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Identification

Personal identification

Full name
Davide Farinati

Citation names

  • Farinati, Davide

Author identifiers

Ciência ID
8A1A-925E-43FA
ORCID iD
0000-0003-2925-527X
Education
Degree Classification
2022
Concluded
 Ciência de Dados e Métodos Analíticos Avançados (Mestrado)
Major in Área de especialização: Ciência de Dados
Universidade NOVA de Lisboa NOVA Information Management School, Portugal
"A study on variations of Genetic Programming applied to time series forecasting: Machine Learning for Energy Consumption Forecasting" (THESIS/DISSERTATION)
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2022/09/01 - Current Assistant (University Teacher) Universidade NOVA de Lisboa NOVA Information Management School, Portugal
Outputs

Publications

Journal article
  1. Davide Farinati; Illya Bakurov; Leonardo Vanneschi. "A study of dynamic populations in geometric semantic genetic programming". Information Sciences (2023): https://doi.org/10.1016/j.ins.2023.119513.
    10.1016/j.ins.2023.119513
  2. Daniele M. Papetti; Andrea Tangherloni; Davide Farinati; Paolo Cazzaniga; Leonardo Vanneschi. "Simplifying Fitness Landscapes Using Dilation Functions Evolved With Genetic Programming". IEEE Computational Intelligence Magazine (2023): https://doi.org/10.1109/MCI.2022.3222096.
    10.1109/MCI.2022.3222096
  3. Farinati, Davide; Bakurov, Illya; Vanneschi, Leonardo. "A Study of Dynamic Populations in Geometric Semantic Genetic Programming". (2023): http://hdl.handle.net/10362/156900.
    https://doi.org/10.1016/j.ins.2023.119513
Thesis / Dissertation
  1. Farinati, Davide. "A study on variations of Genetic Programming applied to time series forecasting: Machine Learning for Energy Consumption Forecasting". Master, 2022. http://hdl.handle.net/10362/145478.