• 1345 Citations
  • 18 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
Multi-class Classification Mathematics
Evolutionary algorithms Engineering & Materials Science
Genetic Operators Mathematics

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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
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

A Vectorial Approach to Genetic Programming

Azzali, I., Vanneschi, L., Silva, S., Bakurov, I. & Giacobini, M., 1 Jan 2019, Genetic Programming: 22nd European Conference, EuroGP 2019, Held as Part of EvoStar 2019, Proceedings. Lourenço, N., Hu, T., Richter, H., Sekanina, L. & García-Sánchez, P. (eds.). Switzerland: Springer Verlag, p. 213-227 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11451 LNCS).

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

Genetic programming
Genetic Programming
Time series
Symbolic Regression
Comparative Analysis