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Identification

Personal identification

Full name
GUILHERME FRAGA PALUMBO

Citation names

  • PALUMBO, GUILHERME

Author identifiers

Ciência ID
6117-416E-049F
ORCID iD
0000-0001-6633-3033
Affiliation

Science

Category
Host institution 		Employer
2023 - Current Researcher (Research) Fundação para a Ciência e a Tecnologia, Portugal
Instituto Politécnico do Porto Centro de Inovação e Investigação em Ciências Empresariais e Sistemas de Informação, Portugal
Outputs

Publications

Book chapter
  1. Palumbo, Guilherme; Guimarães, Miguel; Carneiro, Davide; Novais, Paulo; Alves, Victor. "Real-Time Algorithm Recommendation Using Meta-Learning". In Ambient Intelligence—Software and Applications—13th International Symposium on Ambient Intelligence, 249-258. Springer International Publishing, 2023.
    10.1007/978-3-031-22356-3_24
  2. Carneiro, Davide; Sousa, Miguel; Palumbo, Guilherme; Guimarães, Miguel; Carvalho, Mariana; Novais, Paulo. "Continuously Learning from User Feedback". In Lecture Notes in Networks and Systems, 579-588. Springer International Publishing, 2022.
    10.1007/978-3-031-04826-5_57
  3. Carneiro, Davide; Veloso, Patrícia; Ventura, André; Palumbo, Guilherme; Costa, João. "Network Analysis for Fraud Detection in Portuguese Public Procurement". In Intelligent Data Engineering and Automated Learning – IDEAL 2020, 390-401. Springer International Publishing, 2020.
    Published • 10.1007/978-3-030-62365-4_37
Journal article
  1. Guimarães, Miguel; Carneiro, Davide; Palumbo, Guilherme; Oliveira, Filipe; Oliveira, Óscar; Alves, Victor; Novais, Paulo. "Predicting Model Training Time to Optimize Distributed Machine Learning Applications". Electronics 12 4 (2023): 871. http://dx.doi.org/10.3390/electronics12040871.
    10.3390/electronics12040871
  2. Palumbo, Guilherme; Carneiro, Davide; Guimares, Miguel; Alves, Victor; Novais, Paulo. "Algorithm Recommendation and Performance Prediction Using Meta-Learning". International Journal of Neural Systems 33 03 (2023): http://dx.doi.org/10.1142/s0129065723500119.
    10.1142/s0129065723500119
Thesis / Dissertation
  1. Palumbo, Guilherme Fraga. "Monitoring and optimization of an autonomous learning system". Master, 2022. https://hdl.handle.net/1822/84005.