BI0S - Brazilian Institute of Data Science

• Grant number: 20/09838-0
• Support Opportunities: Research Grants - Research Centers in Engineering 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
• Company: Universidade Estadual de Campinas (UNICAMP). Faculdade de Engenharia Elétrica e de Computação (FEEC)
• City: Campinas
• Partner institutions: UNIDADE NAO MAPEADA
• Pesquisadores principais: 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 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): 25/03509-9 - 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; + associated grants 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): 24/18994-7 - Generating and approximating special geometries with machine learning, BP.PD; 24/07285-5 - Application of Fuzzy Rule-Based Systems for Diagnosis of Autism Spectrum Disorder, 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; + associated scholarships 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; 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; 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; 25/00568-4 - Comparison of Search Accuracy for Bibliographic Data Among Different Large Language Models in Medicine, BP.IC; 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; 23/03449-0 - Investigations on the Construction and Number of Linear Extensions of the Marginal Order on the Class of Subintervals of Any Finite Chain, BP.IC; 23/00049-1 - Cross-Dataset Motor Imagery Classification with Deep Learning and Riemannian Geometry, BP.DR; 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

(65)

(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)

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)

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)

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)

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)

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)

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)

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)

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. Segurança alimentar e pluriatividade na Amazônia brasileira: um estudo sobre pequenos estabelecimentos rurais. 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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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