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Luca Manzoni

national institute of oceanography and applied geophysics

25H-index
228Paper Count
2.5KCitation Count
Published Papers 24
Publication Date
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An interpretable machine learning approach for alkalinity reconstruction in the Mediterranean Sea
errApplied Computing and Geosciences
IF3.2
err2026-04-02
err0
errOAAI
errTeresa Tonelli; Gloria Pietropolli; Luigi Rovito; Luca Manzoni; Gianpiero Cossarini
errShare
errSave
Two-phase CNN for model data fusion: Predicting 3D chlorophyll-a in the Mediterranean Sea
errOcean Modelling
IF2.9
err2026-02-17
err0
errOAAI
errTeresa Tonelli; Gianpiero Cossarini; Luca Manzoni; Gloria Pietropolli
errShare
errSave
A novel bio-inspired encoding for evolving cryptographic Boolean functions
errSwarm and Evolutionary Computation
IF8.5
err2026-01-17
err0
PREAI
errRocco Ascone; Giulia Bernardini; Luca Manzoni; Gloria Pietropolli
errShare
errSave
Semantic-based recombination and mutation in cellular-inspired genetic programming
errGENETIC PROGRAMMING AND EVOLVABLE MACHINES
IF0.9
err2025-11-19
err0
PREAI
errRovito, Luigi; Bonin, Lorenzo; Farinati, Davide; Vanneschi, Leonardo; Manzoni, Luca; De Lorenzo, Andrea; Pietropolli, Gloria
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errSave
Smart energy strategies: Leveraging LSTM and LLMs for advanced energy management
errENERGY AND AI
IF9.6
err2025-11-01
err0
errOAAI
errAlmeida, Fernando; Castelli, Mauro; Corte-Real, Nadine; Fallarino, Camilla; Manzoni, Luca
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errSave
Combinatorial designs and cellular automata: A survey
errDISCRETE APPLIED MATHEMATICS
IF1.1
err2025-10-01
err0
errOAAI
errManzoni, Luca; Mariot, Luca; Menara, Giuliamaria
errShare
errSave
FanFAIR: sensitive data sets semi-automatic fairness assessment
errBMC Medical Informatics and Decision Making
IF3.8
err2025-09-27
err0
errOAAI
errChiara Gallese; Teresa Scantamburlo; Luca Manzoni; Simone Giannerini; Marco S. Nobile
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errSave
A deep learning approach for coastal downscaling: The northern Adriatic Sea case-study
errOcean Modelling
IF2.9
err2025-06-28
err0
PREAI
errFederica Adobbati; Lorenzo Bonin; Gianpiero Cossarini; Valeria Di Biagio; Fabio Giordano; Luca Manzoni; Stefano Querin
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errSave
Optimizing Space Heating in Buildings: A Deep Learning Approach for Energy Efficiency
errENERGIES
IF3.2
err2025-05-12
err0
errOAAI
errAlmeida, Fernando; Castelli, Mauro; Corte-Real, Nadine; Manzoni, Luca
errShare
errSave
PPCon 1.0: Biogeochemical-Argo profile prediction with 1D convolutional networks
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2024-10-16
err0
errOAAI
errPietropolli, Gloria; Manzoni, Luca; Cossarini, Gianpiero
errShare
errSave
A tailored machine learning approach for mortality prediction in severe COVID-19 treated with glucocorticoids
errINTERNATIONAL JOURNAL OF TUBERCULOSIS AND LUNG DISEASE
IF3.1
err2024-09-01
err0
PREAI
errSalton, F.; Rispoli, M.; Confalonieri, P.; De Nes, A.; Spagnol, E.; Salotti, A.; Ruaro, B.; Harari, S.; Rocca, A.; d'Onofrio, A.; Manzoni, L.; Confalonieri, M.
errShare
errSave
Combining neural networks and data assimilation to enhance the spatial impact of Argo floats in the Copernicus Mediterranean biogeochemical model
errOCEAN SCIENCE
IF3.3
err2024-05-27
err1
errOAAI
errAmadio, Carolina; Teruzzi, Anna; Pietropolli, Gloria; Manzoni, Luca; Coidessa, Gianluca; Cossarini, Gianpiero
errShare
errSave
Models of Representation in Computational Intelligence
errIEEE COMPUTATIONAL INTELLIGENCE MAGAZINE
IF11.2
err2023-02-01
err0
errOAAI
errNobile, Marco S.; Manzoni, Luca; Ashlock, Daniel A.; Qu, Rong
errShare
errSave
Inferring P systems from their computing steps: An evolutionary approach
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2023-02-01
err5
PREAI
errLeporati, Alberto; Manzoni, Luca; Mauri, Giancarlo; Pietropolli, Gloria; Zandron, Claudio
errShare
errSave
Data Symmetries and Learning in Fully Connected Neural Networks
errIEEE ACCESS
IF3.6
err2023-01-01
err1
errOAAI
errAnselmi, Fabio; Manzoni, Luca; D'onofrio, Alberto; Rodriguez, Alex; Caravagna, Giulio; Bortolussi, Luca; Cairoli, Francesca
errShare
errSave
Salp Swarm Optimization: A critical review
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-03-01
err48
errOAAI
errCastelli, Mauro; Manzoni, Luca; Mariot, Luca; Nobile, Marco S.; Tangherloni, Andrea
errShare
errSave
HyperBeta: characterizing the structural dynamics of proteins and self-assembling peptides
errSCIENTIFIC REPORTS
IF3.9
err2021-04-08
err0
errOAAI
errNobile, Marco S.; Fontana, Federico; Manzoni, Luca; Cazzaniga, Paolo; Mauri, Giancarlo; Saracino, Gloria A. A.; Besozzi, Daniela; Gelain, Fabrizio
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errSave
Specializing Context-Free Grammars With a (1+1)-EA
errIEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
IF12
err2020-10-01
err5
errOAAI
errManzoni, Luca; Bartoli, Alberto; Castelli, Mauro; Goncalves, Ivo; Medvet, Eric
errShare
errSave
Balanced crossover operators in Genetic Algorithms
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2020-05-01
err36
errOAAI
errManzoni, Luca; Mariot, Luca; Tuba, Eva
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errSave
Machine learning techniques to predict the effectiveness of music therapy: A randomized controlled trial
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2020-03-01
err23
PREAI
errRagho, Alfredo; Imbriani, Marcello; Imbriani, Chiara; Baiardi, Paola; Manzoni, Sara; Gianotti, Marta; Castelli, Mauro; Vanneschi, Leonardo; Vico, Francisco; Manzoni, Luca
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Research Directions

No research directions
Co-authors
Cooperation Journals
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Rong Qu
H-index: 60 · Papers: 313
S
Sergio Harari
H-index: 53 · Papers: 402
B
Barbara Ruaro
H-index: 45 · Papers: 274
G
Giancarlo Mauri
H-index: 45 · Papers: 628
A
Andrea Rocca
H-index: 43 · Papers: 255
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