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Fernando Batista received his PhD (2011) in Computer Science and Engineering from Instituto Superior Técnico (IST). He is currently Associate Professor at Iscte - University Institute of Lisbon, and integrated researcher at INESC-ID, Lisbon. He is the Executive Coordinator of the Human Language Technologies Scientific Area at INESC-ID (2021-), and member of the Supervisory Board of CVTT - Iscte-Conhecimento e Inovação (since Apr.2021). He was President of the Pedagogical Council of ISCTE-IUL  (2017-2019), member of the Permanent Committee of the Pedagogical Council of ISCTE-IUL (2015-2017), and member of the Pedagogical Committee of the ISTA School (2015-2017). He is the scientific coordinator of the AppRecommender (2019-2021) project, has coordinated the INESC-ID team in the SpeDial project (2014-2015), and participated in several other European and National projects. His current research focuses on spoken and written Natural Language Processing, Machine Learning, and Text Mining for social media. He has been member of the organisation team of the LxMLS - Lisbon Machine Learning Summer School (since 2016), and was also member of the LxMLS technical staff between (2011-2015). He has participated in the organisation of several scientific events: editorial co-chair of PROPOR 2020, editorial chair of EAMT 2020, web chair of the IPMU 2020, co-chair of the Human-Human languages track of SLATE 2019, co-chair of the demos session in PROPOR 2018, publication chair of IberSPEECH 2016, co-chair of the PROPOR 2016 Student Workshop, publication chair of IberSPEECH 2016, co-chair of the PROPOR 2016 Student Workshop, and handbook chair of EMNLP 2015. He is Senior Member of the IEEE (since 2016), and member of the ISCA Speech (since 2008).
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Identification

Personal identification

Full name
Fernando Batista

Citation names

  • Batista, Fernando
  • F. Batista

Author identifiers

Ciência ID
291B-47F3-63CD
ORCID iD
0000-0002-1075-0177
Google Scholar ID
CbM5L9AAAAAJ
Researcher Id
C-8355-2009
Scopus Author Id
15041642100

Addresses

  • L2F INESC-ID, Rua Alves Redol, N. 9, 1000-029, Lisboa, Lisboa, Portugal (Professional)
  • ISCTE-IUL - Instituto Universitário de Lisboa, Av. das Forças Armadas, 1649-026, Lisboa, Lisboa, Portugal (Professional)

Websites

Knowledge fields

  • Engineering and Technology
  • Engineering and Technology
  • Engineering and Technology
  • Engineering and Technology

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
French Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1)
Education
Degree Classification
2011/05/31
Concluded
 Engenharia Informática (Doutoramento)
Instituto Superior Técnico (IST), Portugal
2003/07/24
Concluded
 Engenharia Electrotécnica e de Computadores (Mestrado)
Instituto Superior Técnico (IST), Portugal
1997/09/02
Concluded
 Matemática/Informática ramo de Informática (Licenciatura)
Universidade da Beira Interior, Portugal
Affiliation

Science

Category
Host institution 		Employer
2000 - Current Researcher (Research) Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2019/12 - Current Associate Professor (University Teacher) ISCTE-Instituto Universitário de Lisboa, Portugal
2011 - 2019/12 Assistant Professor (University Teacher) ISCTE-Instituto Universitário de Lisboa, Portugal
2003 - 2011 Assistant (University Teacher) ISCTE-Instituto Universitário de Lisboa, Portugal
2000 - 2003 Trainee Assistant (University Teacher) ISCTE-Instituto Universitário de Lisboa, Portugal
ISCTE-Instituto Universitário de Lisboa, Portugal

Positions / Appointments

Category
Host institution 		Employer
2021/03 - Current Vogal do Conselho Fiscal Iscte-Conhecimento e Inovação (CVTT), Portugal
2017/03 - 2019/03 President of the Pedagogic Council ISCTE-Instituto Universitário de Lisboa, Portugal
ISCTE-Instituto Universitário de Lisboa, Portugal
2015 - 2017 Membro da Comissão Permanente do Conselho Pedagógico ISCTE-Instituto Universitário de Lisboa, Portugal
2015 - 2017 Membro da Comissão Pedagógica da ISTA ISCTE-Instituto Universitário de Lisboa, Portugal
ISCTE-Instituto Universitário de Lisboa, Portugal
Projects

Contract

Designation Funders
2021/05/01 - 2022/02/28 HATE COVID-19 – Decting Overt and Covert Hate Speech in Social Media
759274510
Researcher
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal

Lusa Agência de Notícias de Portugal SA, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2019/05/01 - 2021/04/30 AppRecommender: Intelligent App Distribution towards an Optimised App Discover
39703
Principal investigator
Aptoide your Android App Store, Portugal

Caixa Mágica Software, Portugal
União Europeia - Fundos Europeus Estruturais e de Desenvolvimento
Concluded
2013/12 - 2015/11 SPEDIAL: Spoken Dialogue Analytics
611396
Researcher
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 European Commission Seventh Framework Programme for Research and Technological Development Information and Communication Technologies
Concluded
2013/04 - 2015/09 MISNIS – Intelligent Mining of Public Social Networks’ Influence in Society
PTDC/IVC-ESCT/4919/2012
Researcher
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2012 - 2015 COPAS – Contrast and Parallelism in Speech
PTDC/CLE-LIN/120017/2010
Researcher
Universidade de Lisboa Faculdade de Letras, Portugal
 Fundação para a Ciência e a Tecnologia
2012 - 2014 DIRHA – Distant-speech Interaction for Robust Home Applications
288121
Researcher
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 European Commission Seventh Framework Programme for Research and Technological Development Information and Communication Technologies
2011 - 2013 METANET4U - Enhancing the European Linguistic Infrastructure
CIP-ICT-PSP-2009-4
Researcher
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
2009 - 2012 PT-STAR – Speech Translation Advanced Research to and from Portuguese
CMU-PT/HuMach/0039/2008
Researcher
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2008 - 2011 POSTPORT – Porting Speech Technologies to other Varieties of Portuguese
PTDC/PLP/72404/2006
Researcher
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
2006 - 2008 TECNOVOZ – Tecnologias de Reconhecimento e Síntese de Voz
ADI/PRIME/03/165
Researcher
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
Concluded
2005 - 2007 LECTRA - Rich Transcription of Lectures for E-Learning
POSC/PLP/58697/2004
Researcher
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
2005 - 2007 NLE-GRIDS – Natural Language Engineering on a Computational Grid
POSC/PLP/60663/2004
Researcher
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Fundação para a Ciência e a Tecnologia
1998 - 2001 Hypermuseum: Ontology based Internet support for the active use of digital museum data for teaching and presentation
AD4005(AD)
Researcher
Instituto de Engenharia de Sistemas e Computadores, Portugal
 European Commission
1998/01 - 2000/08 Léxico Multifuncional Computorizado do Português Contemporâneo
JNICT/FCT 2/2.1/CSH/759/95
Scientific Initiation Fellow
Instituto de Engenharia de Sistemas e Computadores, Portugal
1998 - 2000 LE-SIMPLE: Semantic Information for Multifunction Plurilingual Lexica
LE4-8346
Researcher
Instituto de Engenharia de Sistemas e Computadores, Portugal
 European Commission
Concluded
1996 - 1997 LE-PAROLE: Preparatory Action for Linguistic Resources Organisation for Language Engineering
LE2-4017
Researcher
Instituto de Engenharia de Sistemas e Computadores, Portugal
Concluded
Outputs

Publications

Book chapter
  1. Rebelo-Arnold, Ida; Barreiro, A.; Kuhn, Tanara Zingano; Garcez, Isabel; Batista, F.. "Análise Comparativa das Edições Portuguesa e Brasileira da Obra OS LIVROS QUE DEVORARAM O MEU PAI, de Afonso Cruz". In História, política e cultura no mundo lusófono, 119-131. --, Brazil: Editora LiberArs Ltda, 2022.
    Published
  2. Vicente, M.; Batista, F.; Carvalho, J. P.. "Gender detection of Twitter users based on multiple information sources". In Interactions Between Computational Intelligence and Mathematics Part 2. Studies in Computational Intelligence, edited by Kóczy; László T.; Medina-Moreno; Jesús; Ramírez-Poussa; Eloísa, 39-54. Cham, Switzerland: Springer International Publishing, 2019.
    Published • 10.1007/978-3-030-01632-6_3
  3. Rosa, H.; Carvalho, J. P.; Astudillo, R.; Batista, F.. "Page rank versus katz: is the centrality algorithm choice relevant to measure user influence in Twitter?". In Interactions Between Computational Intelligence and Mathematics. Studies in Computational Intelligence, edited by Kóczy; László T.; Medina; Jesús. Cham, Switzerland: Springer, 2018.
    Published • 10.1007/978-3-319-74681-4_1
  4. Mata, A. I.; Moniz, H.; Batista, F.. "Stylistic variation in the intonation of European Portuguese teenagers and adults". In Intonational Grammar in Ibero-Romance: Approaches across linguistic subfields, edited by Meghan E. Armstrong; Nicholas C Henriksen; Maria del Mar Vanrell, 45-68. Amsterdam, Netherlands: John Benjamins Publishing Company, 2016.
    Published • 10.1075/ihll.6.03mat
  5. Moniz, H.; Batista, F.; Mata, Ana I.; Trancoso, I.. "Towards automatic language processing and intonational labeling in European Portuguese". In Intonational Grammar in Ibero-Romance: Approaches across linguistic subfields, edited by Meghan E. Armstrong; Nicholas C Henriksen; Maria del Mar Vanrell, 227-248. John Benjamins Publishing Company, 2016.
    Published
  6. M. Vicente; Batista, F.; João P. Carvalho. "Creating Extended Gender Labelled Datasets of Twitter Users". In Information Processing and Management of Uncertainty in Knowledge-Based Systems: 16th International Conference, IPMU 2016, Eindhoven, The Netherlands, June 20 - 24, 2016, Proceedings, Part II, edited by Carvalho; Paulo Joao; Lesot; Marie-Jeanne; Kaymak; Uzay; Vieira; et al, 690-702. Springer International Publishing, 2016.
    Published
  7. Vicente, M.; Batista, F.; Carvalho, J.P.. "Creating extended gender labelled datasets of twitter users". In Information Processing and Management of Uncertainty in Knowledge-Based Systems: 16th International Conference, IPMU 2016, Eindhoven, The Netherlands, June 20 - 24, 2016, Proceedings, Part II, 690-702. 2016.
    10.1007/978-3-319-40581-0_56
  8. Ribeiro, E.; Batista, F.; Trancoso, I.; Lopes, J.; Ribeiro, R.; De Matos, D.M.. "Assessing user expertise in spoken dialog system interactions". In Information Processing and Management of Uncertainty in Knowledge-Based Systems: 16th International Conference, IPMU 2016, Eindhoven, The Netherlands, June 20 - 24, 2016, Proceedings, Part II, 690-702. Springer International Publishing, 2016.
    Published • 10.1007/978-3-319-49169-1_24
  9. M. Julião; J. Silva; A. Aguiar; Moniz, H.; Batista, F.. "Speech Features for Discriminating Stress Using Branch and Bound Wrapper Search". In Languages, Applications and Technologies, edited by Sierra-Rodríguez; José-Luis; Leal; José-Paulo; Simões; Alberto, 3-14. Springer International Publishing, 2015.
    Published • 10.1007/978-3-319-27653-3_1
  10. M. Vicente; João P. Carvalho; Batista, F.. "Using Unstructured Profile Information for Gender Classification of Portuguese and English Twitter Users". In Languages, Applications and Technologies, edited by Sierra-Rodríguez; José-Luis; Leal; José-Paulo; Simões; Alberto, 57-64. Springer International Publishing, 2015.
    Published • 10.1007/978-3-319-27653-3_6
  11. Moura, J.; Batista, F.; Cardoso, E.; Nunes, Luis. "Intelligent management and efficient operation of big data". In Handbook of Research on Trends and Future Directions in Big Data and Web Intelligence, edited by Noor Zaman; Mohamed Elhassan Seliaman; Mohd Fadzil Hassan; Fausto Pedro Garcia Marquez, 105-129. --, United States: IGI Global, 2015.
    Published • 10.4018/978-1-4666-8505-5
  12. Moniz, H.; Batista, F.; Trancoso, I.; Mata, Ana I.. "Analysis of interrogatives in different domains". In Proceedings of the Third COST 2102 international training school conference on Toward autonomous, adaptive, and context-aware multimodal interfaces: theoretical and practical issues, edited by Third COST 2102 International Training School, 136-148. Caserta, Italy, Italy: Springer Berlin / Heidelberg, 2011.
    Published • 10.1007/978-3-642-18184-9
  13. Ribeiro, R.; Batista, F.; J. Paulo; Mamede, N.; Pinto, H. Sofia. "Cooking an Ontology". In Artificial Intelligence: Methodology, Systems, and Applications, edited by Euzenat; Jérôme; Domingue; John, 213-221. Springer Berlin Heidelberg, 2006.
    Published • 10.1007/11861461_23
  14. Batista, F.; Mamede, N.. "7 - SuSAna - Shallow Parsing With Preferences". In Language Technology for Portuguese: shallow processing tools and resources, edited by António Branco; Amália Mendes; Ricardo Ribeiro. Edições Colibri, 2004.
    Published
Conference paper
  1. Santos, R. B.; Matos, B. C.; Carvalho, P.; Batista, F.; Ribeiro, R.. "Semi-supervised annotation of Portuguese hate speech across social media domains". Paper presented in OpenAccess Series in Informatics, Covilhã, 2022.
    Published • 10.4230/OASIcs.SLATE.2022.11
  2. Paula, B.; Coelho, J.; Mano, D.; Coutinho, C.; Oliveira, J.; Ribeiro, R.; Batista, F.. "Collaborative filtering for mobile application recommendation with implicit feedback". Paper presented in 2022 IEEE 28th ICE/ITMC & 31st IAMOT joint conference, --, 2022.
    Published
  3. Bico, M. I.; Baptista, J.; Batista, F.; Cardeira, E.. "Early experiments on automatic annotation of Portuguese medieval texts". Paper presented in Linking theory and practice of digital libraries. Lecture Notes in Computer Science, Padua, 2022.
    Published • 10.1007/978-3-031-16802-4_44
  4. Matos, B. C.; Santos, R. B.; Carvalho, P.; Ribeiro, R.; Batista, F.. "Comparing different approaches for detecting hate speech in online Portuguese comments". Paper presented in OpenAccess Series in Informatics, Covilhã, 2022.
    Published • 10.4230/OASIcs.SLATE.2022.10
  5. Carvalho, P.; Matos, B.; Santos, R.; Batista, F.; Ribeiro, R.. "Hate speech dynamics against African descent, Roma and LGBTQ+ communities in Portugal". Paper presented in Proceedings of the 13th Conference on Language Resources and Evaluation (LREC 2022), 2022.
    Published
  6. Vicente, M.; Guarda, J.; Batista, F.. "Gutenbrain: An architecture for equipment technical attributes extraction from Piping & Instrumentation Diagrams". Paper presented in Proceedings of the 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - KDIR, Valletta, Malta, 2022.
    Published • 10.5220/0011528500003335
  7. Coelho, J.; Neto, A.; Tavares, M.; Coutinho, C.; Ribeiro, R.; Batista, F.. "Semantic search of mobile applications using word embeddings". Paper presented in 10th Symposium on Languages, Applications and Technologies (SLATE 2021), 2021.
    Published • 10.4230/OASIcs.SLATE.2021.12
  8. Tavares, C.; Ribeiro, R.; Batista, F.. "Sentiment analysis of Portuguese economic news". Paper presented in 10th Symposium on Languages, Applications and Technologies (SLATE 2021), 2021.
    Published • 10.4230/OASIcs.SLATE.2021.17
  9. Rei, R.; Batista, F.; Guerreiro, N. M.; Coheur, L.. "Multilingual simultaneous sentence end and punctuation prediction". Paper presented in Proceedings of the Swiss Text Analytics Conference 2021, Winterthur, 2021.
    Published
  10. Bunga, R.; Batista, F.; Ribeiro, R.. "From implicit preferences to ratings: Video games recommendation based on collaborative filtering". Paper presented in Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, --, 2021.
    Published • 10.5220/0010655900003064
  11. Coelho, J.; Neto, A.; Tavares, M.; Coutinho, C.; Oliveira, J.; Ribeiro, R.; Batista, F.. "Transformer-based language models for semantic search and mobile applications retrieval". Paper presented in Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, --, 2021.
    Published • 10.5220/0010657300003064
  12. Barreiro, A.; Rebelo-Arnold, I.; Batista, F.; Garcez, I.; Kuhn, T.. "One book, two language varieties". Paper presented in Computational Processing of the Portuguese Language .PROPOR 2020. Lecture notes in Computer Science, Évora, 2020.
    Published • 10.1007/978-3-030-41505-1_36
  13. Ricardo Rei; Nuno Miguel Guerreiro; Batista, F.. "Automatic truecasing of video subtitles using BERT: a multilingual adaptable approach". Paper presented in Information Processing and Management of Uncertainty in Knowledge-Based Systems, --, 2020.
    Published • 10.1007/978-3-030-50146-4_52
  14. E. Ribeiro; Ribeiro, R.; Batista, F.; Oliveira, J.. "Using topic information to improve non-exact keyword-based search for mobile applications". Paper presented in Information Processing and Management of Uncertainty in Knowledge-Based Systems, --, 2020.
    Published • 10.1007/978-3-030-50146-4_28
  15. Marco Felgueiras; Batista, F.; João P. Carvalho. "Creating classification models from textual descriptions of companies using crunchbase". Paper presented in Information Processing and Management of Uncertainty in Knowledge-Based Systems, Lisboa, 2020.
    Published • 10.1007/978-3-030-50146-4_51
  16. Filipe, S.; Batista, F.; Ribeiro, R.. "Different lexicon-based approaches to emotion identification in Portuguese tweets". Paper presented in 9th Symposium on Languages, Applications and Technologies (SLATE 2020), --, 2020.
    Published • 10.4230/OASIcs.SLATE.2020.12
  17. Rodrigues, J.; Ribeiro, R.; Batista, F.. "Towards the identification of fake news in Portuguese". Paper presented in 9th Symposium on Languages, Applications and Technologies (SLATE 2020), --, 2020.
    Published • 10.4230/OASIcs.SLATE.2020.7
  18. Pinto, A.; Moniz, H.; Batista, F.. "Detection of emerging words in Portuguese tweets". Paper presented in 9th Symposium on Languages, Applications and Technologies (SLATE 2020), --, 2020.
    Published • 10.4230/OASIcs.SLATE.2020.3
  19. Cabarrão, V.; Julião, M.; Solera-Ureña, R.; Moniz, H.; Batista, F.; Trancoso, I.; Mata, Ana I.. "Affective analysis of customer service calls". Paper presented in Proceedings ExLing 2019: 10th International Conference of Experimental Linguistics, Lisbon, Portugal, 2019.
    Published • 10.36505/ExLing-2019/10/0009/000371
  20. Lopes-Teixeira, D.; Batista, F.; Ribeiro, R.. "Discovering trends in brand interest through topic models". Paper presented in 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, Sevilha, 2018.
    Published • 10.5220/0006936202450252
  21. Lopes-Teixeira, D.; Batista, F.; Ribeiro, R.. "Spatio-temporal analysis of brand interest using social networks". Paper presented in 13th Iberian Conference on Information Systems and Technologies (CISTI), Cáceres, 2018.
    Published • 10.23919/CISTI.2018.8399241
  22. Cabarrão, V.; Batista, F.; Moniz, H.; Trancoso, I.; Mata, A. I.. "Acoustic-prosodic entrainment in structural metadata events". Paper presented in 19th Annual Conference of the International Speech Communication, INTERSPEECH 2018, Hyderabad, 2018.
    Published • 10.21437/Interspeech.2018-2366
  23. Barreiro, A.; Batista, F.. "Contractions: to align or not to align, that is the question". Paper presented in First Workshop on Linguistic Resources for Natural Language Processing, Coling 2018, Santa Fe, 2018.
    Published
  24. Soares, C.; Batista, F.; Ribeiro, R.. "A simplified method to enhance the analysis for new information systems in corporate environments". Paper presented in 12th Iberian Conference on Information Systems and Technologies, CISTI 2017, Lisbon, 2017.
    Published • 10.23919/CISTI.2017.7975905
  25. Solera-Ureña, R.; Moniz, H.; Batista, F.; Cabarrão, R.; Pompili, A.; Astudillo, R.; Campos, J.; Paiva, A.; Trancoso, I.. "A semi-supervised learning approach for acoustic-prosodic personality perception in under-resourced domains". Paper presented in 18th Annual Conference of the International Speech Communication Association, INTERSPEECH 2017, --, 2017.
    Published • 10.21437/Interspeech.2017-1732
  26. Sousa, M.; Trancoso, I.; Moniz, H.; Batista, F.. "Prosodic exercises for children with ASD via virtual therapy". Paper presented in Atas da Conferência Jornadas SUPERA 2017, --, 2017.
    Published
  27. Carvalho, J. P.; Rosa, H.; Batista, F.. "Detecting relevant tweets in very large tweet collections: the London Riots case study". Paper presented in 2017 IEEE International Conference on Fuzzy Systems, FUZZ 2017, Naples, 2017.
    Published • 10.1109/FUZZ-IEEE.2017.8015635
  28. Pascoal, R.; Ribeiro, R.; Batista, F.; de Almeida, A.. "Adapting speech recognition in augmented reality for mobile devices in outdoor environments". Paper presented in 6th Symposium on Languages, Applications and Technologies (SLATE 2017), Porto, 2017.
    Published • 10.4230/OASIcs.SLATE.2017.21
  29. Batista, F.; Curto, P.; Trancoso, I.; Abad, A.; Ferreira, J.; Ribeiro, E.; Moniz, H.; Matos, D. M. de.; Ribeiro, R.. "SPA: Web-based platform for easy access to speech processing modules". Paper presented in LREC 2016, Tenth International Conference on Language Resources and Evaluation, Portorož, Slovenia, 2016.
    Published
  30. A. Jusupova; Batista, F.; Ribeiro, R.. "Characterizing the Personality of Twitter Users based on their Timeline Information". Paper presented in Atas da 16 Conferência da Associacao Portuguesa de Sistemas de Informação, Porto, 2016.
    Published
  31. Cabarrão, V.; Trancoso, I.; Mata, A. I.; Moniz, H.; Batista, F.. "Global analysis of entrainment in dialogues". Paper presented in Advances in Speech and Language Technologies for Iberian Languages. IberSPEECH 2016. Lecture Notes in Computer Science, Lisbon, 2016.
    Published • 10.1007/978-3-319-49169-1_21
  32. Solera-Ureña, R.; Moniz, H.; Batista, F.; Astudillo, R. F.; Campos, J.; Paiva, A.; Trancoso, I.. "Acoustic-prosodic automatic personality trait assessment for adults and children". Paper presented in Advances in Speech and Language Technologies for Iberian Languages. IberSPEECH 2016. Lecture Notes in Computer Science, --, 2016.
    Published • 10.1007/978-3-319-49169-1_19
  33. Vicente, M.; Batista, F.; Carvalho, J. P.. "Improving Twitter gender classification using multiple classifiers". Paper presented in Proceedings of ESCIM 2016, Sofia, 2016.
    Published
  34. Barreiro, A.; Batista, F.. "Machine translation of non-contiguous multiword units". Paper presented in Workshop on Discontinuous Structures in Natural Language Processing (DiscoNLP 2016), San Diego, California, USA, 2016.
    Published
  35. Lerner, A.; Silber-Varod, V.; Batista, F.; Moniz, H.. "In search of the role’s footprints in client-therapist dialogues". Paper presented in Proceedings of the International Conference on Speech Prosody 2016, Boston, USA, 2016.
    Published • 10.21437/SpeechProsody.2016-82
  36. Ribeiro, E.; Batista, F.; Trancoso, I.; Ribeiro, R.; Matos, D. M. de.. "Automatic detection of hyperarticulated speech". Paper presented in Advances in Speech and Language Technologies for Iberian Languages. IberSPEECH 2016. Lecture Notes in Computer Science, Lisboa, 2016.
    Published • 10.1007/978-3-319-49169-1_18
  37. Brogueira, G.; Batista, F.; Carvalho, J.. "Sistema inteligente de recolha, armazenamento e visualização de informação proveniente do twitter". Paper presented in Atas da 15 Conferência da Associacao Portuguesa de Sistemas de Informação (CAPSI 2015), Lisboa, 2015.
    Published • capsi.v15.418-439
  38. J. Lopes; G. Salvi; G. Skantze; Abad, A.; J. Gustafson; Batista, F.; R. Meena; Trancoso, I.. "Detecting Repetitions in Spoken Dialogue Systems Using Phonetic Distances". Paper presented in Proc. of Interspeech 2015, 2015.
    Published
  39. Batista, F.; João P. Carvalho. "Text based classification of companies in CrunchBase". Paper presented in IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2015), Istambul, Turkey, 2015.
    Published • 10.1109/FUZZ-IEEE.2015.7337892
  40. Gaspar Brogueira; Batista, F.; João P. Carvalho. "Using Geolocated Tweets for Characterization of Portuguese Administrative Regions". Paper presented in In Proc. of 18th AGILE International Conference on Geographic Information Science, 2015.
    Published
  41. Gaspar Brogueira; Batista, F.; João P. Carvalho. "Arquitetura e Desenvolvimento de um Repositório de Tweets em Português Europeu". Paper presented in Actas das 5as Jornadas de Informática da Universidade de Évora (JIUE 2015), 2015.
    Published
  42. Julião, M.; Silva, J.; Aguiar, A.; Moniz, H.; Batista, F.. "Speech features for discriminating stress using branch and bound wrapper search". Paper presented in IV Symposium on Languages, Applications and Tecnologies (SLATE'15), Proceedings, Madrid, 2015.
    Published
  43. M. Vicente; Batista, F.; João P. Carvalho. "Twitter gender classification using user unstructured information". Paper presented in Proc. of IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2015.
    Published • 10.1109/FUZZ-IEEE.2015.7338102
  44. Vera Cabarrão; Moniz, H.; J. Ferreira; Batista, F.; Trancoso, I.; Mata, Ana I.. "Prosodic classification of discourse markers". Paper presented in Proc. of ICPHS: 18th International Congress of Phonetic Sciences, 2015.
    Published
  45. Moniz, H.; A. Pompilli; Batista, F.; Trancoso, I.; Abad, A.; C. Amorim. "Automatic recognition of prosodic patterns in semantic verbal fluency tests - an animal naming task for edutainment applications". Paper presented in Proc. of ICPHS: 18th International Congress of Phonetic Sciences, 2015.
    Published
  46. E. Ribeiro; J. Ferreira; J. Olcoz; Abad, A.; Moniz, H.; Batista, F.; Trancoso, I.. "Combining Multiple Approaches to Predict the Degree of Nativeness". Paper presented in Proc. of Interspeech 2015, 2015.
    Published
  47. Moniz, H.; Batista, F.; Mata, Ana I.; Trancoso, I.. "Discriminação automática de sinais de pontuação e de disfluências". Paper presented in Textos Selecionados do XXIX Encontro Nacional da Associação Portuguesa de Linguística, --, 2014.
    Published
  48. Gaspar Brogueira; Batista, F.; João P. Carvalho; Moniz, H.. "Expanding a Database of Portuguese Tweets". Paper presented in 3rd Symposium on Languages, Applications and Technologies, 2014.
    Published • 10.4230/OASIcs.SLATE.2014.275
  49. Barreiro, A.; Monti, J.; Orliac, B.; Preuß, S.; Arrieta, K.; Ling, W.; Batista, F.; Trancoso, I.. "Linguistic evaluation of support verb constructions by OpenLogos and google translate". Paper presented in Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC 2014), Reykjavik, 2014.
    Published
  50. Vera Cabarrão; Moniz, H.; Batista, F.; Ribeiro, R.; Mamede, N.; Meinedo, H.; Trancoso, I.; Mata, Ana I.; de Matos, D.. "Revising the Annotation of a Broadcast News Corpus: a Linguistic Approach". Paper presented in Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), Reykjavik, Iceland, 2014.
    Published
  51. Barreiro, A.; Batista, F.; Ribeiro, R.; Moniz, H.; Trancoso, I.. "OpenLogos Semantico-Syntactic Knowledge-Rich Bilingual Dictionaries". Paper presented in Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), Reykjavik, Iceland, 2014.
    Published
  52. Mata, A.; Moniz, H.; Móia, T.; Gonçalves, A.; Silva, F.; Batista, F.; Duarte, I.; Oliveira, F.; Falé, I.. "Prosodic, syntactic, semantic guidelines for topic structures across domains and corpora". Paper presented in Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), Reykjavik, 2014.
    Published
  53. Hugo Rosa; João P. Carvalho; Batista, F.. "Detecting a Tweet’s Topic within a Large Number of Portuguese Twitter Trends". Paper presented in 3rd Symposium on Languages, Applications and Technologies, 2014.
    Published • 10.4230/OASIcs.SLATE.2014.185
  54. Mata, A.; Moniz, H.; Batista, F.; Hirschberg, J.. "Teenage and adult speech in school context: building and processing a corpus of European Portuguese". Paper presented in Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC 2014), Reykjavik, 2014.
    Published
  55. Gaspar Brogueira; Batista, F.; João P. Carvalho; Moniz, H.. "Portuguese Geolocated Tweets: An Overview". Paper presented in Proceedings of the International Conference on Information Systems and Design of Communication, New York, NY, USA, 2014.
    Published • 10.1145/2618168.2618200
  56. Rosa, H.; Batista, F.; Carvalho, J.. "Twitter topic fuzzy fingerprints". Paper presented in 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE): Proceedings, Beijing, 2014.
    Published • 10.1109/FUZZ-IEEE.2014.6891781
  57. Moniz, H.; Mata, Ana I.; Julia Hirschberg; Batista, F.; Andrew Rosenberg; Trancoso, I.. "Extending AuToBI to Prominence Detection in European Portuguese". Paper presented in Speech Prosody, Dublin, Ireland, 2014.
    Published
  58. Barreiro, A.; Monti, J.; Orliac, B.; Batista, F.. "When Multiwords Go Bad in Machine Translation". Paper presented in Proceedings of the Workshop on Multi-word Units in Machine Translation and Translation Technology, Nice, France, 2013.
    Published
  59. Henrique Medeiros; Moniz, H.; Batista, F.; Trancoso, I.; Meinedo, H.. "Experiments on automatic detection of filled pauses using prosodic features". Paper presented in Proceedings of INForum 2013. Track: Gestão de Dados e Conhecimento, Évora, Portugal, 2013.
    Published
  60. Medeiros, Henrique; Moniz, H.; Batista, F.; Trancoso, I.; Nunes, Luis. "Comparing different machine learning approaches for disfluency structure detection in a corpus of university lectures". Paper presented in Speech and Language Technology in Education, Porto, Portugal, 2013.
    Published • 10.4230/OASIcs.SLATE.2013.259
  61. João P. Carvalho; Calais Pedro, V.; Batista, F.. "Towards Intelligent Mining of Public Social Networks' Influence in Society". Paper presented in IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS), Edmonton, Canada, 2013.
    Published • 10.1109/IFSA-NAFIPS.2013.6608447
  62. Nunes, Luis; Henrique Rodrigues Barbosa de Medeiros, Helena Moniz, Fernando Batista, Luís Nunes, Isabel Trancoso; Medeiros, Henrique; Moniz, H.; Batista, F.; Trancoso, I.. "Disfluency Detection Based on Prosodic Features for University Lectures". Paper presented in Interspeech 2013, ISCA, Lyon, France, 2013.
    Published
  63. Moniz, H.; Batista, F.; Trancoso, I.; Mata, Ana I.. "Automatic structural metadata identification based on multilayer prosodic information". Paper presented in Proceedings of Disfluency in Spontaneous Speech, DiSS 2013, Stockholm, Sweden, 2013.
    Published
  64. Moniz, H.; Batista, F.; Trancoso, I.; Mata, Ana I.. "Análise de interrogativas em diferentes domínios". Paper presented in Textos Seleccionados do XXVII Encontro Nacional da APL, Lisboa, 2012.
    Published
  65. Moniz, H.; Batista, F.; Trancoso, I.; Mata, Ana I.. "Prosodic context-based analysis of disfluencies". Paper presented in Interspeech 2012, Portland, Oregon, 2012.
    Published
  66. Moniz, H.; Batista, F.; Mata, Ana I.; Trancoso, I.. "Analysis of disfluencies in a corpus of university lectures". Paper presented in 5th ISEL Conf. on Experimental Linguistics, Athens, 2012.
    Published
  67. João P. Carvalho; Batista, F.; L. Coheur. "A Critical Survey on the use of Fuzzy Sets in Speech and Natural Language Processing". Paper presented in IEEE World Congress on Computational Intelligence (IEEE-WCCI), Brisbane, Australia, 2012.
    Published • 10.1109/FUZZ-IEEE.2012.6250803
  68. Pellegrini, T; Moniz, H.; Batista, F.; Trancoso, I.; Astudillo, R.. "Extension of the LECTRA corpus: classroom LECture TRAnscriptions in European Portuguese". Paper presented in Speech and Corpora, Belo Horizonte, 2012.
    Published
  69. Moniz, H.; Batista, F.; Meinedo, H.; Abad, A.; Trancoso, I.; Mata, Ana I.; Mamede, N.. "Prosodically-based automatic segmentation and punctuation". Paper presented in Speech Prosody 2010, --, 2010.
    Published
  70. Batista, F.; Moniz, H.; Trancoso, I.; Meinedo, H.; Mata, Ana I.; Mamede, N.. "Extending the punctuation module for European Portuguese". Paper presented in Interspeech 2010, Makuhari, 2010.
    Published
  71. Batista, F.; Trancoso, I.; Mamede, N.. "Comparing automatic rich transcription for portuguese, spanish and english broadcast news". Paper presented in Automatic Speech Recognition \& Understanding, 2009. ASRU 2009. IEEE Workshop on, 2009.
    Published • 10.1109/ASRU.2009.5373371
  72. Batista, F.; Trancoso, I.; Mamede, N.. "Automatic Recovery of Punctuation Marks and Capitalization Information for Iberian Languages". Paper presented in I Joint SIG-IL/Microsoft Workshop on Speech An Language Technologies for Iberian Languages, Porto Salvo, Portugal, 2009.
    Published
  73. Batista, F.; Mamede, N.; Trancoso, I.. "Language Dynamics and Capitalization using Maximum Entropy". Paper presented in Proc. of ACL-08: HLT, Short Papers, 2008.
    Published
  74. Batista, F.; Mamede, N.; Trancoso, I.. "Temporal Issues and Recognition Errors on the Capitalization of Speech Transcriptions". Paper presented in 11th International Conference on Text, Speech and Dialogue (TSD 2008), 2008.
    Published • 10.1007/978-3-540-87391-4_8
  75. Batista, F.; R. Amaral; Trancoso, I.; Mamede, N.. "Impact of dynamic model adaptation beyond speech recognition". Paper presented in Proc. of SLT 2008, 2008.
    Published • 10.1109/SLT.2008.4777894
  76. Mendes, Ana Cristina; L. Coheur; Mamede, N.; Ribeiro, R.; de Matos, D.; Batista, F.. "QA@L2F, first steps at QA@CLEF". Paper presented in Advances in Multilingual and Multimodal Information Retrieval, 2008.
    Published • 10.1007/978-3-540-85760-0_45
  77. Batista, F.; Mamede, N.; Trancoso, I.. "The impact of Language Dynamics on the Capitalization of Broadcast News". Paper presented in Interspeech 2008, 2008.
    Published
  78. Mendes, Ana Cristina; L. Coheur; Mamede, N.; L. Romão; J. Loureiro; Ribeiro, R.; Batista, F.; de Matos, D.. "QA@L2F@QA@CLEF". Paper presented in Working Notes for the CLEF 2007 Workshop, 2007.
    Published
  79. Batista, F.; D. Caseiro; Mamede, N.; Trancoso, I.. "Recovering Punctuation Marks for Automatic Speech Recognition". Paper presented in Interspeech 2007, 2007.
    Published
  80. J. Baptista; Batista, F.; Mamede, N.. "Building a dictionary of anthroponyms". Paper presented in Computational Processing of the Portuguese Language, 2006.
    Published • 10.1007/11751984_3
  81. L. Coheur; Batista, F.; Mamede, N.. "Towards a flexible syntax/semantics interface". Paper presented in Proceedings of the Herramientas y Recursos Lingu{\i}sticos para el Espanol y el Portugués workshop, 2004.
    Published
  82. L. Coheur; Batista, F.; J. Paulo. "JaVaLI!: understanding real questions". Paper presented in EUROLAN 2003 student workshop: Applied Natural Language Processing, possible applications for the Semantic Web, Bucharest, Romania, July, 2003.
    Published
  83. Batista, F.; Mamede, N.. "SuSAna: Módulo multifuncional da análise sintáctica de superf{\i}cie". Paper presented in Proc. Multilingual Information Access and Natural Language Processing Workshop (IBERAMIA 2002), --, 2002.
    Published
  84. L. Wittmann; Ribeiro, R.; T. Pêgo; Batista, F.. "Some Language Resources and Tools for Computational Processing of Portuguese at INESC". Paper presented in Proceedings of the 2nd International Conference on Language Resources and Evaluation - LREC 2000, 2000.
    Published
Edited book
  1. Vládia Pinheiro; Pablo Gamallo; Raquel Amaro; Carolina Scarton; Batista, F.; Diego Silva; Catarina Magro; Hugo Pinto. Computational Processing of the Portuguese Language: 15th International Conference, PROPOR 2022, Fortaleza, Brazil, March 21–23, 2022, Proceedings. Springer International Publishing. 2022.
    Published • Editor
  2. Paulo Quaresma; Renata Vieira; Sandra Aluísio; Moniz, H.; Batista, F.; Teresa Gonçalves. Computational Processing of the Portuguese Language: 14th International Conference, PROPOR 2020, Evora, Portugal, March 24, 2020, Proceedings. Évora, Portugal: Springer International Publishing. 2020.
    Published • Editor
  3. A. Martins; Moniz, H.; S. Fumega; Bruno Martins; Batista, F.; L. Coheur; C. Parra; et al. Proceedings of the 22nd Annual Conference of the European Association for Machine Translation. Online (in place of Lisbon), Portugal: European Association for Machine Translation. 2020.
    Published • Editor
  4. Ricardo Rodrigues; Jan Janoušek; Luís Ferreira; L. Coheur; Batista, F.; Hugo Oliveira. 8th Symposium on Languages, Applications and Technologies. --, Portugal: Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik. 2019.
    Published • Editor
  5. Abad, A.; A. Ortega; António Teixeira; C. Mateo; C. Hinarejos; F. Perdigão; Batista, F.; Mamede, N.. Advances in Speech and Language Technologies for Iberian Languages. Springer International Publishing. 2016.
    Published • Editor
Journal article
  1. Santos, M.; Ribeiro, R.; Batista, F.; Correia, A.. "Examining Airbnb guest satisfaction tendencies: A text mining approach". Current Issues in Tourism 25 22 (2022): 3607-3622. https://doi.org/10.1080/13683500.2022.2115877.
    Published • 10.1080/13683500.2022.2115877
  2. Santos, M.; Correia, A.; Ribeiro, R.; Batista, F.. "What are Airbnb hosts advertising? A longitudinal essay in Lisbon". Consumer Behavior in Tourism and Hospitality 17 3 (2022): 312-325. https://www.emerald.com/insight/content/doi/10.1108/CBTH-10-2021-0253/full/html.
    Published • 10.1108/CBTH-10-2021-0253
  3. Azinhaes, J.; Batista, F.; Ferreira, J.. "eWOM for public institutions: application to the case of the Portuguese Army". Social Network Analysis and Mining 11 1 (2021): https://www.springer.com/journal/13278.
    Published • 10.1007/s13278-021-00837-w
  4. Guerreiro, N. M.; Rei, R.; Batista, F.. "Towards better subtitles: A multilingual approach for punctuation restoration of speech transcripts". Expert Systems with Applications 186 (2021): https://www.sciencedirect.com/science/article/pii/S0957417421011180.
    Published • 10.1016/j.eswa.2021.115740
  5. Fernandes, E.; Moro, S.; Cortez, P.; Batista, F.; Ribeiro, R.. "A data-driven approach to measure restaurant performance by combining online reviews with historical sales data". International Journal of Hospitality Management 94 (2020): https://www.sciencedirect.com/journal/international-journal-of-hospitality-management.
    Published • 10.1016/j.ijhm.2020.102830
  6. Lima, M. L.; Martins, H.; Camilo, C.; Espanha, R.; Marques, S.; Nunes, F. G.; Crisóstomo, S.; et al. "Saúde Societal: Uma abordagem inclusiva do conhecimento em saúde.". Cadernos de Saúde Societal 1 1 (2020): 7-37. https://www.iscte-iul.pt/conteudos/iscte-saude/2080/saude-societal.
    Published
  7. Moro, S.; Batista, F.; Rita, P.; Oliveira, C.; Ribeiro, R.. "Are the States United? An analysis of US hotels’ offers through TripAdvisor’s eyes". Journal of Hospitality and Tourism Research 43 7 (2019): 1112-1129. https://journals.sagepub.com/doi/10.1177/1096348019854793.
    Published • 10.1177/1096348019854793
  8. Antonio, N.; de Almeida, A.; Nunes, L.; Batista, F.; Ribeiro, R.. "Hotel online reviews: different languages, different opinions". Information Technology and Tourism 18 1-4 (2019): 157-185. https://link.springer.com/article/10.1007%2Fs40558-018-0107-x.
    Published • 10.1007/s40558-018-0107-x
  9. Solera-Ureña, R.; Moniz, H.; Batista, F.; Cabarrão, V.; Pompili, A.; Astudillo, R.; Trancoso, I.. "Uma abordagem de aprendizagem semissupervisionada para a classificação automática de personalidade baseada em pistas acústico-prosódicas". Revista da Associação Portuguesa de Linguística 5 (2019): 348-364. http://ojs.apl.pt/index.php/RAPL/article/view/21.
    Published • 10.26334/2183-9077/rapln5ano2019a23
  10. Cabarrão, V.; Batista, F.; Moniz, H.; Trancoso, I.; Mata, A. I.. "Adaptação acústico-prosódica local em Português Europeu". Revista da Associação Portuguesa de Linguística 5 (2019): 79-94. http://ojs.apl.pt/index.php/RAPL/article/view/5.
    Published • 10.26334/2183-9077/rapln5ano2019a7
  11. Moro, S.; Rita, P.; Oliveira, C.; Batista, F.; Ribeiro, R.. "Leveraging national tourist offices through data analytics". International Journal of Culture, Tourism, and Hospitality Research 12 4 (2018): 420-426. https://www.emeraldinsight.com/loi/ijcthr.
    Published • 10.1108/IJCTHR-04-2018-0051
  12. Antonio, N.; de Almeida, A. M.; Nunes, L.; Batista, F.; Ribeiro, R.. "Hotel online reviews: creating a multi-source aggregated index". International Journal of Contemporary Hospitality Management 30 12 (2018): 3574-3591. https://www.emeraldinsight.com/doi/abs/10.1108/IJCHM-05-2017-0302.
    Published • 10.1108/IJCHM-05-2017-0302
  13. Cabarrão, V.; Moniz, H.; Batista, F.; Ferreira, J.; Trancoso, I.; Mata, A. I.. "Cross-domain analysis of discourse markers in European Portuguese". Dialogue and Discourse 9 1 (2018): 79-106. http://www.dialogue-and-discourse.org.
    Published • 10.5087/dad.2018.103
  14. Cabarrão, V.; Moniz, H.; Batista, F.; Trancoso, I.; Mata, A. I.. "Adaptação acústico-prosódica entre falantes". Revista da Associação Portuguesa de Linguística 4 (2018): 18-33. https://ojs.apl.pt/index.php/rapl/article/view/28.
    Published • 10.26334/2183-9077/rapln4ano2018a28
  15. Brogueira, G.; Batista, F.; Carvalho, J. P.. "A smart system for twitter corpus collection, management and visualization". International Journal of Technology and Human Interaction 13 3 (2017): 13-32. http://www.igi-global.com/article/a-smart-system-for-twitter-corpus-collection-management-and-visualization/181658.
    Published • 10.4018/IJTHI.2017070102
  16. Rebelo, C.; Pereira, I.; Rosa, H.; Batista, F.; Carvalho, J. P.. "Twitter: de espaço de mobilização a espaço de comentário. O caso do meet do Vasco da Gama". Observatorio (OBS*) 11 4 (2017): 19-41. http://obs.obercom.pt/index.php/obs.
    Published • 10.15847/obsOBS1142017949
  17. Carvalho, J. P.; Rosa, H.; Brogueira, G.; Batista, F.. "MISNIS: an intelligent platform for Twitter topic mining". Expert Systems with Applications 89 (2017): 374-388. http://www.sciencedirect.com/science/article/pii/S0957417417305316.
    Published • 10.1016/j.eswa.2017.08.001
  18. Brogueira, G.; Batista, F.; Carvalho, J. P.. "Using geolocated tweets for characterization of Twitter in Portugal and the Portuguese administrative regions". Social Network Analysis and Mining 6 1 (2016): http://link.springer.com/article/10.1007%2Fs13278-016-0347-8.
    Published • 10.1007/s13278-016-0347-8
  19. Cabarrão, V.; Moniz, H.; Ferreira, J.; Batista, F.; Trancoso, I.; Mata, Ana I.; Curto, S.. "Classificação prosódica de marcadores discursivos". Revista da Associação Portuguesa de Linguística 2 (2016): 69-75. http://ojs.letras.up.pt/index.php/APL/article/view/1567/1390.
    Published • 10.21747/2183-9077/rapl2a4
  20. Mata, Ana I.; Moniz, H.; Batista, F.. "Comparing phrase-final patterns across speech styles and groups in European Portuguese". Nouveaux Cahiers de Linguistique française 31 (2014): 171-176. http://clf.unige.ch/num.php?numero=31.
    Published
  21. Moniz, H.; Batista, F.; Mata, A. I.; Trancoso, I.. "Speaking style effects in the production of disfluencies". Speech Communication 65 (2014): 20-35. http://www.sciencedirect.com/science/article/pii/S0167639314000430.
    Published • 10.1016/j.specom.2014.05.004
  22. Barreiro, A.; Ling, W; Coheur, L.; Batista, F.; Trancoso, I.. "Projetos sobre tradução automática do português no laboratório de sistemas de língua falada do INESC-ID". Linguamática (2014): http://linguamatica.com/index.php/linguamatica/article/view/v6n2-6.
  23. Batista, F.; Ribeiro, R.. "Sentiment analysis and topic classification based on binary maximum entropy classifiers". Procesamiento del Lenguaje Natural 50 (2013): 77-84. http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/4662.
    Published
  24. Batista, F.; Moniz, H.; Trancoso, I.; Mamede, N.; Mata, A. I.. "Extending automatic transcripts in a unified data representation towards a prosodic-based metadata annotation and evaluation". Journal of Speech Sciences 2 2 (2012): 115-138. http://www.journalofspeechsciences.org/.
    Published
  25. Batista, F.; Moniz, H.; Trancoso, I.; Mamede, N.. "Bilingual Experiments on Automatic Recovery of Capitalization and Punctuation of Automatic Speech Transcripts". IEEE Transactions on Audio, Speech, and Language Processing 20 2 (2012): 474-485. http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6135544&contentType=Journals+%26+Magazines&sortType%3Dasc_p_Sequence%26filter%3DAND%28p_IS_Number%3A6099652%29.
    Published • 10.1109/TASL.2011.2159594
  26. Batista, F.; Caseiro, D.; Mamede, N.; Trancoso, I.. "Recovering capitalization and punctuation marks for automatic speech recognition: case study for Portuguese broadcast news". Speech Communication 50 10 (2008): 847-862. http://www.sciencedirect.com/science/article/pii/S0167639308000812?via%3Dihub.
    Published • 10.1016/j.specom.2008.05.008
Working paper
  1. Batista, F.; Mamede, N.. 2012. "Recovering Capitalization and Punctuation Marks on Speech Transcriptions". Working Paper. http://www.propor2012.org/callforthesis.html.

Other

Other output
  1. Stock Market Tweets Data. IEEE Dataport. 2021. Taborda, B.; de Almeida, A.; Dias, J. C.; Batista, F.; Ribeiro, R..
    10.21227/g8vy-5w61
  2. Multilingual Simultaneous Sentence End and Punctuation Prediction. Swiss Text Analytics Conference 2021. 2021. Ricardo Rei; Batista, F.; Nuno Miguel Guerreiro; L. Coheur. https://www.swisstext.org.
  3. Book of Abstracts of IPMU 2020. IPMU 2020. 2020. João P. Carvalho; M. Reformat; M.J. Lesot; S. Vieira; Batista, F.. https://ipmu2020.inesc-id.pt/.
  4. Detection of Emerging Words in Portuguese Tweets. 9th Symposium on Languages, Applications and Technologies (SLATE 2020). 2020. Afonso Pinto; Moniz, H.; Batista, F.. http://slate-conf.org/2020/.
  5. Structured and Unstructured Data Integration with Electronic Medical Records. 2019. Batista, F.; Ferreira, J.; Duarte, A.P.. https://ciencia.iscte-iul.pt/publications/structured-and-unstructured-data-integration-with-electronic-medical-records/65353?lang=en.
  6. Structured and Unstructured Data Integration with Electronic Medical Records. 2019. Batista, F.; Ferreira, J.; Duarte, A.P.. https://ciencia.iscte-iul.pt/publications/structured-and-unstructured-data-integration-with-electronic-medical-records/65353?lang=en.
  7. Structured and Unstructured Data Integration with Electronic Medical Records. 2019. Batista, F.; Ferreira, J.; Duarte, A.P.. https://ciencia.iscte-iul.pt/publications/structured-and-unstructured-data-integration-with-electronic-medical-records/65353?lang=en.
  8. Structured and Unstructured Data Integration with Electronic Medical Records. 2019. Batista, F.; Ferreira, J.; Duarte, A.P.. https://ciencia.iscte-iul.pt/publications/structured-and-unstructured-data-integration-with-electronic-medical-records/65354?lang=en.
  9. Structured and Unstructured Data Integration with Electronic Medical Records. 2019. Batista, F.; Ferreira, J.; Duarte, A.P.. https://ciencia.iscte-iul.pt/publications/structured-and-unstructured-data-integration-with-electronic-medical-records/65353?lang=en.
  10. Affective analysis of customer service calls. 10th International Conference of Experimental Linguistics (ExLing 2019). 2019. Vera Cabarrão; M. Julião; R. Solera-Ureña; Moniz, H.; Batista, F.; Trancoso, I.; Mata, Ana I.. https://exlingsociety.com/past-exlings/exling-2019/home-2019.html.
  11. Affective computing based on acoustic-prosodic cues. --. 2019. Moniz, H.; R. Solera-Ureña; Vera Cabarrão; M. Julião; Batista, F.; Trancoso, I..
  12. Discovering trends in brand interest through topic models. 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. 2018. Diana Lopes-Teixeira; Batista, F.; Ribeiro, R..
  13. Adapting Speech Recognition in Augmented Reality for Mobile Devices in Outdoor Environments. 6th Symposium on Languages, Applications and Technologies (SLATE 2017). 2017. Rui Pascoal; Ribeiro, R.; Batista, F.; de Almeida, A.. http://drops.dagstuhl.de/opus/volltexte/2017/7954.
  14. A Simplified Method to Enhance the Analysis for new Information Systems in Corporate Environments. Proc. of CISTI'2017: 12th Iberian Conference on Information Systems and Technologies. 2017. Carlos Soares; Batista, F.; Ribeiro, R.. http://rpsonline.com.sg/rps2prod/cisti2017-proceedings/html/415.xml.
  15. Machine Translation of Non-Contiguous Multiword Units. DiscoNLP 2016 - NAACL HLT 2016 Workshop on Discontinuous Structures in NLP. 2016. Barreiro, A.; Batista, F..
  16. Improving Twitter gender classification using multiple classifiers. Proc. of the 8th European Symposium on Computational Intelligence and Mathematics (ESCIM 2016). 2016. M. Vicente; Batista, F.; João P. Carvalho. http://escim2016.uca.es/wp-content/uploads/2016/10/ESCIM-2016-Proceedings.pdf.
  17. Detecting violence on movie excerpts - A machine-learning approach based on audio and video features. INForum 2016. 2016. Dias, L.; Brandão, T.; Batista, F..
  18. Assessing User Expertise in Spoken Dialog System Interactions. IberSPEECH 2016. 2016. E. Ribeiro; Batista, F.; Trancoso, I.; J. Lopes; Ribeiro, R.; de Matos, D.. https://iberspeech2016.inesc-id.pt/index.php/program-at-a-glance/.
  19. Characterizing the Personality of Twitter Users based on their Timeline Information. Atas da 16 Conferência da Associacao Portuguesa de Sistemas de Informação. 2016. A. Jusupova; Batista, F.; Ribeiro, R.. https://dl.dropboxusercontent.com/u/7995894/CAPSI%202016%20-%20Ebook.pdf.
  20. Prosodic classification of discourse markers. Proc. of ICPHS: 18th International Congress of Phonetic Sciences. 2015. Vera Cabarrão; Moniz, H.; J. Ferreira; Batista, F.; Trancoso, I.; Mata, Ana I..
  21. Using Unstructured Profile Information for Gender Classification of English and Portuguese Twitter users.. Symposium on Languages, Applications and Tecnologies (SLATE'15). 2015. M. Vicente; João P. Carvalho; Batista, F..
  22. Combining Multiple Approaches to Predict the Degree of Nativeness. Proc. of Interspeech 2015. 2015. E. Ribeiro; J. Ferreira; J. Olcoz; Abad, A.; Moniz, H.; Batista, F.; Trancoso, I..
  23. Speech Features for Discriminating Stress Using Branch and Bound Wrapper Search. IV Symposium on Languages, Applications and Tecnologies (SLATE'15). 2015. M. Julião; J. Silva; A. Aguiar; Moniz, H.; Batista, F..
  24. Twitter gender classification using user unstructured information. Proc. of IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). 2015. M. Vicente; Batista, F.; João P. Carvalho. http://fuzzieee2015.org.
  25. Speech Features for Discriminating Stress Using Bound and Branch Wrapper Search.. Symposium on Languages, Applications and Tecnologies (SLATE'15). 2015. M. Julião; J. Silva; A. Aguiar; Moniz, H.; Batista, F..
  26. Sistema Inteligente de Recolha, Armazenamento e Visualizacao de Informacao proveniente do Twitter. Atas da 15 Conferência da Associacao Portuguesa de Sistemas de Informação. 2015. Gaspar Brogueira; Batista, F.; João P. Carvalho.
  27. Detecting Repetitions in Spoken Dialogue Systems Using Phonetic Distances. Proc. of Interspeech 2015. 2015. J. Lopes; G. Salvi; G. Skantze; Abad, A.; J. Gustafson; Batista, F.; R. Meena; Trancoso, I..
  28. Arquitetura e Desenvolvimento de um Repositório de Tweets em Português Europeu. Actas das 5as Jornadas de Informática da Universidade de Évora (JIUE 2015). 2015. Gaspar Brogueira; Batista, F.; João P. Carvalho.
  29. Text based classification of companies in CrunchBase. IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2015). 2015. Batista, F.; João P. Carvalho. http://fuzzieee2015.org.
  30. Using Unstructured Profile Information for Gender Classification of Portuguese and English Twitter users.. IV Symposium on Languages, Applications and Tecnologies (SLATE'15). 2015. M. Vicente; João P. Carvalho; Batista, F..
  31. Using Geolocated Tweets for Characterization of Portuguese Administrative Regions. In Proc. of 18th AGILE International Conference on Geographic Information Science. 2015. Gaspar Brogueira; Batista, F.; João P. Carvalho.
  32. Automatic recognition of prosodic patterns in semantic verbal fluency tests - an animal naming task for edutainment applications. Proc. of ICPHS: 18th International Congress of Phonetic Sciences. 2015. Moniz, H.; A. Pompilli; Batista, F.; Trancoso, I.; Abad, A.; C. Amorim.
  33. Comparing phrase-final patterns across speech styles and age groups in European Portuguese. 3rd SWIP - Swiss Workshop on Prosody. 2014. Mata, Ana I.; Moniz, H.; Batista, F..
  34. Twitter Topic Fuzzy Fingerprints. WCCI2014, FUZZ-IEEE, 2014 IEEE World Congress on Computational Intelligence, International Conference on Fuzzy Systems. 2014. Hugo Rosa; Batista, F.; João P. Carvalho. http://www.ieee-wcci2014.org.
  35. Predição de proeminência prosódica com base no sistema automático AuToBI. XXX ENCONTRO NACIONAL DA ASSOCIAÇÃO PORTUGUESA DE LINGUÍSTICA. 2014. Moniz, H.; Mata, Ana I.; Julia Hirschberg; Batista, F.; Andrew Rosenberg; Trancoso, I..
  36. Expanding a Database of Portuguese Tweets. 3rd Symposium on Languages, Applications and Technologies. 2014. Gaspar Brogueira; Batista, F.; João P. Carvalho; Moniz, H.. http://drops.dagstuhl.de/opus/volltexte/2014/4576.
  37. Analytics of conversational fillers in European Portuguese. International Workshop - Pragmatic Markers, Discourse Markers and Modal Particles. 2014. Moniz, H.; Batista, F.; Trancoso, I.; Mata, Ana I.. https://sites.google.com/site/pragmaworkshopcomo/.
  38. Prosodic, Syntactic, Semantic Guidelines for Topic Structures Across Domains and Corpora. Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14). 2014. Mata, Ana I.; Moniz, H.; Telmo Móia; Anabela Gonçalves; Fátima Silva; Batista, F.; Inês Duarte; Fátima Oliveira; Isabel Falé. http://www.lrec-conf.org/proceedings/lrec2014/summaries/1201.html.
  39. A relação prosódia-sintaxe-discurso: anotação e análise de estruturas de tópico em corpora de fala espontânea. XXX ENCONTRO NACIONAL DA ASSOCIAÇÃO PORTUGUESA DE LINGUÍSTICA. 2014. Mata, Ana I.; Moniz, H.; Telmo Móia; Anabela Gonçalves; Fátima Silva; Batista, F.; Inês Duarte; Fátima Oliveira; Isabel Falé.
  40. Discourse markers in spontaneous speech in European Portuguese: a first approach. International Workshop - Pragmatic Markers, Discourse Markers and Modal Particles. 2014. Vera Cabarrão; Moniz, H.; Batista, F.; Trancoso, I.; Mata, Ana I.; Curto, S.. https://sites.google.com/site/pragmaworkshopcomo/programme.
  41. Revising the Annotation of a Broadcast News Corpus: a Linguistic Approach. Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14). 2014. Vera Cabarrão; Moniz, H.; Batista, F.; Ribeiro, R.; Mamede, N.; Meinedo, H.; Trancoso, I.; Mata, Ana I.; de Matos, D.. http://www.lrec-conf.org/proceedings/lrec2014/summaries/1020.html.
  42. Detecting a Tweet’s Topic within a Large Number of Portuguese Twitter Trends. 3rd Symposium on Languages, Applications and Technologies. 2014. Hugo Rosa; João P. Carvalho; Batista, F.. http://drops.dagstuhl.de/opus/volltexte/2014/4569.
  43. Portuguese Geolocated Tweets: An Overview. Proceedings of the International Conference on Information Systems and Design of Communication. 2014. Gaspar Brogueira; Batista, F.; João P. Carvalho; Moniz, H.. http://doi.acm.org/10.1145/2618168.2618200.
  44. OpenLogos Semantico-Syntactic Knowledge-Rich Bilingual Dictionaries. Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14). 2014. Barreiro, A.; Batista, F.; Ribeiro, R.; Moniz, H.; Trancoso, I.. http://www.lrec-conf.org/proceedings/lrec2014/summaries/1155.html.
  45. Extending AuToBI to Prominence Detection in European Portuguese. Speech Prosody. 2014. Moniz, H.; Mata, Ana I.; Julia Hirschberg; Batista, F.; Andrew Rosenberg; Trancoso, I..
  46. Portugal by regions: The contrast between social networks and statistical data reference. INFORUM 2014. 2014. Luis Silva; Ribeiro, R.; Batista, F..
  47. Towards Intelligent Mining of Public Social Networks' Influence in Society. IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS). 2013. João P. Carvalho; Calais Pedro, V.; Batista, F.. http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6608447&url=http%3A%2F%2Fieeexplore.ieee.org%2Fiel7%2F6596206%2F6608358%2F06608447.pdf%3Farnumber%3D6608447.
  48. Experiments on automatic detection of filled pauses using prosodic features. Proceedings of INForum 2013. Track: Gestão de Dados e Conhecimento. 2013. Henrique Medeiros; Moniz, H.; Batista, F.; Trancoso, I.; Meinedo, H.. http://inforum.org.pt/INForum2013/sessoes/gestao-de-dados-e-conhecimento.html.
  49. Natural Language Processing for the Social Sciences. NESS Conference on Media Opinion Dynamics. 2013. Ribeiro, R.; Batista, F.. http://www.nessnet.eu/events-2/media-opinion-dynamics-conference/.
  50. Towards automatic speech processing and intonational labeling for different speaking styles. PaPI 2013. 2013. Moniz, H.; Batista, F.. http://ww3.fl.ul.pt/laboratoriofonetica/papi2013/workshop_prosodic_transcription.html.
  51. When Multiwords Go Bad in Machine Translation. Proceedings of the Workshop on Multi-word Units in Machine Translation and Translation Technology. 2013. Barreiro, A.; Monti, J.; Orliac, B.; Batista, F.. http://www.mtsummit2013.info/files/proceedings/WkSh4_proceedings.pdf.
  52. Automatic structural metadata identification based on multilayer prosodic information. Proceedings of Disfluency in Spontaneous Speech, DiSS 2013. 2013. Moniz, H.; Batista, F.; Trancoso, I.; Mata, Ana I.. http://www.diss2013.org/Proceedings_DiSS_2013.pdf.
  53. Sentiment Analysis and Topic Classification: Case study over Spanish tweets. NESS Conference on Media Opinion Dynamics. 2013. Batista, F.; Ribeiro, R.. http://www.nessnet.eu/events-2/media-opinion-dynamics-conference/.
  54. Recovering Capitalization and Punctuation Marks on Speech Transcriptions. PROPOR 2012 - Thesis contest. 2012. Batista, F.; Mamede, N..
  55. Analysis of disfluencies in a corpus of university lectures. ExLing 2012. 2012. Moniz, H.; Batista, F.; Mata, Ana I.; Trancoso, I..
  56. A Critical Survey on the use of Fuzzy Sets in Speech and Natural Language Processing. IEEE World Congress on Computational Intelligence (IEEE-WCCI). 2012. João P. Carvalho; Batista, F.; L. Coheur.
  57. The L2F Strategy for Sentiment Analysis and Topic Classification. Workshop on Sentiment Analysis at SEPLN. 2012. Batista, F.; Ribeiro, R.. http://www.daedalus.es/TASS2012/about.php.
  58. Prosodic context-based analysis of disfluencies. Interspeech 2012. 2012. Moniz, H.; Batista, F.; Trancoso, I.; Mata, Ana I.. http://interspeech2012.org.
  59. Recovering Capitalization and Punctuation Marks on Speech Transcriptions. PhD Thesis defense. 2011. Batista, F..
  60. Análise de interrogativas em diferentes domínios. XXVII Encontro Nacional da Associação Portuguesa de Linguística. 2011. Moniz, H.; Batista, F.; Trancoso, I.; Mata, Ana I..
  61. Comparing automatic rich transcription for portuguese, spanish and english broadcast news. Automatic Speech Recognition \& Understanding, 2009. ASRU 2009. IEEE Workshop on. 2009. Batista, F.; Trancoso, I.; Mamede, N..
  62. Temporal Issues and Recognition Errors on the Capitalization of Speech Transcriptions. 11th International Conference on Text, Speech and Dialogue (TSD 2008). 2008. Batista, F.; Mamede, N.; Trancoso, I..
  63. The impact of Language Dynamics on the Capitalization of Broadcast News. Interspeech 2008. 2008. Batista, F.; Mamede, N.; Trancoso, I..
  64. Language Dynamics and Capitalization using Maximum Entropy. Proc. of ACL-08: HLT, Short Papers. 2008. Batista, F.; Mamede, N.; Trancoso, I.. http://www.aclweb.org/anthology/P/P08/P08-2001.
  65. A Lightweight on-the-fly Capitalization System for Automatic Speech Recognition. Proc. RANLP'07. 2007. Batista, F.; Mamede, N.; D. Caseiro; Trancoso, I..
  66. Recovering Punctuation Marks for Automatic Speech Recognition. Interspeech 2007. 2007. Batista, F.; D. Caseiro; Mamede, N.; Trancoso, I..
  67. Cooking an Ontology. Artificial Intelligence: Methodology, Systems, and Applications. 2006. Ribeiro, R.; Batista, F.; J. Paulo; Mamede, N.; Pinto, H. Sofia. http://dx.doi.org/10.1007/11861461_23.
  68. Building a dictionary of anthroponyms. Computational Processing of the Portuguese Language. 2006. J. Baptista; Batista, F.; Mamede, N..
  69. Towards a flexible syntax/semantics interface. Proceedings of the Herramientas y Recursos Lingu{\i}sticos para el Espanol y el Portugués workshop. 2004. L. Coheur; Batista, F.; Mamede, N..
  70. JaVaLI!: understanding real questions. EUROLAN 2003 student workshop: Applied Natural Language Processing, possible applications for the Semantic Web, Bucharest, Romania, July. 2003. L. Coheur; Batista, F.; J. Paulo.
  71. SuSAna: Módulo multifuncional da análise sintáctica de superf{\i}cie. Proc. Multilingual Information Access and Natural Language Processing Workshop (IBERAMIA 2002). 2002. Batista, F.; Mamede, N..
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2023/05/07 - Current Analysis of service quality in peer-to-peer accommodation by modeling the hidden aspects and sentiments embedded in online texts
Co-supervisor of Mariana Sofia Barreira Cavique Santos
ISCTE-Instituto Universitário de Lisboa, Portugal
2023/05/07 - Current "Language Complexity and Contextualized Translation".
Co-supervisor of Eduardo Antonio Mello Freitas
ISCTE-Instituto Universitário de Lisboa, Portugal
2022/12/24 - Current Anonimização Inteligente de Dados
Supervisor of Miguel Alexandre da Silva Sarmento Falco Pereira
ISCTE-Instituto Universitário de Lisboa, Portugal
2022/12/09 - Current Categorização automática de mensagens, com base em Processamento de Linguagem Natural e Aprendizagem Automática
Supervisor of Daniel da Silva Moreira
ISCTE-Instituto Universitário de Lisboa, Portugal
2022/11/30 - Current Reconhecimento Ótico de Caracteres, Análise de Texto e Extração de Informação Chave
Supervisor of Samuel Filipe Agostinho dos Santos
ISCTE-Instituto Universitário de Lisboa, Portugal
2022/11/30 - Current A utilização de Text Mining e Web Scraping na previsão da bolsa de valores
Co-supervisor of Alexandre Costa Pereira
ISCTE-Instituto Universitário de Lisboa, Portugal
2022/11/21 - Current Extração de Conhecimento de Relatórios TAC e Ecocardiografia
Supervisor of André Rodrigues dos Santos
ISCTE-Instituto Universitário de Lisboa, Portugal
2022/10/30 - Current Deteção Automática de Informação Incorreta ou Incompleta na Indexação de Publicações Científicas
Supervisor of David Miguel Nunes Rodrigues
ISCTE-Instituto Universitário de Lisboa, Portugal
2022/10/28 - Current Análise do sentimento económico em Portugal com base em informação de redes sociais
Supervisor of Mohamad Yuran Abdulcarimo
ISCTE-Instituto Universitário de Lisboa, Portugal
2022/10/23 - Current Utilizando contexto e modelos pré-treinados na detecção de discurso de ódio online
Co-supervisor of Rafael Casimiro Machado
ISCTE-Instituto Universitário de Lisboa, Portugal
2022/10/23 - Current Extração de Conhecimento de EMR em Cardiologia
Supervisor of Dário Hub Lomba
ISCTE-Instituto Universitário de Lisboa, Portugal
2022/09/27 - Current Exploração do Potencial das Interfaces Multimodais para a Edição de Código
Co-supervisor of Alexandre Filipe Magalhães Cancelinha
ISCTE-Instituto Universitário de Lisboa, Portugal
2021/10/30 - Current Análise e identificação de fatores de influência em dados da Segurança Social e desenvolvimento de modelos de predição.
Supervisor of Gustavo Alfá Umaro Santos Bá
ISCTE-Instituto Universitário de Lisboa, Portugal
2019/01/11 - Current Análise de reviews sobre restaurantes com base em dados provenientes de redes sociais
Co-supervisor of Pedro Rafael da Costa Pedroso
ISCTE-Instituto Universitário de Lisboa, Portugal
2021/01/01 - 2022/12/31 Semi-Automatic Selection and Annotation of Hate Speech from Social Media
Supervisor of Raquel Bento Santos
 Engenharia Informática e de Computadores (Master)
Instituto Superior Técnico, Universidade de Lisboa, Portugal
2021/11/30 - 2022/12/20 Influenciadores, são eles os responsáveis pela volatilidade do Bitcoin? Entropia de Transferência e Causalidade de Granger em prol de uma resposta
Co-supervisor of Jana Luisa Teixeira Lage
ISCTE-Instituto Universitário de Lisboa, Portugal
2021/11/26 - 2022/12/13 Análise do comportamento dos turistas em Lisboa utilizando Dados de um operador móvel
Co-supervisor of Bruno Alexandre Mateus Francisco
ISCTE-Instituto Universitário de Lisboa, Portugal
2022/11/03 - 2022/12/12 Identificação de Fatores de Risco na Gravidade dos Acidentes Rodoviários
Supervisor of Inês Mendes dos Santos Rodrigues de Carvalho
ISCTE-Instituto Universitário de Lisboa, Portugal
2021/11/26 - 2022/12/05 Classificação de humor e de discurso ofensivo com base em estratégias de processamento da língua
Supervisor of Marcelo Custodio Mathias
ISCTE-Instituto Universitário de Lisboa, Portugal
2021/07/19 - 2022/12/02 Sobre o que as pessoas estão falando na sua região? Aplicando uma Abordagem de Modelagem de Tópicos a Tweets Geolocalizados em Português
Supervisor of Érica Sofia Palmeirim Santos Rosa
ISCTE-Instituto Universitário de Lisboa, Portugal
2020/10/15 - 2021/12/16 Deteção automática de sinais de depressão em redes sociais em contexto de covid-19
Co-supervisor of Daniela Cristina da Silva Carlos
ISCTE-Instituto Universitário de Lisboa, Portugal
2020/12/31 - 2021/12/13 Previsão de Dados de Estudante
Co-supervisor of Nuno Miguel Soares Fialho de Carvalho
ISCTE-Instituto Universitário de Lisboa, Portugal
2020/12/01 - 2021/12/09 Análise de sentimento para prever o sentimento económico em Portugal com base em notícias económicas
Co-supervisor of Cátia Daniela Lopes Tavares
ISCTE-Instituto Universitário de Lisboa, Portugal
2020/12/01 - 2021/11/26 Previsão automática de fraude em transações financeiras
Supervisor of Appio Indiano do Brazil Americano Neto
ISCTE-Instituto Universitário de Lisboa, Portugal
2020/10/01 - 2021/11/05 Rumo à Deteção de Cyberbullying em Redes Sociais
Co-supervisor of Tiago Filipe Pardal de Almeida
ISCTE-Instituto Universitário de Lisboa, Portugal
2020/11/24 - 2021/01/08 Classificação de emoções em redes sociais
Supervisor of Soraia Alexandra Cardoso Filipe
ISCTE-Instituto Universitário de Lisboa, Portugal
2019/12/27 - 2020/12/22 Avaliação do impacto emocional do vídeo usando técnicas de aprendizagem automática
Co-supervisor of André Filipe Lopes Maia
ISCTE-Instituto Universitário de Lisboa, Portugal
2020/03/05 - 2020/12/21 Sistema de Recomendação de Videojogos
Co-supervisor of Rosária Patrícia Firmino Bunga
ISCTE-Instituto Universitário de Lisboa, Portugal
2019/10/26 - 2020/12/10 Deteção de palavras emergentes em tweets portugueses e análise do seu percurso na redes sociais
Supervisor of Afonso do Carmo Marques Mendes Pinto
ISCTE-Instituto Universitário de Lisboa, Portugal
2019/10/15 - 2020/12/04 Um Agente Conversacional orientado para livros
Co-supervisor of Nuno Alexandre Mestre Barradas
ISCTE-Instituto Universitário de Lisboa, Portugal
2019/10/11 - 2020/12/03 Análise de criptomoeda baseada em conteúdo gerado por utilizadores de redes sociais
Co-supervisor of Miguel de Guerra Narciso
ISCTE-Instituto Universitário de Lisboa, Portugal
2019/10/04 - 2020/11/24 Detecção de Sentimentos Psíquicos em Utilizadores de Redes Sociais
Co-supervisor of Patrícia de Sousa dos Santos
ISCTE-Instituto Universitário de Lisboa, Portugal
2019/10/04 - 2020/11/24 Classificação de Fake News na Língua Portuguesa Europeia
Co-supervisor of João Filipe Carriço Rodrigues
ISCTE-Instituto Universitário de Lisboa, Portugal
2019/11/04 - 2020/10/26 Classificação multilabel de informação não estruturada utilizando o Crunchbase
Supervisor of Marco Filipe Madeira Felgueiras
ISCTE-Instituto Universitário de Lisboa, Portugal
2019/10/04 - 2020/07/09 eWOM para instituições públicas: aplicação ao caso do Exército Português
Supervisor of Joana de Azinhaes Horta
ISCTE-Instituto Universitário de Lisboa, Portugal
2018/10/19 - 2019/12/20 Modelação de comentários em plataformas online sobre alojamento local: O caso Airbnb
Co-supervisor of Sónia Alexandra Miranda Morais
ISCTE-Instituto Universitário de Lisboa, Portugal
2017/01/01 - 2018/12/31 2Gather4Health: Web Crawling and Indexing System Implementation
Co-supervisor of João Nuno Martins de Almeida
 Electrical and Computer Engineering (Master)
Instituto Superior Técnico, Universidade de Lisboa, Portugal
2017/12/15 - 2018/12/03 Análise da Distribuição Espacio-temporal do interesse por uma marca nas redes sociais
Supervisor of Diana Von-Haff Lopes Teixeira
ISCTE-Instituto Universitário de Lisboa, Portugal
2017/11/02 - 2018/11/29 Text Mining from CURRICULA
Co-supervisor of Tiago João Aires Soares
ISCTE-Instituto Universitário de Lisboa, Portugal
2014/10/23 - 2017/07/19 Análise de Sentimento Baseada em Aspetos
Co-supervisor of Ricardo Afonso Gomes António
ISCTE-Instituto Universitário de Lisboa, Portugal
2013/10/31 - 2016/12/16 Análise de Sentimento em Microblogues com base em Cascatas de Classificação
Supervisor of Fernando Manuel Dias Rebelo
ISCTE-Instituto Universitário de Lisboa, Portugal
2015/10/29 - 2016/12/13 Characterizing the Personality of Twitter Users Based on their Timeline Information
Supervisor of Anzhela Zhusupova
ISCTE-Instituto Universitário de Lisboa, Portugal
2015/10/30 - 2016/12/06 Detecting Violent Excerpts in Movies using Audio and Video Features
Co-supervisor of Luís Jorge Gregório Dias
ISCTE-Instituto Universitário de Lisboa, Portugal
2014/10/31 - 2015/11/23 "Detecting portuguese and english twitter user's gender"
Supervisor of Marco Paulo Fernandes Vicente
ISCTE-Instituto Universitário de Lisboa, Portugal
2014/10/15 - 2015/09/16 Sistema Inteligente de Recolha e Armazenamento de Informação Proveniente do Twitter
Supervisor of Gaspar Manuel Rocha Brogueira
ISCTE-Instituto Universitário de Lisboa, Portugal
2013/01/01 - 2014/12/31 Topic Detection within Public Social Networks
Co-supervisor of Hugo Hermógenes Lopes da Costa Rosa
Instituto Superior Técnico, Universidade de Lisboa, Portugal
2013/10/31 - 2014/10/31 Automatic detection of disfluences in a corpus of univeristy lectures
Supervisor of Henrique Rodrigues Barbosa de Medeiros
ISCTE-Instituto Universitário de Lisboa, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2022/07/24 - 2022/07/29 LxMLS 2022 - 12th Lisbon Machine Learning School (2022/07/24)
Other (Member of the Organising Committee)
2021/07/07 - 2021/07/15 LxMLS 2021 - 11th Lisbon Machine Learning School (2021/07/07)
Other (Member of the Organising Committee)
2020/07/21 - 2020/07/29 LxMLS 2020 - 10th Lisbon Machine Learning School (2020/07/21)
Other (Member of the Organising Committee)
2019/07/11 - 2019/07/18 LxMLS 2019 - 9th Lisbon Machine Learning School (2019/07/11)
Other (Member of the Organising Committee)
2018/06/14 - 2018/06/21 LxMLS 2018 - 8th Lisbon Machine Learning School (2018/06/14)
Other (Member of the Organising Committee)
2017/07/20 - 2017/07/27 LxMLS 2017 - 7th Lisbon Machine Learning School (2017/07/20)
Other (Member of the Organising Committee)
2016/07/21 - 2016/07/28 LxMLS 2016 - 6th Lisbon Machine Learning School (2016/07/21)
Other (Member of the Organising Committee)
2015/07/16 - 2015/07/23 LxMLS 2015 - 5th Lisbon Machine Learning School (2015/07/16)
Other (Member of the Organising Committee)
2012/01/01 - 2012/12/31 Machine Learning for NLP @ UALG (2012/01/01)

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2011 - 2014 LxMLS 2011, 2012, 2013, 2014: Membro do Technical Staff Escola de Verão: LxMLS - Machine Learning School

Association member

Society Organization name Role
2016/01/01 - Current Senior member do IEEE
2008/01/01 - Current ISCA Speech

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2023/02 - 2023/07 Descoberta e Extração de Conhecimento de Dados Informática e Gestão de Empresas (Licenciatura) ISCTE-Instituto Universitário de Lisboa, Portugal
2023/02 - 2023/07 Computação para Economia e Ciências Empresariais Escola de Tecnologias e Arquitetura (Curso de mestrado (conclusão do curso de especialização)) ISCTE-Instituto Universitário de Lisboa, Portugal
2023/02 - 2023/07 Text Mining para Ciência de Dados Ciência de Dados (Curso de mestrado (conclusão do curso de especialização)) ISCTE-Instituto Universitário de Lisboa, Portugal
2022/09 - 2023/01 Text Mining Sistemas Integrados de Apoio à Decisão (Curso de mestrado (conclusão do curso de especialização)) ISCTE-Instituto Universitário de Lisboa, Portugal
2022/09 - 2023/01 Projeto Aplicado em Ciência de Dados II Ciência de Dados (PL) (Licenciatura) ISCTE-Instituto Universitário de Lisboa, Portugal
2022/09 - 2023/01 Processamento Computacional da Língua Escola de Tecnologias e Arquitetura (Curso de mestrado (conclusão do curso de especialização)) ISCTE-Instituto Universitário de Lisboa, Portugal
2022/09 - 2023/01 Programação (1ciclo) Ciência de Dados (Licenciatura) ISCTE-Instituto Universitário de Lisboa, Portugal
2022/02 - 2022/07 Computing for Economics and Business Escola de Tecnologias e Arquitetura (Curso de mestrado (conclusão do curso de especialização)) ISCTE-Instituto Universitário de Lisboa, Portugal
2022/02 - 2022/07 Text Mining for Data Science Data Science (Curso de mestrado (conclusão do curso de especialização)) ISCTE-Instituto Universitário de Lisboa, Portugal
2022/02 - 2022/07 Knowledge Discovery and Extraction From Data Computer Science and Business Management (Licenciatura) ISCTE-Instituto Universitário de Lisboa, Portugal
2022/02 - 2022/07 Text Mining para Ciência de Dados Ciência de Dados (Curso de mestrado (conclusão do curso de especialização)) ISCTE-Instituto Universitário de Lisboa, Portugal
2022/02 - 2022/07 Descoberta e Extração de Conhecimento de Dados Informática e Gestão de Empresas (Licenciatura) ISCTE-Instituto Universitário de Lisboa, Portugal
2022/02 - 2022/07 Computação para Economia e Ciências Empresariais Escola de Tecnologias e Arquitetura (Curso de mestrado (conclusão do curso de especialização)) ISCTE-Instituto Universitário de Lisboa, Portugal
2021/09 - 2022/01 Text Mining Sistemas Integrados de Apoio à Decisão (Curso de mestrado (conclusão do curso de especialização)) ISCTE-Instituto Universitário de Lisboa, Portugal
2021/09 - 2022/01 Computational Language Processing Escola de Tecnologias e Arquitetura (Curso de mestrado (conclusão do curso de especialização)) ISCTE-Instituto Universitário de Lisboa, Portugal
2021/09 - 2022/01 Programação (1ciclo) Ciência de Dados (PL) (Licenciatura) ISCTE-Instituto Universitário de Lisboa, Portugal
2021/09 - 2022/01 Applied Project in Data Science II Data Science (PL) (Licenciatura) ISCTE-Instituto Universitário de Lisboa, Portugal
2021/09 - 2022/01 Processamento Computacional da Língua Escola de Tecnologias e Arquitetura (Curso de mestrado (conclusão do curso de especialização)) ISCTE-Instituto Universitário de Lisboa, Portugal
2021/09 - 2022/01 Projeto Aplicado em Ciência de Dados II Ciência de Dados (PL) (Licenciatura) ISCTE-Instituto Universitário de Lisboa, Portugal
2021/02 - 2021/07 Text Mining para Ciência de Dados Ciência de Dados (Curso de mestrado (conclusão do curso de especialização)) ISCTE-Instituto Universitário de Lisboa, Portugal
2021/02 - 2021/07 Computação para Economia e Ciências Empresariais Escola de Tecnologias e Arquitetura (Curso de mestrado (conclusão do curso de especialização)) ISCTE-Instituto Universitário de Lisboa, Portugal
2020/09 - 2021/01 Text Mining Sistemas Integrados de Apoio à Decisão (Curso de mestrado (conclusão do curso de especialização)) ISCTE-Instituto Universitário de Lisboa, Portugal
2020/09 - 2021/01 Processamento Computacional da Língua Escola de Tecnologias e Arquitetura (Curso de mestrado (conclusão do curso de especialização)) ISCTE-Instituto Universitário de Lisboa, Portugal
2020/09 - 2021/01 Programação (1ciclo) Ciência de Dados (PL) (Licenciatura) ISCTE-Instituto Universitário de Lisboa, Portugal
Distinctions

Award

2021 One of the winners of the Shared Task "Sentence End and Punctuation Prediction" - Rei et al. (2021) Multilingual Simultaneous Sentence End and Punctuation Prediction. Swiss Text Analytics Conference 2021
2021 Best Poster Award - Bunga et al. (2021) From Implicit Preferences to Ratings: Video Games Recommendation based on Collaborative Filtering. 13th International Joint Conference on Knowledge Discovery and Information Retrieval (IC3K 2021)
2017 One of the winners of the 2018 edition of the ISCTE-IUL scientific awards
ISCTE-Instituto Universitário de Lisboa, Portugal
2015 Prémios Pedagógicos 2015 do ISCTE-IUL, 2º Prémio
ISCTE-Instituto Universitário de Lisboa, Portugal
2014 One of the winners of the 2014 edition of the ISCTE-IUL scientific awards
ISCTE-Instituto Universitário de Lisboa, Portugal
2013 One of the winners of the 2013 edition of the ISCTE-IUL scientific awards
ISCTE-Instituto Universitário de Lisboa, Portugal
2012 PhD Dissertation - Honorable Mention - Fernando Batista and Nuno Mamede (2012) Recovering Capitalization and Punctuation Marks on Speech Transcriptions. PhD Dissertation contest, PROPOR 2012
2009 Best Regular Paper Award
2009 Best Regular Paper Award - Batista et al. (2009) Automatic Recovery of Punctuation Marks and Capitalization Information for Iberian Languages. I Joint SIG-IL/Microsoft Workshop on Speech and Language Technologies for Iberian Languages

Title

2016 Membro do Editorial Review Board: International Journal of Technology and Human Interaction (IJTHI)

Other distinction

2012 PhD Dissertation - Honorable Mention