Data Science for Smart Industry (CDII)

• Grant number: 23/14427-8
• Support Opportunities: Research Grants - Research Centers in Engineering Program
• Start date: January 01, 2025
• End date: December 31, 2029
• Field of knowledge: Physical Sciences and Mathematics - Computer Science
• Agreement: MCTI/MC
• Principal Investigator: José Alberto Cuminato
• Grantee: José Alberto Cuminato
• Host Institution: Instituto de Ciências Matemáticas e de Computação (ICMC). Universidade de São Paulo (USP). São Carlos , SP, Brazil
• City: São Carlos
• Pesquisadores principais:( Atuais ): Alexandre Xavier Falcão ; Cassio Machiaveli Oishi ; João Paulo Papa ; Luis Gustavo Nonato ; Sergio Ferraz Novaes ; Wallace Correa de Oliveira Casaca ; Zanoni Dias
• Pesquisadores principais:( Anteriores ): Francisco Louzada Neto
• Associated researchers: Adenilso da Silva Simão ; Adriano Kamimura Suzuki ; Alexandre da Silva Saito ; André Carlos Ponce de Leon Ferreira de Carvalho ; Cibele Maria Russo Novelli ; Claudia Maria Bauzer Medeiros ; Dalcimar Casanova ; Daniel da Silva Motta ; Daniel Otávio Tambasco Bruno ; Edson Borin ; Fabio Augusto Faria ; Fabrício Simeoni de Sousa ; Felipe Leno da Silva ; Francisco Aparecido Rodrigues ; Franklina Maria Bragion de Toledo ; Gleici da Silva Castro Perdoná ; Guido Costa Souza de Araújo ; Gustavo Sousa Pavani ; Hélio Pedrini ; Helio Waldman ; Hervé Yviquel ; Jacques Wainer ; João Luiz Filgueiras de Azevedo ; Jorge Luis Bazan Guzman ; Kalinka Regina Lucas Jaquie Castelo Branco ; Leandro Aparecido Passos Junior ; Leandro Aparecido Villas ; Livia Souza Freire Grion ; Luiz Fernando Bittencourt ; Marco Rogério da Silva Richetto ; Marcos Medeiros Raimundo ; Marilaine Colnago ; Maristela Oliveira dos Santos ; Nelson Luis Saldanha da Fonseca ; Orlando Rosa Junior ; Pedro Jussieu de Rezende ; Raphael Mendes de Oliveira Cóbe ; Renato Candido ; Renato Vicente ; Roberto Federico Ausas ; Sandra Eliza Fontes de Avila ; Thomas Kaue Dal Maso Peron ; Vanessa Campos Guedes ; Vera Lucia Damasceno Tomazella ; Walter Alexandre Carnielli
• Associated scholarship(s): 25/10189-0 - Language Education Optimization Algorithm for Fine-Tuning Artificial Neural Network Models, BP.IC

Abstract

The Data Science Center for Smart Industry acts as an advanced data analytics hub for industry, aiming to improve operational efficiency, product quality, innovation and sustainability through the application of data science and analytics techniques of data in industrial processes. Contact with industries will be mediated by SENAI and operationalized through workshops and thematic meetings held between application sectors and CDII researchers. In addition, CDII should act strongly in HR training in Data Science through courses offered by UNICAMP, USP, UNESP, SENAI and AI2. (AU)

Scientific publications

(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)

APARCO-CARDENAS, DAVID; GOMES, JANCARLO F.; FALCAO, ALEXANDRE X.; REZENDE, PEDRO J. DE. Consensus-based iterative meta-pseudo-labeling for deep semi-supervised learning. INFORMATION SCIENCES, v. 692, p. 18-pg., 2025-02-01. (14/12236-1, 23/14427-8)

RIBAS, LUCAS C.; CASACA, WALLACE; FARES, RICARDO T.. Conditional Generative Adversarial Networks and Deep Learning Data Augmentation: A Multi-Perspective Data-Driven Survey Across Multiple Application Fields and Classification Architectures. AI, v. 6, n. 2, p. 24-pg., 2025-02-01. (24/01744-8, 13/07375-0, 23/04583-2, 23/14427-8)