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Teresa Gonçalves is Associate Professor at the Department of Informatics, School of Sciences and Technology, University of Évora and an integrated researcher of ALGORITMI research centre. She is at the University of Évora since 1999. She has a PhD in Computer Science from University of Évora and a MSc degree in Informatics Engineering from New University of Lisbon. Presently she is the Director of the Master programme in Informatics Engineering and deputy Director of the Bachelor and Master programmes in Artificial Intelligence and Data Science. She is also the interim Director of the VISTA Lab (Video, Image, Speech and text Analysis Lab), the unit of the ALGORITMI research centre at university of Évora. Previously she served as head of the Computer Science Department (2011-2015) and as Director (2016-2021) and deputy Director (2012-2023) of the Bachelor programme in Informatics Engineering. She successfully supervised 6 doctoral, 17 master theses and 3 postdocs, and presently supervises 3 doctoral and 4 master students. She advised and mentored postdocs, graduate and undergraduate students from Bangladesh, Cabo Verde, Nepal, Philippines, India, Sri Lanka, China, Mongolia, and Portugal, several of them under Erasmus Mundus programs. Her domain of specialization is Machine Learning, with research and publications in the areas of information extraction, recommendation systems, evolutionary algorithms, and classification of text (Portuguese and English) and images (medical and satellite). She authored/co-authored more than 110 scientific articles indexed by Scopus, 460 Scopus citations, h-index of 11 and 47% of international collaboration. She was reviewer of more than 50 articles in international journals (ex: Remote Sensing, IJPRAI, JMLC, Applied Sciences) and conferences (ex: IDEAL, CIARP, ACL, PROPOR, EMNLP, LREC, CONLL, IJCAI, CLEF) and chair of international (IDEAL 2023, PROPOR 2020, SKIMA 2017 and 2018, CLEF 2016) and national conferences (RECPAD 2020 and 2021). She is a member of the board of APRP (Associação Portuguesa de reconhecimento de Padrões) and was member of the jury for APRP prizes for best MSc and PhD thesis and was an evaluator of COST action projects. She has given invited talks in several universities including: Chiang Mai University (Thailand), Capital University of Science and Technology (Pakistan), Jadavpur University (India), Northumbria University at Newcastle (UK), University of Kragujevac (Serbia), University of Santiago de Compostela (Spain) and UNISINOS and PUCRS (Brazil). Presently she is the main coordinator of the Horizon Europe MSCA Staff Exchange HarmonicAI project (ref: 101131117) , local coordinator of the Erasmus+ CBHE SSAPI project (ref 619438-EPP-1-2020-1-PK-EPPKA2-CBHE-JP) and team member of ATTRACT DIH (ref 101083770), Erasmus+ CBHE TETRIS (618597-EPP-1-2020-1-PT-EPPKA2-CBHE-JP), Interreg VI-B Sudoe SenforFire (S1/1.1/E0040), PRR CANTE (ref PRR-C05-i03-I-000188) and La Caixa INCOME (ref PD23-00013) projects. Previously she was the coordinator of the FCT AI in the Public Administration SNS24.Scout.IA project (ref DSAIPA/AI/0040/2019), the FEDER R&D in co-promotion NIIAA project (ref ALT20-03-0247-FEDER-036981), local coordinator of LEADER, gLINK and FUSION Erasmus Mundus projects (EACEA, Window of External Cooperation, strand I) and team member of other applied research projects with diverse sources of funding.
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Identification

Personal identification

Full name
Teresa Cristina de Freitas Gonçalves

Citation names

  • Gonçalves, Teresa
  • Teresa Cristina de Freitas Gonçalves
  • Teresa C. Gonçalves

Author identifiers

Ciência ID
3310-CC47-8D86
ORCID iD
0000-0002-1323-0249
Researcher Id
B-4308-2013
Scopus Author Id
8054218100

Telephones

Telephone
  • 266745371 (Professional)

Addresses

  • Departamento de Informática, Universidade de Évora, Rua Romão Ramalho 59, 7000-671, Évora, Évora, Portugal (Professional)

Websites

  • https://www.dinf.uevora.pt/pessoas/(id)/10892 (Professional)

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
French Beginner (A1) Elementary (A2) Beginner (A1) Elementary (A2)
Education
Degree Classification
2008/01
Concluded
 Informática (Doutoramento)
Major in Sem especialidade
Universidade de Évora, Portugal
"Utilização de Informação Linguística na Classificação de Documentos em Língua Portuguesa" (THESIS/DISSERTATION)
 Aprovado com Distinção e Louvor
1996
Concluded
 Engenharia Informática (Mestrado)
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
"Agrupamento conceptual - Funções de avaliação e integração de conhecimento conhecimento" (THESIS/DISSERTATION)
 Muito Bom
1992
Concluded
 Engenharia Informática (Licenciatura)
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
"N/A" (THESIS/DISSERTATION)
 16 valores
Affiliation

Science

Category
Host institution 		Employer
2022/01 - Current Principal Investigator (Research) Universidade do Minho Centro ALGORITMI, Portugal
Universidade de Évora, Portugal
2021/05/01 - Current Researcher (Research) Comprehensive Health Research Centre Polo di Évora, Portugal
Universidade de Évora, Portugal
2020/01/01 - 2021/04 Principal Investigator (Research) Universidade Nova de Lisboa Laboratório para a Ciência da Computação e Informática, Portugal
Universidade Nova de Lisboa Laboratório para a Ciência da Computação e Informática, Portugal
2015/01 - 2019/12 Researcher (Research) Universidade de Évora Laboratório de Informática Sistemas e Paralelismo, Portugal
Universidade de Évora Laboratório de Informática Sistemas e Paralelismo, Portugal
1992/09/01 - 1999/09/30 Researcher (Research) Universidade Nova de Lisboa UNINOVA Instituto de Desenvolvimento de Novas Tecnologias, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2020/06/25 - Current Associate Professor (University Teacher) Universidade de Évora, Portugal
Universidade de Évora Departamento de Informática, Portugal
2008/01/29 - 2020/01 Assistant Professor (University Teacher) Universidade de Évora, Portugal
Universidade de Évora Departamento de Informática, Portugal
1999/10/01 - 2008/01/29 Assistant (University Teacher) Universidade de Évora, Portugal

Positions / Appointments

Category
Host institution 		Employer
2023/07 - Current Deputy Program Director of Bachelor in Artificial Intelligence and Data Science Universidade de Évora, Portugal
2023/07 - Current Deputy Program Director of Master in Artificial Intelligence and Data Science Universidade de Évora, Portugal
2023/07 - Current Director of VISTA Lab Universidade de Évora, Portugal
2023/04 - Current Program Director of Master in Informatics Engineering Universidade de Évora, Portugal
2021/04 - 2023/04 Deputy Program Director of Bachelor in Informatics Engineering Universidade de Évora, Portugal
2016/02 - 2021/03 Program Director of Bachelor in Informatics Engineering Universidade de Évora, Portugal
2011/01 - 2015/01 Head of Department Universidade de Évora Escola de Ciências e Tecnologia, Portugal
Projects

Grant

Designation Funders
2024/01 - 2027/12 HarmonicAI - Human-guided collaborative multi-objective design of explainable, fair and privacy-preserving AI for digital health
101131117
 European Research Council

Contract

Designation Funders
2024/01/01 - 2026/12/31 HarmonicAI: Human-guided collaborative multi-objective design of explainable, fair and privacy-preserving AI for digital health
01131117
Principal investigator
Universidade de Évora, Portugal
 Education Audiovisual and Culture Executive Agency
Ongoing
2024/01/01 - 2026/12/31 SenForFire - Cost-Effective Wireless Sensor Networks for Forest Fire Prevention and Early Detection
S1/1.1/E0040
Universidade de Évora Escola de Ciências e Tecnologia, Portugal
 European Regional Development Fund
Ongoing
2023 - 2025 CANTE: Do Conceito à Abordagem Uma Só Saúde - Perspetivas e experiências iNTEgradas no Alentejo em rede para o Mundo num processo top-down. "From the One Health Approach Concept - Integrated perspectives and experiences in the Alentejo networked to the World, in a top-down process"
13/C05-i03/2021
Universidade de Évora, Portugal
 Governo da República Portuguesa
Ongoing
2021/01 - 2024/07 TETRIS - Technology Transfer Innovation Schemes in Latin America
618597-EPP-1-2020-1-PT-EPPKA2-CBHE-JP
Universidade de Évora, Portugal
 European Commission
Ongoing
2021/01 - 2024/07 SSAPI - Strategic Support for Accreditation of Programs and Internationalization at South Asian Higher Education Institutes
619438-EPP-1-2020-1-PK-EPPKA2-CBHE-JP
Universidade de Évora, Portugal
 European Commission
Ongoing
2021/02 - 2022/06 SNS24.Scout.IA - Aplicação de Metodologias de Inteligência Artificial e Processamento de Linguagem Natural no Serviço de Triagem, Aconselhamento e Encaminhamento do SNS 24
DSAIPA/AI/0040/2019
Principal investigator
Universidade de Évora, Portugal
Concluded
2018/07 - 2022/06 NIIAA - Núcleo de Investigação em Inteligência Artificial em Agricultura
ALT20-03-0247-FEDER-036981
Principal investigator
Universidade de Évora, Portugal
Ongoing
2020/01/01 - 2021/12/31 Aplicação de Metodologias de Inteligência Artificial e Processamento de Linguagem Natural no Serviço de Triagem, Aconselhamento e Encaminhamento do SNS 24
DSAIPA/AI/0040/2019
Universidade de Évora, Portugal

Universidade de Évora Laboratório de Informática Sistemas e Paralelismo, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2020/01/01 - 2021/02 SNS24.Scout.IA - Aplicação de Metodologias de Inteligência Artificial e Processamento de Linguagem Natural no Serviço de Triagem, Aconselhamento e Encaminhamento do SNS 24
DSAIPA/AI/0040/2019
Researcher
Universidade de Évora, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
2017/01/01 - 2020/07 AuditF - Audit Furnace
ALT20-03-0247-FEDER-017980
Researcher
Universidade de Évora, Portugal
Concluded
2017/06 - 2020/05 Portulan CLARIN - Common Language Resources and Technology Infrastructure
FCT/RI/CLARIN -- Rede de Infraestruturas
Researcher
Universidade de Évora, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
2019/01/01 - 2019/12/31 Laboratório de Informática, Sistemas e Paralelismo
UID/CEC/04668/2019
Universidade de Évora, Portugal

Universidade de Évora Laboratório de Informática Sistemas e Paralelismo, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2016/10 - 2019/11 AGATHA - Sistema inteligente de análise de fontes de in- formação abertas para vigilância/controlo de criminalidade
POCI-01-0247-FEDER-018022
Researcher
Universidade de Évora, Portugal
2014/07 - 2018/12 gLINK - Sustainable Green Economies through Learning, Innovation, Networking and Knowledge Exchange
2014-0861/001-001-EM
 European Commission
2014/04 - 2018/03 Textlink - Structuring Discourse in Multilingual Europe
COST-IS1312
Researcher
Universidade de Évora, Portugal
Concluded
2011/01/01 - 2013/12/31 Projecto Estratégico - UI 526 - 2011-2012
PEst-OE/EEI/UI0526/2011
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal

Universidade Nova de Lisboa Laboratório para a Ciência da Computação e Informática, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2009/01/01 - 2011/12/31 MEDON - Ontologias para a modelação de dados e procedimentos médicos
PTDC/EIA/80772/2006
Researcher
Universidade de Évora, Portugal

Universidade da Beira Interior, Portugal

Universidade Nova de Lisboa Faculdade de Ciências Médicas, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2008/01 - 2010/12 QA - Question/answering
CRUP/2008/QA
Researcher
Concluded
2005/03/15 - 2007/12/31 DOMIR- Diálogos e Ontologias para Recuperação de Informação Multimédia
POSC/EIA/61109/2004
Researcher
Instituto de Engenharia de Sistemas e Computadores, Portugal

Universidade de Évora, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2002/10 - 2005/09 ABC - Acesso Inteligente a Bases de Conhecimento
AdI/2002/ABC
Researcher
Universidade de Évora, Portugal
 Agência Nacional de Inovação SA
Concluded
2002/01 - 2004/06 COOPERATIVE
FCT/Sapiens/2001/Cooperative
Researcher
Fundação para a Ciência e a Tecnologia
Concluded
1997/10/01 - 1999/10/31 CLUSTERIZAÇÃO BASEADA EM TEORIA DA INFORMAÇÃO
GGP XXI/BD/4241/96
Universidade Nova de Lisboa Instituto de Tecnologia Química e Biológica, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
1996/04 - 1997/09 SAFDM - Algoritmos Especializados de Optimização para Tomada de Decisão Difusa
SAFDM
Researcher
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
Concluded
1992/09 - 1996/03 RoadRobot - Operator Assisted Mobile Road Robot for Heavy Duty Civil Enginnering Applications
ROADROBOT
Scientific Initiation Fellow
Universidade Nova de Lisboa UNINOVA Instituto de Desenvolvimento de Novas Tecnologias, Portugal
Concluded
Outputs

Publications

Book
  1. Quaresma, P.; Camacho, D.; Yin, H.; Gonçalves, T.; Julian, V.; Tallón-Ballesteros, A.. Preface. 2023.
Book chapter
  1. Kashyap Raiyani; Teresa Gonçalves; Luís Rato. "Abbreviating Labelling Cost for Sentinel-2 Image Scene Classification Through Active Learning". 295-308. Springer International Publishing, 2022.
    10.1007/978-3-031-04881-4_24
  2. Rute Veladas; Hua Yang; Paulo Quaresma; Teresa Gonçalves; Renata Vieira; Cátia Sousa Pinto; João Pedro Martins; João Oliveira; Maria Cortes Ferreira. "Aiding Clinical Triage with Text Classification". 2021.
    10.1007/978-3-030-86230-5_7
  3. Yang, H.; Gonçalves, T.. "Aggregation on Learning to Rank for Consumer Health Information Retrieval". In Modelling and Development of Intelligent Systems, 81-93. Springer, 2020.
    Published • 10.1007/978-3-030-39237-6_6
  4. Santos, D.; Rato, L.; Gonçalves, T.; Barão, M.; Costa, S.; Malico, I.; Canhoto, P.. "Composite SVR Based Modelling of an Industrial Furnace". In Modelling and Development of Intelligent Systems, 158-170. Springer International Publishing, 2020.
    Published • 10.1007/978-3-030-39237-6_11
  5. Paulo Quaresma; Vitor Beires Nogueira; Kashyap Raiyani; Roy Bayot; Teresa Gonçalves. "From Textual Information Sources to Linked Data in the Agatha Project". 2020.
    10.1007/978-3-030-46714-2_5
  6. Rashel, M.R.; Melicio, R.; Tlemcani, M.; Goncalves, T.; Springer, Cham. "Modeling and Simulation of PV Panel Under Different Internal and Environmental Conditions with Non-constant Load". In Advances in Information and Communication Technology Education, 376-392. IGI Global, 2019.
    Published • 10.1007/978-3-030-17771-3_33
  7. Mukherjee, H.; Obaidullah, S.M.; Santosh, K.C.; Gonçalves, T.; Phadikar, S.; Roy, K.; Mukherjee, Himadri; et al. "Instrumentals/songs separation for background music removal". In Advances in Intelligent Systems and Computing, 241-251. Springer, 2018.
    Published • 10.1007/978-3-030-18058-4_19
  8. Obaidullah, S.M.; Ahmed, S.; Gonçalves, T.; Rato, L.; Obaidullah, Sk; Rato, Luis; Gonçalves, Teresa. "RMID: A novel and efficient image descriptor for mammogram mass classification". In Information Technology, Systems Research, and Computational Physics, 229-240. Springer, 2018.
    Published • 10.1007/978-3-030-18058-4_18
  9. Jayatilake, M.; Gonçalves, T.; Rato, L.. "Classification of Breast Lesions Using Quantitative Dynamic Contrast Enhanced-MRI". In Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 108-119. Springer International Publishing, 2018.
    Published • 10.1007/978-3-030-20805-9_10
  10. Obaidullah, S.M.; Ahmed, S.; Gonçalves, T.. "Effect of Image View for Mammogram Mass Classification – An Extreme Learning Based Approach". In Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 160-172. 2018.
    Published • 10.1007/978-3-030-20805-9_14
  11. Yang, H.; Gonçalves, T.. "How does word embeddings-based query expansion perform in consumer health information search?". 35-40. ACM, 2018.
    Published • 10.1145/3293339.3293347
  12. João Sequeira; Teresa Gonçalves; Paulo Quaresma; Amália Mendes; Iris Hendrickx. "Using Syntactic and Semantic Features for Classifying Modal Values in the Portuguese Language". In Computational Linguistics and Intelligent Text Processing, 362-373. Springer Berlin Heidelberg, 2018.
    Published • 10.1007/978-3-319-75487-1_28
  13. Bayot, R.K.; Gonçalves, T.; Bayot, Roy; Gonçalves, Teresa. "Age and gender classification of tweets using convolutional neural networks". In Machine Learning, Optimization, and Big Data. 2018.
    Published • 10.1007/978-3-319-72926-8_28
  14. Inkeaw, P.; Bootkrajang, J.; Gonçalves, T.; Chaijaruwanich, J.. "Handwritten Character Recognition Using Active Semi-supervised Learning". In Intelligent Data Engineering and Automated Learning, 69-78. Springer Berlin Heidelberg, 2018.
    Published • 10.1007/978-3-030-03493-1_8
  15. Yang, H.; Gonçalves, T.; Mothe, J.; Murtagh, F.; Nie, J.Y.; Soulier, L.; SanJuan, E.; et al. "A compound model for consumer health search". In Experimental IR Meets Multilinguality, Multimodality, and Interaction. Springer International Publishing, 2018.
    Published • 10.1007/978-3-319-98932-7_22
  16. Mukherjee, Himadri; Dutta, Moumita; Obaidullah, Sk; Santosh, K.C.; Gonçalves, Teresa; Phadikar, Sanatu; Roy, Kaushik; et al. "Performance of classifiers on MFCC- based phoneme recognition for language identification". In Computational Intelligence, Communications, and Business Analytics. Springer Singapore, 2018.
    Published • 10.1007/978-981-13-8578-0_2
  17. Yang, Hua; Gonçalves, Teresa. "Promoting Understandability in Consumer Health Information Search". In Advances in Information Retrieval, 727-734. Springer, 2017.
    Published • 10.1007/978-3-319-56608-5_72
  18. Quaresma, Paulo; Gonçalves, Teresa; Abreu, Salvador; Costa, José Hélio; Mashayekhi, Kaveh; Arnholdt-Schmitt, Birgit; Svensson, Jan T.; et al. "Artificial intelligence for the detection of AOX functional markers". In Alternative Respiratory Pathways in Higher Plants, 261-266. John Wiley & Sons, Ltd, 2015.
    Published • 10.1002/9781118789971.ch14
  19. Pereira, Francisco; Machado, Penousal; Costa, Ernesto; Cardoso, Amilcar; Weitzel, L.; Freire, R.A.; Quaresma, P.; Gonçalves, T.; Prati, R.. "How does irony affect sentiment analysis tools?". In Progress in Artificial Intelligence, 803-808. Springer Berlin Heidelberg, 2015.
    Published • 10.1007/978-3-319-23485-4_81
  20. Silva, A.; Gonçalves, T.. "Using a scouting predator-prey optimizer to train support vector machines with non PSD kernels". In Nature Inspired Cooperative Strategies for Optimization, 43-56. Springer, 2014.
    Published • 10.1007/978-3-319-01692-4-4
  21. Quaresma, Paulo; Mendes, Amália; Hendrickx, Iris; Gonçalves, Teresa; Quaresma, P.; Mendes, A.; Hendrickx, I.; et al. "Tagging and Labelling Portuguese Modal Verbs". In Computational Processing of the Portuguese Language, 70-81. Springer, 2014.
    Published • 10.1007/978-3-319-09761-9
  22. Przeporkowski, Adam; Ogrodniczuk, Maciej. "Using Graphs and Semantic Information to Improve Text Classifiers". In Advances in Natural Language Processing, 324-336. Springer, 2014.
    Published
  23. Silva, Arlindo; Neves, Ana; Gonçalves, Teresa. "Using Scout Particles to Improve a Predator-Prey Optimizer". In Adaptive and Natural Computing Algorithms, 130-139. Springer Berlin Heidelberg, 2013.
    10.1007/978-3-642-37213-1_14
  24. Kamel, Mohamed; Karray, Fakhri; Hagras, Hani. "An Heterogeneous Particle Swarm Optimizer With Predator and Scout Particles". In Autonomous and Intelligent Systems, 200-208. Springer, 2013.
    Published • 10.1007/978-3-642-31368-4_24
  25. Silva, Arlindo; Ana, neves; Gonçalves, Teresa. "Training Support Vector Machines with an Heterogeneous Particle Swarm Optimizer". In Adaptive and Natural Computing Algorithms, 100-109. Springer Berlin Heidelberg, 2013.
    Published
  26. Caseli, H.; Villavicencio, A.; Teixeira, A.; Perdigão, F.; Sequeira, J.; Gonçalves, T.; Quaresma, P.. "Semantic Role Labeling for Portuguese -- a preliminary approach". In Computational Processing of the Portuguese Language, 193-203. Springer Berlin Heidelberg, 2012.
    Published • 10.1007/978-3-642-28885-2_22
  27. Lozano, J.; Gámez, A.; Moreno, J.. "Information Extraction for Standardization of Tourism Products". In Advances in Artificial Intelligence, 453-462. Springer, 2011.
    Published • 10.1007/978-3-642-25274-7_46
  28. Miranda, Nuno; Raminhos, Ricardo; Seabra, Pedro; Sequeira, João; Gonçalves, Teresa; Quaresma, Paulo. "Named Entity Recognition using Machine Learning techniques". In Progress in Artificial Intelligence, 818-831. Springer, 2011.
    Published
  29. Gaspar, Miguel; Gonçalves, Teresa; Quaresma, Paulo. "Text classification using Semantic Information and Graph Kernels". In Progress in Artificial Intelligence, 790-802. Springer, 2011.
    Published
  30. Quaresma, Paulo; Gonçalves, Teresa. "Using Linguistic Information and Machine Learning Techniques to Identify Entities from Juridical Documents". In Semantic Processing of Legal Texts, 44-59. Springer, 2010.
    Published • 10.1007/978-3-642-12837-0_3
  31. Gonçalves, T.; Quaresma, P.. "Using graph-kernels to represent semantic information in text classification". In Machine Learning and Data Mining in Pattern Recognition. Springer Berlin Heidelberg, 2009.
    Published • 10.1007/978-3-642-03070-3_48
  32. Gonçalves, Teresa; Miranda, Nuno; Raminhos, Ricardo; Seabra, Pedro; Saias, José; Quaresma, Paulo. "Standardisation of hotel descriptions". In Progress in Artificial Intelligence, 537-540. Springer, 2009.
    Published
  33. Gonçalves, T.; Silva, C.; Quaresma, P.; Vieira, R.. "Analysing part-of-speech for Portuguese text classification". In Computational Linguis- tics and Intelligent Text Processing, 551-562. Springer, 2006.
    Published
  34. Gonçalves, Teresa. "Enhancing a Portuguese Text Classifier using Part-of-Speech Tags". In Intel- ligent Information Processing and Web Mining, 189-198. Springer, 2005.
    Published
  35. Gonçalves, T.; Quaresma, P.; Gonçalves, Teresa; Quaresma, Paulo. "Using IR techniques to improve automated text classification". In Natural Language Processing and Information Systems, 374-379. Springer, 2004.
    Published
  36. Gonçalves, Teresa; Quaresma, Paulo. "The impact of NLP techniques in the multilabel text classification problem". In Intelligent Information Processing and Web Mining. Springer, 2004.
    Published
  37. Gonçalves, T.; Quaresma, P.. "A preliminary approach to the multilabel classification problem of Portuguese juridical documents". In Progress in Artificial Intelligence, 435-444. Springer, 2003.
    Published
  38. Gonçalves, Teresa; Moura-Pires, Fernando. "An Attribute Redundancy Measure for Clustering". In Advances in Artificial Intelligence, 273-284. Springer, 1998.
    Published
  39. Gonçalves, Teresa; Pimentão, João; Gonçalves, Ricardo; Silva, Helder; Vital, Miguel; Sousa, Pedro; Steiger-Garção, António. "The RoadRobot Project: from Theory to Practice in Systems Integration". In Balanced Automation Systems II, IFIP Advances in Information and Communication Technology, 126-133. Springer, 1996.
    Published
Conference paper
  1. Lasker, A.; Ghosh, M.; Das, S.; Obaidullah, S.M.; Chakraborty, C.; Goncalves, T.; Roy, K.. "Segmented-Based and Segmented-Free Approach for COVID-19 Detection". 2024.
    10.1007/978-3-031-48879-5_25
  2. Obaidullah, S.M.; Mukherjee, H.; Dhar, A.; Goncalves, T.; Santosh, K.; Roy, K.. "Mammogram Mass Classification: A CNN-Based Technique Applied to Different Age Groups". 2022.
    10.1007/978-3-031-07005-1_11
  3. Lasker, A.; Ghosh, M.; Obaidullah, S.M.; Chakraborty, C.; Goncalves, T.; Roy, K.. "Ensemble Stack Architecture for Lungs Segmentation from X-ray Images". 2022.
    10.1007/978-3-031-21753-1_1
  4. Yang, H.; Gonçalves, T.. "An Empirical Study of the Impact of Field Features in Learning-to-rank Method". 2021.
    10.1007/978-3-030-91608-4_18
  5. Raiyani, Kashyap; Gonçalves, Teresa; Luís Rato; Marques da Silva, José Rafael. "Sentinel-2 Image Scene Classification over Alentejo Region Farmland". Paper presented in RECPAD 2020 - 26th Portuguese Conference on Pattern Recognition, 2020.
    Published
  6. Ahmed, MD Sajib; Gonçalves, Teresa; Luís Rato; Marques da Silva, José Rafael; Filipe Vieira; Luís Paixão; Pedro Salgueiro. "Classifying Soil Type Using Radar Satellite Images". Paper presented in RECPAD 2020 - 26th Portuguese Conference on Pattern Recognition, 2020.
    Published
  7. Sharmin Sultana Prite; Gonçalves, Teresa; Luís Rato. "Identifying Risky Dropout Student Profiles using Machine Learning Models". Paper presented in RECPAD 2020 - 26th Portuguese Conference on Pattern Recognition, 2020.
    Published
  8. Marco Tereso; Rato, Luis; Teresa Cristina de Freitas Gonçalves. "Automatic classification of ornamental stones using Machine Learning techniques A study applied to limestone". Paper presented in 2020 15th Iberian Conference on Information Systems and Technologies (CISTI), 2020.
    Published
  9. Tereso, M.; Rato, L.; Goncalves, T.. "Automatic classification of ornamental stones using Machine Learning techniques A study applied to limestone,Classificacão automática de Rochas Ornamentais utilizando tecnicas de Aprendizagem Automática Um estudo aplicado ao calcário". 2020.
    10.23919/CISTI49556.2020.9140872
  10. Poudyal, P.; Gonçalves, T.; Quaresma, P.. "Using clustering techniques to identify arguments in legal documents". 2019.
  11. Raiyani, Kashyap; Gonçalves, Teresa; Quaresma, Paulo; Nogueira, Vitor. "Vista.ue at SemEval-2019 Task 5: Single Multilingual Hate Speech Detection Model". Paper presented in 13th International Workshop on Semantic Evaluation, 2019.
  12. Suvam, Dubey; Swarnendu, Ghosh; Sharod, Chowdhury; Nibaran, Das; Teresa, Gonçalves; Paulo, Quaresma. "Caption Generation from Keywords using Probabilistic Dual-LSTM Networks and Dynamic Programming". Paper presented in International Conference on Emerging Technologies for Sustainable Development, ICETSD 2019, 2019.
    Published
  13. Raiyani, Kashyap; Quaresma, Paulo; Gonçalves, Teresa; Nogueira, Vitor; Kashyap, R.; Teresa, G.; Paulo, Q.; Beires Nogueira, V.. "Automated Event Extraction Model for Linked Portuguese Documents". Paper presented in 2nd Workshop on Narrative Extraction From Texts, 2019.
    Published
  14. Santos, Daniel; Cavaleiro Costa, Sérgio; Rato, Luis; Gonçalves, Teresa; Malico, Isabel; Canhoto, Paulo; Alvarez, Frederico; Barão, Miguel. "A grey-box Neural Network Composite Model for an Industrial Heating Furnace". Paper presented in 25th Portuguese Conference on Pattern Recognition, RECPAD 2019, 2019.
    Published
  15. Raiyani, Kashyap; Gonçalves, Teresa; Quaresma, Paulo; Nogueira, Vitor. "Vista.ue". 2019.
    10.18653/v1/s19-2094
  16. Yang, Hua; Teresa Cristina de Freitas Gonçalves. "Improving Personalized Consumer Health Search". Paper presented in Conference and Labs of the Evaluation Forum (CLEF¿18), Avignon, 2018.
    Published
  17. Sequeira, J.; Gonçalves, T.; Quaresma, P.; Mendes, A.; Hendrickx, I.. "A Multi- versus a Single-classifier approach for the identification of modality in the Portuguese language". Paper presented in 11th International Conference on Language Resources and Evaluation, LREC, 2018.
    Published
  18. Bayot, R.K.; Gonçalves, T.. "Multilingual author profiling using LSTMs: Notebook for PAN at CLEF 2018". 2018.
  19. Yang, H.; Gonçalves, T.. "Improving personalized consumer health search: Notebook for eHealth at CLEF 2018". Paper presented in Working Notes of CLEF’2018: Conference and Labs of the Evaluation Forum, 2018.
  20. Raiyani, K.; Gonçalves, T.; Quaresma, P.; Nogueira, V.B.. "Multi-language neural network model with advance preprocessor for gender classification over social media: Notebook for PAN at CLEF 2018". Paper presented in Working Notes of CLEF’2018: Conference and Labs of the Evaluation Forum, 2018.
    Published
  21. Ahmed, M.S.; Sk, M.O.; Jayatilake, M.; Gonçalves, T.; Rato, L.. "Texture analysis from 3D model and individual slice extraction for tuberculosis MDR detection, type classification and severity scoring". Paper presented in Working Notes of CLEF’2018: Conference and Labs of the Evaluation Forum, 2018.
    Published
  22. Poudyal, Prakash; Quaresma, Paulo; Gonçalves, Teresa. "An Architecture for the Automatic Iden- tification of Arguments in Legal Documents". Paper presented in 2nd International Workshop on Methodologies for Research on Legal Argumentation,, 2018.
    Published
  23. Raiyani, Kashyap; Gonçalves, Teresa; Quaresma, Paulo; Nogueira, Vítor. "Fully Connected Neural Network with Advance Preprocessor to Identify Aggression over Facebook and Twitter". Paper presented in 1st Workshop on Trolling, Aggression and Cyberbullying, TRAC 2018, 2018.
    Published
  24. Jayatilake, Mohan; Gonçalves, Teresa. "T1 Uncertainty Estimation of Bone Marrow in Lumbar Vertebrae using Magnetic Resonance Imaging". Paper presented in 15th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering, 2018.
    Published
  25. Mukherjee, Himadri; Sk, Obaidullah; Santosh, K.C.; Gonçalves, Teresa; Phadikar, Santanu; Roy, Kaushik; Mukherjee, H.; et al. "Segregation of Speech, Music and Instrumentals with LSF-RG features". Paper presented in 12th International Conference on Software, Knowledge, Information Management Applications, SKIMA 2018, 2018.
    Published • 10.1109/SKIMA.2018.8631533
  26. Aslam, N.; Goncalves, T.; Seinghengitc, H.. "Welcome to SKIMA 2018 Message from the Conference General Chairs". 2018.
    10.1109/SKIMA.2018.8631527
  27. Agrawal, M.; Goncalves, T.; Quaresma, P.; Agrawal, Madhulika; Gonçalves, Teresa; Quaresma, Paulo. "A hybrid approach for cold start recommendations". Paper presented in 11th International Conference on Software, Knowledge, Information Management and Applications, SKIMA 2017., 2017.
    Published • 10.1109/SKIMA.2017.8294101
  28. Yang, H.; Gonçalves, T.; Yang, Hua; Teresa Cristina de Freitas Gonçalves. "Uevora at CLEF eHealth 2017 task 3". Paper presented in Working Notes of CLEF’2017: Conference and Labs of the Evaluation Forum, Dublin, 2017.
  29. Carnaz, Gonçalo; Bayot, Roy; Nogueira, Vitor Beires; Gonçalves, Teresa; Quaresma, Paulo. "Extracting and Representing Entities from Open Sources of Information in the Agatha Project". Paper presented in 21st International Conference on Applications of Declarative Programming and Knowledge Management, INAP 2017, 2017.
    Published
  30. Yang, Hua; Teresa Cristina de Freitas Gonçalves. "Improving Understandability in Consumer Health Information Search". Paper presented in Forum for Information Retrieval Evaluation (FIRE¿16), Kolkata, 2016.
    Published
  31. Rashel, M.R.; Albino, A.; Tlemcani, M.; Goncalves, T.C.F.; Rifath, J.; Hasan, A.. "MATLAB Simulink modeling of photovoltaic cells for understanding shadow effect". Paper presented in International Conference on Renewable Energy Research and Applications, ICRERA 2016, 2016.
    Published • 10.1109/ICRERA.2016.7884434
  32. Rashel, M.R.; Albino, A.; Goncalves, T.; Tlemcani, M.; Rashel, Masud; Albino, André; Gonçalves, Teresa; Tlemçani, Mouhaydine. "Sensitivity analysis of parameters of a photovoltaic cell under different conditions". Paper presented in 10th In- ternational Conference on Software, Knowledge, Information Management Applications, SKIMA 2016, 2016.
    Published • 10.1109/SKIMA.2016.7916242
  33. Ahmed, S.; Goncalves, T.; Sarwar, H.; Ahmed, MD Sajib; Gonçalves, Teresa; Sarwar, Hasan. "Improving Bangla OCR output through correction algorithms". Paper presented in 10th International Conference on Software, 12Knowledge, Information Management Applications, SKIMA 2016., 2016.
    Published • 10.1109/SKIMA.2016.7916243
  34. Ahmed, M.T.; Gonçalves, T.; Tlemcani, M.; Ahmed, MD Tofael; Gonçalves, Teresa; Tlemçani, Mouhaydine. "Single diode model parameters analysis of photovoltaic cell". Paper presented in International Conference on Renewable Energy Research and Applications, ICRERA 2016, 2016.
    Published • 10.1109/ICRERA.2016.7884368
  35. Agrawal, M.; Gonçalves, T.. "Age and gender identification using stacking for classification". Paper presented in Working Notes of CLEF’2016: Conference and Labs of the Evaluation Forum, 2016.
    Published
  36. Raminhos, R.; Coutinho, E.; Miranda, N.; Barbas, M.; Branco, P.; Gonçalves, T.; Palma, G.. "SMART Mail: A SMART platform for mail management". Paper presented in 18th International Conference on Enterprise Information Systems, ICEIS 2016, 2016.
    Published
  37. Lkhagvasuren, G.; Gonçalves, T.; Saias, J.; Lkhagvasuren, Ganchimeg; Gonçalves, Teresa; Saias, José. "Semi-automatic keyword based approach for FIRE 2016 Microblog Track". Paper presented in Working notes of the Forum for Information Retrieval Evaluation, FIRE 2016, 2016.
    Published
  38. Bayot, R.; Gonçalves, T.. "Author profiling using SVMs and Word embedding averages". Paper presented in Working Notes of CLEF’2016: Conference and Labs of the Evaluation Forum, 2016.
  39. Deyab, R.B.; Duarte, J.; Gonçalves, T.. "Author profiling using support vector machines". Paper presented in Working Notes of CLEF’2016: Conference and Labs of the Evaluation Forum, 2016.
    Published
  40. Yang, H.; Gonçalves, T.. "Improving understandability in consumer health information search: UEVORA@2016 FIRE CHIS". Paper presented in Working notes of the Forum for Information Retrieval Evaluation, FIRE 2016, 2016.
    Published
  41. Ghosh, Swarnendu; Das, Nibaran; Gonçalves, Teresa; Quaresma, Paulo; Ghosh, S.; Das, N.; Gonçalves, T.; Quaresma, P.. "Representing image captions as concept graphs using semantic information". Paper presented in International Conference on Advances in Computing, Communications and Informatics, ICACCI 2016, 2016.
    Published • 10.1109/ICACCI.2016.7732041
  42. Rashel, Masud Rana; Albino, André; Viega, Angela; Ahmed, Md. Tofael; Tlemçani, Mouhaydine; Gonçalves, Teresa; Rashel, M.R.; et al. "Comparison of Photovoltaic panel’s standard and simplified models". Paper presented in International Conference for Students on Applied Engineering, 2016.
    Published • 10.1109/ICSAE.2016.7810175
  43. Poudyal, Prakash; Gonçalves, Teresa; Quaresma, Paulo; Poudyal, P.; Goncalves, T.; Quaresma, P.. "Experiments on identification of argumentative sentences". Paper presented in 10th International Conference on Software, Knowledge, Information Management Applications, SKIMA 2016, 2016.
    Published • 10.1109/SKIMA.2016.7916254
  44. Ahmed, Md Tofael; Gonçalves, Teresa; Albino, André; Rashel, Masud Rana; Veiga, Angela; Tlemçani, Mouhaydine; Ahmed, M.T.; et al. "Different Parameters Variation Analysis of a PV Cell". Paper presented in International Conference for Students on Applied Engineering, 2016.
    Published • 10.1109/ICSAE.2016.7810183
  45. Bayot, R.; Goncalves, T.. "Multilingual Author Profiling using Word Embedding Averages and SVMs". Paper presented in 10th International Conference on Software, Kno- wledge, Information Management Applications, SKIMA 2016, 2016.
    Published • 10.1109/SKIMA.2016.7916251
  46. Salgueiro, Pedro; Nogueira, Vitor. "A Survey on Object Classification using Convolutional Neural Networks". Paper presented in Jornadas de Informática da Universidade de Évora, JIUE 2015, 2015.
    Published
  47. Salgueiro, Pedro; Nogueira, Vitor. "Sistemas de Recomendação para Grupos". Paper presented in Jornadas de Informática da Universidade de Évora, JIUE 2015, 2015.
    Published
  48. Bayot, R.; Gonçalves, T.; Quaresma, P.. "Author profiling of Twitter users". 2015.
  49. Sequeira, J.; Miranda, N.; Gonçalves, T.; Quaresma, P.. "TeamUEvora at CLEF eHealth 2014 task2a". Paper presented in Working Notes of CLEF’2014: Conference and Labs of the Evaluation Forum, 2014.
    Published
  50. Ghosh, Swarnendu; Das, Nibaran; Gonçalves, Teresa; Quaresma, Paulo. "JU-Evora: A graph based cross-level semantic similarity analysis using discourse information". Paper presented in 8th International Workshop on Semantic Evaluation, SemEval 2014, 2014.
    Published
  51. Quaresma, Paulo; Mendes, Amália; Hendrickx, Iris; Gonçalves, Teresa. "Automatic Tagging of Modality: identifying triggers and modal values". Paper presented in 10th Joint ISO-ACL SIGSEM Workshop on Interoperable Semantic Annotation, 2014.
    Published
  52. Hoque, Moinul; Gonçalves, Teresa; Quaresma, Paulo. "Classifying Questions in Question Answering System Using Finite State Machines with a Simple Learning Approach". Paper presented in 27th Pacific Asia Conference on Language, Informa- tion, and Computation, PACLIC 2013, 2013.
    Published
  53. Seabra, Pedro; Miranda, Nuno; Raminhos, Ricardo; Gonçalves, Teresa; Saias, José; Quaresma, Paulo. "Lecture Notes in Computer Science". Paper presented in CAEPIA 2011 - Advances in Artificial Intelligence - 14th Conference of the spanish association for artificial intelligence, La Laguna, 2011.
    Published
  54. Rato, Luís; Gonçalves, Teresa. "Using machine learning algorithms to identify named entities in legal documents: a preliminary approach". 2011.
  55. Rato, Luís; Gonçalves, Teresa. "Editor de ecrãs de informação". Paper presented in Jornadas de Informática da Universidade de Évora, JIUE 2011, 2011.
    Published
  56. Rato, Luís; Gonçalves, Teresa. "Classificação de Argumentos Sintácticos: Aproximação preliminar". Paper presented in Jornadas de Informática da Universidade de Évora, JIUE 2011, 2011.
    Published
  57. Rato, Luís; Gonçalves, Teresa. "NXT e Aprendizagem por Reforço". Paper presented in Jornadas de Informática da Universidade de Évora, JIUE 2011, 2011.
    Published
  58. Seabra, Pedro; Miranda, Nuno; Raminhos, Ricardo; Quaresma, Paulo; Saias, José; Gonçalves, Teresa. "Automatic knowledge extraction from tourism textual descriptions applied to e-marketing and product promotion". Paper presented in International Conference on Tourism Development and Management, Kos, 2009.
    Published
  59. Gonçalves, Teresa; Quaresma, Paulo; Gonçalves, T.; Quaresma, P.. "Text classification using tree kernels and linguistic information". Paper presented in 7th International Conference on Machine Learning and Applications, ICMLA 2008, 2008.
    Published • 10.1109/ICMLA.2008.78
  60. Teresa, Gonçalves; Paulo, Quaresma; Gonçalves, T.; Quaresma, P.. "Using linguistic information to classify Portuguese text documents". Paper presented in 7th Mexican International Conference on Artificial Intelligence, MICAI 2008, 2008.
    Published • 10.1109/MICAI.2008.17
  61. Gonçalves, T.; Quaresma, P.. "Is linguistic information relevant for the classification of legal texts?". Paper presented in 10th International Conference on Artificial Intelligence and Law, ICAIL 2005, 2005.
    Published • 10.1145/1165485.1165512
Conference poster
  1. Gonçalves, Teresa; Quaresma, Paulo. "Computational tools for the representation of discourse structures at the University of Évora". Paper presented in First TextLink Action Conference, 2015.
Edited book
  1. SM, Obaidullah; KC, Santosh; Teresa, Gonçalves; N, Das; K, Roy. Document Processing using Machine Learning. CRC Press, Taylor & Francis Group. 2019.
    Published • Editor
Journal article
  1. Sahan M. Vijithananda; Mohan L. Jayatilake; Teresa C. Gonçalves; Luis M. Rato; Bimali S. Weerakoon; Tharindu D. Kalupahana; Anil D. Silva; et al. "Texture feature analysis of MRI-ADC images to differentiate glioma grades using machine learning techniques". Scientific Reports 13 1 (2023): http://dx.doi.org/10.1038/s41598-023-41353-5.
    10.1038/s41598-023-41353-5
  2. Hua Yang; Teresa Gonçalves. "Field features: The impact in learning to rank approaches". Applied Soft Computing (2023): https://doi.org/10.1016/j.asoc.2023.110183.
    10.1016/j.asoc.2023.110183
  3. Swarnendu Ghosh; Teresa Gonçalves; Nibaran Das. "Im2Graph: A Weakly Supervised Approach for Generating Holistic Scene Graphs from Regional Dependencies". Future Internet (2023): https://doi.org/10.3390/fi15020070.
    10.3390/fi15020070
  4. Teresa Gonçalves; Rute Veladas; Hua Yang; Renata Vieira; Paulo Quaresma; Paulo Infante; Cátia Sousa Pinto; et al. "Clinical Screening Prediction in the Portuguese National Health Service: Data Analysis, Machine Learning Models, Explainability and Meta-Evaluation". Future Internet (2023): https://doi.org/10.3390/fi15010026.
    10.3390/fi15010026
  5. Rahman, M.; Roy, P.P.; Ali, M.; Gonçalves, T.; Sarwar, H.. "Software Effort Estimation using Machine Learning Technique". International Journal of Advanced Computer Science and Applications 14 4 (2023): 822-827. http://www.scopus.com/inward/record.url?eid=2-s2.0-85158980193&partnerID=MN8TOARS.
    10.14569/IJACSA.2023.0140491
  6. Rahman, M.; Goncalves, T.; Sarwar, H.. "Review of Existing Datasets Used for Software Effort Estimation". International Journal of Advanced Computer Science and Applications 14 7 (2023): 921-931. http://www.scopus.com/inward/record.url?eid=2-s2.0-85168795911&partnerID=MN8TOARS.
    10.14569/IJACSA.2023.01407100
  7. Ankita Dhar; Himadri Mukherjee; Shibaprasad Sen; Md Obaidullah Sk; Amitabha Biswas; Teresa Gonçalves; Kaushik Roy. "Author Identification from Literary Articles with Visual Features: A Case Study with Bangla Documents". Future Internet (2022): https://doi.org/10.3390/fi14100272.
    10.3390/fi14100272
  8. José Saias; Luís Rato; Teresa Gonçalves. "An Approach to Churn Prediction for Cloud Services Recommendation and User Retention". Information 13 5 (2022): 227-227. https://doi.org/10.3390/info13050227.
    10.3390/info13050227
  9. Hua Yang; Teresa Gonçalves; Paulo Quaresma; Renata Vieira; Rute Veladas; Cátia Sousa Pinto; João Oliveira; et al. "Clinical Trial Classification of SNS24 Calls with Neural Networks". Future Internet 14 5 (2022): 130-130. https://doi.org/10.3390/fi14050130.
    10.3390/fi14050130
  10. Kashyap Raiyani; Teresa Gonçalves; Luís Rato; Miguel Barão. "Mahalanobis distance based accuracy prediction models for Sentinel-2 Image Scene Classification". International Journal of Remote Sensing (2022): https://doi.org/10.1080/01431161.2021.2013575.
    10.1080/01431161.2021.2013575
  11. Vijithananda, S.M.; Jayatilake, M.L.; Hewavithana, B.; Gonçalves, T.; Rato, L.M.; Weerakoon, B.S.; Kalupahana, T.D.; Silva, A.D.; Dissanayake, K.D.. "Feature extraction from MRI ADC images for brain tumor classification using machine learning techniques". BioMedical Engineering Online 21 1 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85135244543&partnerID=MN8TOARS.
    10.1186/s12938-022-01022-6
  12. Kashyap Raiyani; Teresa Gonçalves; Luís Rato; Pedro Salgueiro; José R. Marques da Silva. "Sentinel-2 Image Scene Classification: A Comparison between Sen2Cor and a Machine Learning Approach". Remote Sensing (2021): https://doi.org/10.3390/rs13020300.
    10.3390/rs13020300
  13. Mukherjee, H.; Obaidullah, S.M.; Santosh, K.C.; Gonçalves, T.; Phadikar, S.; Roy, K.. "Segregation of songs and instrumentals - a precursor to voice/accompaniment separation from songs in noisy scenario". Journal of Automation, Mobile Robotics and Intelligent Systems 14 2 (2020): 81-90. http://www.scopus.com/inward/record.url?eid=2-s2.0-85091823296&partnerID=MN8TOARS.
    10.14313/JAMRIS/2-2020/23
  14. Sk Md Obaidullah; Sajib Ahmed; Teresa Cristina de Freitas Gonçalves; Rato, Luis; Obaidullah, S.M.; Ahmed, S.; Gonçalves, T.; Rato, L.. "Radon-Wavelet BasedNovel Image Descriptor for Mammogram Mass Classification". Journal of Automation, Mobile Robotics and Intelligent Systems 14 2 (2020): 74-80. http://www.jamris.org/images/ISSUES/ISSUE-2020-2/JAMRIS_2020-2_Obaidullah_22.pdf.
    10.14313/JAMRIS/2-2020/22
  15. Inkeaw, Papangkorn; Bootkrajang, Jakramate; Marukatat, Sanparith; Gonçalves, Teresa; Chaijaruwanich, Jeerayut; Inkeaw, P.; Bootkrajang, J.; et al. "Recognition of similar characters using gradient features of discriminative regions". Expert Systems with Applications 134 (2019): 120-137. http://hdl.handle.net/10174/27264.
    10.1016/j.eswa.2019.05.050
  16. Ghosh, S.; Das, N.; Gonçalves, T.; Quaresma, P.; Kundu, M.; Ghosh, Swarnendu; Das, Nibaran; et al. "The journey of graph kernels through two decades". Computer Science Review 27 (2018): 88-111. http://www.scopus.com/inward/record.url?eid=2-s2.0-85042314657&partnerID=MN8TOARS.
    Published • 10.1016/j.cosrev.2017.11.002
  17. Rashel, Masud; Ahmed, Tofael; Gonçalves, Teresa; Tlemçani, Mouhaydine; Melício, Rui. "Analysis of Environmental Parameters Sensitivity to Improve Modeling of a c-Si Panel". IEEE Sensors Letters 16 3 (2018): 176-181. https://www.ingentaconnect.com/content/asp/senlet/2018/00000016/00000003/art00003.
    Published
  18. Ahmed, M.T.; Gonçalves, T.; Tlemçani, M.. "Analysis of noise with curve fitting method of a PV cell". EAI Endorsed Transactions on Energy Web 3 11 (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85023184586&partnerID=MN8TOARS.
    10.4108/eai.11-7-2017.152763
  19. Rashel, Masud Rana; Rifat, Jannatul; Goncalves, Teresa; Tlemcani, Mouhaydine; Melicio, Rui. "Sensitivity Analysis Through Error Function of Crystalline-Si Photovoltaic Cell Model Integrated in a Smart Grid". (2017): https://www.ijrer.org/ijrer/index.php/ijrer/article/view/6320.
  20. Mendes, Amália; Hendrickx, Iris; Gonçalves, Teresa; Quaresma, Paulo; Sequeira, João; Ávila, Luciana. "Modality annotation for portuguese: from manual annotation to automatic labeling". Linguistic Issues in Language Technology, LiLT 14 (2016): http://hdl.handle.net/10174/20723.
    Published
  21. Bayot, Roy; Gonçalves, Teresa. "Multilingual author profiling using svms and linguistic features". International Journal of Computational Linguistics and Applications 7 2 (2016): http://hdl.handle.net/10174/20659.
    Published
  22. Das, Nibaran; Gosh, Swarnendu; Gonçalves, Teresa; Quaresma, Paulo. "Comparison of Different Graph Distance Metrics for Semantic Text Based Classification". Advances in Natural Language Processing 49 (2014): 51-57. http://hdl.handle.net/10174/13962.
    Published
  23. Saias, José; Rato, Luís; Gonçalves, Teresa. "RECICLAGEM DE IMPRESSORAS NO ENSINO DE COMPUTAÇÃO FÍSICA". (2011): http://hdl.handle.net/10174/3089.
  24. Gonçalves, Teresa; Quaresma, Paulo. "Polylingual text classification in the legal domain". ”Informatica & Diritto” Journal (2010): 203-216. http://hdl.handle.net/10174/4582.
    Published
Preprint
  1. Sahan M. Vijithananda; Mohan Mohan L. Jayatilake; Teresa Gonçalves; Badra Hewavithana; Luis Rato; Bimali Sanjeevani Weerakoon; Tharindu Kalupahana; Anil De Silva; Karuna Dissanayake. "GLCM Texture Feature Analysis of MRI-ADC Images to Differentiate Glioma Grades Using Machine Learning Techniques". 2022. https://doi.org/10.36227/techrxiv.20624406.v1.
    10.36227/techrxiv.20624406.v1
Thesis / Dissertation
  1. Gonçalves, Teresa. "Utilização de Informação Linguística na Classificação de Documentos em Língua Portuguesa". PhD, Universidade de Évora, 2008.
  2. Gonçalves, Teresa. "Agrupamento Conceptual - Funções de Avaliação e Integração de Conhecimento". Master, Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, 1996.

Other

Other output
  1. GUIDEBP: Guiding backpropagation through weaker pathways of parallel logits. 2021. Ghosh, S.; Mandal, B.; Goncalves, T.; Quaresma, P.; Nasipuri, M.; Das, N.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85169279188&partnerID=MN8TOARS.
    10.48550/arxiv.2104.11620
  2. Simulation of a Billet Heating Furnace. This work presents the method developed in the scope of the “Audit Furnace” project to support the manufacturing industry in understanding the energy efficiencies of its furnaces and to identify strategies for the continuous improvement of its processes. A digital representation to support the development, calibration, and training of a physical-based reduced-order model for industrial furnaces is. 2019. Cavaleiro Costa, Sérgio; Malico, Isabel; Santos, Daniel; Barão, Miguel; Gonçalves, Teresa; Rato, Luís; Canhoto, Paulo; et al. http://hdl.handle.net/10174/26758.
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2019/02 - 2023/09 Feature Extraction of Apparent Diffusion Coefficient in Human Brain Lesions to Distinguish Benign and Malignant Using MRI
Co-supervisor
 Radiology (Master)
University of Peradeniya, Sri Lanka
2019/09 - 2023/01 An Uncertainty Prediction Approach for Active Learning -- Application to Earth Observation
Co-supervisor
 Informática (PhD)
Universidade de Évora, Portugal
2020/11 - 2022/11 Metodologia para Conteinerização de micro-serviços
Co-supervisor
 Engenharia Informática (Master)
Universidade de Évora, Portugal
2014/09 - 2022/03 Graph Based Approach Towards Automatic Generation Of Image Description
Co-supervisor
 Computer Science (PhD)
Jadavpur University, India
2018/11 - 2021/09 Student Dropout Risk Detection at University of Évora
Co-supervisor
 Engenharia Informática (Master)
Universidade de Évora, Portugal
2019/11 - 2021/05 A Question-Answering Machine Learning System for FAQs
Co-supervisor
 Engenharia Informática (Master)
Universidade de Évora, Portugal
2020 - 2021/02 Software development of SmartShiP: A smart shift planning tool
Co-supervisor
 Engenharia Informática (Master)
Universidade de Évora, Portugal
2020 - 2021/02 Aplicação Móvel para o Sistema de Gestão de Filas Q.track
Co-supervisor
 Engenharia Informática (Master)
Universidade de Évora, Portugal
2020 - 2021/02 Ferramenta de monitorização e gestão de listas de espera no Hospital de Évora
Co-supervisor
 Engenharia Informática (Master)
Universidade de Évora, Portugal
2020 - 2021/02 Information extraction and representation from free text reports
Co-supervisor
 Engenharia Informática (Master)
Universidade de Évora, Portugal
2015/10 - 2019/12 Promoting Understandability in Consumer Health Information Search
Supervisor
 Informática (PhD)
Universidade de Évora, Portugal
2013/10 - 2018/12 Argument mining in legal domain
Co-supervisor
 Informática (PhD)
Universidade de Évora, Portugal
2014/12 - 2018/07 Modeling Photovoltaic Panels under variable internal and environmental conditions with non-constant load
Co-supervisor
 Engenharia Mecatrónica e Energia (PhD)
Universidade de Évora, Portugal
2016/02 - 2017/11 Aprendizagem profunda: Estudo e Aplicações
Supervisor
 Engenharia Informática (Master)
Universidade de Évora, Portugal
2017/02 - 2017/09 Modelization and Characterization of Photovoltaic Panels
Co-supervisor
 Engenharia da Energia Solar (Master)
Universidade de Évora, Portugal
2014/02 - 2017/07 VISUAL SMART Mail - uma aplicação para visualização exploratória de email
Supervisor
 Engenharia Informática (Master)
Universidade de Évora, Portugal
2015/10 - 2016/08 Desenvolvimento de Arquitectura Ubíqua para o Turismo: O Projecto Cabo Verde Turismo
Co-supervisor
 Engenharia Informática (Master)
Universidade de Jean Piaget, Cape Verde
2014/11 - 2015/11 Improving Bengali OCR output through correction algorithms
Supervisor
 Engenharia Informática (Master)
Universidade de Évora, Portugal
2010/10 - 2014/06 Otimização de métodos de núcleo com algoritmos de enxame
Supervisor
 Informática (PhD)
Universidade de Évora, Portugal
2010/12 - 2012/11 Editor de layout para clientes multimédia
Supervisor
 Engenharia Informática (Master)
Universidade de Évora, Portugal
2010/12 - 2012/10 Monitorização e Alarmística de Fluxos de Informação
Supervisor
 Engenharia Informática (Master)
Universidade de Évora, Portugal
2010/12 - 2012/03 NXT Mindstorms e aprendizagem por reforço
Supervisor
 Engenharia Informática (Master)
Universidade de Évora, Portugal
2009/12 - 2011/12 Extracção de relações entre entidades mencionadas
Co-supervisor
 Engenharia Informática (Master)
Universidade de Évora, Portugal
2008/11 - 2010/12 Normalização Automática de Descrições de Hotéis
Supervisor
 Engenharia Informática (Master)
Universidade de Évora, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2018 - Current RTIP2R 2018 - International Conference on Recent Trends in Image Processing & Pattern Recognition (2018)
Conference (Co-organisor)
2018 - Current SKIMA 2018 - 12th International Conference on Software, Knowledge, Information Management & Applications (2018)
Conference (Member of the Organising Committee)
2017 - Current SKIMA 2017 – 11th International Conference on Software, Knowledge, Information Management & Applications (2017)
Conference (Member of the Organising Committee)
2013 - Current INForum 2013 – Simpósio de Informática (2013)
Conference (Member of the Organising Committee)
 Universidade de Évora, Portugal
2023 - 2023 IDEAL 2023: 24th International Conference on Intelligent Data Engineering and Automated Learning (2023/11/22 - 2023/11/24)
Conference (Member of the Organising Committee)
 Universidade de Évora, Portugal
2021 - 2021 RECPAD 2021 - 27th Portuguese Conference on Pattern Recognition (2021/11/05 - 2021/11/05)
Conference (Member of the Organising Committee)
 Universidade de Évora, Portugal
2020 - 2020 RECPAD 2020 - 26th Portuguese Conference on Pattern Recognition (2020/10/30 - 2020/10/30)
Conference (Co-organisor)
 Universidade de Évora, Portugal
2020 - 2020 PROPOR 2020 - 17th International Conference on the Computational Processing of Portuguese (2020/03/02 - 2020/03/04)
Conference (Member of the Organising Committee)

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2023/12 Contagem Automática de Insetos em Armadilhas
(Thesis) Main arguer
 André Manuel Rasteiro Araújo (Master)
Universidade Nova de Lisboa Departamento de Informática, Portugal
2023/11 Automatic Counting and Georeferencing of Fruits from Video
(Thesis) Main arguer
 Pedro Francisco Cândida Oliveira da Silva Fonte (Master)
Universidade Nova de Lisboa Departamento de Informática, Portugal
2023/07 Explorations into Neural Argument Mining
(Thesis) Arguer
 João António Santos Gomes Rodrigues (PhD)
Universidade de Lisboa Faculdade de Ciências, Portugal
2023/06 Identificação de Espécies de Plântulas Infestantes
(Thesis) Main arguer
 António Beirão (Master)
Universidade Nova de Lisboa Departamento de Informática, Portugal
2023/06 SERS Spectra Classification using Deep Learning
(Thesis) Main arguer
 Matilde Lucas (Master)
Universidade Nova de Lisboa Departamento de Informática, Portugal
2023/02 A Framework for Mapping Crime Data on Sociological Hypothesis
(Thesis) Arguer
 Sobia Khalid (PhD)
National University of Sciences and Technology, Pakistan
2022/12 Indução de Regras para a Classificação Automática da Severidade de Risco de Incêndios Florestais
(Thesis) Main arguer
 Gonçalo Severino (Master)
Universidade Nova de Lisboa Departamento de Informática, Portugal
2022/07 A Graph Based End-to-End Defect Prediction Framework
(Thesis) Arguer
 Abir M’Baya (PhD)
Université Lumière Lyon 2, France
2022/06 Multimodal Content Fusion For Modelling Patient Trajectories
(Thesis) Arguer
 João Manuel Figueira Silva (PhD)
Universidade de Aveiro, Portugal
2022 A Data-Driven Methodology Towards Mobility- and Traffic-related Big Spatiotemporal Data Frameworks
Thesis Member
 Paulo Alves Figueiras (PhD)
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2021/02/18 Security Management Framework for the Internet of Things
(Thesis) Arguer
 Bruno Augusti Mozzaquatro (PhD)
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2021/01/19 Classificação automática de eventos na linha de saúde SNS24
(Thesis) Arguer
 Rute Gomes Veladas (Master)
Universidade de Évora, Portugal
2020/09/09 A Multi-Criteria Framework to Assist on the Design of IoT systems
(Thesis) Arguer
 Edgar Miguel Feli´cio Oliveira da Silva (PhD)
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2020/05/08 A context aware recommender system for tourism with ambient intelligence
(Thesis) Arguer
 Tania Tanzin Hoque (Master)
Universidade de Évora, Portugal
2019/07 Health Suggestions: Moving Beyond the Beta Version
(Thesis) Arguer
 Paulo Miguel Pereira dos Santos (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2019/07 Automatic Assessment of Health Information Readability
(Thesis) Arguer
 Hélder Manuel Mouro Antunes (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2018/01 Técnicas de Deep Learning para Detecção de Eventos em Áudio
(Thesis) Arguer
 Sara Marina Albino Rijo (Master)
Universidade de Évora, Portugal
2015/12 Sentiment Analysis /Social Fit
(Thesis) Arguer
 Maria Rita Alves Alhandra (Master)
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2014/12 A new MDA-SOA based Framework for Intercloud Interoperability
(Thesis) Arguer
 Tahereh Nodehi (PhD)
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2014/12 Framework for the Semantic Alignment of Enterprise's Domain Knowledge
(Thesis) Arguer
 Fábio Manuel Nunes Branco (Master)
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2014/12 Enterprise Reference Lexicon Building from Business Models
(Thesis) Arguer
 Pedro Ricardo Contradanças de Andrade (Master)
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2013/07 Detecção e Padrões de Desempenho Académico no Ensino Superior
(Thesis) Arguer
 Lui´s Pedro Albano Ramos (Master)
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2013/02 Bases de dados emergentes: hiper-dimensão, dados não estruturados, alta performance
(Thesis) Arguer
 José Manuel Tatá Pereira Marques (Master)
Universidade de Évora, Portugal
2012/07 An Hybrid Approach for Named Entity Extraction and Automatic Ontology Population in Legal Domain
(Thesis) Arguer
 Prakash Poudyal (Master)
Universidade de Évora, Portugal
2012/05 OLAP em âmbito hospitalar: transformação de dados de enfermagem para análise multidimensional
(Thesis) Arguer
 João Miguel Fernandes Pereira da Silva (Master)
Universidade de Évora, Portugal
2012/03 Análise e Detecção Inteligente de Anomalias
(Thesis) Arguer
 Josué David Almeida Duarte Delgado (Master)
Universidade de Évora, Portugal
2012/02 Plataforma IPCentrex usando Ruby on Rails
(Thesis) Arguer
 Paulo Jorge Fidalgo Oliveira (Master)
Universidade de Évora, Portugal
2012/01 Reconhecimento de Entidades em Documentos do ’AHS – Arquivo Histórico Social’
(Thesis) Arguer
 Marco Filipe Coelho Emi´dio (Master)
Universidade de Évora, Portugal
2011/01 Sistema de Referenciação Geográfica
(Thesis) Arguer
 João Pedro Pereira Perdigão (Master)
Universidade de Évora, Portugal
2010/12 Extracção de Informação de Documentos em Li´ngua Portuguesa
(Thesis) Arguer
 José Lui´s Pinto Pedras (Master)
Universidade de Évora, Portugal
2010/07 Contextualização e Activação Semântica na Selecção de Resultados em Sistemas de Pergunta-Resposta
Thesis Member
 José Miguel Gomes Saias (PhD)
Universidade de Évora, Portugal
2010/07 Agente Inteligente para Análise Sintáctica/Semântica e Marcação de Nomes Próprios
(Thesis) Arguer
 João Tomé da Silva Laranjinho (Master)
Universidade de Évora, Portugal
2010/01 Novas abordagens à visualização e interacção com dados turi´sticos
(Thesis) Arguer
 Lui´s Filipe Gonçalves Matildes (Master)
Universidade de Évora, Portugal
2009/12 Reconhecimento de Entidades Mencionadas usando o Google
(Thesis) Arguer
 João Pedro Sousa Costa Silva (Master)
Universidade de Évora, Portugal
2009/11 Interoperabilidade e Integração de Sistemas de Informação
(Thesis) Arguer
 David Cravinho (Master)
Universidade de Évora, Portugal
2009/07 Interoperabilidade, processamento e análise visual de dados geográficos
(Thesis) Arguer
 Bruno Simões (Master)
Universidade de Évora, Portugal

Conference scientific committee

Conference name Conference host
2020 - Current LREC - Language Resources and Evaluation Conference
2020 - Current ComSys - International Conference on Frontiers in Computing and Systems
2019 - Current LOD - Conference on Machine Learning, Optimization and Data Science
2019 - Current CONLL - Conference on Computational Natural Language Learning
2019 - Current NAACL-HLT - Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
2019 - Current ICDD - International Conference on Applied Informatics: Imagination, Creativity, Design, Development
2018 - Current RTIP2R - International Conference on Recent Trends in Image Processing & Pattern Recognition
2017 - Current YEF-ECE - International Young Engineers Forum on Electrical and Computer Engineering
2016 - Current PROPOR – Conference on Computational Processing of Portuguese
2016 - Current CLEF – Conference and Labs of the Evaluation Forum
2015 - Current ReTIS – 2nd International Conference on Recent Trends in Information Systems
2013 - Current SKIMA – International Conference on Software, Knowledge, Information Management & Applications

Evaluation committee

Activity description
Role 		Institution / Organization Funding entity
2017/03 - Current COST Open Call OC-2016-2
Evaluator
 Universidade de Évora, Portugal
2015/07 - Current COST Open Call OC-2015-1
Evaluator
 Universidade de Évora, Portugal

Journal scientific committee

Journal title (ISSN) Publisher
2020 - Current Information MDPI
2019 - Current Applied Sciences MDPI
2017 - Current Energies MDPI
2017 - Current IJPRAI – International Journal of Pattern Recognition and Artificial Intelligence World Scientific Publishing
2017 - Current JMLC – International Journal of Machine Learning and Cybernetics Springer

Other jury / evaluation

Activity description Institution / Organization
2023 - Current Júri Melhor Tese de Doutoramento da APRP (Associação Portuguesa de Reconhecimento de Padrões)
2019 - Current Júri Melhor Tese de Mestrado da APRP (Associação Portuguesa de Reconhecimento de Padrões)