation for Extracting and Exploring Relations and Actors from Text
Orientador
PDCC - Programa Doutoral em Ciência de Computadores (Doutoramento)
Universidade do Porto, Portugal
2017 - 2022 Prediction of the Time of Onset for the Transthyretin Familial Amyloid Polyneuropathy using Genealogical and Clinical Data
Orientador
PRODEI - Programa Doutoral em Engenharia Informática, Faculdade de Engenharia (Doutoramento)
Universidade do Porto, Portugal
2017 - 2022 Automatic Construction of Domain Specific Sentiment Lexicons
Coorientador
Programa Doutoral MAPi em Informática (Doutoramento)
Universidade do Porto, Portugal
2014 - 2019/09 Technopolitcs and 2013 popular uprisings in Brazil: a data analysis study on networked emotional contagious and political mobilization
Orientador
Programa Doutoral em Digital Media (Doutoramento)
Universidade do Porto, Portugal
2013 - 2019/05 Metalearning for multiple-domain Transfer Learning
Coorientador
Ciência de Computadores (Doutoramento)
Universidade do Porto, Portugal
2014 - 2018/11 A Long Term Goal Recommender Approach for Learning Environments
Orientador
MAPi – Doutoramento em Informática (Doutoramento)
2012 - 2016/07 Scalable adaptive collaborative filtering
Orientador
MAPi – Doutoramento em Informática (Doutoramento)
2013 - 2016 Time aware recommender systems
Orientador
MAPi (Doutoramento)
Universidade do Porto, Portugal
2013 - 2013 Disambiguating Implicit Temporal Queries for Temporal Information Retrieval Applications
Coorientador
Ciência de Computadores (Doutoramento)
Universidade do Porto, Portugal
2013 - 2013 Adaptive Hypertext: The shattered document approach
Coorientador
Ciência de Computadores (Doutoramento)
Universidade do Porto, Portugal
2013 - 2013 A Multi-Agent approach for Web Adaptation
Orientador
Engenharia Informática (Doutoramento)
Universidade do Porto, Portugal
2013 - 2013 Active learning for hierarchical clustering: a confidence based approach
Coorientador
Computação (Doutoramento)
Universidade de São Paulo, Brasil
2013 - 2013 Ferramentas para Análise de Posicionamento de Pessoas em Centros Comerciais
Coorientador
Ciência de Computadores (Mestrado)
Universidade do Porto, Portugal
2013 - 2013 Aplicação de Aprendizagem Ativa em Tarefas de Extração de Opinião
Orientador
Ciência de Computadores (Mestrado)
Universidade do Porto, Portugal
2009 - 2013 Hierarchical semi-supervised confidence-based active clustering and its application to the extraction of topic hierarchies from document collections
Coorientador
PDCC - Doutoramento em Ciência de Computadores (Doutoramento)
2009 - 2013 Disambiguating Implicit Temporal Queries for Temporal Information Retrieval Application
Coorientador
PDCC - Programa Doutoral em Ciência de Computadores (Doutoramento)
1997 - 2013 Multi-Agent approach for Web Adaptation
Orientador
PRODEI - Programa Doutoral em Engenharia Informática (Doutoramento)
1997 - 2013 Adaptive Hypertext: The shattered document approach,
Orientador
Doutoramento em Informática (Doutoramento)
2012 - 2012 Semi-automatic classification: using active learning for efficient class coverage
Orientador
Engenharia Informática (Doutoramento)
Universidade do Porto, Portugal
2008 - 2012 Semi-automatic classification: using active learning for efficient class coverag
Orientador
PRODEI - Programa Doutoral em Engenharia Informática (Doutoramento)
2011 - 2011 Serviço de alto desempenho computacional para classificação de vídeos endoscópicos
Coorientador
Ciência de Computadores (Mestrado)
Universidade do Porto, Portugal
2010 - 2010 Exploiting Multidimensional Data for Web Site Automation
Orientador
Ciência de Computadores (Doutoramento)
Universidade do Porto, Portugal
2006 - 2010 Uma Plataforma Independente para Monitorização, Análise e Adaptação de Sítios Web An Independent Platform for Web Site Monitoring, Analysis and Adapation
Orientador
Doutoramento em Informática (Doutoramento)
2008 - 2008 Travel time prediction for the planning of mass transit companies: a machine learning approach
Coorientador
Ciências da Engenharia (Doutoramento)
Universidade do Porto, Portugal
2004 - 2008 Travel Time Prediction for the Planning of Mass Transit Companies: a Machine Learning Approach
Coorientador
doutoramento em Ciências da Engenharia (Doutoramento)
Universidade do Porto, Portugal
2001 - 2001 Regras e Casos: Uma Abordagem à Aprendizagem Relacional Multi-estratégia
Coorientador
Ciência de Computadores (Doutoramento)
Universidade do Porto, Portugal
1996 - 2001 Regras e Casos: Uma Abordagem à Aprendizagem Relacional Multi-estratégia
Coorientador
Doutoramento em Ciência de Computadores (Doutoramento)
Universidade do Porto, Portugal

Organização de evento

Nome do evento
Tipo de evento (Tipo de participação)
Instituição / Organização
2021/01/01 - 2021/10/31 DSAA 2021, The 8th IEEE International Conference on Data Science and Advanced Analytics. Porto, Portugal, 6 a 9 de Outubro de 2021. (2021/10/06 - 2021/10/09)
Conferência (Coorganizador)
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal

IEEE, Estados Unidos

Júri de grau académico

Tema
Tipo de participação
Nome do candidato (Tipo de grau)
Instituição / Organização
2013 Data mining em dados que evoluem ao longo do tempo: Redes Sociais Joana Margarida Duarte Gomes (Mestrado)
Universidade do Porto, Portugal

Arbitragem científica em conferência

Nome da conferência Local da conferência
2022/02/01 - 2022/04/15 IJCAI-ECAI 2022, International Joint Conference on Artificial Intelligence (Senior Program Committee) Viena, Áustria
2021/02/01 - 2021/04/15 IJCAI 2021, International Joint Conference on Artificial Intelligence (Senior Program Committee) Montreal, Canadá
2020 - 2020 IJCAI 2020, International Joint Conference on Artificial Intelligence Yokohama, Japão

Arbitragem científica em revista

Nome da revista (ISSN) Editora
2021 - Atual Machine Learning journal Springer Nature
2020/06/01 - Atual Data Mining and Knowledge Discovery (editorial board) (1384-5810) Springer Nature
2012 - 2020 Machine Learning Springer-Nature
2010 - 2020 Data Mining and Knowledge Discovery (1573-756X) Springer-Verlag
2012 - 2014 Expert Systems (1468-0394) Wiley (Blackwell Publishing)
2009/11/07 - 2013/11/07 Journal of the Brazilian Computer Society Journal of the Brazilian Computer Society Springer

Membro de associação

Nome da associação Tipo de participação
1990/01 - Atual APPIA-Associação Portuguesa para a Inteligência Artificial
Distinções

Prémio

2023 Best Student Paper Award EPIA 2023
Associação Portuguesa para a Inteligência Artificial, Portugal
2021 Portugal Digital Awards (entregue ao IPO Porto pelo projeto Gentil com a colaboração INESC TEC))
2019 Best Demo Paper ECIR 2019
2018 Best short paper : Ricardo Campos, Vítor Mangaravite, Arian Pasquali, Alípio Mário Jorge, Célia Nunes, Adam Jatowt: A Text Feature Based Automatic Keyword Extraction Method for Single Documents. ECIR 2018
ECIR 2018, França

Outra distinção

2018 Equipa vencedora do prémio Arquivo.pt 2018 com o projeto "Conta-me histórias"
2013 Fraunhofer Portugal Challenge 2013 - The PhD thesis of my student Ricardo Campos (joint supervision with Gael Dias) won the 1st prize (3000 Euros) in the category PhD thesis.
2006 3rd place obtained by the student Joel P. Lucas, XV Conc. de Inv. Cient Un. Fed. de Pelotas, Brazil
1991 MSc. Distinction