| id | Group | Category | Authors | Description | Year |
|---|---|---|---|---|---|
| 1 | NLP2 | Conference | Anchiêta, R.T. and Pardo, T.A.S | Semantically Inspired AMR Alignment for the Portuguese language. In the Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP’20), pp. 1595-1600. November, 16-20. https://aclanthology.org/2020.emnlp-main.123.pdf | 2020 |
| 2 | NLP2 | Publication | Lopes, L.; Duran, M.S.; Fernandes, P.H.L.; Pardo, T.A.S. | PortiLexicon-UD: a Portuguese Lexical Resource according to Universal Dependencies Model. In the Proceedings of the 13th Edition of the Language Resources and Evaluation Conference (LREC’22), pp. 6635-6643. June, 20-25. http://www.lrec-conf.org/proceedings/lrec2022/pdf/2022.lrec-1.715.pdf | 2022 |
| 3 | NLP2 | Publication | Machado, M.T. and Pardo, T.A.S. | Evaluating Methods for Extraction of Aspect Terms in Opinion Texts in Portuguese - the Challenges of Implicit Aspects. In the Proceedings of the 13th Edition of the Language Resources and Evaluation Conference (LREC’22), pp. 3819-3828. June, 20-25. http://www.lrec-conf.org/proceedings/lrec2022/pdf/2022.lrec-1.407.pdf | 2022 |
| 4 | NLP2 | Journal | Casanova, Edresson, Arnaldo Candido Junior, Christopher Shulby, Frederico Santos de Oliveira, João Paulo Teixeira, Moacir Antonelli Ponti, and Sandra Aluísio | Casanova, Edresson, Arnaldo Candido Junior, Christopher Shulby, Frederico Santos de Oliveira, João Paulo Teixeira, Moacir Antonelli Ponti, and Sandra Aluísio. "TTS-Portuguese Corpus: a corpus for speech synthesis in Brazilian Portuguese." Language Resources and Evaluation (LREC’22) (2022): 1-13.[3 Citação] | 2022 |
| 5 | NLP2 | Publication | Preto, Sandro, and Marcelo Finger | Proving properties of binary classification neural networks via Łukasiewicz logic." Logic Journal of the IGPL | 2022 |
| 6 | NLP2 | Citation | Preto, Sandro, and Marcelo Finger | Efficient representation of piecewise linear functions into Łukasiewicz logic modulo satisfiability." Mathematical Structures in Computer Science (2022): 1-26.[1 citation] | 2021 |
| 7 | NLP2 | Publication | Di Felippo, Ariani, Caroline Postali, Gabriel Ceregatto, Laura S. Gazana, Emanuel H. da Silva, Norton T. Roman, and Thiago AS Pardo | Descrição Preliminar do Corpus DANTEStocks: Diretrizes de Segmentação para Anotação segundo Universal Dependencies." In Anais do XIII Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana, pp. 335-343. SBC, 2021. | 2021 |
| 8 | NLP2 | Citation | Lopes, Lucelene, Magali S. Duran, and Thiago AS Pardo | Universal dependencies-based pos tagging refinement through linguistic resources." In Brazilian Conference on Intelligent Systems, pp. 601-615. Springer, Cham, 2021.[2 Citação] | 2021 |
| 9 | NLP2 | Publication | Finger, Marcelo | Inteligência Artificial e os rumos do processamento do português brasileiro." Estudos Avançados 35 (2021): 51-72. | 2021 |
| 10 | NLP2 | Publication | Oliveira, Guilherme Martiniano, Paulo Berlanga Neto, and Evandro Eduardo Seron Ruiz | Shallow parsing of Portuguese texts annotated under Universal Dependencies." In Procedings of the Universal Dependencies Brazilian Festival, pp. 1-8. | 2022 |
| 11 | NLP2 | Citation | Monte-Serrat, Dionéia Motta, Mateus Tarcinalli Machado, and Evandro Eduardo Seron Ruiz | Monte-Serrat, Dionéia Motta, Mateus Tarcinalli Machado, and Evandro Eduardo Seron Ruiz. "A machine learning approach to literary genre classification on Portuguese texts: circumventing NLP’s standard varieties." In Anais do XIII Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana, pp. 255-264. SBC, 2021.[1 citation] | 2021 |
| 12 | NLP2 | Publication | Junior, Arnaldo Candido, Edresson Casanova, Anderson Soares, Frederico Santos de Oliveira, Lucas Oliveira, Ricardo Corso Fernandes Junior, Daniel Peixoto Pinto da Silva et al | "CORAA: a large corpus of spontaneous and prepared speech manually validated for speech recognition in Brazilian Portuguese." arXiv preprint arXiv:2110.15731 | 2021 |
| 13 | NLP2 | Citation | Paschoal, André FA, Paulo Pirozelli, Valdinei Freire, Karina V. Delgado, Sarajane M. Peres, Marcos M. José, Flávio Nakasato et al | "Pir\'a: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean." arXiv preprint arXiv:2202.02398 (2022).[5 Citação] | 2022 |
| 14 | NLP2 | Publication | Serras, Felipe R., and Marcelo Finger | "verBERT: Automating Brazilian Case Law Document Multi-label Categorization Using BERT." arXiv preprint arXiv:2203.06224 | 2022 |
| 15 | NLP2 | Publication | Gauy, Marcelo Matheus, and Marcelo Finger | "Pretrained audio neural networks for Speech emotion recognition in Portuguese." (2022). In Proceedings of the First Workshop on Automatic Speech Recognition for Spontaneous and Prepared Speech - Speech Emotion Recognition in Portuguese (SER 2022), co-located with PROPOR 2022. March 21st | 2022 |
| 16 | NLP2 | Publication | Alves, Caroline, Bruno Carlotto, Bruno Dias, Anátale Garcia, Bruno Gianesi, Renan Izaias, Maria Luiza Morais, Paula Oliveira, Vinícius G. Santos, Rafael Sicoli, Flaviane R. Fernandes Svartman, Sandra Aluísio & Sidney Leal | Transfer Learning and Data Augmentation Techniques applied to Speech Emotion Recognition in SE&R 2022". In the Proceedings of the First Workshop on Automatic Speech Recognition for Spontaneous and Prepared Speech & Speech Emotion Recognition in Portuguese, co-located with PROPOR 2022. March 21st, 2022 (Online). Vol. 1, pp. 25-36, https://sites.google.com/view/ser2022/ | 2022 |
| 17 | NLP2 | Publication | Scaranti, Alexander, Douglas Silva, Fernando Meloni & Alessandra Alaniz | "Speech Emotion Recognition in Portuguese for SofiaFala: SER SofiaFala". In the Proceedings of the First Workshop on Automatic Speech Recognition for Spontaneous and Prepared Speech & Speech Emotion Recognition in Portuguese, co-located with PROPOR 2022. March 21st, 2022 (Online). Vol. 1, pp. 37-41, 2022 https://sites.google.com/view/ser2022/ | 2022 |
| 18 | NLP2 | Publication | Gonzaga, V.M., Murrugarra-Llerena, N. and Marcacini, R., 2021, November | "Multimodal intent classification with incomplete modalities using text embedding propagation." In Proceedings of the Brazilian Symposium on Multimedia and the Web (pp. 217-220) https://dl.acm.org/doi/10.1145/3470482.3479636 | 2021 |
| 19 | NLP2 | Publication | Araujo, A. and Marcacini, R., 2021, September | "Hierarchical Cluster Labeling of Software Requirements using Contextual Word Embeddings." In Brazilian Symposium on Software Engineering (pp. 297-302). https://dl.acm.org/doi/10.1145/3474624.3477067 | 2021 |
| 20 | NLP2 | Publication | da Silva, A.C.M., Silva, D.F. and Marcacini, R.M., 2022 | Multimodal representation learning over heterogeneous networks for tag-based music retrieval." Expert Systems with Applications, p.117969. https://doi.org/10.1016/j.eswa.2022.117969 | 2022 |
| 21 | NLP2 | Publication | da Silva, A.C.M., do Carmo, P.R.V., Marcacini, R.M. and Silva, D.F., 2021, | Instance Selection for Music Genre Classification using Heterogeneous Networks." In Anais do XVIII Simpósio Brasileiro de Computação Musical (pp. 8-16). SBC. https://sol.sbc.org.br/index.php/sbcm/article/view/19419 | 2021 |
| 22 | NLP2 | Citation | Araujo, A.F., Gôlo, M.P. and Marcacini, R.M., | "Opinion mining for app reviews: an analysis of textual representation and predictive models." Automated Software Engineering, 29(1), pp.1-30. [3 Citação] https://doi.org/10.1007/s10515-021-00301-1 | 2022 |
| 23 | NLP2 | Publication | Souza, M.C.D., Nogueira, B.M., Rossi, R.G., Marcacini, R.M. and Rezende, S.O., 2021, November. | A Heterogeneous Network-Based Positive and Unlabeled Learning Approach to Detect Fake News." In the Brazilian Conference on Intelligent Systems (pp. 3-18). Springer, Cham. https://sol.sbc.org.br/index.php/bracis/article/view/19054 | 2021 |
| 24 | NLP2 | Publication | de Lima, V.M.A., de Araújo, A.F. and Marcacini, R.M., 2022. | "Temporal dynamics of requirements engineering from mobile app reviews." PeerJ Computer Science, 8, p.e874. https://peerj.com/articles/cs-874/ | 2022 |
| 25 | NLP2 | Publication | Anchiêta, R.T. and Pardo, T.A.S. | Análise Semântica com base em AMR para o Português. LinguaMÁTICA, Vol. 14, N. 1, pp. 33-48 https://linguamatica.com/index.php/linguamatica/article/view/358 | 2022 |
| 26 | NLP2 | Publication | Silva, R.R. and Pardo, T.A.S. | Building Contrastive Summaries of Subjective Text Via Opinion Ranking. Revista de Informática Teórica e Aplicada (RITA), Vol. 29, N. 2, pp. 11-34 https://seer.ufrgs.br/index.php/rita/article/view/118372 | 2022 |
| 27 | NLP2 | Publication | Sobrevilla Cabezudo, M.A. and Pardo, T.A.S. | Building Contrastive Summaries of Subjective Text Via Opinion Ranking. Revista de Informática Teórica e Aplicada (RITA), Vol. 29, N. 2, pp. 11-34 http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6408 | 2022 |
| 28 | NLP2 | Publication | Sousa, R.F. and Pardo, T.A.S. | Evaluating Content Features and Classification Methods for Helpfulness Prediction of Online Reviews: Establishing a Benchmark for Portuguese. In the Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis (WASSA), pp. 204-213. May, 26 https://aclanthology.org/2022.wassa-1.19/ | 2022 |
| 29 | NLP2 | Publication | Oliveira, G.M.; Berlanga Neto, P.; Ruiz, E.E.R. | Shallow parsing of Portuguese texts annotated under Universal Dependencies. In the Proceedings of the Universal Dependencies Brazilian Festival (UDFest-BR), pp. 1-8. March, 21. https://aclanthology.org/2022.udfestbr-1.4/ | 2022 |
| 30 | NLP2 | Publication | Duran, M.S.; Oliveira, H.; Scandarolli, C. | Que simples que nada: a anotação da palavra que em córpus de UD. In the Proceedings of the Universal Dependencies Brazilian Festival (UDFest-BR), pp. 1-11. March, 21 https://aclanthology.org/2022.udfestbr-1.3/ | 2022 |
| 31 | NLP2 | Publication | Miranda, L.G.M. and Pardo, T.A.S. | UDConcord: A Concordancer for Universal Dependencies Treebanks. In the Proceedings of the Universal Dependencies Brazilian Festival (UDFest-BR), pp. 1-10. March, 21 https://aclanthology.org/2022.udfestbr-1.6/ | 2022 |
| 32 | NLP2 | Publication | Miranda, L.G.M. and Pardo, T.A.S. | An Improved and Extended Annotation Tool for Universal Dependencies-based Treebank Construction. In the Proceedings of the PROPOR Demonstrations Workshop, pp. 1-3. March, 21-23 https://drive.google.com/file/d/1Gz9k3- SU72zXx6v2a0lTrutHVAtpUMUX/view | 2022 |
| 33 | NLP2 | Publication | Anchiêta, R.T. and Pardo, T.A.S. | Abstract Meaning Representation Parsing for the Brazilian Portuguese Language. In the Proceedings of the International Conference on Computational Processing of Portuguese (PROPOR) (LNAI 13208), pp. 429-434. March, 21-23 https://link.springer.com/chapter/10.1007/978-3-030-98305-5_41 | 2022 |
| 34 | NLP2 | Citation | Machado, M.T.; Pardo, T.A.S.; Ruiz, E.E.S.; Di Felippo, A.; Vargas, F. | Implicit opinion aspect clues in Portuguese texts: analysis and categorization. In the Proceedings of the International Conference on Computational Processing of Portuguese (PROPOR) (LNAI 13208), pp. 68-78. March, 21-23..[1 citation] https://link.springer.com/chapter/10.1007/978-3-030-98305-5_7 | 2022 |
| 35 | NLP2 | Publication | Duran, M.S.; Rassi, A.P.; Pagano, A.S.; Pardo, T.A.S. | On auxiliary verb in Universal Dependencies: untangling the issue and proposing a systematized annotation strategy. In the Proceedings of the Sixth International Conference on Dependency Linguistics (Depling), pp. 10-21. March, 22-23, https://aclanthology.org/2021.depling-1.2/ | 2021 |
| 36 | NLP2 | Citation | Sousa, R.F. and Pardo, T.A.S | The Challenges of Modeling and Predicting Online Review Helpfulness. In the Proceedings of the 18th National Meeting on Artificial and Computational Intelligence (ENIAC), pp. 727-738. November, 29 to December, 3.[4 Citação] https://sol.sbc.org.br/index.php/eniac/article/view/18298/18132 | 2021 |
| 37 | NLP2 | Publication | Silva, E.H.; Pardo, T.A.S.; Roman, N.T.; Di Felippo, A. | Universal Dependencies for Tweets in Brazilian Portuguese: Tokenization and Part of Speech Tagging. In the Proceedings of the 18th National Meeting on Artificial and Computational Intelligence (ENIAC), pp. 434-445. November, 29 to December, https://sol.sbc.org.br/index.php/eniac/article/view/18273/18107 | 2021 |
| 38 | NLP2 | Publication | Duran, M.S.; Lopes, L.; Pardo, T.A.S | Descrição de numerais segundo modelo Universal Dependencies e sua anotação no português. In the Proceedings of the VII Workshop on Portuguese Description (JDP), pp. 344-352. December, 1 https://sol.sbc.org.br/index.php/stil/article/view/17814/17648 | 2021 |
| 39 | NLP2 | Publication | Miranda Junior, I.S.; Couto, M.M.L.; Coelho, F.L.; Rodrigues, R.; Vale, O. | A propósito do verbo falar no português brasileiro: uma análise em corpus e em bases de dados verbais. In the Proceedings of the VII Workshop on Portuguese Description (JDP), pp. 315-324. December https://sol.sbc.org.br/index.php/stil/article/view/17811/17645 | 2021 |
| 40 | NLP2 | Publication | Wick-Pedro, G. and Santos, R.L.S. | Complexidade textual em notícias satíricas: uma análise para o português do Brasil. In the Proceedings of the VII Workshop on Portuguese Description (JDP), pp. 409-415. December, 1 https://sol.sbc.org.br/index.php/stil/article/view/17821/17655 | 2021 |
| 41 | NLP2 | Publication | Belisário, L.B. and Pardo, T.A.S. | Avaliação de parsers na detecção de relações essenciais do modelo Universal Dependencies para o português. In the Proceedings of the VII Student Workshop on Information and Human Language Technology (TILic), pp. 442-446. November, 30 https://sol.sbc.org.br/index.php/stil/article/view/17826/17660 | 2021 |
| 42 | NLP2 | Citation | Machado, M.T.; Pardo, T.A.S.; Di Felippo, A.; Ruiz, E.E.S. | Learning rules for automatic identification of implicit aspects in Portuguese. In the Proceedings of the XIV Symposium in Information and Human Language (STIL), pp. 82-91. November, 29 to December, 3. https://sol.sbc.org.br/index.php/stil/article/view/17787/17621 | 2021 |
| 43 | NLP2 | Publication | Santos, R.L.S. and Pardo, T.A.S. | Structural Characterization and Graph-based Detection of Fake News in Portuguese. In the Proceedings of the XIV Symposium in Information and Human Language (STIL), pp. 199-208. November, 29 to December, https://sol.sbc.org.br/index.php/stil/article/view/17799/17633 | 2021 |
| 44 | NLP2 | Citation | Pardo, T.A.S.; Duran, M.S.; Lopes, L.; Di Felippo, A.; Roman, N.T.; Nunes, M.G.V. (2021). Porttinari | A large multi-genre treebank for brazilian portuguese. In the Proceedings of the XIV Symposium in Information and Human Language (STIL), pp. 1-10. November, 29 to December, 3. [5 Citação] https://sol.sbc.org.br/index.php/stil/article/view/17778/17612 | 2021 |
| 45 | NLP2 | Publication | Inácio, M.L. and Pardo, T.A.S. | Semantic-Based Opinion Summarization. In the Proceedings of Recent Advances in Natural Language Processing (RANLP), pp. 624-633. September, 1-3. https://aclanthology.org/2021.ranlp-1.70// | 2021 |
| 46 | NLP2 | Citation | Sobrevilla Cabezon, M.A. and Pardo, T.A.S. | Pretrained Sequence-to- Sequence Models on RDF-to-Text Generation. In the Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+), pp. 131-136. December, 18. [3 Citação] https://webnlg-challenge.loria.fr/files/2020.webnlg-papers.14.pdf | 2020 |
| 47 | NLP2 | Publication | Sobrevilla Cabezudo, M.A. and Pardo, T.A.S. | NILC at SR’20: Exploring Pre-Trained Models in Surface Realisation. In the Proceedings of the Third Workshop on Multilingual Surface Realisation (MSR), pp. 50-56. December https://aclanthology.org/2020.msr-1.6.pdf | 2020 |
| 48 | KEML | Publication | De Bona, Glauber, Victor Hugo Nascimento Rocha, and Fabio Cozman | Epistemic Argumentation with Conditional Probabilities and Labeling Constraints." In International Symposium on Imprecise Probability: Theories and Applications, pp. 100-109. PMLR | 2021 |
| 49 | KEML | Publication | Moreno, Felipe M., Luiz A. Schiaveto Neto, Fabio G. Cozman, Marcelo Dottori, and Eduardo A. Tannuri | Enhancing the Forecast of Ocean Physical Variables through Physics Informed Machine Learning in the Santos Estuary, Brazil." In OCEANS 2022-Chennai, pp. 1-7. IEEE | 2022 |
| 50 | KEML | Publication | Cação, F.N., Costa, A.H.R., Unterstell, N., Yonaha, L., Stec, T., Ishisaki, F. | Tracking Environmental Policy Changes in the Brazilian Federal Official Gazette. In: Computational Processing of the Portuguese Language. PROPOR 2022. Lecture Notes in Computer Science(), vol 13208, pp. 256-266. Springer, Cham https://doi.org/10.1007/978-3-030-98305-5_24 | 2022 |
| 51 | KEML | Citation | Paiva, Francisco Caio Lima, Leonardo Kanashiro Felizardo, Reinaldo Augusto da Costa Bianchi, and Anna Helena Reali Costa | Intelligent trading systems: a sentiment-aware reinforcement learning approach." In Proceedings of the Second ACM International Conference on AI in Finance, pp. 1-9. [1 citation] | 2021 |
| 52 | KEML | Citation | Cação, F.N., José, M.M., Oliveira, A.S., Spindola, S., Costa, A.H.R., Cozman, F.G. DEEPAGÉ | Answering Questions in Portuguese About the Brazilian Environment. In: Britto, A., Valdivia Delgado, K. (eds) Intelligent Systems. BRACIS 2021. Lecture Notes in Computer Science, vol 13074. Springer, Cham, 2021.[2 Citação] https://doi.org/10.1007/978-3-030-91699-2_29 | 2021 |
| 53 | KEML | Publication | Bisinotto, Gustavo A., Lucas P. Cotrim, Fabio Gagliardi Cozman, and Eduardo A. Tannuri | Sea State Estimation with Neural Networks Based on the Motion of a Moored FPSO Subjected to Campos Basin Metocean Conditions." In Brazilian Conference on Intelligent Systems, pp. 294-308. Springer, Cham, | 2021 |
| 54 | KEML | Publication | Spindola, Stefano, Marcos Menon José, André Seidel Oliveira, Flávio Nakasato Cação, and Fábio Gagliardi Cozman | "Interpretability of Attention Mechanisms in a Portuguese-Based Question Answering System about the Blue Amazon." In Anais do XVIII Encontro Nacional de Inteligência Artificial e Computacional, 775-786. SBC, 2021 | 2021 |
| 55 | KEML | Citation | José, Marcelo Archanjo, and Fabio Gagliardi Cozman | "mRAT-SQL+ GAP: a Portuguese text-to-SQL transformer." In Brazilian Conference on Intelligent Systems, pp. 511-525. Springer, Cham, 2021. [1 citation] | 2021 |
| 56 | KEML | Publication | Cozman, Fabio G., Guilherme Ary Plonski, and Hugo Neri | "Inteligência Artificial" | 2021 |
| 57 | KEML | Publication | Moreno, Felipe Marino Moreno, Cozman, Fabio Gagliardi Cozman, Tannuri, Eduardo Aoun | “Automatic lustering of Metocean Conditions in the Brazilian Coast.” In 41st Ocean, Offshore and Arctic Engineering Conference (OMAE), OMAE2022-78608, pp. 1-10, | 2022 |
| 58 | KEML | Publication | Alcoforado, A. et al. ZeroBERTo | Leveraging Zero-Shot Text Classification by Topic Modeling. In: Computational Processing of the Portuguese Language. PROPOR 2022. Lecture Notes in Computer Science, vol 13208, pp. 125-136. Springer, Cham. 2022 https://doi.org/10.1007/978-3-030-98305-5_12 | 2022 |
| 59 | KEML | Publication | José, M.M., José, M.A., Mauá, D.D., Cozman, F.G. | Integrating Question Answering and Text-to-SQL in Portuguese. In: Computational Processing of the Portuguese Language. PROPOR 2022. Lecture Notes in Computer Science, vol 13208, pp. 278-287, Springer, Cham, 2022 https://doi.org/10.1007/978-3-030- 98305-5_26 | 2022 |
| 60 | KEML | Publication | Pellicer, Lucas Francisco Amaral Orosco, Paulo Pirozelli, Anna Helena Reali Costa, and Alexandre Inoue | "PTT5-Paraphraser: Diversity and Meaning Fidelity in Automatic Portuguese Paraphrasing."In International Conference on Computational Processing of the Portuguese Language, pp. 299-309. Springer, Cham, 2022. | 2022 |
| 61 | KEML | Publication | Paschoal, André F. A.; Pirozelli, Paulo; Freire, Valdinei; Delgado, Karina V.; Peres, Sarajane M.; José, Marcos M.; Nakasato, Flávio; Oliveira, André S.; Brandão, Anarosa A. F.; Costa, Anna H. R.; Cozman, Fabio G. | Pirá A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean. In: CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge Management, pp. 4544–4553, 2021 https://doi.org/10.1145/3459637.3482012012 | 2021 |
| 62 | KEML | Publication | Souza, Marlo, and Wassermann, Renata | "Hyperintensional Partial Meet Contractions." In Proceedings of the 19th International Conference on Principles of Knowledge Representation and Reasoning (KR’22). | 2022 |
| 63 | KEML | Publication | Souza, Marlo, and Wassermann, Renata | “Repairing Ontologies via Kernel Pseudo-Contraction.” In Proceedings of the 19th International Conference on Principles of Knowledge Representation and Reasoning (KR’22). | 2022 |
| 64 | KEML | Publication | Mathias, Marlon S., Marcel R. de Barros, Jefferson F. Coelho, Lucas P. de Freitas, Felipe M. Moreno, Caio | "A Physics-Informed Neural Network to Model Port Channels" in AI: Modeling Oceans and Climate Change, | 2022 |
| 65 | KEML | Publication | Neeto, Caio F. D., Marcel R. de Barros, Jefferson F. Coelho, Lucas P. de Freitas, Felipe M. Moreno, Marlon S. Mathias, Marcelo Dottori, Fabio G. Cozman, Anna H. R. Costa, Edson S. Gomi, Eduardo A. Tannuri. | Modeling Oceanic Variables with Dynamic Graph Neural Networks" in AI: Modeling Oceans and Climate Change, 2022 | 2022 |
| 66 | KEML | Publication | Moreno, Felipe M., Caio F. D. Netto, Marcel R. de Barros, Jefferson F. Coelho, Lucas P. de Freitas, Marlon S. Mathias, Luiz A. Schiaveto Neto, Marcelo Dottori, Fabio G. Cozman, Anna H. R. Costa, Edson S. Gomi, Eduardo A. Tannuri | "Enhancing Oceanic Variables Forecast in the Santos Channel by Estimating Model Error with Random Forests" in AI: Modeling Oceans and Climate Change, 2022 | 2022 |
| 67 | HEALTH | Publication | de Paula, Paulo Henrique Lima, and Liang Zhao | "A New Particle Competition Model for Community Detection with Application in Functional Brain Networks." In 2021 International Joint Conference on Neural Networks (IJCNN’21), pp. 1-8. IEEE, 2021. | 2021 |
| 68 | HEALTH | Publication | de Oliveira Junior, Laercio, Florian Stelzer, and Liang Zhao | "Clustered and deep echo state networks for signal noise reduction." Machine Learning (2022): 1-20. | 2020 |
| 69 | HEALTH | Publication | Valejo, Alan Demétrius Baria, Renato Fabbri, Alneu de Andrade Lopes, Liang Zhao, and Maria Cristina Ferreira de Oliveira | "Multilevel Coarsening for Interactive Visualization of Large Bipartite Networks." Frontiers in Research Metrics and Analytics 7 | 2022 |
| 70 | HEALTH | Publication | Nunes, Breno, Tiago Colliri, Marcelo Lauretto, Weiguang Liu, and Liang Zhao | "Anomaly Detection in Brazilian Federal Government Purchase Cards Through Unsupervised Learning Techniques." In Brazilian Conference on Intelligent Systems, pp. 19-32. Springer, Cham, 2021. | 2021 |
| 71 | HEALTH | Publication | Valejo, Alan Demétrius Baria, Paulo Eduardo Althoff, Thiago de Paulo Faleiros, Maria Lígia Chuerubim, Jianglong Yan, Weiguang Liu, and Liang Zhao | "Coarsening Algorithm via Semi-synchronous Label Propagation for Bipartite Networks." In Brazilian Conference on Intelligent Systems, pp. 437-452. Springer, Cham, 2021. | 2021 |
| 72 | HEALTH | Publication | Colliri, Tiago, Marcia Minakawa, and Liang Zhao | "Detecting Early Signs of Insufficiency in COVID-19 Patients from CBC Tests Through a Supervised Learning Approach." In Brazilian Conference on Intelligent Systems, pp. 42-57. Springer, Cham, 2021. | 2021 |
| 73 | AGRIBIO | Citation | Silva, Roberto F., Maria C. Fava, Antonio M. Saraiva, Eduardo M. Mendiondo, Carlos E. Cugnasca, and Alexandre CB Delbem | "A Theoretical Framework for Multi-Hazard Risk Mapping on Agricultural Areas Considering Artificial Intelligence, IoT, and Climate Change Scenarios." Engineering Proceedings 9, no. 1 (2021): 39. | 2021 |
| 74 | AGRIBIO | Publication | Delbem, Alexandre, Antonio Mauro Saraiva, Joao Bosco A. London, and Rodrigo Fanucchi | "Sublinear evaluation of complex networks for extensive exploration of configurations for critical scenarios and decision making." In 2021 International Conference on Computational Science and Computational Intelligence (CSCI), pp. 431-436. IEEE, 2021. | 2021 |
| 75 | AGRIBIO | Publication | Fava, Maria Clara, Roberto Fray Da Silva, Gabriela Chiquito Gesualdo, Marcos Roberto Benso, Eduardo Mario Mendiondo, Antonio Mauro Saraiva, Alexandre Cláudio Botazzo Delbem, and Carlos Roberto Padovani. | "Automatic Spatial Rainfall Estimation on Limited Coverage Areas." In 2021 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor), pp. 232-237. IEEE, 2021. | 2021 |
| 76 | AGRIBIO | Publication | Fava, Maria Clara, Marina Batalini de Macedo, Ana Carolina Sarmento Buarque, Antonio Mauro Saraiva, Alexandre Cláudio Botazzo Delbem, and Eduardo Mario Mendiondo | "Linking Urban Floods to Citizen Science and Low Impact Development in Poorly Gauged Basins under Climate Changes for Dynamic Resilience Evaluation." Water 14, no. 9 (2022): 1467. | 2022 |
| 77 | AGRIBIO | Citation | Da Silva, Roberto Fray, Gabriela Chiquito Gesualdo, Marcos Roberto Benso, Maria Clara Fava, Eduardo Mario Mendiondo, Antonio Mauro Saraiva, and Alexandre Cláudio Botazzo Delbem. | "A data-driven framework for identifying productivity zones and the impact of agricultural droughts in sugarcane using SPI and unsupervised learning." In 2021 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor), pp. 226-231. IEEE, 2021.[1 citation] | 2021 |
| 78 | AGRIBIO | Citation | Silva, Roberto F., Marcos R. Benso, Gabriela C. Gesualdo, Eduardo M. Mendiondo, Antônio M. Saraiva, Patrícia AA Marques, and Alexandre CB Delbem | "Multi-objective methods for crop insurance premiums: framework proposal and a case study in sugarcane." In Anais do XIII Congresso Brasileiro de Agroinformática, pp. 225-233. SBC, 2021. | 2021 |
| 79 | AGRIBIO | Publication | Benso, M. R., Gesualdo, G. C., Silva, G. J., Rápalo, L. M. C., Navarro, F. A. R., Silva, R. F., and Mendiondo, E.M. | Review article: “Design and Evaluation of Weather Index Insurance for Multi-Hazard Resilience and Food Insecurity”, EGUsphere [preprint] https://doi.org/10.5194/egusphere-2022-498, 2022 | 2022 |
| 80 | AGRIBIO | Publication | Soares, F. M.; Hamanaka, R. Y.; Maculan, B. C. M. D. S | “Interoperabilidade semântica no contexto de dados da biodiversidade: um estudo de caso sobre a utilização de padrões de metadados.” In XXI Encontro Nacional de Pesquisa e Pós-Graduação em Ciência da Informação, 2021. | 2021 |
| 81 | AGRIBIO | Publication | Soares, F. M.; Hamanaka, R. Y. | “Aplicação de metadados na padronização de registros de ocorrência de espécies no contexto da ciência cidadã para a biodiversidade: um estudo de caso.” In: CONGRESSO ISKO ESPANHA-PORTUGAL, 5., 2021, Lisboa. Organização do Conhecimento no Horizonte 2030. Lisboa: Faculdade de Letras, Universidade de Lisboa, 2021. | 2021 |
| 82 | AGRIBIO | Citation | de Andrade, S.C., Porto de Albuquerque, J., Restrepo-Estrada, C., Westerholt, R., Rodriguez, C.A.M., Mendiondo, E.M. and Delbem, A.C.B. | "The effect of intra-urban mobility flows on the spatial heterogeneity of social media activity: investigating the response to rainfall events.” International Journal of Geographical Information Science, 36(6), pp.1140-1165, 2022.[1 citation] | 2022 |
| 83 | AGRIBIO | Citation | dos Santos, B.N., Rossi, R.G., Rezende, S.O. and Marcacini, R.M., 2020 | “A two-stage regularization framework for heterogeneous event networks.” Pattern Recognition Letters, 138, pp.490-496. | 2022 |
| 84 | AGRIBIO | Publication | Mattos, Joao Pedro Rodrigues, and Ricardo M. Marcacini | "Semi-Supervised Graph Attention Networks for Event Representation Learning." In 2021 IEEE International Conference on Data Mining (ICDM), pp. 1234-1239. IEEE, 2021. | 2021 |
| 85 | AGRIBIO | Publication | Reis Filho, Ivan José, Ricardo Marcondes Marcacini, and Solange Oliveira Rezende | "On the enrichment of time series with textual data for forecasting agricultural commodity prices." MethodsX 9 (2022): 101758. | 2022 |
| 86 | AGRIBIO | Publication | do Carmo, P., I. J. Reis Filho, and R. Marcacini | "Commodities trend link prediction on heterogeneous information networks." In Anais do IX Symposium on Knowledge Discovery, Mining and Learning, pp. 81-88. SBC, 2021. | 2021 |
| 87 | AGRIBIO | Publication | Gôlo, Marcos Paulo Silva, Rafael Geraldeli Rossi, and Ricardo Marcondes Marcacini | "Learning to sense from events via semantic variational autoencoder." Plos one 16, no. 12 (2021): e0260701. | 2021 |
| 88 | AGRIBIO | Publication | do Carmo, Paulo, and Ricardo Marcacini | "Embedding propagation over heterogeneous event networks for link prediction." In 2021 IEEE International Conference on Big Data (Big Data), pp. 4812-4821. IEEE, 2021. | 2021 |
| 89 | AGRIBIO | Citation | Reis Filho, Ivan J., Ricardo M. Marcacini, and Solange O. Rezende | "Previsão do preço futuro de commodities agrícolas: um estudo para enriquecer séries temporais." In Simpósio Brasileiro de Automação Inteligente-SBAI, vol. 1, no. 1. 2021.[2 Citação] | 2021 |
| 90 | AGRIBIO | Citation | dos Reis Filho, Ivan José, Guilherme Bittencourt Correa, Guilherme Mendonça Freire, and Solange Oliveira Rezende | "Forecasting future corn and soybean prices: an analysis of the use of textual information to enrich time-series." In Anais do VIII Symposium on Knowledge Discovery, Mining and Learning, pp. 113-120. SBC, 2020.[4 Citação] | 2020 |
| 91 | AGRIBIO | Citation | Coombs, Crispin, Patrick Stacey, Peter Kawalek, Boyka Simeonova, Joerg Becker, Katrin Bergener, João Álvaro Carvalho et al | "What is it about humanity that we can’t give away to intelligent machines? A European perspective." International Journal of Information Management 58 (2021): 102311.[15 Citação] | 2021 |
| 92 | HUMANITIES | Publication | Maranhão, Juliano, Edelcio G. de Souza, and Giovanni Sartor | "A dynamic model for balancing values." In Proceedings of the Eighteenth International Conference on Artificial Intelligence and Law, pp. 89-98. | 2021 |
| 93 | HUMANITIES | Publication | Pirozelli, Paulo | "Sources of Understanding in Supervised Machine Learning Models." Philosophy & Technology 35, no. 2 (2022): 1-19. | 2022 |
| 94 | HUMANITIES | Publication | Pirozelli, Paulo, and Igor Câmara | "Natural language at a crossroads: Formal and probabilistic approaches in philosophy and computer science." Manuscrito 45 (2022): 50-81. | 2022 |
| 95 | HUMANITIES | Publication | de Paula Albuquerque, Otavio, Marcelo Fantinato, Patrick CK Hung, Sarajane Marques Peres, Farkhund Iqbal, Umair Rehman, and Muhammad Umair Shah | "Recommendations for a smart toy parental control tool." The Journal of Supercomputing 78, no. 8 (2022): 11156-11194. | 2022 |
| 96 | HUMANITIES | Citation | Almada, Marco, and Juliano Maranhão | "Voice-based diagnosis of covid-19: ethical and legal challenges." International Data Privacy Law 11, no. 1 (2021): 63-75.[1 citation] | 2021 |
| 97 | HUMANITIES | Publication | Pirozelli, Paulo | "Sociologia e abordagem sociológica em A Estrutura das Revoluções Científicas." Sofia 10, no. 2 (2021): 131-148. | 2021 |
