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Alípio M. Jorge is full professor at 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 director of the department (2018-2024), 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 was sherpa on AI for Portugal at the European Commission (2018-2021) and was the coordinator of the Portuguese Strategy for Artificial Intelligence released in 2019.
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Identification

Personal identification

Full name
Alípio Mário Guedes Jorge

Citation names

  • Jorge, Alípio
  • Jorge, Alípio M.

Author identifiers

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

Email addresses

  • amjorge@fc.up.pt (Professional)

Websites

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Spanish; Castilian Intermediate (B1) Intermediate (B1) Beginner (A1) Intermediate (B1)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Education
Degree Classification
2021/04/09
Concluded
 Agregação em Ciência de Computadores (Título de Agregado)
Universidade do Porto Faculdade de Ciências, Portugal
 Aprovado
1998/09/11
Concluded
 Doutoramento em Ciência de Computadores (Doutoramento)
Universidade do Porto, Portugal
"Síntese indutiva de Programas Lógicos a partir de especificações incompletas" (THESIS/DISSERTATION)
 Aprovado por unanimidade
1991/09/30
Concluded
 Foundations of Advanced Information Technology (Master)
Imperial College London Department of Computing, United Kingdom
 Distinction
1989/06
Concluded
 Matemática Aplicada - Ramo Ciência de Computadores (Licenciatura)
Universidade do Porto Faculdade de Ciências, Portugal
 17 valores
Affiliation

Science

Category
Host institution 		Employer
2007/01/01 - Current Researcher (Research) Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
1991/01/01 - 2006/12/31 Researcher (Research) Fundação para a Ciência e a Tecnologia, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2023/03/01 - Current Full Professor (University Teacher) Universidade do Porto Faculdade de Ciências, Portugal
2009/02/11 - 2023/03/01 Associate Professor (University Teacher) Universidade do Porto Faculdade de Ciências, Portugal
1999/05/15 - 2009/02/08 Assistant Professor (University Teacher) Universidade do Porto Faculdade de Economia, Portugal

Positions / Appointments

Category
Host institution 		Employer
2018/07/13 - Current 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
2018 - 2021 Sherpa para a Inteligência Artificial Governo da República Portuguesa Ministério da Ciência Tecnologia e Ensino Superior, Portugal
2018 - 2019 Coordenador da estratégia para Inteligência Artificial de Portugal Governo da República Portuguesa Ministério da Ciência Tecnologia e Ensino Superior, Portugal
2010/05 - 2013/09 Diretor do Mestrado em Ciência de Computadores Universidade do Porto Faculdade de Ciências, Portugal
2000/01/01 - 2005/12/31 Vice-President Associação Portuguesa para a Inteligência Artificial, Portugal

Others

Category
Host institution 		Employer
2012/01/01 - Current 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
Projects

Grant

Designation Funders
2023/03/12 - 2024/09/11 Understanding climate change phenomena and impacts from digital technology and social media
2022.06965.PTDC
10.54499/2022.06965.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, Spain
Fundação para a Ciência e a Tecnologia
Ongoing

Contract

Designation Funders
2024/01 - Current PTicola - Increasing Computationally Language Resources for Portuguese (FCT/CPCA-IAC/2023/01)
FCT/CPCA-IAC/2023/01
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Ongoing
2023/03/01 - 2026/02/28 StorySense: Atingir as Camadas Semânticas de Histórias em Texto
2022.09312.PTDC
10.54499/2022.09312.PTDC
Instituto Português de Oncologia do Porto Francisco Gentil EPE, Portugal

Público Comunicação Social SA, Portugal

Universidade do Porto Faculdade de Letras, Portugal

Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2023/07/01 - 2025/12 Health from Portugal (HfPT)
C630926586-00465198
Laboratório de Inteligência Artificial e Apoio à Decisão, Portugal

Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Fundação para a Ciência e a Tecnologia
2022/05/17 - 2025/05/16 ADANET: Autonomous Drones Assisted Internet of Things Networks
PTDC/EEI-COM/3362/2021
10.54499/PTDC/EEI-COM/3362/2021
Instituto Politécnico do Porto Centro de Investigação em Sistemas Computacionais Embebidos e de Tempo-Real, Portugal

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

Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2023/11 - 2024/11 PTicola - Increasing Computationally Language Resources for Portuguese
CPCA-IAC/AV/594794/2023
Principal investigator
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
 Fundação para a Ciência e a Tecnologia, I.P.
Ongoing
2020/06 - 2024 HumanE AI Net: HumanE AI Network - European Network of Artificial Intelligence Excellence Centres
ICT 48
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Cancelled
2019/11 - 2023/06 Text2Story: Extracting journalistic narratives from text and representing them in a narrative modeling language
NORTE-01-0145-FE
Principal investigator
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
Concluded
2019/11/14 - 2022/11/13 Text2Story: Extração de narrativas jornalísticas a partir de textos e sua representação numa linguagem de modelos narrativos.
PTDC/CCI-COM/31857/2017
Universidade do Porto, Portugal

Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2020 - 2020 Mine4Health
SAMA 2019
Researcher
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Ongoing
2019 - 2020 SafeCities: Building Urban Safety
POCI-01-0247-FEDER-041435
Ongoing
2019 - 2020 HumaneAI: Human-Centered Artificial Intelligence
grant agreement No 761758
Researcher
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Concluded
2008/03/01 - 2011/09/30 Rank!: Desenvolvimento de metodologia de previsão de escalonamento de itens
PTDC/EIA/81178/2006
Researcher
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
Concluded
2008/05 - 2011/04 Monitoring and Predicting Water Quality Parameters
Provided by PTCRIS: 68489
68489
Researcher
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
Researcher
Universidade do Minho, Portugal

Universidade de Coimbra Centro de Neurociências e Biologia Celular, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2005/06/01 - 2008/11/30 site-o-matic: Automação de sítios web
POSC/EIA/58367/2004
Principal investigator
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
Concluded
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
Principal investigator
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
Concluded
Outputs

Publications

Book
  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.
Book chapter
  1. Rúben Almeida; Hugo Sousa; Luís F. Cunha; Nuno Guimarães; Ricardo Campos; Alípio Jorge. "Physio: An LLM-Based Physiotherapy Advisor". 2024.
    10.1007/978-3-031-56069-9_16
  2. Ricardo Campos; Alípio Jorge; Adam Jatowt; Sumit Bhatia; Marina Litvak. "The 7th International Workshop on Narrative Extraction from Texts: Text2Story 2024". 2024.
    10.1007/978-3-031-56069-9_52
  3. 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
  4. 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
  5. Muhammad, SH; Brazdil, P; Jorge, A. "Combining symbolic and deep learning approaches for sentiment analysis". 2023.
    10.3233/faia230155
  6. 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
  7. 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
  8. Francisco Gonçalves; Ricardo Campos; Alípio Jorge. "Text2Storyline: Generating Enriched Storylines from Text". 2023.
    10.1007/978-3-031-28241-6_22
  9. Vasco Campos; Ricardo Campos; Alípio Jorge. "Tweet2Story: Extracting Narratives from Twitter". 2023.
    10.1007/978-3-031-49008-8_30
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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.
    Published • 10.1007/978-3-319-06028-6_94
  19. 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
  20. 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.
    Published • 10.1007/978-3-642-34156-4_14
  21. 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.
    Published • 10.1007/978-3-540-77002-2_37
  22. 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.
    Published • 10.1007/978-3-540-27780-4_49
  23. 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.
    Published • 10.1007/3-540-44947-7_14
  24. 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.
    Published
  25. 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.
    Published • 10.1007/3-540-44527-7_4
  26. Jorge, Alípio; Lopes, Alneu. "Iterative Part-of-Speech Tagging". In Learning Language in Logic, 170-183. Berlin, Heidelberg: Springer Berlin Heidelberg, 2000.
    Published • 10.1007/3-540-40030-3_11
Conference paper
  1. Sousa, Hugo; Guimarães, Nuno; Jorge, Alípio; Campos, Ricardo. "GPT Struct Me: Probing GPT Models on Narrative Entity Extraction". 2023.
    10.1109/wi-iat59888.2023.00063
  2. Sousa, Hugo; Campos, Ricardo; Jorge, Alípio. "TEI2GO: A Multilingual Approach for Fast Temporal Expression Identification". Paper presented in CIKM, 2023.
    10.1145/3583780.3615130
  3. Cunha, Luis Filipe; Campos, Ricardo; Jorge, Alípio. Corresponding author: Cunha, Luis Filipe. "Event Extraction for Portuguese: A QA-driven Approach using ACE-2005". Paper presented in EPIA'23 - 22nd Portuguese Conference on Artificial Intelligence, Horta, Faial, 2023.
    Published
  4. Castro, M; Jorge, A; Campos, R. "TweetStream2Story: Narrative Extraction from Tweets in Real Time". Paper presented in European Conference on Information Retrieval - ECIR 2023, 2023.
    10.1007/978-3-031-28241-6_17
  5. Sousa, Hugo; Campos, Ricardo; Jorge, Alípio Mário. "tieval: An Evaluation Framework for Temporal Information Extraction Systems". Paper presented in SIGIR, 2023.
    10.1145/3539618.3591892
  6. Sousa, H; Pasquali, A; Jorge, A; Santos, CS; Lopes, MA. "A Biomedical Entity Extraction Pipeline for Oncology Health Records in Portuguese". 2023.
  7. Rabaev, I; Litvak, M; Younkin, V; Campos, R; Jorge, AM; Jatowt, A. "The Competition on Automatic Classification of Literary Epochs". 2023.
  8. 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". Paper presented in Text2Story¿21 - Sixth Workshop on Narratitve Extraction from Texts held in conjunction with the 45th European Conference on Information Retrieval, Dublin, 2023.
    Published
  9. Leal, António; Silvano, Purificação; Amorim, Evelin; Cantante, Inês; Jorge, Alípio; Campos, Ricardo. "The place of ISO-Space in Text2Story multilayer annotation scheme". Paper presented in ISA-18 - The Eighteenth Joint ACL - ISO Workshop on Interoperable Semantic Annotation, 2022.
    Published
  10. 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.
  11. 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". Paper presented in The Seventeenth Joint ACL - ISO Workshop on Interoperable Semantic Annotation, Groningen, 2021.
    Published
  12. Vinagre, J; Jorge, AM; Ghossein, MA; Bifet, A. "ORSUM 2021 - 4th Workshop on Online Recommender Systems and User Modeling". 2021.
    10.1145/3460231.3470940
  13. 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.
  14. Oliveira, S; Loureiro, D; Jorge, A. "Improving Portuguese Semantic Role Labeling with Transformers and Transfer Learning". 2021.
    10.1109/dsaa53316.2021.9564238
  15. 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
  16. Ricardo Campos; Alí­pio Jorge; Adam Jatowt; Sumit Bhatia. "The 3rd International Workshop on Narrative Extraction from Texts: Text2Story 2020". Paper presented in 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14-17, 2020, Lisboa, 2020.
    Published • 10.1007/978-3-030-45442-5_86
  17. Loureiro, D; Jorge, AM. "MedLinker: Medical Entity Linking with Neural Representations and Dictionary Matching". Paper presented in 42nd European Conference on IR Research, ECIR 2020, Lisboa, 2020.
    10.1007/978-3-030-45442-5_29
  18. 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
  19. Asevedo Nóbrega, FA; Jorge, AM; Brazdil, P; Pardo, TAS. "Sentence Compression for Portuguese". 2020.
    10.1007/978-3-030-41505-1_26
  20. Vinagre, J; Jorge, AM; Ghossein, MA; Bifet, A. "ORSUM - Workshop on Online Recommender Systems and User Modeling". 2020.
    10.1145/3383313.3411531
  21. 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
  22. 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
  23. Vinagre, J; Jorge, AM; Bifet, A; Ghossein, MA. "ORSUM 2019 2nd workshop on online recommender systems and user modeling". 2019.
    10.1145/3298689.3347057
  24. Loureiro, D; Jorge, A. "LIAAD at SemDeep-5 Challenge: Word-in-Context (WiC)". 2019.
  25. Loureiro, D; Jorge, A; Jorge, AM. "Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense Disambiguation". Paper presented in ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2019), 2019.
    10.18653/v1/p19-1569
  26. 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
  27. Gatzioura, A; Marrè, MS; Jorge, AM. "A Study on Contextual Influences on Automatic Playlist Continuation". 2018.
    10.3233/978-1-61499-918-8-156
  28. Vinagre, J; Jorge, AM; Gama, J. "Online Gradient Boosting for Incremental Recommender Systems". 2018.
    10.1007/978-3-030-01771-2_14
  29. 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
  30. 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
  31. Jorge, A; Vinagre, J; Matuszyk, P; Spiliopoulou, M. "ORSUM Chairs' Welcome & Organization". 2018.
    10.1145/3184558.3192311
  32. Anyosa, SC; Vinagre, J; Jorge, AM. "Incremental Matrix Co-factorization for Recommender Systems with Implicit Feedback". 2018.
    10.1145/3184558.3191585
  33. Jorge, AM; Campos, R; Jatowt, A; Nunes, S. "First International Workshop on Narrative Extraction from Texts: Text2Story 2018". 2018.
  34. 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
  35. 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
  36. 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
  37. 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
  38. 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
  39. 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
  40. 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
  41. 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
  42. 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
  43. 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
  44. 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
  45. 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
  46. 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
  47. 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
  48. 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
  49. Catarina Félix Oliveira; Carlos Manuel Soares; Alípio Jorge. "Metalearning for multiple-domain transfer learning". 2015.
  50. AmirHossein Nabizadeh; Alípio Jorge; José Paulo Leal. "Long term goal oriented recommender systems". 2015.
    http://dx.doi.org/10.5220/0005493505520557
  51. João Marques Silva; Alípio Jorge; João Gama. "Collaborative filtering with recency-based negative feedback". 2015.
    http://dx.doi.org/10.1145/2695664.2695998
  52. 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". Paper presented in the 18th International Database Engineering & Applications Symposium, Porto, Portugal, 2014.
    Published • 10.1145/2628194.2628239
  53. 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". Paper presented in the 18th International Database Engineering & Applications Symposium, Porto, Portugal, 2014.
    Published • 10.1145/2628194.2628240
  54. Oliveira, Soraia Cruz; Gomes, Elsa Ferreira; Jorge, Alípio Mário; Oliveira,SC; Elsa Ferreira Gomes; Alípio Jorge. "Heart sounds classification using motif based segmentation". Paper presented in the 18th International Database Engineering & Applications Symposium, Porto, Portugal, 2014.
    Published • 10.1145/2628194.2628197
  55. 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
  56. 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
  57. 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
  58. 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
  59. 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
  60. Jorge, Alípio M.; Alípio Jorge. "Binary recommender systems: Introduction, an application and outlook". Paper presented in the International C* Conference, Porto, Portugal, 2013.
    Published • 10.1145/2494444.2494491
  61. 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". Paper presented in the 28th Annual ACM Symposium, Coimbra, Portugal, 2013.
    Published • 10.1145/2480362.2480393
  62. Nogueira, Bruno M.; Jorge, Alípio Mário Guedes; Rezende, Solange O.. "On the Comparison of Semi-Supervised Hierarchical Clustering Algorithms in Text Mining Tasks". Paper presented in KDMiLe - Symposium on Knowledge Discovery, Mining and Learning, São Carlos, SP, Brazil, 2013.
    Published
  63. 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". Paper presented in the International C* Conference, Porto, Portugal, 2013.
    Published • 10.1145/2494444.2494458
  64. 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
  65. Campos, Ricardo; Dias, Gaël; Jorge, Alípio Mário; Nunes, Célia. "Enriching temporal query understanding through date identification". Paper presented in the 2nd Temporal Web Analytics Workshop, Lyon, France, 2012.
    Published • 10.1145/2169095.2169103
  66. Nogueira, Bruno M.; Jorge, Alípio M.; Rezende, Solange O.. "Hierarchical confidence-based active clustering". Paper presented in the 27th Annual ACM Symposium, Trento, Italy, 2012.
    Published • 10.1145/2245276.2245318
  67. 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
  68. 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". Paper presented in the 21st ACM international conference, Maui, Hawaii, USA, 2012.
    Published • http://dx.doi.org/10.1145/2396761.2398567
  69. 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
  70. 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". Paper presented in 9th International Symposium on Distributed Computing and Artificial Intelligence (DCAI 2012), Salamanca, SPAIN, 2012.
    Published • http://dx.doi.org/10.1007/978-3-642-28765-7_33
  71. 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
  72. 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". Paper presented in WI-IAT '12, Macau,China, 2012.
    Published • 10.1109/wi-iat.2012.158
  73. 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". Paper presented in 2011 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Lyon, France, 2011.
    Published • 10.1109/WI-IAT.2011.55
  74. Ricardo Campos; Alípio Jorge; Gaël Dias. "Future Retrieval: What Does the Future Talk About?". 2011.
  75. Ricardo Campos; Gaël Dias; Alípio Jorge. "Using Web Snippets and Query-logs to Measure Implicit Temporal Intents in Queries". 2011.
  76. Ricardo Campos; Alípio Jorge; Gaël Dias; Campos, R; Dias, G; Jorge, AM. "What is the Temporal Value of Web Snippets?". 2011.
  77. 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". Paper presented in EPIA'11, Aveiro, 2011.
    Published • http://dx.doi.org/10.1007/978-3-642-24769-9_42
  78. Sá, Cláudio Rebelo; Soares, Carlos; Jorge, Alípio M.; Azevedo, Paulo J.; Costa, Joaquim; Azevedo, Paulo; Jorge, Alípio Mário. "Mining association rules for label ranking". 2011.
    10.1007/978-3-642-20847-8-36
  79. 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". Paper presented in Technology and Medical Sciences, Porto, 2011.
    Published
  80. João Vinagre; Alípio Mário Jorge. "Forgetting mechanisms for incremental collaborative filtering". Paper presented in III International Workshop on Web and Text Intelligence (WTI - 2010), São Carlos, SP, Brasil, 2010.
    Published
  81. 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". Paper presented in KDIR 2009 - 1st International Conference on Knowledge Discovery and Information Retrieval, Funchal, Madeira, 2009.
    Published
  82. Almeida, Rui; Jorge, Alipio Mario; Reis, Luis Paulo. "Analysis and Forecast of Team Formation in the Simulated Robotic Soccer Domain". Paper presented in 14th Portuguese Conference on Artificial Intelligence, Aveiro, PORTUGAL, 2009.
    Published
  83. 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". Paper presented in 4th Iberian Conference on Information Systems and Technologies, Povoa de Varzim, PORTUGAL, 2009.
    Published
  84. Miranda, C; Jorge, AM. "Item-Based and User-Based Incremental Collaborative Filtering for Web Recommendations". 2009.
    10.1007/978-3-642-04686-5_55
  85. Escudeiro, NF; Jorge, AM. "Efficient Coverage of Case Space with Active Learning". 2009.
    10.1007/978-3-642-04686-5_34
  86. Miranda, C.; Jorge, A.M.. "Incremental collaborative filtering for binary ratings". Paper presented in IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008, Sydney, NSW; Australia, 2008.
    Published
  87. Domingues, M.A.; Jorge, A.M.; Soares, C.. "The impact of contextual information on the accuracy of existing recommender systems for Web personalization". Paper presented in IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008, Sydney, NSW; Australia, 2008.
    Published
  88. 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". Paper presented in International Workshop on Practical Applications of Computational Biology & Bioinformatics, IWPACBB’08, Salamanca, 2008.
    Published • 10.1007/978-3-540-85861-4_22
  89. 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.
  90. 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
  91. Miranda, C; Jorge, AM. "Incremental collaborative filtering for binary ratings". 2008.
    10.1109/wiiat.2008.263
  92. Jorge, A; Pocas, J; Azevedo, PJ. "A methodology for exploring association models". 2008.
    10.1007/978-3-540-71080-6_4
  93. Rebelo, C.; Brito, P.Q.; Soares, C.; Jorge, A.M.. "Factor analysis to support the visualization and interpretation of clusters of portal users". Paper presented in 2006 IEEE/WIC/ACM International Conference on Web Intelligence, WI'06, Hong Kong, 2007.
    Published
  94. Domingues, M.A.; Soares, C.; Jorge, A.M.. "A web-based system to monitor the quality of meta-data in web portals". Paper presented in Workshops of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, Hong Kong, 2007.
    Published
  95. PernaS, Ana M.; Lucas, Joel P.; Pereira, Fernando; Jorge, Alipio M.; Machado, Amauri A.. "A tool for interactive subgroup discovery using distribution rules". Paper presented in 13th Portuguese Conference on Artificial Intelligence, Guimaraes, PORTUGAL, 2007.
    Published
  96. Jorge, Alipio M.; Azevedo, Paulo J.. "Comparing rule measures for predictive association rules". Paper presented in 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.
    Published
  97. Azevedo, PJ; Jorge, AM. "Iterative reordering of rules for building ensembles without relearning". 2007.
    10.1007/978-3-540-75488-6_7
  98. Rebelo, Carmen; Brito, Pedro; Soares, Carlos; Jorge, Alipio. "Factor Analysis to Support the Visualization and Interpretation of Clusters of Portal Users". Paper presented in 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings)(WI'06), Hong Kong, China, 2006.
    Published • 10.1109/WI.2006.77
  99. Domingues, Marcos; Soares, Carlos; Jorge, Alipio. "A Web-Based System to Monitor the Quality of Meta-Data in Web Portals". Paper presented in 2006 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology Workshops, Hong Kong, China, 2006.
    Published • 10.1109/WI-IATW.2006.24
  100. Carvalho, Carla; Jorge, Alipio; Soares, Carlos; Carvalho, C; Jorge, AM; Soares, C. "Personalization of E-newsletters Based on Web Log Analysis and Clustering". Paper presented in 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings)(WI'06), Hong Kong, China, 2006.
    Published • 10.1109/WI.2006.130
  101. Azevedo, Paulo J.; Jorge, Alípio M.; Pereira, Fernando; Jorge, AM; Pereira, F; Azevedo, PJ. "Visual interactive subgroup discovery with numerical properties of interest". Paper presented in DISCOVERY SCIENCE, 2006.
    10.1007/11893318_31
  102. 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
  103. Escudeiro, NF; Jorge, AM. "Semi-automatic creation and maintenance of web resources with webTopic". 2006.
    10.1007/11908678_6
  104. 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
  105. Jorge, AM; Azevedo, PJ; Pereira, F. "Distribution rules with numeric attributes of interest". Paper presented in KNOWLEDGE DISCOVERY IN DATABASES: PKDD 2006, 2006.
    10.1007/11871637_26
  106. Jorge, Alípio M.; Azevedo, Paulo J.. "An experiment with association rules and classification: post-bagging and conviction". 2005.
    10.1007/11563983_13
  107. Jorge, A.M.; Jorge, A.. "Hierarchical clustering for thematic browsing and summarization of large sets of association rules". Paper presented in the Fourth SIAM International Conference on Data Mining, SDM 2004, Orlando, Florida, 2004.
    Published • 10.1137/1.9781611972740.17
  108. Veloso, M.; Jorge, A.M.; Azevedo, P.J.. "Model-based collaborative filtering for team building support". Paper presented in ICEIS 2004 - Sixth International Conference on Enterprise Information Systems, Porto, Portugal, 2004.
    Published
  109. Veloso, M; Jorge, A; Azevedo, PJ. "Model-based collaborative filtering for team building support". 2004.
  110. e Silva, A.C.; Jorge, A.; Torgo, L.; Jorge, A.M.. "Automatic Selection of Table Areas in Documents for Information Extraction". Paper presented in Portuguese Conference on Artificial Intelligence, EPIA 2003, 2003.
    Published
  111. 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
  112. Jorge, A; Pocas, J; Azevedo, P. "Post-processing operators for browsing large sets of association rules". Paper presented in DISCOVERY SCIENCE, PROCEEDINGS, 2002.
    10.1007/3-540-36182-0_43
  113. Voß, A; Richter, G; Moyle, S; Jorge, A. "Collaboration support for virtual data mining enterprises". 2001.
    10.1007/3-540-44814-4_9
  114. Jorge, A; Brazdil, PB. "Integrity constraints in ILP using a Monte Carlo approach". Paper presented in Inductive Logic Programming, 1997.
    10.1007/3-540-63494-0_58
  115. Jorge, A; Brazdil, P. "Learning recursion with iterative bootstrap induction". Paper presented in European Conference on Machine Learning (ECML 95), 1995.
    10.1007/3-540-59286-5_72
  116. Brazdil, P; Jorge, A. "Learning by Refining Algorithm Sketches". 1994.
Conference poster
  1. Ferreira de Oliveira, José Miguel P.; Alves, Samuel; Nogueira, Diogo; Jorge, Alípio M.; santos, conceição; Fernandes, Eduarda. "Protocol refinement in tumour spheroid formation and machine-learning classification". Paper presented in 13.º Encontro Nacional de Química Orgânica (13ENQO) e 6.º Encontro Nacional de Química Terapêutica (6ENQT), 2020.
Edited book
  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, United States: 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, United States: 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, United States: 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.
Journal article
  1. Harrison Kurunathan; Kai Li; Eduardo Tovar; Alípio Mario Jorge; Wei Ni; Abbas Jamalipour. "DRL-KeyAgree: An Intelligent Combinatorial Deep Reinforcement Learning-Based Vehicular Platooning Secret Key Generation". IEEE Transactions on Intelligent Transportation Systems (2024): https://doi.org/10.1109/TITS.2024.3410534.
    10.1109/TITS.2024.3410534
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. Figueiredo, F; Jorge, A. "Identifying topic relevant hashtags in Twitter streams". INFORMATION SCIENCES (2019):
    10.1016/j.ins.2019.07.062
  12. 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
  13. 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
  14. 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
  15. Vinagre, J; Jorge, AM; Gama, J. "Online bagging for recommender systems". EXPERT SYSTEMS (2018):
    10.1111/exsy.12303
  16. 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
  17. 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
  18. 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
  19. 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
  20. 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
  21. 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
  22. 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
  23. 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.
    Published • 10.1186/1678-4804-20-11
  24. 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
  25. 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.
    Published • 10.1016/j.ipm.2012.07.009
  26. 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.
    Published • 10.1007/s13735-012-0025-1
  27. 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.
    Published • 10.1145/2379776.2379786
  28. 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.
    Published • 10.1007/s13173-012-0077-3
  29. 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.
    Published • 10.1007/s13173-012-0069-3
  30. 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/.
    Published • 10.3233/ida-2012-0532
  31. 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.
    Published • 10.3233/ida-2011-0509
  32. 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.
    Published • 10.1007/s10618-010-0173-y
  33. 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.
    Published • 10.1007/s10032-005-0001-x
  34. 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
  35. 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.
    Published
Report
  1. Universidade do Porto. Faculdade de Engenharia. 1993. Estudo de uma bancada de teste para redutores : relatório final. oai:digitool.fe.up.pt:228991.
Thesis / Dissertation
  1. Vieira, André Mirante. "Animais de rua". Master, 2016. http://hdl.handle.net/10400.8/1618.
  2. Lilian Berton. "Construção de redes baseadas em vizinhança para o aprendizado semissupervisionado". PhD, 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". Master, 2015. http://hdl.handle.net/10400.8/1619.
  4. Fabiano Fernandes dos Santos. "Extração de tópicos baseado em agrupamento de regras de associação". PhD, 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". Master, 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". PhD, 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". PhD, 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". Master, 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". PhD, 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". Master, 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]". PhD, 1998. http://hdl.handle.net/10216/64270.

Other

Dataset
  1. Silvano, Purificação; Jorge, Alípio M.; Leal, António; Amorim, Evelin; Sousa, Hugo; Cantante, Inês; Campos, Ricardo; Nunes, Sérgio. Text2Story Lusa Annotated dataset. https://rdm.inesctec.pt/no/dataset/cs-2023-018. 2023.
  2. Nunes, Sérgio; Jorge, Alípio M.; Leal, António; Amorim, Evelin; Sousa, Hugo; Cantante, Inês; Silvano, Purificação; Campos, Ricardo. Text2Stry Lusa dataset. https://rdm.inesctec.pt/dataset/cs-2023-015. 2023.
Other output
  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. 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.
  27. 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.
  28. 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
  29. 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.
  30. 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.
  31. 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.
  32. 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.
  33. Iterative Induction of Logic Programs: An approach to logic program synthesis from incomplete specifications. 1998. Alípio Jorge. http://repositorio.inesctec.pt/handle/123456789/2928.
Standard or policy
  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.
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2017 - 2022 Neural Language Modeling and Symbolic Representation for Extracting and Exploring Relations and Actors from Text
Supervisor
 PDCC - Programa Doutoral em Ciência de Computadores (PhD)
Universidade do Porto, Portugal
2017 - 2022 Prediction of the Time of Onset for the Transthyretin Familial Amyloid Polyneuropathy using Genealogical and Clinical Data
Supervisor
 PRODEI - Programa Doutoral em Engenharia Informática, Faculdade de Engenharia (PhD)
Universidade do Porto, Portugal
2017 - 2022 Automatic Construction of Domain Specific Sentiment Lexicons
Co-supervisor
 Programa Doutoral MAPi em Informática (PhD)
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
Supervisor
 Programa Doutoral em Digital Media (PhD)
Universidade do Porto, Portugal
2013 - 2019/05 Metalearning for multiple-domain Transfer Learning
Co-supervisor
 Ciência de Computadores (PhD)
Universidade do Porto, Portugal
2014 - 2018/11 A Long Term Goal Recommender Approach for Learning Environments
Supervisor
 MAPi – Doutoramento em Informática (PhD)
2012 - 2016/07 Scalable adaptive collaborative filtering
Supervisor
 MAPi – Doutoramento em Informática (PhD)
2013 - 2016 Time aware recommender systems
Supervisor
 MAPi (PhD)
Universidade do Porto, Portugal
2013 - 2013 Disambiguating Implicit Temporal Queries for Temporal Information Retrieval Applications
Co-supervisor
 Ciência de Computadores (PhD)
Universidade do Porto, Portugal
2013 - 2013 Adaptive Hypertext: The shattered document approach
Co-supervisor
 Ciência de Computadores (PhD)
Universidade do Porto, Portugal
2013 - 2013 A Multi-Agent approach for Web Adaptation
Supervisor
 Engenharia Informática (PhD)
Universidade do Porto, Portugal
2013 - 2013 Active learning for hierarchical clustering: a confidence based approach
Co-supervisor
 Computação (PhD)
Universidade de São Paulo, Brazil
2013 - 2013 Ferramentas para Análise de Posicionamento de Pessoas em Centros Comerciais
Co-supervisor
 Ciência de Computadores (Master)
Universidade do Porto, Portugal
2013 - 2013 Aplicação de Aprendizagem Ativa em Tarefas de Extração de Opinião
Supervisor
 Ciência de Computadores (Master)
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
Co-supervisor
 PDCC - Doutoramento em Ciência de Computadores (PhD)
2009 - 2013 Disambiguating Implicit Temporal Queries for Temporal Information Retrieval Application
Co-supervisor
 PDCC - Programa Doutoral em Ciência de Computadores (PhD)
1997 - 2013 Multi-Agent approach for Web Adaptation
Supervisor
 PRODEI - Programa Doutoral em Engenharia Informática (PhD)
1997 - 2013 Adaptive Hypertext: The shattered document approach,
Supervisor
 Doutoramento em Informática (PhD)
2012 - 2012 Semi-automatic classification: using active learning for efficient class coverage
Supervisor
 Engenharia Informática (PhD)
Universidade do Porto, Portugal
2008 - 2012 Semi-automatic classification: using active learning for efficient class coverag
Supervisor
 PRODEI - Programa Doutoral em Engenharia Informática (PhD)
2011 - 2011 Serviço de alto desempenho computacional para classificação de vídeos endoscópicos
Co-supervisor
 Ciência de Computadores (Master)
Universidade do Porto, Portugal
2010 - 2010 Exploiting Multidimensional Data for Web Site Automation
Supervisor
 Ciência de Computadores (PhD)
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
Supervisor
 Doutoramento em Informática (PhD)
2008 - 2008 Travel time prediction for the planning of mass transit companies: a machine learning approach
Co-supervisor
 Ciências da Engenharia (PhD)
Universidade do Porto, Portugal
2004 - 2008 Travel Time Prediction for the Planning of Mass Transit Companies: a Machine Learning Approach
Co-supervisor
 doutoramento em Ciências da Engenharia (PhD)
Universidade do Porto, Portugal
2001 - 2001 Regras e Casos: Uma Abordagem à Aprendizagem Relacional Multi-estratégia
Co-supervisor
 Ciência de Computadores (PhD)
Universidade do Porto, Portugal
1996 - 2001 Regras e Casos: Uma Abordagem à Aprendizagem Relacional Multi-estratégia
Co-supervisor
 Doutoramento em Ciência de Computadores (PhD)
Universidade do Porto, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
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)
Conference (Co-organisor)
 Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal

IEEE, United States

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2013 Data mining em dados que evoluem ao longo do tempo: Redes Sociais Joana Margarida Duarte Gomes (Master)
Universidade do Porto, Portugal

Association member

Society Organization name Role
1990/01 - Current APPIA-Associação Portuguesa para a Inteligência Artificial

Conference scientific committee

Conference name Conference host
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

Journal scientific committee

Journal title (ISSN) Publisher
2021 - Current Machine Learning journal Springer Nature
2020/06/01 - Current 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
Distinctions

Award

2024 Best Demo Paper Award ECIR 2024
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, France

Other distinction

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