Publications

Books

Book Chapters: 4

2020

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

2019

- Hugo Farinha and Joao P. Carvalho, A Fuzzy Approach for Measuring Sentence Checkability—Preliminary Results, chapter of Trends in Mathematics and Computational Intelligence, Jan. 2019, Springer, Cham [bibTex]

2018

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

Articles

International Journal Articles: 3

2020

- António Canelas and Ricardo Póvoa and Ricardo Martins and Nuno Lourenço and Jorge Guilherme and Joao P. Carvalho and Nuno Horta, FUZYE: A Fuzzy c-Means Analog IC Yield Optimization Using Evolutionary-Based Algorithms, article in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems vol. 39 (1) pp. 1-13, Jan. 2020, IEEE [DOI Article link] [bibTex] [PDF]

2019

- Hugo Rosa and Nádia Pereira and Ricardo Ribeiro and Paula da Costa Ferreira and Joao P. Carvalho and Sofia Oliveira and Luísa Coheur and Paula Paulino and Ana Margarida Veiga Simão and Isabel Trancoso, Automatic cyberbullying detection: A systematic review, article in Computers in Human Behavior vol. 93 pp. 333-345, Jan. 2019, Elsevier [DOI Article link] [bibTex]

2018

- Darío Baptista and Joao P. Carvalho and F. Morgado-Dias, Comparing different solutions for forecasting the energy production of a wind farm, article in Neural Computing and Applications, to appear on 2018, Springer Verlag [bibTex]

International Conferences: 10

2019

- Joao P. Carvalho and Pedro Miguel da Conceição Lopes Gregório, A Case Study on Wildfire Propagation Modelling Using Evolving Rule Based Fuzzy Cognitive Maps, presented at 2019 Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2019), Sep. 2019 [DOI Article link] [bibTex]
- João Nuno Martins de Almeida and Joao P. Carvalho and Salomé Azevedo, 2Gather4Health: Automatic Web Identification of Solutions in Patient Innovation, presented at 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Jun. 2019 [DOI Article link] [bibTex]
- João M. C. Sousa and Susana Vieira and Joao P. Carvalho and Sara C. Madeira and Leo Celi and Stan N. Finkelstein, An Architecture Based on Fuzzy Systems for Personalized Medicine in ICUs, presented at 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Jun. 2019 [DOI Article link] [bibTex]
- Naeemeh Adel and Keeley Crocket and Alan Crispin and Joao P. Carvalho and David Chandran, Human Hedge Perception – and its Application in Fuzzy Semantic Similarity Measures, presented at 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Jun. 2019 [DOI Article link] [bibTex]
- Joao P. Carvalho, On the Implementation of Evolving Dynamic Cognitive Maps, presented at 2019 International Fuzzy Systems Association World Congress (IFSA-NAFIPS2019), Jun. 2019 [DOI Article link] [bibTex]

2018

- Hugo Rosa and David Martins de Matos and Ricardo Ribeiro and Luísa Coheur and Joao P. Carvalho, A "Deeper" Look at Detecting Cyberbullying in Social Networks, presented at IJCNN, 2018 International Joint Conference on Neural Networks, Jul. 2018 [bibTex] [PDF]
- Naeemeh Adel and Keeley Crockett and Alan Crispin and David Chandran and Joao P. Carvalho, FUSE (Fuzzy Similarity Measure) - A measure for determining fuzzy short text similarity using Interval Type-2 fuzzy sets, presented at FUZZ-IEEE, 2018 IEEE International Conference on Fuzzy Systems, Jul. 2018 [bibTex] [PDF]
- Hugo Miguel Engrácio Farinha and Joao P. Carvalho, Towards Computational Fact-Checking: Is the information checkable?, presented at 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Jul. 2018 [bibTex] [PDF]
- Hugo Rosa and Joao P. Carvalho and Pável Calado and Bruno Martins and Luísa Coheur and Ricardo Ribeiro, Using Fuzzy Fingerprints for Cyberbullying Detection in Social Networks, presented at 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Jul. 2018 [bibTex] [PDF]
- André Carvalho and Pável Calado and Joao P. Carvalho, Tag-Based User Fuzzy Fingerprints for Recommender Systems, presented at IPMU2018 - 17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Jun. 2018 [bibTex] [PDF]

Dissertations

PhD Theses: 1

2019

- André Carvalho advised by Pável Calado and Joao P. Carvalho, Leveraging Existing Technologies to Improve Large-Scale Recommender Systems, PhD Thesis, Sep. 2019 [bibTex]

MSc Theses: 4

2019

- Bernardo Nuno Bernardo Amaral advised by António Manuel Raminhos Cordeiro Grilo and Joao P. Carvalho, IoT System for Air Quality Monitoring with NB-IoT, MSc Thesis at IST-UL, Dec. 2019 [bibTex]

2018

- João Nuno Martins de Almeida advised by Joao P. Carvalho, 2Gather4Health: Web Crawling and Indexing System Implementation, MSc Thesis, Dec. 2018 [bibTex]
- Tomás Ferreira da Cunha Azevedo Mendes advised by Joao P. Carvalho, Implementation of decision and process validation systems using natural language processing methods, MSc Thesis, Dec. 2018 [bibTex]
- João Pedro Gonçalves Lages advised by Joao P. Carvalho, Towards Computational Fact-Checking: Automatic Search and Retrieval of Data for Fact-Claim Checking, MSc Thesis, May. 2018 [bibTex]

Internships: 1

2019

- Maria José Benitez Caballero advised by Joao P. Carvalho, Trabalho de Doutoramento, short term traineeship, Mar. 2019 [bibTex]

as Editors

Special Issues of Journals (editor): 1

2018

- Joao P. Carvalho, editor, Symmetry in Fuzzy Sets and Systems, Simmetry vol. 11 (1), Jan. 2018, MDPI [bibTex]

Reports

Technical Reports: 1

2019