Joao Paulo Carvalho

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João Paulo Carvalho

João Paulo Carvalho received the Licenciado (1992), Mestre (MSc - 1996) and Doutor (PhD - 2002) degrees in Electrical and Computer Engineering from Instituto Superior Técnico, Lisbon, Portugal, where he is currently a Professor at the Department of Electrical Engineering and Computation. He has taught courses on Computational Intelligence, Distributed Systems, Computer Architectures and Digital Circuits since 1998. He is also a researcher at INESC-ID Lisboa since 1991, where until 2008 he was with the Soft Computing group, and currently is a senior researcher at L2F – Spoken Language Systems Laboratory. His main research interests involve applying Computational Intelligence techniques to solve problems in non-computing related areas. He has authored over 50 papers in international scientific Journals, book chapters and peer-reviewed conferences.

Teaching Activities (at IST)

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Conference Organization

  • WCCI 2010 - 2010 IEEE World Congress on Computational Intelligence, Barcelona, Spain (Web Chair)

Other Activities

  • Member of IEEE SMC Technical Committee on Soft Computing

Ongoing Projects

Publications

Books

2020

Edited Books

2016

  • Joao P. Carvalho, Marie-Jeanne Lesot, Uzay Kaymak, Susana Vieira, Bernardette Bouchon-Meunier, Ronald R. Yager, Information Processing and Management of Uncertainty in Knowledge-Based Systems vol 1, Springer, Communications in Computer and Information Science, 610, June 2016
  • Joao P. Carvalho, Marie-Jeanne Lesot, Uzay Kaymak, Susana Vieira, Bernardette Bouchon-Meunier, Ronald R. Yager, Information Processing and Management of Uncertainty in Knowledge-Based Systems vol 2, Springer, Communications in Computer and Information Science, 611, June 2016

2009

  • Joao P. Carvalho, D. Dubois, U. Kaymak, J. M. C. Sousa, 2009 International Fuzzy Systems Association World Congress, 2009 European Society for Fuzzy Logic and Technology Conference Final Program and Book of Abstracts, IST, July 2009

Book Chapters

2020

  • João Nuno Martins de Almeida, Salomé Azevedo, Joao P. Carvalho, Computational Intelligence and Mathematics for Tackling Complex Problems, studies in computational Intelligence, vol 819, chapter Towards Automatic Web Identification of Solutions in Patient Innovation, Springer Cham, January 2020

2019

  • Marco Vicente, Fernando Batista, Joao P. Carvalho, Gender Detection of Twitter Users Based on Multiple Information Sources, chapter Gender Detection of Twitter Users Based on Multiple Information Sources, Springer International Publishing, May 2019
  • Hugo Farinha, Joao P. Carvalho, Trends in Mathematics and Computational Intelligence, chapter A Fuzzy Approach for Measuring Sentence Checkability—Preliminary Results, Springer, Cham, January 2019

2018

  • Marco Paulo Fernandes Vicente, Fernando Batista, Joao P. Carvalho, Interactions Between Computational Intelligence and Mathematics Part 2, chapter Gender Detection of Twitter Users Based on Multiple Information Sources, Springer International Publish, November 2018
  • Hugo Rosa, Fernando Batista, Joao P. Carvalho, Interactions Between Computational Intelligence and Mathematics (Special issue of ESCIM2015), chapter Page Rank vs. Katz: Is the centrality algorithm choice relevant to measure user influence in Twitter?, Springer, October 2018

2016

  • Marco Paulo Fernandes Vicente, Fernando Batista, Joao P. Carvalho, Information Processing and Management of Uncertainty in Knowledge-Based Systems - Volume 611 of the series Communications in Computer and Information Science, chapter Creating Extended Gender Labelled Datasets of Twitter Users, pp 690-702, Springer, June 2016

2015

  • Marco Paulo Fernandes Vicente, Joao P. Carvalho, Fernando Batista, Communications in Computer and Information Science Vol 563 - International Languages, Applications and Technologies, chapter Using Unstructured Profile Information for Gender Classification of Portuguese and English Twitter Users, pp 57-64, Springer, December 2015

2012

  • Lokukaluge P. Perera, Joao P. Carvalho, C. Guedes Soares, Maritime Engineering and Technology, chapter Intelligent guidance in collision avoidance of maritime transportation, p.p. 9-17, Taylor & Francis, November 2012
  • Joao P. Carvalho, Soft Computing in Humanities and Social Sciences, chapter Rule Based Fuzzy Cognitive Maps in Humanities, Social Sciences and Economics, Springer, , January 2012

2010

  • L. P. Perera, Joao P. Carvalho, C. Guedes Soares, Advanced Ship Design for Pollution Prevention, chapter Autonomous guidance and navigation based on the COLREGs rules and regulations of collision avoidance pp.205-216, Taylor & Francis, March 2010

2009

  • Joao P. Carvalho, José Alberto Batista Tomé, Views on Fuzzy Sets and Systems from Different Perspectives. Philosophy and Logic, Criticisms and Applications. (Studies in Fuzziness and Soft Computing), chapter Fuzzy Mechanisms for Qualitative Causal Relations, Ch. 19, pp. 393–416, Springer-Verlag, , February 2009

Edited Journals

2018

  • Joao P. Carvalho, Symmetry in Fuzzy Sets and Systems, MDPI, Number 1, Volume 11, January 2018

International Journals

2022

  • Pedro Guilherme-Garcia, Majda Smole, Marko Stalevski, Santiago González-Gaitán, João Rino-Silvestre, Joao P. Carvalho, Ana Maria Mourão, EmulART: Emulating Radiative Transfer - A pilot study on autoencoder based dimensionality reduction for radiative transfer models, Neural Computing and Applications, Springer, doi: 10.1007/s00521-022-08071-x, December 2022
  • Rui Ligeiro, Joao P. Carvalho, Model Order Determination: A Multi-Objective Evolutionary Neural Network Scheme, Springer Nature Computer Science, Springer, vol. 252, n. 3, pages 3:252 1-13, doi: 10.1007/s42979-022-01134-9, April 2022
  • Daria Livesey, Keeley Crockett, Naeemeh Adel, Joao P. Carvalho, An Interval Type-2 Fuzzy Ontological Similarity Measure, IEEE ACCESS, IEEE, December 2022

2021

  • Ana Margarida Veiga Simão, Paula Ferreira, Nádia Pereira, Sofia Oliveira, Paula Paulino, Hugo Rosa, Ricardo Ribeiro, Luísa Coheur, Joao P. Carvalho, Isabel Trancoso, Prosociality in Cyberspace: Developing Emotion and Behavioral Regulation to Decrease Aggressive Communication, Cognitive Computation, Springer, vol. 13, n. 3, pages 736–750, doi: 10.1007/s12559-021-09852-7, May 2021

2020

  • Darío Baptista, Joao P. Carvalho, F. Morgado-Dias, Comparing different solutions for forecasting the energy production of a wind farm, Neural Computing and Applications, Springer Verlag, vol. 32, n. 1, pages 15825–15833, doi: 10.1007/s00521-018-3628-5, Germany, October 2020

2019

  • Hugo Rosa, Nádia Pereira, Ricardo Ribeiro, Paula da Costa Ferreira, Joao P. Carvalho, Sofia Oliveira, Luísa Coheur, Paula Paulino, Ana Margarida Veiga Simão, Isabel Trancoso, Automatic cyberbullying detection: A systematic review, Computers in Human Behavior, Elsevier, vol. 93, pages 333-345, doi: https://doi.org/10.1016/j.chb.2018.12.021, January 2019

2017

  • Joao P. Carvalho, Hugo Rosa, Gaspar Manuel Rocha Brogueira, Fernando Batista, MISNIS: An Intelligent Platform for Twitter Topic Mining, Expert Systems With Applications, Elsevier, vol. 89, pages 374-388, doi: https://doi.org/10.1016/j.eswa.2017.08.001, December 2017
  • Catarina Rebelo, Inês Pereira, Hugo Rosa, Fernando Batista, Joao P. Carvalho, Twitter: from platform for mobilization to platform for commentary. The 2014 meet in Lisbon, (OBS*)ERVATORIO, Obercom, vol. 11, n. 4, pages 19-41, Portugal, December 2017
  • Rita Viegas, Cátia Salgado, Sérgio dos Santos Lopes Curto, Joao P. Carvalho, Susana M. Vieira, Stan N. Finkelstein, Daily prediction of ICU readmissions using feature engineering and ensemble fuzzy modeling, Expert Systems with Applications, Elsevier, vol. 79, pages 244-253, doi: 10.1016/j.eswa.2017.02.036, August 2017

2016

  • Gaspar Manuel Rocha Brogueira, Fernando Batista, Joao P. Carvalho, A Smart System for Twitter Corpus Collection, Management and Visualization, International Journal of Technology and Human Interaction (IJTHI), IGI Global, vol. 13, n. 3, pages 13-32, December 2016
  • Gaspar Manuel Rocha Brogueira, Fernando Batista, Joao P. Carvalho, Using geolocated tweets for characterization of Twitter in Portugal and the Portuguese administrative regions, Social Network Analysis and Mining, Springer, vol. 6, n. 1, pages 1-20, doi: DOI: 10.1007/s13278-016-0347-8, June 2016

2015

  • Laura Beatriz Torres Simões Wise, Paulo Fonseca, Alberto Murta, Cristina Silva, Hugo Mendes, Joao P. Carvalho, Maria de Fatima Borges, Aida Campos, A knowledge-based model for evaluating the impact of gear-based management measures under Europe’s new Common Fisheries Policy, ICES Journal of Marine Science, Oxford Journals, vol. 72, n. 4, pages 1140-1151, doi: doi: 10.1093/icesjms/fsv002, May 2015
  • Sérgio Esteves, João Nuno de Oliveira e Silva, Joao P. Carvalho, Luís Veiga, Incremental Dataflow Execution, Resource Efficiency and Probabilistic Guarantees with Fuzzy Boolean Nets, Journal of Parallel and Distributed Computing (JPDC), Elsevier, vol. 79, n. 80, pages 52-56, doi: 10.1016/j.jpdc.2015.03.001, May 2015

2014

  • José Alberto Batista Tomé, Joao P. Carvalho, Fuzzy Boolean Nets - A Nature Inspired Model for Learning and Reasoning, Fuzzy Sets and Systems, Elsevier, vol. 253, pages 1-27, doi: 10.1016/j.fss.2014.04.020, August 2014
  • L. P. Perera, Joao P. Carvalho, C. Guedes Soares, Solutions to the Failures and Limitations of Mamdani Fuzzy Inference in Ship Navigation, IEEE TVT - IEEE Transactions on Vehicular Technology, IEEE Xplore, vol. 63, n. 4, pages 1539-1554, May 2014
  • Tiago Sousa, Zita Vale, Joao P. Carvalho, Tiago Pinto, Hugo Morais, A Hybrid Simulated Annealing approach to handle Energy Resource Management considering an intensive use of Electric Vehicles, Energy, Elsevier, vol. 67, pages 81-96, April 2014
  • Ana C. Meira Castro, Joao P. Carvalho, Maria C. S. Ribeiro, João P. Meixedo, Francisco J. G. Silva, António Fiúza, Maria L. Diniz, An integrated recycling approach for GFRP pultrusion wastes: Recycling and Reuse Assessment into New Composite Materials using Fuzzy Boolean Nets, Journal of Cleaner Production, Elsevier, vol. 66, pages 420-430, doi: 10.1016/j.jclepro.2013.10.030, March 2014

2013

  • Joao P. Carvalho, On the Semantics and the Use of Fuzzy Cognitive Maps and Dynamic Cognitive Maps in Social Sciences, Fuzzy Sets and Systems, Elsevier, vol. 214, pages 6-19, doi: 10.1016/j.fss.2011.12.009, February 2013

2012

  • Ana Meira Castro, Joao P. Carvalho, J. P. Meixedo, A qualitative description of soil parameters variation due to a prescribed fire in Portuguese northwestern forests using Fuzzy Boolean Nets - The case study of Cabreira mountain, Geoderma, Elsevier, vol. 191, pages 89-96, doi: http://dx.doi.org/10.1016/j.geoderma.2012.02.008, October 2012
  • Laura Beatriz Torres Simões Wise, Alberto Murta, Joao P. Carvalho, Marta Mesquita, Qualitative modelling of fishermen’s behaviour in a pelagic fishery, Ecological Modelling, Elsevier, vol. 228, pages 112-122, doi: http://dx.doi.org/10.1016/j.ecolmodel.2011.12.008, May 2012
  • Prasad Perera, Joao P. Carvalho, C. Guedes Soares, Intelligent Ocean Navigation and Fuzzy-Bayesian Decision-Action formulation, IEEE Journal of Ocean Engineering, IEEE, vol. 37, n. 2, pages 204-219, April 2012

2011

  • L. P. Pereira, Joao P. Carvalho, C. Guedes Soares, Fuzzy-logic based decision making system for collision avoidance of ocean navigation under critical collision conditions, Journal of Marine Science and Technology, Springer, vol. 16, n. 1, pages 84-99, doi: 10.1007/s00773-010-0106-x, March 2011
  • Ana Meira Castro, Joao P. Carvalho, Susana Ribeiro, Prescribed Burning Impact on Forest Soil Properties - A Fuzzy Boolean Nets Approach, Environmental Research , Elsevier, vol. 111, n. 2, pages 199-204, doi: 10.1016/j.envres.2010.03.004, February 2011
  • Nuno Homem, Joao P. Carvalho, Finding top-k elements in a time-sliding window, Evolving Systems, Springer, vol. 2, n. 1, pages 51-71, January 2011

2010

  • Nuno Homem, Joao P. Carvalho, Finding top-k elements in data streams, Information Sciences, Elsevier, vol. 180, n. 24, pages 4958-4974, doi: 10.1016/j.ins.2010.08.024, December 2010

2007

2004

Edited Proceedings

2020

  • Marie-Jeanne Lesot, Susana Vieira, Marek Z. Reformat, Joao P. Carvalho, Anna Wilbik, Bernardette Bouchon-Meunier, Ronald R. Yager, Information Processing and Management of Uncertainty in Knowledge-Based Systems: 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part I, Springer, Communications in Computer and Information Science, 1237, Lisboa, Portugal, June 2020
  • Marie-Jeanne Lesot, Susana Vieira, Marek Z. Reformat, Joao P. Carvalho, Anna Wilbik, Bernadette Bouchon-Meunier, Ronald R. Yager, Information Processing and Management of Uncertainty in Knowledge-Based Systems: 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part II, Springer, Communications in Computer and Information Science, 1238, Lisbon, Portugal, June 2020
  • Marie-Jeanne Lesot, Susana Vieira, Marek Z. Reformat, Joao P. Carvalho, Anna Wilbik, Bernadette Bouchon-Meunier, Ronald R. Yager, Information Processing and Management of Uncertainty in Knowledge-Based Systems: 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part III, Springer, Communications in Computer and Information Science, 1239, Lisbon, Portugal, June 2020

2016

  • Joao P. Carvalho, Marie-Jeanne Lesot, Uzay Kaymak, Susana Vieira, Bernardette Bouchon-Meunier, Ronald R. Yager, 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based systems (IPMU 2016) - Final Program and Book of Abstracts, TU/e - Technische Universiteit, ISBN: 978-90-386-4108-9, Eindhoven, The Netherlands, June 2016

2009

  • Joao P. Carvalho, D. Dubois, U. Kaymak, J. M. C. Sousa, 2009 International Fuzzy Systems Association World Congress, 2009 European Society for Fuzzy Logic and Technology Conference, Lisbon, Portugal, July 2009

International Conferences

2022

  • Joao P. Carvalho, Artur Simões, Fast Text based classification of news snippets for Telecom Assurance, In IPMU 2022, The 19th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Springer Nature, vol. 1602, series Communications in Computer Science, pages 69-81, doi: https://doi.org/10.1007/978-3-031-08974-9_6, Milan, Italy, July 2022

2021

  • Naeemeh Adel, Keeley Crocket, Valerie Cross, Joao P. Carvalho, Fuzzy Influence in Fuzzy Semantic Similarity Measures, In FUZZ-IEEE 2021, IEEE, pages 1-7, Glasgow, July 2021
  • Rita Ramos, Patrícia Pereira, Helena Moniz, Joao P. Carvalho, Bruno Martins, Retrieval Augmentation for Deep Neural Networks, In IEEE/INNS International Joint Conference on Neural Networks (IJCNN), July 2021

2020

  • Naeemeh Adel, Keeley Crockett, David Chandran, Joao P. Carvalho, Interpreting Human Responses in Dialogue Systems using Fuzzy Semantic Similarity Measures, In 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2020), IEEE, Glasgow, Scotland, July 2020
  • João Pedro Gonçalves Lages, Joao P. Carvalho, Relevance Ranking for Web Search, In 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2020), IEEE, Glasgow, Scotalabd, July 2020
  • Marco Felgueiras, Fernando Batista, Joao P. Carvalho, Creating Classification Models from Textual Descriptions of Companies Using Crunchbase, In IPMU2020 - International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Springer, vol. 1237, series Communications in Computer and Information Science, pages 695-707, Lisbon, Portugal, June 2020
  • Nuno M. Rodrigues, Joao P. Carvalho, Fernando M. Janeiro, Pedro M. Ramos, Electrical Power Grid Frequency Estimation with Fuzzy Boolean Nets, In IPMU2020 - International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Springer, vol. 1237, series Communications in Computer and Information Science, pages 667-679, Lisbon, Portugal, June 2020

2019

  • Joao P. Carvalho, Pedro Gregório, A Case Study on Wildfire Propagation Modelling Using Evolving Rule Based Fuzzy Cognitive Maps, In 2019 Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2019), Atlantis Press, vol. 1, series Atlantis Studies in Uncertainty Modelling, pages 573-579, doi: https://doi.org/10.2991/eusflat-19.2019.79, Prague, Czech Republic, September 2019
  • João Nuno Martins de Almeida, Joao P. Carvalho, Salomé Azevedo, 2Gather4Health: Automatic Web Identification of Solutions in Patient Innovation, In 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE, pages 1057-1062, doi: 10.1109/FUZZ-IEEE.2019.8858881, New Orleans, LA, USA , June 2019
  • João M. C. Sousa, Susana Vieira, Joao P. Carvalho, Sara C. Madeira, Leo Celi, Stan N. Finkelstein, An Architecture Based on Fuzzy Systems for Personalized Medicine in ICUs, In 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE, pages 705-710, doi: 10.1109/FUZZ-IEEE.2019.8858903, New Orleans, LA, USA, June 2019
  • Naeemeh Adel, Keeley Crocket, Alan Crispin, Joao P. Carvalho, David Chandran, Human Hedge Perception – and its Application in Fuzzy Semantic Similarity Measures, In 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE, pages 1064-1070, doi: 10.1109/FUZZ-IEEE.2019.8858880, New Orleans, Louisiana, USA, June 2019
  • Joao P. Carvalho, On the Implementation of Evolving Dynamic Cognitive Maps, In 2019 International Fuzzy Systems Association World Congress (IFSA-NAFIPS2019), Springer Cham, pages 201-213, doi: https://doi.org/10.1007/978-3-030-21920-8_19, Lafayette, LA, USA, June 2019

2018

  • André Carvalho, Pável Calado, Joao P. Carvalho, Tag-Based User Fuzzy Fingerprints for Recommender Systems, In IPMU2018 - 17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Springer, vol. 855, series Communications in Computer and Information Science, pages 748-758, Cadiz, Spain, June 2018

2017

  • Hugo Miguel Engrácio Farinha, Joao P. Carvalho, ESCIM2017, 9th European Symposium on Computational Intelligence and Mathematics, In ESCIM2017, 9th European Symposium on Computational Intelligence and Mathematics, Springer-Verlag, series Studies on Computational Intelligence, Faro, Portugal, October 2017
  • S. Mostafa, Joao P. Carvalho, F. Morgado-Dias, A. Ravelo, Optimization of Sleep Apnea Detection using SpO2 and ANN, In ICAT2017, XXVI International Conference on Information, Communication and Automation Technologies, IEEE XPlore, doi: 10.1109/ICAT.2017.8171609, Sarajevo, Bosnia-Herzegovina, October 2017
  • André Carvalho, Pável Calado, Joao P. Carvalho, Fuzzy Fingerprints for Item-Based Collaborative Filtering, In 10th Conference of the European Society for Fuzzy Logic and Technology - EUSFLAT2017, Springer, series Advances in Fuzzy Logic and Technology, pages 419-430, , Warsaw, Poland, September 2017
  • Keeley Crocket, Naomi Adel, James O'Shea, Alan Crispin, David Chandran, Joao P. Carvalho, Application of Fuzzy Semantic Similiarty Measures to Event Detection Within Tweets, In FUZZ-IEEE, 2017 IEEE International Conference on Fuzzy Systems, IEEE Xplorer, Naples, Italy, July 2017
  • André Carvalho, Pável Calado, Joao P. Carvalho, Combining Ratings and Item Descriptions in Recommendation Systems
using Fuzzy Fingerprints, In FUZZ-IEEE, 2017 IEEE International Conference on Fuzzy Systems, IEEE Xplorer, Naples, Italy, July 2017
  • Joao P. Carvalho, Hugo Rosa, Fernando Batista, Detecting relevant tweets in very large tweet collections: the London Riots case study, In FUZZ-IEEE, 2017 IEEE International Conference on Fuzzy Systems, IEEE Xplorer, Naples, Italy, July 2017

2016

  • Marco Paulo Fernandes Vicente, Fernando Batista, Joao P. Carvalho, Improving Twitter gender classification using multiple classifiers, In 8th European Symposium on Computational Intelligence and Mathematics (ESCIM 2016), pages 121 - 127, Sofia, Bulgaria, October 2016
  • Sérgio dos Santos Lopes Curto, Joao P. Carvalho, Cátia Salgado, Susana M. Vieira, João M. C Sousa, Predicting ICU readmissions based on bedside medical text notes, In 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE Xplorer, pages 2144-a - 215, doi: 10.1109/FUZZ-IEEE.2016.7737956, Vancouver, Canada, July 2016
  • Marco Paulo Fernandes Vicente, Fernando Batista, Joao P. Carvalho, Creating Extended Gender Labelled Datasets of Twitter Users, In IPMU2016 - 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based systems, Springer, vol. 611, series Communications in Computer and Information Science, pages 690-702, TU Eindhoven, The Netherlands, June 2016

2015

  • Hugo Rosa, Joao P. Carvalho, Fernando Batista, Detecting User Influence in Twitter: PageRank vs Katz, a case study, In ESCIM - 7th European Symposium on Computational Intelligence and Mathematics, pages 212-217, Cádiz, Spain, October 2015
  • Fernando Batista, Joao P. Carvalho, Text based classification of companies in CrunchBase, In FUZZ-IEEE2015 IEEE International Conference on Fuzzy Systems, IEEE, pages , Istambul, Turkey, August 2015
  • Marco Paulo Fernandes Vicente, Fernando Batista, Joao P. Carvalho, Twitter gender classification using user unstructured information, In FUZZ-IEEE, 2015 IEEE International Conference on Fuzzy Systems, IEEE, Istambul, Turkey, August 2015
  • Joao P. Carvalho, F.V. Camelo, One Day Ahead Stream Flow Forecasting, In IFSA-EUSFLAT 2015, 16th World Congress of the International Fuzzy Systems Association, 9th Conference of the European Society for Fuzzy Logic and Technology, Atlantis Press, pages 1168-1175, Gijon, Spain, July 2015
  • Gaspar Manuel Rocha Brogueira, Fernando Batista, Joao P. Carvalho, Using Geolocated Tweets for Characterization of Portuguese Administrative Regions, In 18th AGILE International Conference on Geographic Information Science, Lisboa, Portugal, June 2015
  • Marco Paulo Fernandes Vicente, Joao P. Carvalho, Fernando Batista, Using Unstructured Profile Information for Gender Classification of Portuguese and English Twitter Users, In SLATE'15, IV Symposium on Languages, Applications and Technologies, Springer, pages 143-148, Madrid, Spain, June 2015

2014

  • Luís Marujo, Joao P. Carvalho, Anatole Gershman, Jaime Carbonell, João Paulo da Silva Neto, David Martins de Matos, Textual Event Detection using Fuzzy Fingerprints, In IEEE Intelligent Systems IS’14, IEEE, pages 825-836, Warsaw, Poland, September 2014
  • Hugo Rosa, Fernando Batista, Joao P. Carvalho, Twitter Topic Fuzzy Fingerprints, In WCCI2014, FUZZ-IEEE, 2014 IEEE World Congress on Computational Intelligence, International Conference on Fuzzy Systems, IEEE, series IEEE Xplorer, pages 776-783, Beijing, China, July 2014
  • Hugo Rosa, Joao P. Carvalho, Fernando Batista, Detecting a Tweet’s Topic within a Large Number of Portuguese Twitter Trends, In SLATE'14 - 3rd Symposium on Languages, Applications and Technologies, Schloss Dagstuhl, vol. 4659, series OpenAccess Series in Informatics (OASIcs), pages 185-199, doi: http://dx.doi.org/10.4230/OASIcs.SLATE.2014.185, June 2014
  • Gaspar Manuel Rocha Brogueira, Fernando Batista, Joao P. Carvalho, Helena Moniz, Expanding a Database of Portuguese Tweets, In SLATE'14 3rd Symposium on Languages, Applications and Technologies, Schloss Dagstuhl, vol. 4569, series OpenAccess Series in Informatics (OASIcs), pages 275-282, Bragança, Portugal, June 2014
  • Gaspar Manuel Rocha Brogueira, Fernando Batista, Joao P. Carvalho, Helena Moniz, Portuguese geolocated tweets: an overview, In ISDOC2014 - Proceedings of the International Conference on Information Systems and Design of Communication, ACM, pages 178-179, Lisbon, Portugal, May 2014

2013

  • Laura Beatriz Torres Simões Wise, Joao P. Carvalho, Alberto Murta, Rule Based Fuzzy Cognitive Maps: A tool for modeling qualitative information, In ICES ASC 2013, 2013 ICES Annual Science Conference, ICES - International Council for the Exploration of the Sea, Reykjavik, Iceland, September 2013
  • Joao P. Carvalho, Luísa Coheur, Introducing UWS – A Fuzzy Based Word Similarity Function with Good Discrimination Capability: Preliminary results, In FUZZ-IEEE2013 - 2013 IEEE International Conference on Fuzzy Systems, IEEE Xplore, pages 1369-1376, July 2013
  • Susana M. Vieira, Joao P. Carvalho, Andre S. Fialho, S. R. Reti, S. N. Finkelstein, Joao M. C. Sousa, A Decision Support System for ICU Readmissions Prevention, In IFSA-NAFIPS2013 - 2013 IFSA World Congress and NAFIPS Annual Meeting, IEEE Xplore, pages 251-256, Edmonton, Canada, June 2013
  • Joao P. Carvalho, Vasco Pedro, Fernando Batista, Towards Intelligent Mining of Public Social Networks’ Influence in Society, In IFSA-NAFIPS2013 - 2013 IFSA World Congress and NAFIPS Annual Meeting, IEEE Xplore, pages 478-483, Edmonton, Canada, June 2013

2012

  • Ludmila Himmelspach, Joao P. Carvalho, Stefan Conrad, On Cluster Validity for Fuzzy Clustering of Incomplete Data, In SUM 2012 - Sixth International Conference on Scalable Uncertainty Management, Lecture Notes in Computer Science, vol 7520, Springer, pages 612-618, Marburg, Germany, September 2012

2011

  • A.C.M. Castro, J.P. Meixedo, Joao P. Carvalho, Acquisition and data analysis related to changes in some forest soils after prescribed fire action, In Pedometrics 2011, pages 68, Trest, Czech Republic, August 2011
  • A.C.M. Castro, J.P. Meixedo, Joao P. Carvalho, Fuzzy Boolean nets investigation of the alteration of some physical forest soil properties due to a prescribed fire action, In Pedometrics 2011, pages 80, Trest, Czech Republic, August 2011
  • L. P. Perera, Joao P. Carvalho, C. Guedes Soares, Mamdani type fuzzy inference failures in navigation, In INDIN 2011 - 9th IEEE International Conference on Industrial Informatics, IEEE Xplorer, pages 99-104, July 2011
  • Nuno Homem, Joao P. Carvalho, Web User Identification with Fuzzy Fingerprints, In FUZZ-IEEE 2011 - 2011 IEEE International Conference on Fuzzy Systems, IEEE Xplorer, pages 2622-2629, Taipei, Taiwan, June 2011
  • L. P. Perera, Joao P. Carvalho, C. Guedes Soares, Intelligent Collision Avoidance Facilities for Maritime Transportation, In MARTECH 2011 - 1st International Conference on Marine Technology and Engineering, Lisboa, Portugal, May 2011
  • Nuno Homem, Joao P. Carvalho, Authorship Identification and Author Fuzzy Fingerprints, In NAFIPS2011 - 30th Annual Conference of the North American Fuzzy Information Processing Society, IEEE Xplorer, pages G401-G406, , El Paso, TX, USA, March 2011

2010

  • L. P. Perera, Joao P. Carvalho, C. Guedes Soares, Bayesian Network based sequential collision avoidance action execution for an Ocean Navigational System, In 8th IFAC Conference on Control Applications in Marine Systems, Rostock, Germany, pages 301-306, Rostock, Germany, September 2010
  • L. P. Perera, Joao P. Carvalho, C. Guedes Soares, Fuzzy-logic based parallel collisions avoidance decision formulation for an Ocean Navigational System, In 8th IFAC Conference on Control Applications in Marine Systems, pages 295-300, Rostock, Germany, September 2010
  • Nuno Homem, Joao P. Carvalho, Dispersion Estimates for Telecommunications Fraud, In IPMU2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Springer, vol. 6178, series Lecture Notes in Artificial Intelligence, pages 370-379, Dortmund, Germany, June 2010
  • Nuno Homem, Joao P. Carvalho, Estimating Top-k Destinations in Data Streams, In IPMU2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Springer, vol. 6178, series Lecture Notes in Artificial Intelligence, pages 290-299, Dortmund, Germany, June 2010
  • L. P. Pereira, Joao P. Carvalho, C. Guedes Soares, Smooth transition between fuzzy regions to overcome failures in fuzzy membership functions of decisions in collision avoidance of ocean navigation, In 25th Mini-EURO Conference on Uncertainty and Robustness in Planning and Decision Making (URPDM2010), Coimbra, Portugal, April 2010

2009

  • L. P. Perera, Joao P. Carvalho, C. Guedes Soares, Decision Making System for the Collision Avoidance of Marine Vessel Navigation based on COLREGs Rules and Regulations, In IMAM09 - International Maritime Association of the Mediterranean Congress, pages 1121-1128, Istanbul, Turkey, October 2009
  • Laura Beatriz Torres Simões Wise, Joao P. Carvalho, A. G. Murta, P. Abreu, A. C. Fernandes, A. L. Ferreira, E. Henriques, D. Silva, G. Pestana, José Alberto Batista Tomé, Cognitive Maps from onboard observers as a tool for fishery management, In ICES Annual Science Conference 2009, Berlin, Germany, September 2009
  • João Pedro, João Pires, Joao P. Carvalho, Ant Colony Optimization for Distributed Routing Path Optimization in Optical Burst-Switched Networks, In IFSA-EUSFLAT 2009 - International Fuzzy systems Association World Congress, European Society for Fuzzy Logic and Technology International Conference, pages 178-183, Lisbon, Portugal, July 2009
  • Joao P. Carvalho, José Alberto Batista Tomé, Rule Based Fuzzy Cognitive Maps in Socio-Economic Systems, In IFSA-EUSFLAT 2009 - International Fuzzy systems Association World Congress, European Society for Fuzzy Logic and Technology International Conference, pages 1821-1826, Lisbon, Portugal, July 2009
  • Joao P. Carvalho, Ana Cristina Meira Castro, Fuzzy Modelling of Prescribed Burning Effects on Soil Physical Properties, In NAFIPS09, IEEE, Cincinnati, USA, June 2009
  • A.C.M. Castro, J. T. Albergaria, J. P. Meixedo, C. M. Delerue Matos, A. Vivas, Joao P. Carvalho, E. Ferreira, M. Costa, A. Freitas, Soil Attributes Dynamc Evaluation After Prescribed Burning Practice in Northwestern Portugal Forest, In FESP II - 2nd International Meeting of Fire Effects on Soil Properties, Marmaris, Turkey, February 2009

2008

  • Joao P. Carvalho, Nuno Filipe da Conceição Lopes Homem, Optimizing a Fraud Detection Process, In IPMU08 -12th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based systems, pages 583-590, Malaga, Spain, June 2008

2007

  • José Alberto Batista Tomé, Joao P. Carvalho, Fuzzy Boolean Networks Learning Behaviour, In ISDA07 - 7th International Conference on Intelligent Systems Design and Applications, IEEE-xplorer, pages 889-894, Rio de Janeiro, Brasil, October 2007
  • Joao P. Carvalho, José Alberto Batista Tomé, Nuno Horta, Fuzzy Boolean Nets Based Paediatrics First Aid Diagnosis, In NAFIPS 07 - International Conference of the North American Fuzzy Information Processing Society, IEEExplorer, pages 644-649, San Diego, USA, June 2007
  • Joao P. Carvalho, José Alberto Batista Tomé, Daniel Chang Yan, Two-Input Fuzzy TPE Systems, In IFSA2007 - 2007 International Fuzzy Systems Association World Congress, Springer, vol. 41, series Advances in Soft Computing, pages 539-548, Mexico, June 2007

2006

2005

  • José Alberto Batista Tomé, Joao P. Carvalho, Market Index Prediction Using Fuzzy Boolean Nets, In HIS'05 - Fifth International Conference on Hybrid Intelligent Systems, IEEE Computer Society, IEEE Computer Society, pages 477-481, Rio Janeiro, Brasil, November 2005
  • Joao P. Carvalho, Nuno Horta, Fuzzy Chess Tactics, In Joint EUSFLAT-LFA 2005, 4th Conference of the European Society for Fuzzy Logic and Technology and 11eme Rencontres Francophones sur la Logique Floue, Barcelona, Spain, September 2005
  • José Alberto Batista Tomé, Joao P. Carvalho, Learning Improvement by detection of incoherent experiments on Fuzzy Boolean Nets, In ICOSSE 2005 International Conference on System Science and Engineering, Rio de Janeiro, Brasil, April 2005

2004

  • Joao P. Carvalho, José Alberto Batista Tomé, Interpolated Linguistic Terms, In NAFIPS2004, 23rd International Conference of the North American Fuzzy Information Processing Society, pages 151-156, Banff, Canada, June 2004

2003

2002

  • José Alberto Batista Tomé, Joao P. Carvalho, Rule Capacity in Fuzzy Boolean Networks, In 21 th International Conference of North American Fuzzy Information Processing Society, NAFIPS 2002, pages 124-128, New Orleans, July 2002

2001

  • Joao P. Carvalho, José Alberto Batista Tomé, Automatic Implementation and Simulation of Qualitative Cognitive Maps, In International Conference on Computational Science, ICCS2001, Springer, series LNCS, pages 217-220, San Francisco, USA, May 2001

2000

  • Joao P. Carvalho, José Alberto Batista Tomé, An Evolutionary Strategy for Learning in Fuzzy Networks, In 19th Int. Conference. of the North American Fuzzy Information Processing Society-NAFIPS, 2000, pages 24-28, Atlanta, USA, July 2000

1999

1997

National Conferences

2015

  • Gaspar Manuel Rocha Brogueira, Fernando Batista, Joao P. Carvalho, Sistema Inteligente de Recolha, Armazenamento e Visualização de Informação proveniente do Twitter, In CAPSI2015 - 15ª Conferência da Associação Portuguesa de Sistemas de Informação, Lisboa, Portugal, October 2015
  • Gaspar Manuel Rocha Brogueira, Fernando Batista, Joao P. Carvalho, Arquitetura e Desenvolvimento de um Repositório de Tweets em Português Europeu, In 5as Jornadas de Informática da Universidade de Évora - JIUE 2015, Springer, Évora, Portugal, February 2015

2013

  • Miguel Rosa Neto, Joao P. Carvalho, João Miguel Almeida, My Mobile Assistant, In INForum 2013 - Atas do 5º Simpósio de Informática, pages 225-236, Évora Portugal, September 2013

Technical Reports

2019

Doctoral Theses

2002

  • Joao P. Carvalho, Mapas Cognitivos Baseados em Regras Difusas:Modelação e Simulação da Dinâmica de Sistemas Qualitativos, PhD thesis, Instituto Superior Técnico, Universidade Técnica de Lisboa, Lisboa, September 2002

Masters Theses

1996

  • Joao P. Carvalho, Gestão Difusa da Participação na Tomada de Decisões numa Organização, MSc thesis, Instituto Superior Técnico - IST, October 1996

Other Publications

2023

  • Patrícia Pereira, Helena Moniz, Isabel de Lima Henriques Dias, Joao P. Carvalho, Context-Dependent Embedding Utterance Representations for Emotion Recognition in Conversations, ArXiv Preprint, April 2023

2022

  • Patrícia Pereira, Helena Moniz, Joao P. Carvalho, Deep Emotion Recognition in Textual Conversations: A Survey, ArXiv Preprint, November 2022

PhD theses

Ongoing

  • Sentiment Analysis for Customer Support Analytics, Patrícia Pereira. Instituto Superior Técnico, University of Lisbon (2020-). Joao P. Carvalho, advisor. Helena Moniz, co-advisor.
  • Fuzzy Natural Language Similarity Measures through Computing With Words, Naomi Adel. School of Computing Mathematics & Digital Technology, Manchester Metropolitan University (2015-). Keeley Crocket, advisor. Joao P. Carvalho, co-advisor.

Finished

  • Leveraging Existing Technologies to Improve Large-Scale Recommender Systems, André Carvalho. (2015-2019). Pável Calado, advisor. Joao P. Carvalho, co-advisor.

MSc theses

Ongoing

  • AI Algorithms for Reconnaissance of Indoor Spaces Using UAV Swarms, Alexandra Fernandes. Instituto Superior Técnico (2023-). António Manuel Raminhos Cordeiro Grilo, advisor. Joao P. Carvalho, co-advisor.
  • AI algorithms for Reconnaissance of Indoor Spaces using UAV Swarms, Alexandra Fernandes. Instituto Superior Técnico, Universidade de Lisboa (2022-). António Manuel Raminhos Cordeiro Grilo, advisor. Joao P. Carvalho, co-advisor.
  • Assessing Recent Developments in Automatic Cyberbullying Detection, António Bessa. Instituto Superior Técnico (2021-). Joao P. Carvalho, advisor.
  • Sentiment Influence in Cryptocurrency Market, . Instituto Superior Técnico (2021-). Joao P. Carvalho, advisor.
  • Intelligent Monitoring of Incidents in Complex Systems, . Instituto Superior Técnico (2021-). Joao P. Carvalho, advisor.
  • On-Site Propagation Model Parameterization based on Fuzzy Boolean Networks, João Miguel Mendes Figueiredo. Instituto Superior Técnico (2021-). António Manuel Raminhos Cordeiro Grilo, advisor. Joao P. Carvalho, co-advisor.
  • Passive clarification of fishing activities based on automatic identification system, Pedro Neves. Instituto Superior Técnico (2021-). António Manuel Raminhos Cordeiro Grilo, advisor. Joao P. Carvalho, co-advisor.
  • Social Media Analytics, Artur Francisco Filipe Simões. Instituto Superior Técnico (2021-). Joao P. Carvalho, advisor. Cristina João Frade, co-advisor.
  • Intelligent Task Assignment and Monitorization, João Pedro Trindade Caldeira. (2020-). Joao P. Carvalho, advisor. Mário Franco, co-advisor.
  • Implementação de Sistema de Decisão e Validação de Processos Usando Algoritmos Estatísticos ou Probablisticos, Jessy Victor Ribeiro das Neves. (2017-). Joao P. Carvalho, advisor.
  • Implementação de Sistema de Decisão e Validação de Processos Usando Fuzzy Sets e Fuzzy Logic, Laura Massano Alegria. (2017-). Joao P. Carvalho, advisor.
  • Mobile Application for Emergency and Disasters Participation and Management, Alfredo Gomes. (2013-). Joao P. Carvalho, advisor.
  • Roadbook APP, Daniel José Horta Rosa. (2011-). Joao P. Carvalho, advisor.

Finished

  • FakeNewSSItes, Diogo Miguel Ferreira Pinheiro. (2019-2021). Joao P. Carvalho, advisor. Luísa Coheur, co-advisor.
  • Intelligent Time-Series Forecasting for Predictive Maintenance, Pedro Ribeiro Santiago Moreira. (2019-2021). Joao P. Carvalho, advisor.
  • IoT System for Air Quality Monitoring with NB-IoT, Bernardo Nuno Bernardo Amaral. IST-UL (2019). António Manuel Raminhos Cordeiro Grilo, advisor. Joao P. Carvalho, co-advisor.
  • Predicting Emergency Department Revisits using Machine Learning and Natural Language Processing, Rúben Belo Matias Heitor Mendes. Instituto Superior Técnico (2018-2019). Susana Vieira, advisor. Joao P. Carvalho, co-advisor.
  • 2Gather4Health: Web Crawling and Indexing System Implementation, João Nuno Martins de Almeida. (2018). Joao P. Carvalho, advisor.
  • Implementation of decision and process validation systems using natural language processing methods, Tomás Ferreira da Cunha Azevedo Mendes. (2017-2018). Joao P. Carvalho, advisor.
  • Wearable Human Interface for Tourism, Joana Gaspar Lopes. (2014-2018). Alberto Cunha, advisor. Joao P. Carvalho, co-advisor.
  • Towards Computational Fact-Checking: Automatic Search and Retrieval of Data for Fact-Claim Checking, João Pedro Gonçalves Lages. (2016-2018). Joao P. Carvalho, advisor.
  • Towards Computational Fact-Checking: Is the Information Checkable, Hugo Miguel Engrácio Farinha. Instituto Superior Técnico, Universidade de Lisboa (2017). Joao P. Carvalho, advisor.
  • Automatizando o Processo de Resposta a Posts das Redes Sociais da TAP, Tiago Miguel Rodrigues Simões. Instituto Superior Técnico (2016-2017). Joao P. Carvalho, advisor. Luísa Coheur, co-advisor.
  • Sistema Inteligente de Recolha e Armazenamento de Informação provenienter do Twitter, Gaspar Manuel Rocha Brogueira. ISCTE-IUL (2014-2015). Fernando Batista, advisor. Joao P. Carvalho, co-advisor.
  • Diz-me o que escreves, dir-te-ei quem és., Vanessa Feliciano. (2012-2015). Luísa Coheur, advisor. Joao P. Carvalho, co-advisor.
  • Android App for the Elderly, Geoffrey Manuel dos Santos Marcelino. (2013-2014). Joao P. Carvalho, advisor. Alberto Abad, co-advisor.
  • Motor de Detecção de fraude, Tiago Alberto Gorgulho Gonçalves. Instituto Suoerior Técnico, Universidade de Lisboa (2013-2014). Joao P. Carvalho, advisor.
  • Topic Detection within Public Social Networks, Hugo Rosa. Instituto Superior Técnico, Universidade de Lisboa (2013-2014). Joao P. Carvalho, advisor. Fernando Batista, co-advisor.
  • Automatic Off-Road Roadbook Creation From Satellite Maps, João Pedro Carvalho Camejo. Instituto Superior Técnico (2012-2013). Joao P. Carvalho, advisor.
  • My M.obile Assistant, Miguel Rosa Neto. Instituto Superior Técnico (2012-2013). Joao P. Carvalho, advisor.
  • Smart Cards for Payments and Tickets, Martim Luís de Carvalho e Silva Camacho. (2011-2012). Joao P. Carvalho, advisor.
  • E-Job Marketplace, Nuno Filipe Grilo Nobre Marques. (2007-2010). Joao P. Carvalho, advisor.
  • Modeling and Simulation of Artificial Communities Behavior, Sérgio Alves de Carvalho. (2009-2010). Joao P. Carvalho, advisor.
  • A Server for Wireless Distributed Web-based Communication System for Intelligent Forest Fire Combat Strategies, Pedro Gregório. Instituto Superior Técnico, Universidade Técnica de Lisboa (2009). Joao P. Carvalho, advisor.
  • Implementação de um Sistema Distribuido Imune a Falhas Bisantinas, Manuel José Machado de Matos Fernandes. Instituto Superior Técnico, Universidade Técnica de Lisboa (2006-2008). Joao P. Carvalho, advisor.
  • Mapas Cognitivos Baseados em Regras Difusas: Modelação do Comportamento dos Pescadores da Frota de Cerco Portuguesa, Laura Beatriz Torres Simões Wise. Universidade Técnica Portuguesa, Instituto Superior de Agronomia (2007-2008). Marta Guerreiro Duarte Mesquita de Oliveira, advisor. Joao P. Carvalho, co-advisor.
  • Análise da Aplicabilidade de Sistemas Distribuídos em Ambientes Organizacionais Hierárquicos Dispersos, Mário de Ornelas Matias. Universidade da Madeira (2006-2007). Joao P. Carvalho, advisor.

Graduation theses

Finished

  • Genchess II, Daniel Chang Yan. (2004-2005). Joao P. Carvalho, advisor. Nuno Horta, co-advisor.
  • GenChess - Xadrês Inteligente, Pedro Jorge Ramos e Silva. Instituto Superior Técnico (2003-2004). Nuno Horta, advisor. Joao P. Carvalho, co-advisor.

Internships

Finished

  • Trabalho de Doutoramento, Maria José Benitez Caballero. (2019). Joao P. Carvalho, advisor.

Research Interests

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