BI0S - Brazilian Institute of Data Science

• Grant number: 20/09838-0
• Support Opportunities: Research Grants - Applied Research Centers Program
• Start date: September 01, 2023
• End date: August 31, 2028
• Field of knowledge: Interdisciplinary Subjects
• Agreement: MCTI/MC
• Principal Investigator: João Marcos Travassos Romano
• Grantee: João Marcos Travassos Romano
• Host Institution: Faculdade de Engenharia Elétrica e de Computação (FEEC). Universidade Estadual de Campinas (UNICAMP). Campinas , SP, Brazil
• City of the host institution: Campinas
• Company: IBM Brasil - Indústria, Máquinas e Serviços Ltda
• Company city: Rio de Janeiro
• Principal investigators: Alexandre Gori Maia ; Álvaro de Oliveira D'Antona ; Claudia Regina Castellanos Pfeiffer ; Henrique Nogueira de Sá Earp ; Jorge Moreira de Souza ; Jurandir Zullo Junior ; Konradin Metze ; Leonardo Tomazeli Duarte ; Niro Higuchi ; Peter Sussner ; Renato Machado ; Ricardo Suyama ; Romis Ribeiro de Faissol Attux ; Rosangela Ballini ; Sueli Irene Rodrigues Costa
• Associated researchers: Alberto Paradisi ; Aline de Oliveira Neves Panazio ; Ana Estela Antunes da Silva ; Ana Paula Romani ; André Kazuo Takahata ; Andrei Carvalho Sposito ; Angel Pontin Garcia ; Angela Christina Lucas ; Barbara Janet Teruel Mederos ; Bartolomeu Ferreira Uchoa Filho ; Benilton de Sá Carvalho ; Betania Silva Carneiro Campello ; Breno Bernard Nicolau de França ; Bruno Sanches Masiero ; Carlos Alberto Oliveira de Freitas ; Celsa da Silva Moura Souza ; Cesar Cabello dos Santos ; Claudia Teixeira Alves Affonso ; Claudio José Bordin Júnior ; Cristiano Torezzan ; Daniel Albiero ; Denis Gustavo Fantinato ; Diego Jair Vicentin ; Dimas Irion Alves ; Edson Amaro Junior ; Eduardo Alves Do Valle Junior ; Erich Vinicius de Paula ; Estevão Esmi Laureano ; Eulanda Miranda dos Santos ; Everton Emanuel Campos de Lima ; Fábio Maia Bertato ; Felix Dieter Antreich ; Filipe de Oliveira Costa ; Filipe Ieda Fazanaro ; Giovanni Moura de Holanda ; Gleyce Kelly Dantas Araújo Figueiredo ; Guilherme Dean Pelegrina ; Guilherme Palermo Coelho ; Harki Tanaka ; Hugo Enrique Hernández Figueroa ; Igor Gadelha Pereira ; Ivette Raymunda Luna Huamaní ; Joao Batista Florindo ; João Eloir Strapasson ; João Frederico da Costa Azevedo Meyer ; Joao Marcos Bastos Cavalcanti ; João Paulo Dias de Souza ; José Guilherme Cecatti ; José Luiz de Souza Pio ; Juan Gabriel Colonna ; Júlio César Teixeira ; Kelson Mota Teixeira de Oliveira ; Kenji Nose Filho ; Leandro Russovski Tessler ; Leonardo Abdala Elias ; Leonardo Henrique de Melo Leite ; Leticia Rittner ; Levy Boccato ; Lucas Carvalho Cordeiro ; Luís Otávio Zanatta Sarian ; Luiz Henrique Antunes Rodrigues ; Manish Sharma ; Marcelo da Silva Pinho ; Marcelo Gomes da Silva Bruno ; Marcelo Pereira da Cunha ; Marcos Augusto Bastos Dias ; Marcos Medeiros Raimundo ; Marcos Nakamura Pereira ; Marcos Ricardo Omena de Albuquerque Maximo ; Marcos Vanine Portilho de Nader ; Marcus Henrique Victor Júnior ; Maria Gorete Valus ; Maria Letícia Cintra ; Marta Rettelbusch de Bastos ; Mônica Mitiko Soares Matsumoto ; Murilo Bellezoni Loiola ; Paula Dornhofer Paro Costa ; Priscila Cristina Berbert Rampazzo ; Priscila Pereira Coltri ; Priscyla Waleska Targino de Azevedo Simões ; Rafael Ferrari ; Raimundo da Silva Barreto ; Renata Pelissari Infante ; Renata Ribeiro Do Valle Gonçalves ; Renato da Rocha Lopes ; Renato Passini Júnior ; Rodolfo de Carvalho Pacagnella ; Rodrigo Lanna Franco da Silveira ; Rosa Maria Soares Madeira Domingues ; Rosiane de Freitas Rodrigues ; Sandra Eliza Fontes de Avila ; Sarah Negreiros de Carvalho Leite ; Sergio San Juan Dertkigil ; Simone Pallone de Figueiredo ; Sophie Françoise Mauricette Derchain ; Thais Queiroz Zorzeto Cesar ; Tiago Fernandes Tavares ; Vandermi João da Silva ; Victor Mendonca de Azevedo ; Washington Alves de Oliveira ; Weiler Alves Finamore
• Associated research grant(s): 25/17276-6 - Community Morphology in Conservation Units in the Lower Rio Negro, Amazonas: Incipient Urbanization within the Regional Framework of Extensive Urbanization, AP.R; 25/07314-8 - Discussion and Planning for the Establishment of Research Cooperation on Methods for Wireless Communications with Reconfigurable Intelligent Surfaces, AV.EXT; 25/07877-2 - 2025 IEEE International Conference on Fuzzy Systems, AR.EXT; + associated grants 25/03509-9 - 10th Science and Technology Studies (STS) Italia Conference, AR.EXT; 24/08032-3 - EUSIPCO 2024 - 32nd European Signal Processing Conference, AR.EXT; 23/05154-8 - XVII Congress of the European Association of Agricultural Economists (EAAE), AR.EXT; 23/02283-1 - 48th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023), AR.EXT; 23/00749-3 - 97th Annual Conference of The Agricultural Economics Society, AR.EXT; 22/14386-7 - Sum Product Algorithm for Machine Learning, AV.BR; 22/05230-3 - 2022 North American Fuzzy Information Processing Society Conference NAFIPS'2022, AR.EXT - associated grants
• Associated scholarship(s): 25/22940-2 - Methods for Efficient Coding in Communications and Applications in Machine Learning, BP.PD; 24/18994-7 - Generating and approximating special geometries with machine learning, BP.PD; 25/21641-1 - An introduction to lattices, distance between distributions and applications in communications and machine learning., BP.IC; + associated scholarships 25/18901-1 - Scientific Journalism for Climate and Agriculture: Communication Strategies for the BI0S Agro Track, BP.JC; 25/16436-0 - EDUCATION AND SCIENTIFIC DISSEMINATION TO PROMOTE CITIZEN SCIENCE IN TACKLING THE CLIMATE EMERGENCY., BP.PD; 25/11426-6 - Lattice Coding for Efficient and Secure Communication Applications, BP.DR; 25/07333-2 - Study of Multitask Learning Techniques for Electroencephalographic Signal Processing in the Motor Imagery Paradigm, BP.IC; 25/12174-0 - Deep Learning for Nonlinear Blind Source Separation, BP.IC; 25/10180-3 - Education Quality and Economic Growth: An Empirical Analysis in Brazilian Municipalities, BP.IC; 25/10862-7 - Assessment and prediction of the impact of climate change on maternal and perinatal health using data science and AI methodologies., BP.PD; 24/07285-5 - Application of Fuzzy Rule-Based Systems for Diagnosis of Autism Spectrum Disorder, BP.IC; 25/06583-5 - Transfer Learning Through Maximum Classification Discrepancy for EEG Signal Processing in the Motor Imagery Paradigm, BP.IC; 25/03022-2 - Towards a Physiologically Informed Machine-Learning Approach to Estimate Hand Kinematics in a Human-Machine Interface Based on High-Density Myoelectric Signals, BP.DR; 25/03492-9 - Estimation of the Quality of Service Index (QoSI) and Assessment of the Relationship between QoSI and Infrastructure Capacity in Mobile Communications, BP.PD; 25/05905-9 - Irrigated Agrovoltaic System Using Multivariate Intelligent Control Techniques, BP.PD; 24/22948-0 - Improving topological performance of automated airway segmentation for longitudinal assessment of the airway tree, BP.MS; 24/23830-3 - Development of blind source separation methods adapted to the adiabatic quantum computing paradigm, BP.MS; 25/03426-6 - Bridging Nonlinear Dynamics and Neural Networks for EEG-Based Brain Signal Analysis., BP.MS; 25/00568-4 - Comparison of Search Accuracy for Bibliographic Data Among Different Large Language Models in Medicine, BP.IC; 24/13098-3 - FACE: Facial Animation with Dynamic Contextual Emotions, BP.MS; 24/22031-0 - Nutritional economics in Brazil: how the demographic transition affects dietary patterns, BP.DR; 24/18584-3 - OPERATIONALIZING THE CONCEPT OF ENVIRONMENTAL JUSTICE: A MULTIDIMENSIONAL INDEX FOR SÃO PAULO MUNICIPALITIES, BP.DR; 24/22151-5 - Agent-Based Models and Artificial Intelligence: An Approach for Analyzing the Socioeconomic Impacts of Climate Change, BP.PD; 24/10715-1 - Pattern Recognition of Electrocardiogram Signals through Deep Learning and Recurrence Analysis, BP.MS; 24/08388-2 - Deep Learning Techniques Applied to Filter Array Adjustment in Single-Shot Cameras for Multispectral and Hyperspectral Images, BP.IC; 24/07783-5 - Study of Interpretable Deep Neural Networks in Brain-Computer Interfaces, BP.IC; 24/00653-9 - Artificial Intelligence For All, BP.JC; 24/00682-9 - Artificial Intelligence for all., BP.JC; 23/13300-4 - Deep and Transfer Learning with Riemannian Geometry for EEG Signal Analysis, BP.DR; 23/00049-1 - Cross-Dataset Motor Imagery Classification with Deep Learning and Riemannian Geometry, BP.DR; 23/03449-0 - Investigations on the Construction and Number of Linear Extensions of the Marginal Order on the Class of Subintervals of Any Finite Chain, BP.IC; 22/00196-1 - Fuzzy differential equations with interactive derivatives on time scales, BP.PD - associated scholarships

Abstract

The Brazilian Institute of Data Science (BI0S) is a research center with the main purpose to develop state-of-the-art solutions in data science and artificial intelligence (AI), solving relevant problems and connecting academia, companies, startups, society and the public sector in an integrated innovation ecosystem. It will contribute to scientific, technological and social development, addressing problems that originate in multi-stakeholder interactions. Moreover, BI0S will foster entrepreneurship and startup culture, which will help bring its ideas to the market. It will also promote initiatives for the dissemination of knowledge on data science and AI, aiming at attracting young talents from high school and early college years, as well as providing continuous education opportunities for professionals. At first, BI0S will focus on two strategic areas: Health and Agriculture. On the Health track, BI0S will tackle problems associated with the health of women at various age groups. The main questions are related to maternal and neonatal death and the early mortality of women due to preventable and potentially curable diseases, such as colon and breast cancer. Other problems of interest include the development of AI tools for medical diagnostics and drug development. On the Agro trail, the main objective is to increase the availability and quality of information to assist decision making at various levels. At the local level of individual farmers, BI0S will develop solutions for precision agriculture. At regional and global scales, BI0S will address central problems such as the impacts of climate change on national agriculture. BI0S will also develop AI methods applied to resource optimization and productivity gains, along with industry-environment sustainable integration. In addition to the Health and Agro tracks, BI0S has a Method track that supports the Health and Agro applications with state-of-the-art and novel tools from artificial intelligence. Finally, BI0S will leverage its members' expertise towards transversal problems of great interest, which lie at the interface between the Health and Agro tracks, eg. the relations between a given farming strategy and its effects on human health. (AU)

Scientific publications

(82)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

SHAHIDI, M.; ESMI, E.; BARROS, L. C.. A study on fuzzy Volterra integral equations for S-correlated fuzzy processes on time scales. FUZZY SETS AND SYSTEMS, v. 471, p. 24-pg., 2023-09-04. (22/00196-1, 20/09838-0)

DA SILVA, DOUGLAS LOPES; MACHADO, RENATO; COUTINHO, OLYMPIO L.; ANTREICH, FELIX. A Soft-Kill Reinforcement Learning Counter Unmanned Aerial System (C-UAS) With Accelerated Training. IEEE ACCESS, v. 11, p. 12-pg., 2023-01-01. (20/09838-0)

CORREA, GUILHERME LIMA; CAMPELLO, BETANIA SILVA CARNEIRO; DUARTE, LEONARDO TOMAZELI. Multi-criteria Decision Analysis as a tool for post-processing bias mitigation in machine learning algorithms. COMPUTERS & INDUSTRIAL ENGINEERING, v. 210, p. 13-pg., 2025-12-25. (24/03045-0, 20/09838-0)

SOUZA, JULIANA G. F.; COSTA, SUELI I. R.; LING, CONG. Multilevel Lattice Codes From Hurwitz Quaternion Integers. IEEE TRANSACTIONS ON INFORMATION THEORY, v. 71, n. 11, p. 14-pg., 2025-11-01. (20/09838-0)

CAMPELLO, BETANIA SILVA CARNEIRO; BENAMOR, SARAH; DUARTE, LEONARDO TOMAZELI; ROMANO, JOAO MARCOS TRAVASSOS. Improving preference disaggregation in multicriteria decision making: Incorporating time series analysis and a multi-objective approach. INFORMATION SCIENCES, v. 700, p. 20-pg., 2025-01-08. (20/09838-0, 24/03045-0)

CHAVES, LEVY; BISSOTO, ALCEU; VALLE, EDUARDO; AVILA, SANDRA. The Performance of Transferability Metrics Does Not Translate to Medical Tasks. DOMAIN ADAPTATION AND REPRESENTATION TRANSFER, DART 2023, v. 14293, p. 10-pg., 2024-01-01. (13/08293-7, 20/09838-0, 22/09606-8, 19/19619-7)

CAMPELLO, BETANIA; DUARTE, LEONARDO TOMAZELI. Integrating Tensor-Based Data Analytics and Adaptive Prediction for Informed Decision-Making Support. INTELLIGENT SYSTEMS, BRACIS 2024, PT III, v. 15414, p. 11-pg., 2025-01-01. (24/03045-0, 20/09838-0)

BISSOTO, ALCEU; BARATA, CATARINA; VALLE, EDUARDO; AVILA, SANDRA. Test-Time Selection for Robust Skin Lesion Analysis. MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION, MICCAI 2023 WORKSHOPS, v. 14393, p. 10-pg., 2023-01-01. (13/08293-7, 19/19619-7, 22/09606-8, 20/09838-0)

MAIA, ALEXANDRE GORI; MARTINEZ, JOSE DANIEL MORALES; MARTELETO, LETICIA JUNQUEIRA; RODRIGUES, CRISTINA GUIMARAES; SERENO, LUIZ GUSTAVO. Can the Content of Social Networks Explain Epidemic Outbreaks?. POPULATION RESEARCH AND POLICY REVIEW, v. 42, n. 1, p. 34-pg., 2023-02-01. (20/09838-0)

LOPES, MICHELE MARTINS; SANTO PEDRO, FRANCIELLE; LAIATE, BEATRIZ; ESMI, ESTEVAO; BARROS, LAECIO CARVALHO; DICK, S; KREINOVICH, V; LINGRAS, P. A Note on Caputo Fractional Derivative in the Space of Linearly Correlated Fuzzy Numbers. APPLICATIONS OF FUZZY TECHNIQUES, NAFIPS 2022, v. 500, p. 12-pg., 2023-01-01. (20/09838-0)

VALOIS, PEDRO H. V.; MACEDO, JOAO; RIBEIRO, LEO S. F.; DOS SANTOS, JEFERSSON A.; AVILA, SANDRA. Leveraging self-supervised learning for scene classification in child sexual abuse imagery. FORENSIC SCIENCE INTERNATIONAL-DIGITAL INVESTIGATION, v. 53, p. 11-pg., 2025-06-01. (23/12086-9, 22/14690-8, 20/09838-0, 13/08293-7)

PELEGRINA, GUILHERME DEAN; COUCEIRO, MIGUEL; DUARTE, LEONARDO TOMAZELI. A preprocessing Shapley value-based approach to detect relevant and disparity prone features in machine learning. PROCEEDINGS OF THE 2024 ACM CONFERENCE ON FAIRNESS, ACCOUNTABILITY, AND TRANSPARENCY, ACM FACCT 2024, v. N/A, p. 11-pg., 2024-01-01. (21/11086-0, 20/10572-5, 20/09838-0)

DOS SANTOS, CAIO; BARTMEYER, PETRA M.; TRINDADE, FERNANDA C. L.; LYRA, CHRISTIANO. Optimized Allocation of Fault Transmitters for Improving the Recloser-Fuse Coordination. IEEE Transactions on Power Systems, v. 38, n. 6, p. 12-pg., 2023-11-01. (16/08645-9, 20/13578-4, 20/09838-0, 21/11380-5)

DA COSTA, NAZARETH; ATTUX, ROMIS; CICHOCKI, ANDRZEJ; ROMANO, JOAO M. T.. Tensor-Train networks for learning predictive modeling of multidimensional data. Neurocomputing, v. 637, p. 22-pg., 2025-07-07. (14/23936-4, 20/09838-0)

GOMEZ SANCHEZ, JOHSAC ISBAC; INOFUENTE COLQUE, KEVIN ADIER; DE MENEZES MARTINS MARQUES, LEONARDO BOULITREAU; PARO COSTA, PAULA DORNHOFER; TONOLI, RODOLFO LUIS. Benchmarking Speech-Driven Gesture Generation Models for Generalization to Unseen Voices and Noisy Environments. COMPANION PUBLICATION OF THE 26TH INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, ICMI 2024 COMPANION, v. N/A, p. 5-pg., 2024-01-01. (20/09838-0)

MACIEL, LEANDRO; BALLINI, ROSANGELA; GOMIDE, FERNANDO. Adaptive Fuzzy Modeling and Forecasting of Financial Time Series. 2024 IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE FOR FINANCIAL ENGINEERING AND ECONOMICS, CIFER 2024, v. N/A, p. 7-pg., 2024-01-01. (20/09838-0)

TONOLI, RODOLFO LUIS; PARO COSTA, PAULA DORNHOFER; DE MENEZES MARTINS MARQUES, LEONARDO BOULITREAU; UEDA, LUCAS HIDEKI. Gesture Area Coverage to Assess Gesture Expressiveness and Human-Likeness. COMPANION PUBLICATION OF THE 26TH INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, ICMI 2024 COMPANION, v. N/A, p. 5-pg., 2024-01-01. (20/09838-0)

MACIEL, LEANDRO; BALLINI, ROSANGELA; GOMIDE, FERNANDO. Adaptive Fuzzy Level Set Streamflow Modeling and Forecasting. INFORMATION PROCESSING AND MANAGEMENT OF UNCERTAINTY IN KNOWLEDGE-BASED SYSTEMS, IPMU 2024, VOL 3, v. 1176, p. 10-pg., 2025-01-01. (20/09838-0)

JOSE, RAFAEL VINICIUS DE SAO; MARTINS, LETICIA LOPES; COLTRI, PRISCILA PEREIRA; STEINKE, ERCILIA TORRES; GRECO, ROBERTO. Performance of meteorological data for drought monitoring in areas of the Brazilian Semi-Arid. THEORETICAL AND APPLIED CLIMATOLOGY, v. 156, n. 4, p. 15-pg., 2025-04-01. (20/09838-0)

DOS SANTOS, FRANCISCO ALVES; LIMA, RENEE RODRIGUES; ALVES, JERSON LEITE; MISTURINI, DAVI WANDERLEY; FLORINDO, JOAO B.. Reservoir computing and non-linear dynamics for time series analysis: An application in the financial market. PHYSICA D-NONLINEAR PHENOMENA, v. 476, p. 13-pg., 2025-05-01. (20/09838-0)

SILVA, PAULO R. P.; BRUNO, MARCELO G. S.; MORAES, ALISON O.. Cooperative Localization under Ionospheric Scintillation Events. EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, v. 2024, n. 1, p. 24-pg., 2024-05-15. (20/09838-0, 17/50115-0)

DOS SANTOS, CAIO; ANDRADE, JOSE C. G.; OLIVEIRA, WASHINGTON A.; LYRA, CHRISTIANO. Optimal allocation of fast charging stations for large-scale transportation systems. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, v. 62, n. 14, p. 21-pg., 2023-11-21. (16/08645-9, 20/13578-4, 20/09838-0)

PEROTONI, MARCELO B.; FERREIRA, LINCOLN; SANTOS, KENEDY MARCONI; RIBEIRO, LUCAS DOS S.; ALMEIDA, DANILO BRITO. Detection of Through-Wall Human Movement Using Ultra-Wideband Radar Technology: An Experimental Study. 2023 SBMO/IEEE MTT-S INTERNATIONAL MICROWAVE AND OPTOELECTRONICS CONFERENCE, IMOC, v. N/A, p. 3-pg., 2023-01-01. (19/12268-4, 20/09838-0)

OTA, CRISTINA TERUKO; FIOROTTO, DIEGO JACINTO; GHIDINI, CARLA TAVIANE LUCKE DA SILVA; DE OLIVEIRA, WASHINGTON ALVES. A flow-based model for the multivehicle covering tour problem with route balancing. International Transactions in Operational Research, v. 31, n. 5, p. 26-pg., 2023-11-06. (21/09386-5, 20/09838-0, 22/05803-3)

RAMOS, LUCAS P.; ALVES, DIMAS I.; DUARTE, LEONARDO T.; PETTERSSON, MATS I.; MACHADO, RENATO. Robust Principal Component Analysis Techniques for Ground Scene Estimation in SAR Imagery. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v. 16, p. 14-pg., 2023-01-01. (20/09838-0)

PELEGRINA, GUILHERME DEAN; COUCEIRO, MIGUEL; TOREZZAN, CRISTIANO; DUARTE, LEONARDO TOMAZELI. Game-theoretic extensions of logistic regression. THEORY AND DECISION, v. N/A, p. 25-pg., 2025-07-18. (20/10572-5, 20/09838-0, 21/11086-0)

SHAHIDI, M.; ESMI, E.; ALLAHVIRANLOO, T.; GEORGIEV, S.. Study of fuzzy fractional dynamic equations on time scales for S-correlated fuzzy functions. IRANIAN JOURNAL OF FUZZY SYSTEMS, v. 22, n. 5, p. 15-pg., 2025-09-01. (22/00196-1, 20/09838-0)

BORDIN, CLAUDIO J., JR.; BRUNO, MARCELO G. S.. Distributed Diffusion-Based Manifold Particle Filters for Orientation Estimation. 32ND EUROPEAN SIGNAL PROCESSING CONFERENCE, EUSIPCO 2024, v. N/A, p. 5-pg., 2024-01-01. (20/09838-0)

SHAHIDI, M.; BARROS, L. C.; ESMI, E.. Linear fuzzy partial differential equations for..-linearly correlated fuzzy processes. INFORMATION SCIENCES, v. 691, p. 17-pg., 2024-11-13. (20/09838-0, 22/00196-1)

GUEDES, WALEF PENA; FERREIRA, DENISE HELENA LOMBARDO; BRANCHI, BRUNA ANGELA. Proposal for an integrated model to assess municipal efficiency in managing sanitation and water risks. ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY, v. N/A, p. 42-pg., 2025-09-11. (20/09838-0, 24/18584-3)

COELHO, THAMIRIS; FERRAZ RIBEIRO, LEO SAMPAIO; MACEDO, JOAO; DOS SANTOS, JEFERSSON A.; AVILA, SANDRA. Minimizing Risk Through Minimizing Model-Data Interaction: A Protocol For Relying on Proxy Tasks When Designing Child Sexual Abuse Imagery Detection Models. PROCEEDINGS OF THE 2025 ACM CONFERENCE ON FAIRNESS, ACCOUNTABILITY, AND TRANSPARENCY, ACM FACCT 2025, v. N/A, p. 11-pg., 2025-01-01. (23/12086-9, 20/09838-0, 22/14690-8, 13/08293-7)

GRILO, MARCELO; MORAES, CAROLINE P. A.; COELHO, BRUNO F. OLIVEIRA; MASSARANDUBA, ANA BEATRIZ R.; FANTINATO, DENIS; RAMOS, RODRIGO P.; NEVES, ALINE. Artifact removal for emotion recognition using mutual information and Epanechnikov kernel. Biomedical Signal Processing and Control, v. 83, p. 8-pg., 2023-02-20. (20/10014-2, 18/17678-3, 20/09838-0)

DA COSTA, ROMULO FERNANDES; DE MEDEIROS, DIEGO DA SILVA; SAOTOME, OSAMU; MACHADO, RENATO. A CFAR-like detector based on neural network for simulated high-frequency surface wave radar data. IET RADAR SONAR AND NAVIGATION, v. 17, n. 5, p. 17-pg., 2023-03-29. (20/09838-0)

SUSSNER, PETER; ALENCAR, TIAGO DA SILVA; DICK, S; KREINOVICH, V; LINGRAS, P. Generating Interval Type-2 Fuzzy Inputs from Smoothed Data for Fuzzy Rule-Based Systems. APPLICATIONS OF FUZZY TECHNIQUES, NAFIPS 2022, v. 500, p. 12-pg., 2023-01-01. (20/09838-0)

MEDEIROS, DIEGO SILVA; ALMEIDA GARCIA, FERNANDO DARIO; MACHADO, RENATO; SANTOS FILHO, JOSE CANDIDO S.; SAOTOME, OSAMU. CA-CFAR Performance in K-Distributed Sea Clutter With Fully Correlated Texture. IEEE Geoscience and Remote Sensing Letters, v. 20, p. 5-pg., 2023-01-01. (21/03923-9, 20/09838-0)

VOIGT, GUSTAVO HENRIQUE MITTMANN; ALVES, DIMAS IRION; MUELLER, CRISTIAN; MACHADO, RENATO; RAMOS, LUCAS PEDROSO; VU, VIET THUY; PETTERSSON, MATS I.. A Statistical Analysis for Intensity Wavelength-Resolution SAR Difference Images. REMOTE SENSING, v. 15, n. 9, p. 18-pg., 2023-05-04. (20/09838-0)

NOSE-FILHO, KENJI; LOPES, RENATO; BROTTO, RENAN D. B.; SENNA, THONIA C.; ROMANO, JOAO M. T.. Algorithms for Sparse Multichannel Blind Deconvolution. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 61, p. 7-pg., 2023-01-01. (19/20899-4, 20/09838-0)

MACHADO, RAFAELA HELOISA CARVALHO; CONCEICAO, SAMUEL VIEIRA; PELISSARI, RENATA; AMOR, SARAH BEN; RESENDE, THIAGO LOMBARDI. A multiple criteria framework to assess learning methodologies. THINKING SKILLS AND CREATIVITY, v. 48, p. 13-pg., 2023-04-23. (20/09838-0)

CAETANO, CARLOS; DOS SANTOS, GABRIEL O.; PETRUCCI, CAIO; BARROS, ARTUR; LARANJEIRA, CAMILA; FERRAZ RIBEIRO, LEO SAMPAIO; DE MENDONCA, JULIA FERNANDES; DOS SANTOS, JEFERSSON A.; AVILA, SANDRA. Neglected Risks: The Disturbing Reality of Children's Images in Datasets and the Urgent Call for Accountability. PROCEEDINGS OF THE 2025 ACM CONFERENCE ON FAIRNESS, ACCOUNTABILITY, AND TRANSPARENCY, ACM FACCT 2025, v. N/A, p. 12-pg., 2025-01-01. (22/14690-8, 24/01210-3, 13/08293-7, 20/09838-0, 23/12086-9, 24/09375-1, 24/07969-1, 24/09372-2)

METZE, KONRADIN; MORANDIN-REIS, ROSANA C.; REIS, MARIA FERNANDA DE AVILA; FAGO, MATHEUS DA SILVA; FLORINDO, JOAO B.. Misinformation, false positives and delegation of tasks - Large Language Models should not be used for the detection of retracted literature - A study of 21 Chatbots. JOURNAL OF CLINICAL ANESTHESIA, v. 107, p. 5-pg., 2025-11-01. (25/03746-0, 24/01245-1, 20/09838-0, 25/00568-4)

SUSSNER, PETER. Complete Lattices as Frameworks for Interval and General Type-2 Fuzzy Inference Systems. IEEE TRANSACTIONS ON FUZZY SYSTEMS, v. 33, n. 9, p. 15-pg., 2025-09-01. (20/09838-0)

CAETANO, CARLOS; FERRAZ RIBEIRO, LEO SAMPAIO; LARANJEIRA, CAMILA; DOS SANTOS, GABRIEL OLIVEIRA; BARROS, ARTUR; PETRUCCI, CAIO; DOS SANTOS, ANDREZA APARECIDA; MACEDO, JOAO; CARVALHO, GIL; BENEVENUTO, FABRICIO; et al. Mastering Scene Understanding: Scene Graphs to the Rescue. 2024 37TH SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES, SIBGRAPI 2024, v. N/A, p. 6-pg., 2024-01-01. (24/01210-3, 24/09372-2, 20/09838-0, 22/14690-8, 24/09375-1, 13/08293-7, 23/12086-9)

PELEGRINA, GUILHERME DEAN; DUARTE, LEONARDO TOMAZELI. A Novel Unsupervised Capacity Identification Approach to Deal With Redundant Criteria in Multicriteria Decision Making Problems. IEEE TRANSACTIONS ON FUZZY SYSTEMS, v. 32, n. 12, p. 6-pg., 2024-12-01. (20/09838-0, 21/11086-0, 20/10572-5)

BARBEITOS, MARCOS SOARES; PEREZ, FLAVIO ALBERTO; OLAYA-RESTREPO, JULIAN; WINTER, ANA PAULA MARTINS; FLORINDO, JOAO BATISTA; LAUREANO, ESTEVAO ESMI. AI-based coral species discrimination: A case study of the Siderastrea Atlantic Complex. PLoS One, v. 19, n. 12, p. 18-pg., 2024-12-11. (20/09838-0, 20/01984-8)

FLORINDO, JOAO B.; ABREU, EDUARDO. A pseudo-parabolic diffusion model to enhance deep neural texture features. MULTIMEDIA TOOLS AND APPLICATIONS, v. N/A, p. 22-pg., 2023-06-29. (20/01984-8, 20/09838-0)

PELEGRINA, GUILHERME D.; DUARTE, LEONARDO T.; GRABISCH, MICHEL. Interpreting the Contribution of Sensors in Blind Source Extraction by Means of Shapley Values. IEEE SIGNAL PROCESSING LETTERS, v. 30, p. 5-pg., 2023-01-01. (20/09838-0, 20/10572-5, 21/11086-0)

CAMPOS, ALEXANDRE B.; MOLIN, RICARDO D., JR.; RAMOS, LUCAS P.; MACHADO, RENATO; VU, VIET T.; PETTERSSON, MATS I.; IEEE. Adaptive Target Enhancer: Bridging the Gap between Synthetic and Measured SAR Images for Automatic Target Recognition. 2023 IEEE RADAR CONFERENCE, RADARCONF23, v. N/A, p. 6-pg., 2023-01-01. (20/09838-0)

ABACKERLI, ALVARO JOSE; PELISSARI, RENATA; DUARTE, LEONARDO TOMAZELI. Validation of a Maturity Model for Applied R & D: Adding Value to Business. IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, v. N/A, p. 17-pg., 2023-06-09. (20/01089-9, 20/09838-0)

SUSSNER, PETER; TORRES, ROBERTO PEREIRA; DICK, S; KREINOVICH, V; LINGRAS, P. Subsethood Measures on a Bounded Lattice of Continuous Fuzzy Numbers with an Application in Approximate Reasoning. APPLICATIONS OF FUZZY TECHNIQUES, NAFIPS 2022, v. 500, p. 12-pg., 2023-01-01. (20/09838-0)

BISSOTO, ALCEU; BARATA, CATARINA; VALLE, EDUARDO; AVILA, SANDRA. Even small correlation and diversity shifts pose dataset-bias issues. PATTERN RECOGNITION LETTERS, v. 179, p. 7-pg., 2024-02-07. (13/08293-7, 19/19619-7, 22/09606-8, 20/09838-0)

MACHADO, RAFAELA HELOISA CARVALHO; CONCEICAO, SAMUEL VIEIRA; PELISSARI, RENATA; SANTOS, ARTHUR ALMEIDA; BEN AMOR, SARAH. The hierarchical and stochastic VIKOR to deal with imprecise and missing information. APPLIED SOFT COMPUTING, v. 180, p. 16-pg., 2025-08-01. (24/18109-3, 24/05971-9, 20/09838-0)

FREDERICO, GASTAO S. F.; ESMI, ESTEVAO; BARROS, LAECIO C.. Fuzzy variational calculus in linearly correlated space: Part I. FUZZY SETS AND SYSTEMS, v. 516, p. 15-pg., 2025-05-09. (20/09838-0, 23/06478-1)

DA SILVEIRA, RODRIGO LANNA FRANCO; SILVA, RENATO MORAES; MATTOS, FABIO L.; CRUZ JUNIOR, JOSE CESAR; CAPITANI, DANIEL HENRIQUE DARIO. The Reaction of Corn Futures Markets to US and Brazilian Crop Reports. JOURNAL OF FUTURES MARKETS, v. N/A, p. 26-pg., 2025-06-08. (20/09838-0)

BROTTO, RENAN D. B.; NOSE-FILHO, KENJI; ROMANO, JOAO M. T.. Exploring bounded component analysis using an l_∞ norm criterion. DIGITAL SIGNAL PROCESSING, v. 154, p. 9-pg., 2024-07-29. (17/13025-2, 20/09838-0, 19/20899-4)

METZE, KONRADIN; MORANDIN-REIS, ROSANA CELESTINA; LORAND-METZE, IRENE; FLORINDOD, JOAO BATISTA. Bibliographic research with large language model ChatGPT-4: instability, hallucinations and sometimes alerts. Clinics, v. 79, p. 2-pg., 2024-10-16. (20/09838-0)

DIAS, GABRIEL; BERTO, RODRIGO POMMOT; OLIVEIRA, MATEUS; UEDA, LUCAS; DERTKIGIL, SERGIO; COSTA, PAULA D. P.; SHAMAEI, AMIRMOHAMMAD; BUGLER, HANNA; SOUZA, ROBERTO; HARRIS, ASHLEY; et al. Spectro-ViT: A vision transformer model for GABA-edited MEGA-PRESS reconstruction using spectrograms. MAGNETIC RESONANCE IMAGING, v. 113, p. 11-pg., 2024-07-31. (20/09838-0, 13/07559-3)

SOUZA, JULIANA G. F.; COSTA, SUELI I. R.. Achieving Uniform Side Information Gain With Multilevel Lattice Codes Over the Ring of Integers. IEEE COMMUNICATIONS LETTERS, v. 29, n. 7, p. 5-pg., 2025-07-01. (20/09838-0)

BARROS, LUANA; CHAVES, LEVY; AVILA, SANDRA. Assessing the Generalizability of Deep Neural Networks-Based Models for Black Skin Lesions. PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS, COMPUTER VISION, AND APPLICATIONS, CIARP 2023, PT II, v. 14470, p. 14-pg., 2024-01-01. (13/08293-7, 20/09838-0)

PELEGRINA, GUILHERME DEAN; DUARTE, LEONARDO TOMAZELI; GRABISCH, MICHEL. A k-additive Choquet integral-based approach to approximate the SHAP values for local interpretability in machine learning. ARTIFICIAL INTELLIGENCE, v. 325, p. 23-pg., 2023-09-28. (21/11086-0, 20/10572-5, 20/09838-0)

RODRIGUES, MICHELE BITTENCOURT; FERREIRA, VICTORIA PEDRAZZOLI; CLARO, RAFAEL MOREIRA; MARTINS, ANA PAULA BORTOLETTO; AVILA, SANDRA; HORTA, PAULA MARTINS. Revolutionising food advertising monitoring: a machine learning-based method for automated classification of food videos. PUBLIC HEALTH NUTRITION, v. 26, n. 12, p. 11-pg., 2023-11-10. (13/08293-7, 20/09838-0)

BENATTI, RAYSA; SEVERI, FABIANA; AVILA, SANDRA; COLOMBINI, ESTHER LUNA. Gender Bias Detection in Court Decisions: A Brazilian Case Study. PROCEEDINGS OF THE 2024 ACM CONFERENCE ON FAIRNESS, ACCOUNTABILITY, AND TRANSPARENCY, ACM FACCT 2024, v. N/A, p. 18-pg., 2024-01-01. (13/08293-7, 23/12086-9, 20/09838-0)

PELISSARI, RENATA; BEN AMOR, SARAH; D'ANTONA, ALVARO DE OLIVEIRA; MARANDOLA JUNIOR, EDUARDO JOSE; DUARTE, LEONARDO TOMAZELI. A semi-supervised multi-criteria sorting approach to constructing social vulnerability composite indicators. ANNALS OF OPERATIONS RESEARCH, v. 337, n. 1, p. 26-pg., 2024-03-09. (20/09838-0, 20/01089-9)

DA SILVA, FERNANDA APARECIDA BORGES; FLORINDO, JOAO BATISTA; DE MATTOS, AMILCAR CASTRO; COSTA, FERNANDO FERREIRA; LORAND-METZE, IRENE; METZE, KONRADIN. Accompanying Hemoglobin Polymerization in Red Blood Cells in Patients with Sickle Cell Disease Using Fluorescence Lifetime Imaging. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, v. 25, n. 22, p. 12-pg., 2024-11-01. (20/09838-0)

AGGARWAL, DAATTAVYA; HE, YANG-HUI; HEYES, ELLI; HIRST, EDWARD; EARP, HENRIQUE N. SA; SILVA, TOMAS S. R.. Machine learning Sasakian and G₂ topology on contact Calabi-Yau 7-manifolds. Physics Letters B, v. 850, p. 10-pg., 2024-02-20. (21/04065-6, 22/09891-4, 18/21391-1, 20/09838-0)

PACCOTACYA-YANQUE, ROSA Y. G.; BISSOTO, ALCEU; AVILA, SANDRA. Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers. 2024 20TH INTERNATIONAL SYMPOSIUM ON MEDICAL INFORMATION PROCESSING AND ANALYSIS, SIPAIM 2024, v. N/A, p. 5-pg., 2024-01-01. (23/12086-9, 20/09838-0, 13/08293-7)

DE BARROS, LAECIO CARVALHO; ESMI, ESTEVAO; SIMOES, FRANCIELLE SANTO PEDRO; SHAHIDI, MINA. Toward calculus for functions with fuzzy inputs and outputs. FUZZY SETS AND SYSTEMS, v. 517, p. 21-pg., 2025-10-01. (22/00196-1, 20/09838-0)

CAMPELLO, BETANIA SILVA CARNEIRO; PELEGRINA, GUILHERME DEAN; PELISSARI, RENATA; SUYAMA, RICARDO; DUARTE, LEONARDO TOMAZELI. Mitigating subjectivity and bias in AI development indices: A robust approach to redefining country rankings. EXPERT SYSTEMS WITH APPLICATIONS, v. 255, p. 13-pg., 2024-07-24. (23/04159-6, 20/10572-5, 20/09838-0)

RAMOS, LUCAS P.; ALVES, DIMAS I.; DUARTE, LEONARDO T.; MACHADO, RENATO; PETTERSSON, MATS I.; VU, VIET T.; DAMMERT, PATRIK. Change Detection in Wavelength-Resolution SAR Image Stack Based on Tensor Robust PCA. IEEE Geoscience and Remote Sensing Letters, v. 21, p. 5-pg., 2024-01-01. (20/09838-0)

GEURGAS, RAFAEL; TESSLER, LEANDRO R.. Automatic detection of fake tweets about the COVID-19 Vaccine in Portuguese. SOCIAL NETWORK ANALYSIS AND MINING, v. 14, n. 1, p. 10-pg., 2024-03-08. (20/09838-0)

SUSSNER, PETER; VICENTIN, FELIPE SCHERER. On counting and constructing all admissible orders of the non-empty intervals in any finite chain. FUZZY SETS AND SYSTEMS, v. 511, p. 9-pg., 2025-07-01. (23/03449-0, 20/09838-0)

OLIVEIRA, HALLYSSON; DIAS, STIVEN S.; BRUNO, MARCELO G. S.. SIMULTANEOUS POSITIONING AND TRACKING USING DYNAMIC FACTOR GRAPHS AND GEOMETRIC AVERAGE FUSION. 2024 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2024), v. N/A, p. 5-pg., 2024-01-01. (20/09838-0)

ALVES, CARINA; STRAPASSON, JOAO E.; DE ARAUJO, ROBSON R.. On well-rounded lattices and lower bounds for the minimum norm of ideal lattices. ARCHIV DER MATHEMATIK, v. N/A, p. 10-pg., 2024-10-29. (20/09838-0, 23/15735-8, 22/12667-9)

SUSSNER, PETER; CARAZAS, LISBETH CORBACHO. Construction of K_α-orders including admissible ones on classes of discrete intervals. FUZZY SETS AND SYSTEMS, v. 480, p. 13-pg., 2024-01-16. (20/09838-0)

DE MEDEIROS, DIEGO DA SILVA; GARCIA, FERNANDO DARIO ALMEIDA; ALVES, DIMAS IRION; DA COSTA, ROMULO FERNANDES; MACHADO, RENATO; SANTOS FILHO, JOSE CANDIDO S.. CA-CFAR Detection for SAR Systems Over Correlated Gamma-Distributed Clutter. IEEE Geoscience and Remote Sensing Letters, v. 21, p. 5-pg., 2024-01-01. (22/13901-5, 20/09838-0)

CAMPELLO, BETANIA SILVA CARNEIRO; DUARTE, LEONARDO TOMAZELI; ROMANO, JOAO MARCOS TRAVASSOS. Multicriteria decision support employing adaptive prediction in a tensor-based feature representation. PATTERN RECOGNITION LETTERS, v. 174, p. 5-pg., 2023-09-07. (23/04159-6, 20/09838-0, 20/01089-9)

LIMA, RENEE RODRIGUES; ALVES, JERSON LEITE; DOS SANTOS, FRANCISCO ALVES; MISTURINI, DAVI WANDERLEY; FLORINDO, JOAO B.. Time series forecasting enhanced by Lyapunov exponent via attention mechanism. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 678, p. 30-pg., 2025-09-06. (24/01245-1, 20/09838-0)

DE MEDEIROS, DIEGO DA S.; DA COSTA, ROMULO F.; ALVES, DIMAS, I; MACHADO, RENATO. EXTENDED REPRESENTATION FOR GENERALIZED LIKELIHOOD RATIO TEST DETECTOR IN GAUSSIAN-DISTRIBUTED SIGNALS. IGARSS 2024-2024 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, IGARSS 2024, v. N/A, p. 5-pg., 2024-01-01. (20/09838-0, 21/03923-9)

PELEGRINA, GUILHERME DEAN; SIRAJ, SAJID; DUARTE, LEONARDO TOMAZELI; GRABISCH, MICHEL. Explaining contributions of features towards unfairness in classifiers: A novel threshold-dependent Shapley value-based approach. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, v. 138, p. 12-pg., 2024-10-05. (21/11086-0, 20/10572-5, 20/09838-0)

PINTO, NILMARA J. B.; WASQUES, VINICIUS F.; OLIVEIRA, WASHINGTON A.; BARROS, LAECIO C.. p-Fuzzy Newton-Raphson Method. INTELLIGENT AND FUZZY SYSTEMS, VOL 3, INFUS 2024, v. 1090, p. 9-pg., 2024-01-01. (20/09838-0, 23/03927-0)

SILVA, PAULO R. P.; BRUNO, MARCELO G. S.; MORAES, ALISON O.. Cooperative-Based Augmentation System Using Bayesian Filtering. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, v. 73, n. 7, p. 14-pg., 2024-07-01. (17/50115-0, 20/09838-0)

GRAZIELA GOMES BEZERRA; ALEXANDRE GORI MAIA; ELYSON FERREIRA DE SOUZA. . Cadernos de Saúde Pública, v. 41, 2025-03-24. (20/09838-0)

SILVEIRA, ANA C. CAZNOK; DO CARMO, DIEDRE S.; UEDA, LUCAS H.; FANTINATO, DENIS G.; COSTA, PAULA D. P.; RITTNER, LETICIA. VITMST plus plus : Efficient Hyperspectral Reconstruction Through Vision Transformer-Based Spatial Compression. IEEE OPEN JOURNAL OF SIGNAL PROCESSING, v. 6, p. 7-pg., 2025-01-01. (20/09838-0)