• 1484 Citations
  • 19 h-Index
20092020
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Fingerprint Dive into the research topics where Leonardo Vanneschi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 2 Similar Profiles
Genetic programming Engineering & Materials Science
Genetic Programming Mathematics
Semantics Engineering & Materials Science
Alignment Mathematics
Learning systems Engineering & Materials Science
Evolutionary algorithms Engineering & Materials Science
Multi-class Classification Mathematics
Artificial intelligence Engineering & Materials Science

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Research Output at NOVA 2009 2020

Machine learning techniques to predict the effectiveness of music therapy: A randomized controlled trial

Raglio, A., Imbriani, M., Imbriani, C., Baiardi, P., Manzoni, S., Gianotti, M., Castelli, M., Vanneschi, L., Vico, F. & Manzoni, L., 1 Mar 2020, In : Computer Methods and Programs in Biomedicine. 185, 105160.

Research output: Contribution to journalArticle

Music Therapy
Music
Decision trees
Learning systems
Randomized Controlled Trials

Towards the use of genetic programming in the ecological modelling of mosquito population dynamics

Azzali, I., Vanneschi, L., Mosca, A., Bertolotti, L. & Giacobini, M., 3 Jan 2020, In : Genetic Programming And Evolvable Machines. 14 p.

Research output: Contribution to journalArticle

Open Access
Ecological Modelling
Population dynamics
Genetic programming
Population Dynamics
Genetic Programming
1 Citation (Scopus)

A distance between populations for n-points crossover in genetic algorithms

Castelli, M., Cattaneo, G., Manzoni, L. & Vanneschi, L., Feb 2019, In : Swarm and Evolutionary Computation. 44, February, p. 636-645 10 p.

Research output: Contribution to journalArticle

Crossover
Genetic algorithms
Genetic Algorithm
Polynomials
Pretopology
2 Citations (Scopus)

Alignment-based genetic programming for real life applications

Vanneschi, L., Castelli, M., Scott, K. & Trujillo, L., Feb 2019, In : Swarm and Evolutionary Computation. 44, February, p. 840-851 12 p.

Research output: Contribution to journalArticle

Genetic programming
Genetic Programming
Alignment
Optimal Solution
Direct Search

A regression-like classification system for geometric semantic genetic programming

Bakurov, I., Castelli, M., Fontanella, F. & Vanneschi, L., 1 Jan 2019, Proceedings of the 11th International Joint Conference on Computational Intelligence (IJCCI 2019). Merelo, J. J., Garibaldi, J., Linares-Barranco, A., Madani, K., Warwick, K. & Warwick, K. (eds.). SciTePress, Vol. 1. p. 40-48 9 p. (IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Genetic programming
Semantics
Chemical activation
Logistics
Labels