Centro de Inteligência Artificial

• Processo: 19/07665-4
• Modalidade de apoio: Auxílio à Pesquisa - Programa eScience e Data Science - Centros de Pesquisa Aplicada
• Data de Início da vigência: 01 de agosto de 2020
• Data de Término da vigência: 31 de julho de 2026
• Área do conhecimento: Ciências Exatas e da Terra - Ciência da Computação
• Acordo de Cooperação: IBM Brasil
• Pesquisador responsável: Fabio Gagliardi Cozman
• Beneficiário: Fabio Gagliardi Cozman
• Instituição Sede: Centro de Inovação da USP (INOVA). Universidade de São Paulo (USP). São Paulo , SP, Brasil
• Município da Instituição Sede: São Paulo
• Empresa: IBM Brasil - Indústria, Máquinas e Serviços Ltda
• Pesquisadores principais:( Atuais ): Antonio Mauro Saraiva ; Claudio Santos Pinhanez ; Cristina Godoy Bernardo de Oliveira ; Eduardo Aoun Tannuri ; Glauco Antonio Truzzi Arbix ; João Paulo Cândia Veiga ; José Eduardo Krieger ; Marcelo Finger ; Maria Lucia Santaella Braga ; Sandra Maria Aluísio ; Sarajane Marques Peres ; Thiago Alexandre Salgueiro Pardo ; Zhao Liang
• Pesquisadores principais:( Anteriores ): Alexandre Cláudio Botazzo Delbem
• Pesquisadores associados: Alessandra Alaniz Macedo ; Alexandre Cláudio Botazzo Delbem ; Alexandre Dias Porto Chiavegatto Filho ; Alexandre Luis Moreli Rocha ; Alvaro Augusto Comin ; Ana Carolina Lorena ; Anarosa Alves Franco Brandão ; Anna Helena Reali Costa ; Ariani Di Felippo ; Arnaldo Candido Junior ; Bernardo Nunes Gonçalves ; Bruno de Carvalho Albertini ; Bruno Souza Carmo ; Carlos Dias Maciel ; Carlos Eduardo Torres Freire ; Carlos Henrique Costa Ribeiro ; Debora Pignatari Drucker ; Denis Deratani Mauá ; Diego Furtado Silva ; Diego Raphael Amancio ; Diogo Rosenthal Coutinho ; Dora Kaufman ; Ednaldo José Ferreira ; Edresson Casanova ; Edson Satoshi Gomi ; Eduardo de Senzi Zancul ; Eduardo Mario Mendiondo ; ESTHER LUNA COLOMBINI ; Evandro Eduardo Seron Ruiz ; Fátima de Lourdes dos Santos Nunes Marques ; Fernando Santos Osório ; Filippo Ghiglieno ; Geraldo Busatto Filho ; Guilherme Ary Plonski ; Hugo Tsugunobu Yoshida Yoshizaki ; Humberto Ribeiro da Rocha ; Ivandre Paraboni ; Jaime Simão Sichman ; João Luís Garcia Rosa ; João Paulo Papa ; José Paulo Molin ; José Teixeira Coelho Netto ; Juliano Souza Albuquerque Maranhão ; Júlio Cézar Estrella ; Julio Romano Meneghini ; Kazuo Nishimoto ; Kelly Rosa Braghetto ; Leliane Nunes de Barros ; Linamara Rizzo Battistella ; Lorena Guadalupe Barberia ; Luiz Otavio Murta Junior ; Marcel Simis ; Marcelo Cândido da Silva ; Marcelo Fantinato ; Maria Clara Fava ; Maria Lucia Santaella Braga ; Maria Sylvia Macchione Saes ; Mario Sergio Salerno ; Marlon Sproesser Mathias ; Miguel Arjona Ramírez ; Norton Trevisan Roman ; Osvaldo Novais de Oliveira Junior ; Oto Araújo Vale ; Patricia Angélica Alves Marques ; PAULO ANDRE LIMA DE CASTRO ; Paulo Hilário Nascimento Saldiva ; Paulo Mazzoncini de Azevedo Marques ; Paulo Pirozelli Almeida Silva ; Reinaldo Augusto da Costa Bianchi ; Renata Wassermann ; Renato Tinós ; Ricardo Marcondes Marcacini ; Rodrigo Fernandes de Mello ; Rodrigo Yoiti Tsukahara ; Roseli Aparecida Francelin Romero ; Roseli de Deus Lopes ; Rubens Beçak ; Sandro Márcio da Silva Preto ; Sarajane Marques Peres ; Sidney Evaldo Leal ; Sílvia Helena Galvão de Miranda ; Solange Oliveira Rezende ; Tereza Cristina Giannini ; Thiago Alexandre Salgueiro Pardo ; Uiara Bandineli Montedo ; Vanessa Martins do Monte
• Auxílio(s) vinculado(s): 24/19144-7 - Lógicas Fuzzy e Probabilísticas com Aplicações à Interpretabilidade de Redes Neurais, AP.R SPRINT; 24/02783-7 - Aprendizado em Redes para Classificação de Alto Nível de Dados Sequenciais, AV.BR
• Bolsa(s) vinculada(s): 25/06244-6 - Aprimoramento de modelos de reconhecimento automático de fala em relação ao reconhecimento de nomes próprios por meio da criação via síntese de fala de um dataset de entidades nomeadas, BP.IC; 24/00536-2 - Processamento de sentenças exclamativas e interrogativas para o Reconhecimento Automático de Fala no português brasileiro, BP.MS; 24/13270-0 - Carolina 2.0: aprimoramento e ampliação de um córpus robusto em português brasileiro contemporâneo com informações de procedência e tipologia, BP.TT; + mais bolsas vinculadas 24/08441-0 - Suporte a Pesquisa em Aprendizado de Máquina Informado por Física no Centro de Inteligência Artificial, BP.TT; 24/09131-5 - Curadoria, manutenção e aquisição de dados, e gerenciamento de banco de dados de línguas indígenas no Brasil, BP.TT; 23/12775-9 - Suporte tecnológico ao Centro de Inteligência Artificial, BP.TT; 23/13722-6 - Suporte a Pesquisa em Aprendizado Enriquecido por Conhecimento no Centro de Inteligência Artificial, BP.TT; 23/01892-4 - O escopo da negação no português: taxonomia, sistematização e implementação, BP.DR; 23/07299-3 - Desenvolvimento e implementação de portais para apoio a pesquisas dos projetos POeTiSA, TaRSila e Carolina, BP.TT; 22/16374-6 - Modelos Neurais Pré-treinados para detecção de condições respiratórias por análise de áudio, BP.PD; 22/15355-8 - Infraestrutura técnica para atividades de transferência de tecnologia no centro de inteligência artificial, BP.TT; 23/00730-0 - Coordenação, criação, aquisição e gerenciamento de banco de dados de associações e grupos indígenas no Brasil, BP.TT; 22/12747-2 - Regulação e financiamento da inteligência artificial no Brasil, BP.TT; 22/06804-3 - Desenvolvimento e avaliação de um modelo de simulação para a estimação da produtividade de laranjas doces (Citrus sinensis L.), BP.DR; 22/06373-2 - Centro de Inteligência Artificial, BP.TT; 21/03544-8 - Gestão algorítmica do trabalho: um estudo das percepções de motoristas e entregadores sobre o trabalho em plataformas, BP.MS; 21/15125-0 - Um modelo de metadados para interoperabilidade de bancos de dados de agrícolas, BP.DR; 21/06783-3 - Veritas: base de dados de textos jurídicos brasileiros para processamento de linguagem natural, BP.IC; 21/03117-2 - Verificação formal de redes neurais via lógica infinitamente-valorada de Lukasiewicz, BP.PD; 20/02679-4 - NLPCode: aplicação de técnicas de processamento de linguagem natural para a automação da refatoração de código, BP.MS; 21/02464-0 - Modelagem probabilística para tomada de decisão e predição em recursos hídricos: uma aplicação em segurança alimentar, BP.TT; 20/15129-2 - Classificação de sinal EEG entre focal e não-focal por meio de aprendizado profundo, BP.DR; 20/16746-5 - Physics-informed machine learning aplicado para previsões de condições metoceânicas, BP.DR; 20/16661-0 - Segmentação e alinhamento de datasets para o processamento de linguagem natural, BP.TT; 20/07892-8 - Planejamento de trajetória de drones para reconstrução 3D, BP.IC - menos bolsas vinculadas
• Assunto(s): Representação de conhecimento Aprendizado computacional Processamento de linguagem natural Inteligência artificial
• Palavra(s)-Chave do Pesquisador: Aplicações de Inteligência Artificial | Aprendizado de Máquina | Inteligência Artificial | Planejamento Automático | Processamento de Linguagem Natural | representação de conhecimento | Inteligência Artificial

Resumo

Esta proposta descreve um Centro de Pesquisa de Engenharia em Inteligência Artificial (IA) empenhado em conduzir pesquisas em tópicos centrais de IA e em aplicar técnicas de IA em áreas de aplicação selecionadas --- a saber, indústria de óleo e gás, agronegócios e saúde. O Centro também dará suporte a estudos sobre o impacto social e econômico da IA e conduzirá atividades de transferência de tecnologia e difusão do conhecimento. O Centro será construído com a convicção de que os próximos dez anos trarão avanços sem precedentes em IA, os quais dependerão da colaboração tanto entre áreas centrais da IA como destas áreas com as aplicações. O "Center for Artificial Intelligence" consistirá de dois grupos interligados de pesquisadores, ambos distribuídos na instituição anfitriã e em instituições associadas. Um grupo de pesquisadores, com significativa projeção internacional na comunidade de IA, cobrirá tópicos centrais de IA, de representação de conhecimento a aprendizado de máquina, com ênfase em processamento de texto e linguagem natural, particularmente em Português. Tendências da pesquisa internacional corrente sugerem que a próxima década testemunhará uma interação crescente entre representação de conhecimento, tomada de decisão e aprendizado de máquina; o "Center for Artificial Intelligence" focará sua atenção na combinação destas áreas da IA, já que elas não são tão intimamente conectadas quanto deveriam ser --- o Centro se posicionará como um participante fundamental na colaboração entre os principais tópicos da IA. Um segundo grupo de pesquisadores do Centro focará em três áreas de aplicação onde existe significativa experiência na instituição anfitriã: óleo e gás, agronegócio, e saúde. A conexão entre pesquisa em tópicos centrais da IA e áreas de aplicação ocorrerá em dupla direção: pesquisa em IA básica abordará problemas de grande escala nas áreas de aplicação selecionadas, e será direcionada pelos desafios nestas áreas de aplicação. Um pequeno grupo de pesquisadores da área de humanas está incluído no "Center for Artificial Intelligence" para conduzir pesquisa sobre o impacto social da IA e para identificar caminhos que garantam o uso da IA para o bem. O Coordenador de Educação e Difusão do Conhecimento organizará produção de vídeos contendo resultados de pesquisa e trabalhará através de feiras e escolas para educar o público em sentido amplo. O Coordenador de Transferência de Tecnologia trabalhará com órgãos bem estabelecidos na instituição anfitriã para fomentar iniciativas que transferirão resultados para as entidades financiadoras e para esforços de empreendedorismo. (AU)

Publicações científicas

(229)

(Referências obtidas automaticamente do Web of Science e do SciELO, por meio da informação sobre o financiamento pela FAPESP e o número do processo correspondente, incluída na publicação pelos autores)

COLLIRI, TIAGO; ZHAO, LIANG. Stock market trend detection and automatic decision-making through a network-based classification model. NATURAL COMPUTING, JAN 2021. (15/50122-0, 19/07665-4, 13/07375-0)

IWASHITA, ADRIANA SAYURI; RODRIGUES, DOUGLAS; GASTALDELLO, DANILO SINKITI; DE SOUZA, ANDRE NUNES; PAPA, JOAO PAULO. An incremental Optimum-Path Forest classifier and its application to non-technical losses identification. COMPUTERS & ELECTRICAL ENGINEERING, v. 95, OCT 2021. (14/12236-1, 19/07665-4, 18/21934-5, 17/02286-0, 13/07375-0)

TEIXEIRA BRASIL, JOSE ARTUR; DE MACEDO, MARINA BATALINI; PEREIRA DE OLIVEIRA, THALITA RAQUEL; GHIGLIENO, FILIPPO GIOVANNI; BORGES DE SOUZA, VLADIMIR CARAMORI; SILVA, GABRIEL MARINHO E.; GOMES JUNIOR, MARCUS NOBREGA; ARGUELLO DE SOUZA, FELIPE AUGUSTO; MENDIONDO, EDUARDO MARIO. Can we scale Digital Twins of Nature-based Solutions for stormwater and transboundary water security projects?. JOURNAL OF HYDROINFORMATICS, v. N/A, p. 16-pg., 2022-04-27. (19/07665-4, 14/50848-9)

RODRIGUES MATTOS, JOAO PEDRO; MARCACINI, RICARDO M.; BAILEY, J; MIETTINEN, P; KOH, YS; TAO, D; WU, X. Semi-Supervised Graph Attention Networks for Event Representation Learning. 2021 21ST IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2021), v. N/A, p. 6-pg., 2021-01-01. (19/25010-5, 19/07665-4)

MACHADO, MATEUS TARCINALLI; SALGUEIRO PARDO, THIAGO ALEXANDRE; SERON RUIZ, EVANDRO EDUARDO; DI FELIPPO, ARIANI; VARGAS, FRANCIELLE; PINHEIRO, V; GAMALLO, P; AMARO, R; SCARTON, C; BATISTA, F; et al. Implicit Opinion Aspect Clues in Portuguese Texts: Analysis and Categorization. COMPUTATIONAL PROCESSING OF THE PORTUGUESE LANGUAGE, PROPOR 2022, v. 13208, p. 11-pg., 2022-01-01. (19/07665-4)

ALVES DE LIMA, VITOR MESAQUE; DE ARAUJO, ADAILTON FERREIRA; MARCACINI, RICARDO MARCONDES. Temporal dynamics of requirements engineering from mobile app reviews. PEERJ COMPUTER SCIENCE, v. 7, p. 26-pg., 2022-03-15. (19/25010-5, 19/07665-4)

GONCALVES DOS SANTOS, CLAUDIO FILIPI; OLIVEIRA, DIEGO DE SOUZA; PASSOS, LEANDRO A.; PIRES, RAFAEL GONCALVES; SILVA SANTOS, DANIEL FELIPE; VALEM, LUCAS PASCOTTI; MOREIRA, THIERRY P.; SANTANA, MARCOS CLEISON S.; RODER, MATEUS; PAPA, JOAO PAULO; et al. Gait Recognition Based on Deep Learning: A Survey. ACM COMPUTING SURVEYS, v. 55, n. 2, p. 34-pg., 2023-03-01. (14/12236-1, 20/12101-0, 19/07665-4, 13/07375-0)

GONZAGA, VICTOR MACHADO; MURRUGARRA-LLERENA, NILS; MARCACINI, RICARDO; ACM. Multimodal intent classification with incomplete modalities using text embedding propagation. PROCEEDINGS OF THE 27TH BRAZILIAN SYMPOSIUM ON MULTIMEDIA AND THE WEB (WEBMEDIA '21), v. N/A, p. 4-pg., 2021-01-01. (19/07665-4, 19/25010-5)

PRETO, SANDRO; FINGER, MARCELO. Proving properties of binary classification neural networks via Lukasiewicz logic. LOGIC JOURNAL OF THE IGPL, v. N/A, p. 17-pg., 2022-06-10. (14/12236-1, 19/07665-4, 15/21880-4, 21/03117-2)

PRETO, SANDRO; FINGER, MARCELO. Efficient representation of piecewise linear functions into Lukasiewicz logic modulo satisfiability. MATHEMATICAL STRUCTURES IN COMPUTER SCIENCE, v. N/A, p. 26-pg., 2022-05-17. (21/03117-2, 14/12236-1, 19/07665-4, 15/21880-4)

VENANCIO, MURILO MENDONCA; GONALVES, ROGERIO SALES; DA COSTA BIANCHI, REINALDO AUGUSTO. Terrain Identification for Humanoid Robots Applying Convolutional Neural Networks. IEEE-ASME TRANSACTIONS ON MECHATRONICS, v. 26, n. 3, p. 1433-1444, JUN 2021. (19/07665-4)

GASPAR-CUNHA, ANTONIO; COSTA, PAULO; MONACO, FRANCISCO; DELBEM, ALEXANDRE. Many-Objectives Optimization: A Machine Learning Approach for Reducing the Number of Objectives. MATHEMATICAL AND COMPUTATIONAL APPLICATIONS, v. 28, n. 1, p. 19-pg., 2023-02-01. (13/07375-0, 19/07665-4)

RASERA, JULIA BOSCARIOL; DA SILVA, ROBERTO FRAY; MOURAO FILHO, FRANCISCO DE ASSIS ALVES; DELBEM, ALEXANDRE CLAUDIO BOTAZZO; SARAIVA, ANTONIO MAURO; SENTELHAS, PAULO CESAR; MARQUES, PATRICIA ANGELICA ALVES. Climate Change and Citriculture: A Bibliometric Analysis. AGRONOMY-BASEL, v. 13, n. 3, p. 22-pg., 2023-03-01. (19/07665-4, 22/06804-3)

BISINOTTO, GUSTAVO A.; SPARANO, JOAO V.; SIMOS, ALEXANDRE N.; COZMAN, FABIO G.; FERREIRA, MARCOS D.; TANNURI, EDUARDO A.. Sea state estimation based on the motion data of a moored FPSO using neural networks: An evaluation with multiple draft conditions. OCEAN ENGINEERING, v. 276, p. 19-pg., 2023-03-24. (19/07665-4)

PAULO PIROZELLI; IGOR CÂMARA. NATURAL LANGUAGE AT A CROSSROADS: FORMAL AND PROBABILISTIC APPROACHES IN PHILOSOPHY AND COMPUTER SCIENCE. Manuscrito, v. 45, n. 2, p. 50-81, 2022-05-13. (19/07665-4)

DE SOUZA JR, LUIS A.; PASSOS, LEANDRO A.; MENDEL, ROBERT; EBIGBO, ALANNA; PROBST, ANDREAS; MESSMANN, HELMUT; PALM, CHRISTOPH; PAPA, JOAO P.. Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks. COMPUTERS IN BIOLOGY AND MEDICINE, v. 126, NOV 2020. (13/07375-0, 19/07665-4, 19/08605-5, 17/04847-9, 14/12236-1)

ANGHINONI, LEANDRO; ZHU, YU-TAO; JI, DONGHONG; ZHAO, LIANG; IEEE. TransGNN: A Transductive Graph Neural Network with Graph Dynamic Embedding. 2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN, v. N/A, p. 8-pg., 2023-01-01. (19/07665-4)

CARNEIRO, MURILLO G.; RAMOS, CAMILA D.; DESTRO-FILHO, JOAO-BATISTA; ZHU, YU-TAO; JI, DONGHONG; ZHAO, LIANG; IEEE. High-Level Classification for EEG Analysis. 2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN, v. N/A, p. 8-pg., 2023-01-01. (19/07665-4)

BALDO JUNIOR, SERGIO; CARNEIRO, MURILLO G.; DESTRO-FILHO, JOAO-BATISTA; ZHAO, LIANG; TINOS, RENATO; IEEE. Classification of coma etiology using convolutional neural networks and long-short term memory networks. 2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN, v. N/A, p. 8-pg., 2023-01-01. (19/07665-4, 21/09720-2)

SAIRE, JOSIMAR CHIRE; ZHAO, LIANG; IEEE. Complex Network-Based Data Classification Using Minimum Spanning Tree Metric and Optimization. 2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN, v. N/A, p. 7-pg., 2023-01-01. (19/07665-4)

SANTOS, DANIEL F. S.; PAPA, JOAO P.. TITAN: A LighTweIght Temporal Attention Network for Remote Sensing Image Change Detection. IEEE Geoscience and Remote Sensing Letters, v. 20, p. 5-pg., 2023-01-01. (13/07375-0, 19/07665-4)

DESUO, N. LUIZ; FOGLIATTO, MATHEUS S. S.; CAETANO, HENRIQUE O.; PEREIRA, J. BENVINDO R.; LONDON J, J. JOAO B. A.; MACIEL, CARLOS D.. A Multilayer System and Optimization Framework for Team Dispatch Towards Service Recovery. IEEE TRANSACTIONS ON RELIABILITY, v. N/A, p. 14-pg., 2023-09-19. (19/07665-4, 21/12220-1, 14/50851-0, 18/19150-6)

BURIS, LUIZ H.; PEDRONETTE, DANIEL C. G.; PAPA, JOAO P.; ALMEIDA, JURANDY; CARNEIRO, GUSTAVO; FARIA, FABIO A.; IEEE. MIXUP-BASED DEEP METRIC LEARNING APPROACHES FOR INCOMPLETE SUPERVISION. 2022 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP, v. N/A, p. 5-pg., 2022-01-01. (18/23908-1, 14/12236-1, 19/07665-4, 21/01870-5)

SOUZA, MARTO; WASSERMANN, RENATA; XAVIER-JUNIOR, JC; RIOS, RA. Hyperintensional Models and Belief Change. INTELLIGENT SYSTEMS, PT I, v. 13653, p. 15-pg., 2022-01-01. (19/07665-4)

MACHADO, MATEUS TARCINALLI; PARDO, THIAGO ALEXANDRE SALGUEIRO; MARIANI, J; CALZOLARI, N; BECHET, F; BLACHE, P; CHOUKRI, K; CIERI, C; DECLERCK, T; GOGGI, S; et al. Evaluating Methods for Extraction of Aspect Terms in Opinion Texts in Portuguese - the Challenges of Implicit Aspects. LREC 2022: THIRTEEN INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, v. N/A, p. 10-pg., 2022-01-01. (19/07665-4)

CASANOVA, EDRESSON; CANDIDO JR, ARNALDO; FERNANDES JR, RICARDO CORSO; FINGER, MARCELO; STEFANEL GRIS, LUCAS RAFAEL; PONTI, MOACIR A.; PINTO DA SILVA, DANIEL PEIXOTO; INT SPEECH COMMUN ASSOC. Transfer Learning and Data Augmentation Techniques to the COVID-19 Identification Tasks in ComParE 2021. INTERSPEECH 2021, v. N/A, p. 5-pg., 2021-01-01. (20/06443-5, 14/12236-1, 19/07665-4)

HERNANDES JUNIOR, PAULO R. GALEGO; SCHERER, RAFAL; JANUARIO, LUCAS B.; RODRIGUES, DOUGLAS; PAPA, JOAO P.; COSTA, KELTON A. P.; IEEE. From Network Package Flow to Images: How to Accurately Detect Anomalies in Computer Networks. 2022 29TH INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING (IWSSIP), v. N/A, p. 4-pg., 2022-01-01. (21/05516-1, 13/07375-0, 14/12236-1, 19/07665-4)

SANTOS, DANIEL A.; BARANAUSKAS, JOSE A.; TINOS, RENATO; IEEE. Use of Fitness Sharing in the Local Rule-Based Explanations Method. 2021 IEEE LATIN AMERICAN CONFERENCE ON COMPUTATIONAL INTELLIGENCE (LA-CCI), v. N/A, p. 6-pg., 2021-01-01. (13/07375-0, 19/07665-4)

RODRIGUES, ANA CAROLINA; MARCACINI, RICARDO M.; WANI, MA; KANTARDZIC, M; PALADE, V; NEAGU, D; YANG, L; CHAN, KY. Sentence Similarity Recognition in Portuguese from Multiple Embedding Models. 2022 21ST IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS, ICMLA, v. N/A, p. 6-pg., 2022-01-01. (19/07665-4)

SALVATORE, FELIPE DE SOUZA; FINGER, MARCELO; HIRATA JR, ROBERTO; PATRIOTA, ALEXANDRE G.. A resampling-based method to evaluate NLI models. NATURAL LANGUAGE ENGINEERING, v. N/A, p. 28-pg., 2023-06-09. (15/24485-9, 14/12236-1, 19/07665-4, 15/21880-4, 18/21934-5, 15/22308-2)

MORENO, FELIPE M.; TANNURI, EDUARDO A.; COZMAN, FABIO G.. Automatic Clustering of Metocean Conditions on the Brazilian Coast. JOURNAL OF OFFSHORE MECHANICS AND ARCTIC ENGINEERING-TRANSACTIONS OF THE ASME, v. 145, n. 4, p. 7-pg., 2023-08-01. (20/16746-5, 19/07665-4)

MARTINS, GUILHERME BRANDAO; PAPA, JOAO PAULO; DECARVALHO, BM; GONCALVES, LMG. Collaborative Filtering Matches Decision Templates: A Practical Approach to Estimate Predictions. 2022 35TH SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI 2022), v. N/A, p. 6-pg., 2022-01-01. (13/07375-0, 14/12236-1, 19/07665-4)

MARCELO FINGER. Inteligência Artificial e os rumos do processamento do português brasileiro. Estudos avançados, v. 35, n. 101, p. 51-72, 2021-04-19. (20/06443-5, 19/07665-4)

RIBEIRO JUNIOR, FRANKLIN M.; BIANCHI, REINALDO A. C.; PRATI, RONALDO C.; KOLEHMAINEN, KARI; SOININEN, JUHA-PEKKA; KAMIENSKI, CARLOS A.. Data reduction based on machine learning algorithms for fog computing in IoT smart agriculture. BIOSYSTEMS ENGINEERING, v. 223, p. 17-pg., 2022-10-28. (18/25225-9, 19/07665-4)

DOS SANTOS, WESLEY RAMOS; DE OLIVEIRA, RAFAEL LAGE; PARABONI, IVANDRE. BMI trajectory and inflammatory effects on metabolic syndrome in adolescents. Language Resources and Evaluation, v. N/A, p. 28-pg., 2023-01-11. (19/07665-4, 21/08213-0)

JODAS, DANILO SAMUEL; PASSOS, LEANDRO APARECIDO; ADEEL, AHSAN; PAPA, JOAO PAULO; IEEE. PL-kNN: A Parameterless Nearest Neighbors Classifier. 2022 29TH INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING (IWSSIP), v. N/A, p. 4-pg., 2022-01-01. (14/12236-1, 19/07665-4, 17/02286-0, 19/18287-0, 18/21934-5)

LIMA PAIVA, FRANCISCO CAIO; FELIZARDO, LEONARDO KANASHIRO; DA COSTA BIANCHI, REINALDO AUGUSTO; REALI COSTA, ANNA HELENA; ACM. Intelligent Trading Systems: A Sentiment-Aware Reinforcement Learning Approach. ICAIF 2021: THE SECOND ACM INTERNATIONAL CONFERENCE ON AI IN FINANCE, v. N/A, p. 9-pg., 2021-01-01. (19/07665-4)

PRETO, SANDRO; FINGER, MARCELO. An Efficient Algorithm for Representing Piecewise Linear Functions into Logic. ELECTRONIC NOTES IN THEORETICAL COMPUTER SCIENCE, v. 351, p. 20-pg., 2020-09-15. (14/12236-1, 19/07665-4)

DEL LAMA, RAFAEL SILVA; CANDIDO, RAQUEL MARIANA; CHIARI-CORREIA, NATALIA SANTANA; NOGUEIRA-BARBOSA, MARCELLO HENRIQUE; DE AZEVEDO-MARQUES, PAULO MAZZONCINI; TINOS, RENATO. Computer-Aided Diagnosis of Vertebral Compression Fractures Using Convolutional Neural Networks and Radiomics. JOURNAL OF DIGITAL IMAGING, v. 35, n. 3, p. 13-pg., 2022-02-07. (19/07665-4, 19/01219-2, 21/09720-2)

SOBREVILLA CABEZUDO, MARCO ANTONIO; SALGUEIRO, THIAGO ALEXANDRE. Low-resource AMR-to-Text Generation: A Study on Brazilian Portuguese. PROCESAMIENTO DEL LENGUAJE NATURAL, v. N/A, n. 68, p. 13-pg., 2022-03-01. (19/07665-4, 13/07375-0)

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SILVEIRA, IGOR CATANEO; BARBOSA, ANDRE; DA COSTA, DANIEL SILVA LOPES; MAUA, DENIS DERATANI. Investigating Universal Adversarial Attacks Against Transformers-Based Automatic Essay Scoring Systems. INTELLIGENT SYSTEMS, BRACIS 2024, PT II, v. 15413, p. 15-pg., 2025-01-01. (19/07665-4, 22/02937-9)

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SILVA REIS, WILLY ARTHUR; DELGADO, KARINA VALDIVIA; FREIRE, VALDINEI. A Unified Framework for Average Reward Criterion and Risk. INTELLIGENT SYSTEMS, BRACIS 2024, PT I, v. 15412, p. 15-pg., 2025-01-01. (18/11236-9, 19/07665-4)

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PRAMANIK, RISHAV; BISWAS, MOMOJIT; SEN, SHIBAPRASAD; JUNIOR, LUIS ANTONIO DE SOUZA; PAPA, JOAO PAULO; SARKAR, RAM. A fuzzy distance-based ensemble of deep models for cervical cancer detection. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, v. 219, p. 11-pg., 2022-06-01. (19/07665-4, 14/12236-1, 13/07375-0)

RAMIREZ, MIGUEL ARJONA; BECCARO, WESLEY; RODRIGUEZ, DEMOSTENES ZEGARRA; ROSA, RENATA LOPES. Differentiable Measures for Speech Spectral Modeling. IEEE ACCESS, v. 10, p. 10-pg., 2022-01-01. (19/07665-4, 18/26455-8)

MILITANI, DAVI RIBEIRO; DE MORAES, HERMES PIMENTA; ROSA, RENATA LOPES; WUTTISITTIKULKIJ, LUNCHAKORN; RAMIREZ, MIGUEL ARJONA; RODRIGUEZ, DEMOSTENES ZEGARRA. Enhanced Routing Algorithm Based on Reinforcement Machine Learning-A Case of VoIP Service. SENSORS, v. 21, n. 2, JAN 2021. (19/07665-4, 18/26455-8, 18/12579-7)

MENEGHETTI, DOUGLAS DE RIZZO; DONADON HOMEM, THIAGO PEDRO; RENOLFI DE OLIVEIRA, JONAS HENRIQUE; DA SILVA, ISAAC JESUS; PERICO, DANILO HERNANI; DA COSTA BIANCHI, REINALDO AUGUSTO. Detecting Soccer Balls with Reduced Neural Networks: A Comparison of Multiple Architectures Under Constrained Hardware Scenarios. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, v. 101, n. 3, FEB 27 2021. (19/07665-4)

MARTINS, LUAN V. DE C.; JI, DONGHONG; LIANG, ZHAO. Modelling Graph Neural Network by Aggregating the Activation Maps of Self-Organizing Map. 2024 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN 2024, v. N/A, p. 6-pg., 2024-01-01. (20/15129-2, 19/07665-4)

ALVES DE LIMA, VITOR MESAQUE; MARCACINI, RICARDO MARCONDES. Opinion Mining for App Reviews: Identifying and Prioritizing Emerging Issues for Software Maintenance and Evolution. 23TH BRAZILIAN SYMPOSIUM ON SOFTWARE QUALITY, SBQS 2024, v. N/A, p. 10-pg., 2024-01-01. (19/07665-4)

JORGE, GERMANO ANTONIO ZANI; BEZERRA, DAVI ALVES; XAVIER, CLARISSA CASTELLA; PARDO, THIAGO ALEXANDRE SALGUEIRO. Multilingual Extractive Summarization: Investigating State-of-the-Art Methods for English and Brazilian Portuguese. INTELLIGENT SYSTEMS, BRACIS 2024, PT II, v. 15413, p. 12-pg., 2025-01-01. (19/07665-4)

ALBARRANS, GUILHERME; FREIRE, VALDINEI. Likelihood Estimator for Multi Model-Based Reinforcement Learning. INTELLIGENT SYSTEMS, BRACIS 2024, PT II, v. 15413, p. 15-pg., 2025-01-01. (19/07665-4)

DE ROSA, GUSTAVO H.; RODER, MATEUS; PASSOS, LEANDRO A.; PAPA, JOAO PAULO. A comprehensive study among distance measures on supervised optimum-path forest classification. APPLIED SOFT COMPUTING, v. 164, p. 10-pg., 2024-07-29. (20/12101-0, 19/02205-5, 23/10823-6, 14/12236-1, 19/07665-4, 13/07375-0)

MORENO, FELIPE M.; TANNURI, EDUARDO A.; COZMAN, FABIO G.. AUTOMATIC CLUSTERING OF METOCEAN CONDITIONS IN THE BRAZILIAN COAST. PROCEEDINGS OF ASME 2022 41ST INTERNATIONAL CONFERENCE ON OCEAN, OFFSHORE & ARCTIC ENGINEERING, OMAE2022, VOL 5B, v. N/A, p. 9-pg., 2022-01-01. (19/07665-4, 20/16746-5)

PASSOS, LEANDRO A.; JODAS, DANILO; COSTA, KELTON A. P.; SOUZA, LUIS A.; RODRIGUES, DOUGLAS; DEL SER, JAVIER; CAMACHO, DAVID; PAPA, JOAO PAULO. A review of deep learning-based approaches for deepfake content detection. EXPERT SYSTEMS, v. 41, n. 8, p. 34-pg., 2024-02-22. (21/05516-1, 23/10823-6, 14/12236-1, 19/07665-4, 13/07375-0)

LAMKOWSKI, PEDRO; RODRIGUES, DOUGLAS; PASSOS, LEANDRO A.; PAPA, JOAO P.; ALMEIDA, JURANDY. Neural Architecture Search for Enhancing Action Video Recognition in Compressed Domains. 2024 31ST INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING, IWSSIP 2024, v. N/A, p. 7-pg., 2024-01-01. (23/03726-4, 19/07665-4, 13/07375-0, 23/14427-8)

SOUZA, BARBARA C. E.; SILVA, FILIPI N.; DE ARRUDA, HENRIQUE F.; DA SILVA, GIOVANA D.; COSTA, LUCIANO DA F.; AMANCIO, DIEGO R.. Text characterization based on recurrence networks. INFORMATION SCIENCES, v. 641, p. 15-pg., 2023-05-12. (19/07665-4, 21/01744-0, 20/06271-0, 18/10489-0, 15/22308-2)

DE SOUZA, JACKSON JOSE; FINGER, MARCELO; DE ARAUJO, JORGE ALBERTO A.; MARANHAO, JULIANO. Selecting and ranking leading cases in Brazilian Supreme Court decisions. KNOWLEDGE ENGINEERING REVIEW, v. 38, p. 18-pg., 2023-06-14. (14/12236-1, 20/06443-5, 19/07665-4)

RASERA, JULIA BOSCARIOL; DA SILVA, ROBERTO FRAY; PIEDADE, SONIA; MOURAO FILHO, FRANCISCO DE ASSIS ALVES; DELBEM, ALEXANDRE CLAUDIO BOTAZZO; SARAIVA, ANTONIO MAURO; SENTELHAS, PAULO CESAR; MARQUES, PATRICIA ANGELICA ALVES. Do Gridded Weather Datasets Provide High-Quality Data for Agroclimatic Research in Citrus Production in Brazil?. AGRIENGINEERING, v. 5, n. 2, p. 17-pg., 2023-06-01. (19/07665-4, 22/06804-3)

MARTINS, GUILHERME BRANDAO; PAPA, JOAO PAULO; DECARVALHO, BM; GONCALVES, LMG. How to proper initialize Gaussian Mixture Models with Optimum-Path Forest. 2022 35TH SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI 2022), v. N/A, p. 6-pg., 2022-01-01. (13/07375-0, 14/12236-1, 19/07665-4)

MORENO, FELIPE M.; COELHO, JEFFERSON F.; MATHIAS, MARLON S.; DE BARROS, MARCEL R.; NETTO, CAIO F. D.; DE FREITAS, LUCAS P.; DOTTORI, MARCELO; COZMAN, FABIO G.; COSTA, ANNA H. R.; GOMI, EDSON S.; et al. ECHO STATE NETWORKS FOR SURFACE CURRENT FORECASTING IN A PORT ACCESS CHANNEL. PROCEEDINGS OF ASME 2023 42ND INTERNATIONAL CONFERENCE ON OCEAN, OFFSHORE & ARCTIC ENGINEERING, OMAE2023, VOL 5, v. N/A, p. 8-pg., 2023-01-01. (19/07665-4, 20/16746-5)

LOPES, GESIEL RIOS; DELBEM, ALEXANDRE C. B.; DA SILVA, ROBERTO FRAY; BIELENKI, CLAUDIO, JR.; VANNUCCHI, SERGIO HENRIQUE; DE MATTOS, LEME; SCATOLINI, DENISE; GHIGLIENO, FILIPPO; SARAIVA, ANTONIO MAURO. MultiMaps: a tool for decision-making support in the analyzes of multiple epidemics. PROCEEDINGS OF THE 3RD ACM SIGSPATIAL INTERNATIONAL WORKSHOP ON SPATIAL COMPUTING FOR EPIDEMIOLOGY, SPATIALEPI 2022, v. N/A, p. 4-pg., 2022-01-01. (19/07665-4, 20/16578-5)

TINOS, RENATO; PRZEWOZNICZEK, MICHAL W.; WHITLEY, DARRELL; CHICANO, FRANCISCO; PAQUETE, L. Genetic Algorithm with Linkage Learning. PROCEEDINGS OF THE 2023 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, GECCO 2023, v. N/A, p. 9-pg., 2023-01-01. (19/07665-4, 21/09720-2)

CHICANO, FRANCISCO; OCHOA, GABRIELA; WHITLEY, L. DARRELL; TINOS, RENATO. Dynastic Potential Crossover Operator. EVOLUTIONARY COMPUTATION, v. 30, n. 3, p. 38-pg., 2022-09-01. (21/09720-2, 19/07665-4)

RODER, MATEUS; ALMEIDA, JURANDY; DE ROSA, GUSTAVO H.; PASSOS, LEANDRO A.; ROSSI, ANDRE L. D.; PAPA, JOAO P.; IEEE. From Actions to Events: A Transfer Learning Approach Using Improved Deep Belief Networks. 2021 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (IEEE SSCI 2021), v. N/A, p. 8-pg., 2021-01-01. (13/07375-0, 19/07825-1, 17/25908-6, 19/07665-4)

MOREIRA, THIERRY P.; SANTANA, MARCOS CLEISON S.; PASSOS, LEANDRO A.; PAPA, JOAO PAULO; DA COSTA, KELTON AUGUSTO P.; PINHO, AJ; GEORGIEVA, P; TEIXEIRA, LF; SANCHEZ, JA. An End-to-End Approach for Seam Carving Detection Using Deep Neural Networks. PATTERN RECOGNITION AND IMAGE ANALYSIS (IBPRIA 2022), v. 13256, p. 11-pg., 2022-01-01. (21/05516-1, 14/12236-1, 19/07665-4, 13/07375-0)

BRANDAO, RODRIGO; OLIVEIRA, CRISTINA; PERES, SARAJANE MARQUES; DA SILVA, LEONCIO; PAPP, MARCO; CANDIA VEIGA, JOAO PAULO; BECAK, RUBENS; CAMARGO, LAURA; XAVIER-JUNIOR, JC; RIOS, RA. Artificial Intelligence, Algorithmic Transparency and Public Policies: The Case of Facial Recognition Technologies in the Public Transportation System of Large Brazilian Municipalities. INTELLIGENT SYSTEMS, PT I, v. 13653, p. 15-pg., 2022-01-01. (19/07665-4)

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PELLICER, LUCAS FRANCISCO AMARAL OROSCO; FERREIRA, TAYNAN MAIER; COSTA, ANNA HELENA REALI. Data augmentation techniques in natural language processing. APPLIED SOFT COMPUTING, v. 132, p. 20-pg., 2023-01-01. (19/07665-4)

SANTOS, CLAUDIO F. G.; AFONSO, LUIS C. S.; PEREIRA, CLAYTON R.; PAPA, JOAO P.; DEHERRERA, AGS; GONZALEZ, AR; SANTOSH, KC; TEMESGEN, Z; KANE, B; SODA, P. BreastNet: Breast Cancer Categorization Using Convolutional Neural Networks. 2020 IEEE 33RD INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS(CBMS 2020), v. N/A, p. 6-pg., 2020-01-01. (13/07375-0, 14/12236-1, 19/07665-4)

SOARES, FILIPI MIRANDA; SARAIVA, ANTONIO MAURO; PIRES, LUIS FERREIRA; SANTOS, LUIZ OLAVO BONINO DA SILVA; MOREIRA, DILVAN DE ABREU; CORREA, FERNANDO ELIAS; BRAGHETTO, KELLY ROSA; DRUCKER, DEBORA PIGNATARI; DELBEM, ALEXANDRE CLAUDIO BOTAZZO. Exploring a Large Language Model for Transforming Taxonomic Data into OWL: Lessons Learned and Implications for Ontology Development. DATA INTELLIGENCE, v. 7, n. 2, p. 38-pg., 2025-01-01. (22/08385-8, 19/07665-4, 23/00779-0, 21/15125-0)

MATHIAS, MARLON S.; THIERSCH, CARLOS H. S.; PATITUCCI, LUCA R.; DE BARROS, MARCEL R.; MORENO, FELIPE M.; JORDAO, ARTUR; DOTTORI, MARCELO; COSTA, ANNA H. R.; GOMI, EDSON S.; TANNURI, EDUARDO A.. A NEURAL OPERATOR FOR THE ESTIMATION OF WAVE HEIGHTS FROM WIND DATA. PROCEEDINGS OF ASME 2024 43RD INTERNATIONAL CONFERENCE ON OCEAN, OFFSHORE AND ARCTIC ENGINEERING, OMAE2024, VOL 1, v. N/A, p. 9-pg., 2024-01-01. (19/07665-4, 20/16746-5)

ZANI JORGE, GERMANO ANTONIO; BEZERRA, DAVI ALVES; CASTELL, CLARISSA; SALGUEIRO PARDO, THIAGO ALEXANDRE. Evaluating State-of-the-Art Extractive Summarization Methods for Brazilian Portuguese. ADVANCES IN ARTIFICIAL INTELLIGENCE-IBERAMIA 2024, v. 15277, p. 5-pg., 2025-01-01. (19/07665-4)

CRUZ, EMERSON; COZMAN, FABIO GAGLIARDI; SOUZA, WILSON; TAKIUTI, ALBERTINA. The impact of teenage pregnancy on school dropout in Brazil: a Bayesian network approach. BMC PUBLIC HEALTH, v. 21, n. 1, OCT 13 2021. (19/07665-4)

OLIVEIRA, GUILHERME; NGO, QUOC; PASSOS, LEANDRO; JODAS, DANILO; PAPA, JOAO; KUMAR, DINESH. Facial Expression Analysis in Parkinsons's Disease Using Machine Learning: A Review. ACM COMPUTING SURVEYS, v. 57, n. 8, p. 25-pg., 2025-08-01. (23/10823-6, 23/14197-2, 13/07375-0, 19/07665-4, 18/15597-6, 19/02205-5, 19/00585-5, 14/12236-1)

PIRES, RAFAEL GONCALVES; PEREIRA, CLAYTON REGINALDO; PENEDO, TIAGO; PAPA, JOAO PAULO; RODER, MATEUS; BARBIERI, FABIO AUGUSTO. Assessing Levodopa Effectiveness in Parkison's Disease During Gait Using Electroencephalogram and Machine Learning. 2024 31ST INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING, IWSSIP 2024, v. N/A, p. 5-pg., 2024-01-01. (18/03448-6, 17/19516-8, 22/02971-2, 23/14427-8, 19/07665-4, 13/07375-0)

CRIVELARO, MATHEUS GOES; RODRIGUES, DOUGLAS; GIFALLI, ANDRE; PAPA, JOAO PAULO; GONZALES, CARLOS GUILHERME; DE SOUZA, ANDRE NUNES; DA SILVA, GUSTAVO VINICIUS; SILVEIRA NETO, ERASMO. Denoising Autoencoder for Partial Discharge Identification in Instrument Transformers. 2024 31ST INTERNATIONAL CONFERENCE ON SYSTEMS, SIGNALS AND IMAGE PROCESSING, IWSSIP 2024, v. N/A, p. 7-pg., 2024-01-01. (23/03726-4, 19/07665-4, 13/07375-0, 23/14427-8)

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MATHIAS, MARLON S.; NETTO, CAIO F. D.; MORENO, FELIPE M.; COELHO, JEFFERSON F.; DE FREITAS, LUCAS P.; DE BARROS, MARCEL R.; DE MELLO, PEDRO C.; DOTTORI, MARCELO; COZMAN, FABIO G.; COSTA, ANNA H. R.; et al. A Physics-Informed Neural Operator for the Simulation of Surface Waves. JOURNAL OF OFFSHORE MECHANICS AND ARCTIC ENGINEERING-TRANSACTIONS OF THE ASME, v. 146, n. 6, p. 10-pg., 2024-12-01. (19/07665-4, 20/16746-5)

MORAES, LEONARDO; MARCACINI, RICARDO MARCONDES; GOULARTE, RUDINEI. Video Summarization using Text Subjectivity Classification. PROCEEDINGS OF THE 28TH BRAZILIAN SYMPOSIUM ON MULTIMEDIA AND THE WEB, WEBMEDIA 2022, v. N/A, p. 9-pg., 2022-01-01. (19/07665-4)

NASCIMENTO ROCHA, VICTOR HUGO; SILVEIRA, IGOR CATANEO; PIROZELLI, PAULO; MAUA, DENIS DERATANI; COZMAN, FABIO GAGLIARDI. Assessing Good, Bad and Ugly Arguments Generated by ChatGPT: a New Dataset, its Methodology and Associated Tasks. PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2023, PT I, v. 14115, p. 13-pg., 2023-01-01. (19/07665-4, 22/02937-9, 19/26762-0)

JODAS, DANILO SAMUEL; BRAZOLIN, SERGIO; VELASCO, GIULIANA DEL NERO; DE LIMA, REINALDO ARAUJO; YOJO, TAKASHI; PAPA, JOAO PAULO. Urban tree failure probability prediction based on dendrometric aspects and machine learning models. COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, v. 108, p. 16-pg., 2024-01-19. (19/18287-0, 14/12236-1, 23/14427-8, 19/07665-4, 13/07375-0)

RUSCHEL, ANDREY; GUSMAO, ARTHUR COLOMBINI; COZMAN, FABIO GAGLIARDI. Explaining answers generated by knowledge graph embeddings. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, v. 171, p. 25-pg., 2024-06-13. (19/07665-4, 17/19007-6)

DE SOUZA, MARIANA CARAVANTI; GOLO, MARCOS PAULO SILVA; JORGE, ALIPIO MARIO GUEDES; DE AMORIM, EVELIN CARVALHO FREIRE; CAMPOS, RICARDO NUNO TABORDA; MARCACINI, RICARDO MARCONDES; REZENDE, SOLANGE OLIVEIRA. Keywords attention for fake news detection using few positive labels. INFORMATION SCIENCES, v. 663, p. 23-pg., 2024-02-14. (19/07665-4, 19/25010-5)

DE SOUSA, GUSTAVO JOSE; GUIMARAES PEDRONETTE, DANIEL CARLOS; PAPA, JOAO PAULO; GUILHERME, IVAN RIZZO. SMS Spam Detection Through Skip-gram Embeddings and Shallow Networks. FINDINGS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, ACL-IJCNLP 2021, v. N/A, p. 9-pg., 2021-01-01. (19/07665-4, 18/15597-6)

COZMAN, FABIO GAGLIARDI. Markov Conditions and Factorization in Logical Credal Networks. NEURIPS WORKSHOPS, 2020, v. 215, p. 11-pg., 2023-01-01. (19/07665-4)

MATHIAS, MARLON S.; NETTO, CAIO F. D.; MORENO, FELIPE M.; COELHO, JEFFERSON F.; DE FREITAS, LUCAS P.; DE BARROS, MARCEL R.; DE MELLO, PEDRO C.; DOTTORI, MARCELO; COZMAN, FABIO G.; COSTA, ANNA H. R.; et al. A PHYSICS-INFORMED NEURAL OPERATOR FOR THE SIMULATION OF SURFACE WAVES. PROCEEDINGS OF ASME 2023 42ND INTERNATIONAL CONFERENCE ON OCEAN, OFFSHORE & ARCTIC ENGINEERING, OMAE2023, VOL 7, v. N/A, p. 10-pg., 2023-01-01. (19/07665-4, 20/16746-5)

LIGABUE, PEDRO DE MORAES; BRANDAO, ANAROSA ALVES FRANCO; PERES, SARAJANE MARQUES; COZMAN, FABIO GAGLIARDI; PIROZELLI, PAULO. Applying a Context-based Method to Build a Knowledge Graph for the Blue Amazon. DATA INTELLIGENCE, v. 6, n. 1, p. 40-pg., 2024-02-01. (19/07665-4)

COUTO, MATHEUS L.; MENEZES, PEDRO H. C.; REINHOLD, OLAF; MARCACINI, RICARDO; JACOB JUNIOR, ANTONIO F. L.; LOBATO, FABIO M. F.. Complaint Analysis in Fintech Domain: A Case Study in Brazilian Brokerage Firms. 2024 IEEE/WIC INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY, WI-IAT, v. N/A, p. 6-pg., 2024-01-01. (19/07665-4, 23/10100-4)

OLIVEIRA, GUILHERME C.; ROSA, GUSTAVO H.; PEDRONETTE, DANIEL C. G.; PAPA, JOAO P.; KUMAR, HIMEESH; PASSOS, LEANDRO A.; KUMAR, DINESH. Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization. Biomedical Signal Processing and Control, v. 94, p. 9-pg., 2024-04-03. (19/02205-5, 19/00585-5, 23/10823-6, 14/12236-1, 18/15597-6, 19/07665-4, 13/07375-0)

VALEJO, ALAN DEMETRIUS BARIA; FABBRI, RENATO; LOPES, ALNEU DE ANDRADE; ZHAO, LIANG; DE OLIVEIRA, MARIA CRISTINA FERREIRA. Multilevel Coarsening for Interactive Visualization of Large Bipartite Networks. FRONTIERS IN RESEARCH METRICS AND ANALYTICS, v. 7, p. 18-pg., 2022-06-16. (19/07665-4, 19/14429-5, 15/50122-0, 17/05838-3, 18/22214-6, 13/07375-0)

PRETO, SANDRO; FINGER, MARCELO. Regional, Lattice and Logical Representations of Neural Networks. ELECTRONIC PROCEEDINGS IN THEORETICAL COMPUTER SCIENCE, v. N/A, n. 421, p. 153-pg., 2025-01-01. (19/07665-4, 21/03117-2, 14/12236-1, 15/21880-4)

PINHANEZ, CLAUDIO S.; CAVALIN, PAULO; VASCONCELOS, MARISA; NOGIMA, JULIO. Balancing Social Impact, Opportunities, and Ethical Constraints of Using AI in the Documentation and Vitalization of Indigenous Languages. PROCEEDINGS OF THE THIRTY-SECOND INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, IJCAI 2023, v. N/A, p. 9-pg., 2023-01-01. (19/07665-4)

DE ROSA, GUSTAVO H.; RODER, MATEUS; PAPA, JOAO P.. Fine-Tuning Dropout Regularization in Energy-Based Deep Learning. PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS, COMPUTER VISION, AND APPLICATIONS, CIARP 2021, v. 12702, p. 10-pg., 2021-01-01. (19/02205-5, 14/12236-1, 17/25908-6, 19/07665-4, 13/07375-0, 19/07825-1)

CAETANO, HENRIQUE O.; DESUO, N. LUIZ; FOGLIATTO, MATHEUS S. S.; MACIEL, CARLOS D.. Resilience assessment of critical infrastructures using dynamic Bayesian networks and evidence propagation. RELIABILITY ENGINEERING & SYSTEM SAFETY, v. 241, p. 22-pg., 2023-09-29. (19/07665-4, 14/50851-0, 21/12220-1)

MAUA, DENIS DERATANI; COZMAN, FABIO GAGLIARDI. Specifying Credal Sets With Probabilistic Answer Set Programming. NEURIPS WORKSHOPS, 2020, v. 215, p. 12-pg., 2023-01-01. (19/07665-4, 22/02937-9)

DE OLIVEIRA, CRISTINA GODOY B.; COZMAN, FABIO G.; VEIGA, JOAO PAULO C.. This hot AI summer will impact Brazil's democracy. NATURE HUMAN BEHAVIOUR, v. N/A, p. 3-pg., 2023-11-20. (19/07665-4)

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