LP

Leandro Aparecido Passos Junior

Universidade Estadual Paulista (Unesp), UNESP - São Paulo State University, Universidade Federal de São Carlos, University of Wolverhampton

Research areas: Computer Science · Artificial Intelligence · Metaheuristic Optimization Algorithms Research · Machine Learning and Data Classification · Neural Networks and Applications

ORCID iD 0000-0003-3529-3109
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About

Leandro Ap. Passos is graduated in Informatics from Jaú's Faculty of Technology - FATEC (Brazil, 2009). He received his M.Sc. in Computer Science from São Paulo State University (UNESP) (Brazil, 2015) and Ph.D. in Computer Science from the Federal University of São Carlos (UFSCar) (Brazil, 2018). From 2019 to 2021, he worked as a post-doctorate researcher at UNESP and as a post-doctorate at the University of Wolverhampton (England, UK) from 2021 to 2022. He has experience in Machine Learning and deep learning, acting on subjects related to clustering, classification, anomaly detection, image reconstruction, and optimization. His works employ graph- and energy-based approaches, nature-inspired meta-heuristic algorithms, and more biologically plausible algorithms.

Employment

Education

Projects & Funding

  • Estudo e desenvolvimento de modelos computacionais inteligentes biologicamente plausíveis São Paulo Research Foundation
    2023 - 2025
  • Towards cognitively-inspired 5G-IoT enabled, multi-modal Hearing Aids Engineering and Physical Sciences Research Council
  • Support for Computational Environments and Experiments Execution: Data Acquisition, Categorization, and Maintenance Fundação de Amparo à Pesquisa do Estado de São Paulo
  • Tracking and Recognizing Improper Behaviors in Risk Environments Using Restricted Boltzmann Machines Fundação para o Desenvolvimento da UNESP

Publications (130)