Prediction of regime transitions in nonlinear dynamical systems via weighted visibility graphs and convolutional neural networks
PhD thesis in Computer Science · Federal University of São Paulo · 2018–2025.
View academic recordAlexandre Cassimiro Andreani
Academic and professional profile for collaboration among teachers, researchers and technology professionals.
Computer Science · Research · Teaching
ContactApplied research with an interdisciplinary perspective.
Alexandre Cassimiro Andreani is a computer scientist, teacher and researcher. His work combines academic training, systems development and computational methods for understanding data and complex phenomena.
- Main field
- Computer Science
- Practice
- Research, teaching and technology
- Degree
- PhD in Computer Science
- Doctoral institution
- Federal University of São Paulo
Selected work and education.
Structured prediction applied to rhetorical structure detection
Work indexed by the Brazilian Digital Library of Theses and Dissertations in Computer Science.
Open BDTD recordConnecting theory and practice.
Dynamical systems
Modeling and analysis of regime transitions in nonlinear systems.
Time series
Representation, forecasting and interpretation of signals that evolve over time.
Machine learning
Convolutional neural networks and learning methods for complex data.
- visibility graphs
- regime transitions
- convolutional neural networks
- natural language processing
- embedded systems
Proposals and initiatives.
Ideas and materials for discussing collaboration, projects and institutional development.
Campus and companiesA personal proposal to connect IFSP Campus Jacareí with companies, with a video, transcript and PDF presentation. Material in Portuguese.Public profiles and sources.
The links below point to external records where visitors can check education, research and curriculum updates.