Roseli A.F. Romero received her Ph.D. degree in electrical engineering from the University of Campinas, Brazil, in 1993. From 1996 to 1998, she was a Visiting Scientist at Carnegie Mellon's Robot Learning Lab, USA. Actually, she is Professor in Department of Computer Science at ICMC in University of Sao Paulo (USP) .She is a coordinator of the Learning Robots Laboratory (LAR) at ICMC/USP. She is in the Bioinspired Group of ICMC-USP. She is vice head of Department of Computer Science into ICMC-USP, since 2013, and a vice coordinator of the Center for Robotics (CRob-SC). She is a Senior membership of INNS International Neural Networks Society and a member of Computer Brazilian Society (SBC). She is a adhoc consultor of FAPESP, CNPq and CAPES. She is one of the tutors of Warthog Robotics Group. She is also the regional coordinator of Robotics Brazilian Olimpic Regional of Sao Carlos. She was awarded by Premio Jabuti2015 (2nd place at Engineering, Technology and Informatics Category). She was Vice-Chair do IEEE South RAS Chapter. Organized the Special Session at IJCNN2025. Her research interests include artificial neural networks, machine learning techniques, fuzzy logic, computational vision, machine learning and robotics. (Source: Lattes Curriculum)
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| Drones map Brazilian forests |
| Drones mapean los bosques brasileños |
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Advances in communication technology, computational modeling, and control algorithms have enabled the transformation of data into knowledge and control of machines and systems in real-time with high accuracy via smart sensory devices and wireless networks. Such systems are known as cyber-physical systems (CPS). Industry 4.0 seamlessly connects designers, manufacturers, and consumers to in…
Robotic technology is evolving from a situation where robots were completely isolated from people to a situation where robots and humans coexist side by side. The natural evolution of robotic systems is a greater approximation with humans providing physical and social support systems and therefore a comfortable and autonomous life for humans. On the other hand, residential automation proj…
This proposal aims the creation of a National Institute of Science and Technology to deal with cooperative autonomous systems (INCT- SAC). Motivated by Brazil’s large territory and population size, wide-ranging geographic features, and economic and social issues, we intend to solve problems related to security and environment. This INCT will address some of these challenges by proposing n…
(Only some records are available in English at this moment)
Social robotics represents a branch of human-robot interaction that aims to develop robots to work in unstructured environments in direct partnership with humans. Social robots are expected to have the ability to interact with humans by understanding social cues and responding appropriately in order to promote a natural and socially acceptable interaction between humans and robots. The ai…
Most Human-Robot Interaction (HRI) studies incorporate social techniques based on human-human interaction in order to make our communication with robots more intuitive and efficient, especially in verbal interactions, which is the main means of human communication. Several works showed improvement in the interaction when the robot performs some adaptation or change of behavior throughout …
In this project, we aim to recognize human activity applying different classification techniques to public databases with information on various tasks carried out by volunteers. The main techniques to be used will be based on Deep Learning, in particular architectures of recurrent neural networks, such as Long Short-Term Memory (LSTM). The main datasets to be worked will be SBHAR, which h…
(Only some records are available in English at this moment)
Parkinson's disease is a neurodegenerative disease characterized by progressive impairment of the patient's cognitive and motor functions, which may lead to depression or dementia in later stages. There are no techniques for early diagnosis of this disease, making it recognizable only after significant neural impairment. In addition, it is common that therapies may only be developed with …
Brazil has one of the largest economies in the world, with agriculture being one of its pillars. The country is also the largest producer of oranges with 35\% of the global market. Citrus production has been suffering from many diseases, especially Huanglongbing (HLB) which spreads quickly and has no available cure. Producers rely mostly on visual inspection made by humans to detect infec…
Microarray technology enables expression level measurement of thousands of genes in a parallel fashion. The genomic picture obtained with microarrays may help researchers to gather knowledge and insight about diverse biological phenomena. Microarray data, the so-called gene expression data, allows different kinds of analysis, such as patient sample classification, which is usually related…
| 15 / 11 | Completed research grants |
| 35 / 26 | Completed scholarships in Brazil |
| 4 / 3 | Completed scholarships abroad |
| 54 / 40 | All research grants and scholarships |
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