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Luca Martino

università di catania

36H-index
241Paper Count
4.2KCitation Count
Published Papers 38
Publication Date
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Feature Selection via Graph Topology Inference for Soundscape Emotion Recognition
errIEEE-ACM Transactions on Networking
IF3.6
err2026-08-06
err0
PREAI
errSamuel Rey; Luca Martino; Roberto San Millán-Castillo; Eduardo Morgado
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errSave
Data-driven Informative Priors for Bayesian Inference with Quasiperiodic Data
errThe Astronomical Journal
IF0
err2026-01-05
err0
errOAAI
errJavier López-Santiago; Luca Martino; Joaquín Miguez; Gonzalo Vázquez-Vilar
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errSave
An automatic counting algorithm for the quantification and uncertainty analysis of the number of microglial cells trainable in small and heterogeneous datasets
errExpert Systems with Applications
IF7.5
err2025-07-30
err0
errOAAI
errL. Martino; M.M. Garcia; P.S. Paradas; E. Curbelo
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errSave
An index of effective number of variables for uncertainty and reliability analysis in model selection problems
errSIGNAL PROCESSING
IF3.6
err2025-02-01
err0
errOAAI
errMartino, Luca; Morgado, Eduardo; Castillo, Roberto San Millan
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errSave
A Variable Selection Analysis for Soundscape Emotion Modeling Using Decision Tree Regression and Modern Information Criteria
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errMillan-Castillo, Roberto San; Martino, Luca; Morgado, Eduardo
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errSave
Multioutput Feature Selection for Emulation and Sensitivity Analysis
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err3
PREAI
errVicent Servera, Jorge; Martino, Luca; Verrelst, Jochem; Rivera-Caicedo, Juan Pablo; Camps-Valls, Gustau
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errSave
Spectral information criterion for automatic elbow detection
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-11-01
err5
errOAAI
errMartino, Luca; Millan-Castillo, Roberto San; Morgado, Eduardo
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errSave
Marginal Likelihood Computation for Model Selection and Hypothesis Testing: An Extensive Review
errSIAM REVIEW
IF6.1
err2023-02-09
err26
errOAAI
errLlorente, F.; Martino, L.; Delgado, D.; Lopez-Santiago, J.
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errSave
Multifidelity Gaussian Process Emulation for Atmospheric Radiative Transfer Models
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2023-01-01
err4
PREAI
errServera, Jorge Vicent; Martino, Luca; Verrelst, Jochem; Camps-Valls, Gustau
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errSave
Effectiveness of mRNA COVID-19 Vaccines in Adolescents Over 6 Months
errPEDIATRICS
IF6.4
err2022-10-21
err4
PREAI
errAmodio, Emanuele; Genovese, Dario; Mazzeo, Luca; Martino, Luca; Restivo, Vincenzo; Vella, Giuseppe; Calamusa, Giuseppe; Vitale, Francesco
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errSave
On the safe use of prior densities for Bayesian model selection
errWILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS
IF5.4
err2022-07-17
err10
errOAAI
errLlorente, Fernando; Martino, Luca; Curbelo, Ernesto; Lopez-Santiago, Javier; Delgado, David
errShare
errSave
Optimality in noisy importance sampling
errSIGNAL PROCESSING
IF3.6
err2022-05-01
err5
errOAAI
errLlorente, Fernando; Martino, Luca; Read, Jesse; Delgado-Gomez, David
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errSave
Integrating Domain Knowledge in Data-Driven Earth Observation With Process Convolutions
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2022-01-01
err12
errOAAI
errHeestermans Svendsen, Daniel; Piles, Maria; Munoz-Mari, Jordi; Luengo, David; Martino, Luca; Camps-Valls, Gustau
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errSave
An Exhaustive Variable Selection Study for Linear Models of Soundscape Emotions: Rankings and Gibbs Analysis
errIEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
IF5.1
err2022-01-01
err7
errOAAI
errSan Millan-Castillo, Roberto; Martino, Luca; Morgado, Eduardo; Llorente, Fernando
errShare
errSave
Retrieval of Physical Parameters With Deep Structured Kernel Regression
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2022-01-01
err1
PREAI
errCamps-Valls, Gustau; Campos-Taberner, Manuel; Laparra, Valero; Martino, Luca; Munoz-Mari, Jordi
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errSave
A joint introduction to Gaussian Processes and Relevance Vector Machines with connections to Kalman filtering and other kernel smoothers
errINFORMATION FUSION
IF15.5
err2021-10-01
err43
errOAAI
errMartino, Luca; Read, Jesse
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errSave
A Bayesian inference and model selection algorithm with an optimization scheme to infer the model noise power
errMONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
IF4.8
err2021-08-10
err4
errOAAI
errLopez-Santiago, J.; Martino, L.; Vazquez, M. A.; Miguez, J.
errShare
errSave
Inference over radiative transfer models using variational and expectation maximization methods
errMACHINE LEARNING
IF2.9
err2021-06-08
err2
errOAAI
errSvendsen, Daniel Heestermans; Hernandez-Lobato, Daniel; Martino, Luca; Laparra, Valero; Moreno-Martinez, Alvaro; Camps-Valls, Gustau
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errSave
A Likely Magnetic Activity Cycle for the Exoplanet Host M Dwarf GJ 3512
errASTRONOMICAL JOURNAL
IF5.1
err2020-11-19
err11
errOAAI
errLopez-Santiago, Javier; Martino, Luca; Miguez, Joaquin; Vazquez, Manuel A.
errShare
errSave
Probabilistic regressor chains with Monte Carlo methods
errNEUROCOMPUTING
IF6.5
err2020-11-01
err11
errOAAI
errRead, Jesse; Martino, Luca
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
G
Gustau Camps‐Valls
H-index: 89 · Papers: 724
J
J. Moreno
H-index: 59 · Papers: 294
J
Jochem Verrelst
H-index: 58 · Papers: 286
F
Francesco Vitale
H-index: 53 · Papers: 560
P
Petar M. Djurić
H-index: 48 · Papers: 617
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