Michele Piana

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 41

Top Topics

Machine Learning

Hough Transform

Artificial Intelligence

Top Venues

SIAM J. Imaging Sci.

Medical Imaging: Computer-Aided Diagnosis

Pattern Recognit.

Publications

Sabrina Guastavino, Michele Piana, Federico Benvenuto
Bad and Good Errors: Value-Weighted Skill Scores in Deep Ensemble Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Anna Volpara, Alessandro Lupoli, Frank Filbir, Emma Perracchione, Anna Maria Massone, Michele Piana
RIS: Regularized Imaging Spectroscopy for STIX on-board Solar Orbiter. CoRR (2024)
Sabrina Guastavino, Katsiaryna Bahamazava, Emma Perracchione, Fabiana Camattari, Gianluca Audone, Daniele Telloni, Roberto Susino, Gianalfredo Nicolini, Silvano Fineschi, Michele Piana, Anna Maria Massone
Forecasting Geoffective Events from Solar Wind Data and Evaluating the Most Predictive Features through Machine Learning Approaches. CoRR (2024)
Michele Piana, Federico Benvenuto, Anna Maria Massone, Cristina Campi, Sabrina Guastavino, Francesco Marchetti, Paolo Massa, Emma Perracchione, Anna Volpara
AI-FLARES: Artificial Intelligence for the Analysis of Solar Flares Data. CoRR (2024)
Fabiana Camattari, Sabrina Guastavino, Francesco Marchetti, Michele Piana, Emma Perracchione
Classifier-dependent feature selection via greedy methods. Stat. Comput. 34 (5) (2024)
Fabiana Camattari, Sabrina Guastavino, Francesco Marchetti, Michele Piana, Emma Perracchione
Greedy feature selection: Classifier-dependent feature selection via greedy methods. CoRR (2024)
Emma Perracchione, Fabiana Camattari, Anna Volpara, Paolo Massa, Anna Maria Massone, Michele Piana
Unbiased CLEAN for STIX in Solar Orbiter. CoRR (2023)
Sara Sommariva, Narayan Puthanmadam Subramaniyam, Michele Piana
Editorial: Data science in neuro- and onco-biology. Frontiers Appl. Math. Stat. 9 (2023)
Francesco Marchetti, Emma Perracchione, Anna Volpara, Anna Maria Massone, Stefano De Marchi, Michele Piana
Mapped Variably Scaled Kernels: Applications to Solar Imaging. ICCSA (Workshops 5) (2023)
Sabrina Guastavino, Valentina Candiani, Alessandro Bemporad, Francesco Marchetti, Federico Benvenuto, Anna Maria Massone, Roberto Susino, Daniele Telloni, Silvano Fineschi, Michele Piana
Physics-driven machine learning for the prediction of coronal mass ejections' travel times. CoRR (2023)
Francesco Marchetti, Emma Perracchione, Anna Volpara, Anna Maria Massone, Stefano De Marchi, Michele Piana
Mapped Variably Scaled Kernels: Applications to Solar Imaging. CoRR (2023)
Francesco Marchetti, Sabrina Guastavino, Cristina Campi, Federico Benvenuto, Michele Piana
A comprehensive theoretical framework for the optimization of neural networks classification performance with respect to weighted metrics. CoRR (2023)
Giulio Paolucci, Isabella Cama, Cristina Campi, Michele Piana
Three-dimensional numerical schemes for the segmentation of the psoas muscle in X-ray computed tomography images. CoRR (2023)
Anna Volpara, Paolo Massa, Sam Krucker, A. Gordon Emslie, Michele Piana, Anna Maria Massone
Variation of the electron flux spectrum along a solar flare loop as inferred from STIX hard X-ray observations. CoRR (2023)
Anna Volpara, Michele Piana, Anna Maria Massone
Multi-scale CLEAN in hard X-ray solar imaging. CoRR (2023)
Anna Volpara, Paolo Massa, Emma Perracchione, Andrea Francesco Battaglia, Sara Garbarino, Federico Benvenuto, Anna Maria Massone, Sam Krucker, Michele Piana
Forward-fitting STIX visibilities. CoRR (2022)
Francesco Marchetti, Sabrina Guastavino, Michele Piana, Cristina Campi
Score-Oriented Loss (SOL) functions. Pattern Recognit. 132 (2022)
Sabrina Guastavino, Francesco Marchetti, Federico Benvenuto, Cristina Campi, Michele Piana
Operational solar flare forecasting via video-based deep learning. CoRR (2022)
Sabrina Guastavino, Michele Piana, Federico Benvenuto
Bad and good errors: value-weighted skill scores in deep ensemble learning. CoRR (2021)
Emma Perracchione, Anna Maria Massone, Michele Piana
Feature augmentation for the inversion of the Fourier transform with limited data. CoRR (2021)
Elisabetta Vallarino, Alberto Sorrentino, Michele Piana, Sara Sommariva
The Role of Spectral Complexity in Connectivity Estimation. Axioms 10 (1) (2021)
Sabrina Guastavino, Francesco Marchetti, Federico Benvenuto, Cristina Campi, Michele Piana
Implementation paradigm for supervised flare forecasting studies: a deep learning application with video data. CoRR (2021)
Paolo Massa, Emma Perracchione, Sara Garbarino, Andrea F. Battaglia, Federico Benvenuto, Michele Piana, Gordon Hurford, Sam Krucker
Imaging from STIX visibility amplitudes. CoRR (2021)
Sabrina Guastavino, Michele Piana, Marco Tizzi, Federico Cassola, Antonio Iengo, Davide Sacchetti, Enrico Solazzo, Federico Benvenuto
Prediction of severe thunderstorm events with ensemble deep learning and radar data. CoRR (2021)
Francesco Marchetti, Sabrina Guastavino, Michele Piana, Cristina Campi
Score-oriented loss (SOL) functions. CoRR (2021)
Serena Crisci, Michele Piana, Valeria Ruggiero, Mara Scussolini
A Regularized Affine-Scaling Trust-Region Method for Parametric Imaging of Dynamic PET Data. SIAM J. Imaging Sci. 14 (1) (2021)
Riccardo Aramini, Fabrice Delbary, Mauro Carlo Beltrametti, Claudio Estatico, Michele Piana, Anna Maria Massone
On the Asymptotic Equivalence Between the Radon and the Hough Transforms of Digital Images. SIAM J. Imaging Sci. 14 (2) (2021)
Emma Perracchione, Paolo Massa, Anna Maria Massone, Michele Piana
Visibility Interpolation in Solar Hard X-ray Imaging: Application to RHESSI and STIX. CoRR (2020)
Federico Benvenuto, Cristina Campi, Anna Maria Massone, Michele Piana
Machine learning as a flaring storm warning machine: Was a warning machine for the September 2017 solar flaring storm possible? CoRR (2020)
Elisabetta Vallarino, Michele Piana, Alberto Sorrentino, Sara Sommariva
The role of spectral complexity in connectivity estimation. CoRR (2020)
Rita Lai, Daniela Schenone, Gianmario Sambuceti, Anna Maria Massone, Cristina Campi, Adriano Chiò, Claudia Caponnetto, Angelina Cistaro, Matteo Bauckneht, Vanessa Cossu, Silvia Morbelli, Cecilia Marini, Michele Piana
Prognostic power of the human psoas muscles FDG metabolism in amyotrophic lateral sclerosis. Medical Imaging: Computer-Aided Diagnosis (2020)
Daniela Schenone, Rita Lai, Michele Cea, Federica Rossi, Lorenzo Torri, Bianca Bignotti, Giulia Succio, Stefano Gualco, Alessio Conte, Alida Dominietto, Anna Maria Massone, Michele Piana, Cristina Campi, Francesco Frassoni, Gianmario Sambuceti, Alberto Tagliafico
Radiomics and artificial intelligence analysis of CT data for the identification of prognostic features in multiple myeloma. Medical Imaging: Computer-Aided Diagnosis (2020)
Michele Piana, Giacomo Caviglia, Sara Sommariva
Mathematical modelling of nuclear medicine data. CoRR (2020)
Elisabetta Vallarino, Sara Sommariva, Michele Piana, Alberto Sorrentino
On the two-step estimation of the cross-power spectrum for dynamical inverse problems. CoRR (2019)
Sabrina Guastavino, Michele Piana, Anna Maria Massone, Richard A. Schwartz, Federico Benvenuto
Desaturating EUV observations of solar flaring storms. CoRR (2019)
Francesco Fiz, Helmut Dittmann, Cristina Campi, Matthias Weissinger, Samine Sahbai, Matthias Reimold, Arnulf Stenzl, Michele Piana, Gianmario Sambuceti, Christian la Fougère
Automated Definition of Skeletal Disease Burden in Metastatic Prostate Carcinoma: a 3D analysis of SPECT/CT images. CoRR (2019)
Serena Crisci, Michele Piana, Valeria Ruggiero, Mara Scussolini
Computational approaches for parametric imaging of dynamic PET data. CoRR (2019)
Michele Piana, Federico Benvenuto, Anna Maria Massone, Cristina Campi
FLARECAST: An I4.0 Technology for Space Weather Using Satellite Data. RTSI (2018)
Federico Benvenuto, Michele Piana, Cristina Campi, Anna Maria Massone
A hybrid supervised/unsupervised machine learning approach to solar flare prediction. CoRR (2017)
Miguel A. Duval-Poo, Michele Piana, Anna Maria Massone
Solar hard X-ray imaging by means of Compressed Sensing and Finite Isotropic Wavelet Transform. CoRR (2017)
Cristina Campi, Annalisa Perasso, Mauro Carlo Beltrametti, Michele Piana, Gianmario Sambuceti, Anna Maria Massone
HT-BONE: a graphical user interface for the identification of bone profiles in CT images via extended Hough transform. Medical Imaging: Image Processing (2016)
Richard A. Schwartz, Gabriele Torre, Anna Maria Massone, Michele Piana
: A Solar SoftWare tool for image de-saturation in the Atmospheric Image Assembly onboard the Solar Dynamics Observatory. Astron. Comput. 13 (2015)
Richard A. Schwartz, Gabriele Torre, Anna Maria Massone, Michele Piana
DESAT: an SSW tool for SDO/AIA image de-saturation. CoRR (2015)
Sara Giordano, Nicola Pinamonti, Michele Piana, Anna Maria Massone
. SIAM J. Imaging Sci. 8 (2) (2015)
Cristian Toraci, Gabriele Zaccaria, Stefano Ceriani, David Wilson, Marco Fato, Michele Piana
Sliding window and compressive sensing for low-field dynamic magnetic resonance imaging. CoRR (2014)
Mauro Carlo Beltrametti, Anna Maria Massone, Michele Piana
Hough Transform of Special Classes of Curves. SIAM J. Imaging Sci. 6 (1) (2013)
Giovanni Giorgi, Massimo Brignone, Riccardo Aramini, Michele Piana
Application of the Inhomogeneous Lippmann-Schwinger Equation to Inverse Scattering Problems. SIAM J. Appl. Math. 73 (1) (2013)
Sara Garbarino, Giacomo Caviglia, Massimo Brignone, Michela Massollo, Gianmario Sambuceti, Michele Piana
Estimate of FDG Excretion by means of Compartmental Analysis and Ant Colony Optimization of Nuclear Medicine Data. Comput. Math. Methods Medicine 2013 (2013)
Cristina Campi, Annalisa Perasso, Mauro Carlo Beltrametti, Anna Maria Massone, Gianmario Sambuceti, Michele Piana
Pattern recognition in medical imaging by means of the Hough transform of curves. ISPA (2013)
Cristina Campi, Annalisa Pascarella, Alberto Sorrentino, Michele Piana
Highly Automated Dipole EStimation (HADES). Comput. Intell. Neurosci. 2011 (2011)
Fabrice Delbary, Massimo Brignone, Giovanni Bozza, Riccardo Aramini, Michele Piana
A Visualization Method for Breast Cancer Detection Using Microwaves. SIAM J. Appl. Math. 70 (7) (2010)
Marco Prato, Michele Piana, A. Gordon Emslie, G. J. Hurford, Eduard P. Kontar, Anna Maria Massone
A Regularized Visibility-Based Approach to Astronomical Imaging Spectroscopy. SIAM J. Imaging Sci. 2 (3) (2009)
Riccardo Aramini, Massimo Brignone, Joe Coyle, Michele Piana
Postprocessing of the Linear Sampling Method by Means of Deformable Models. SIAM J. Sci. Comput. 30 (5) (2008)
Fabio Mazzone, Joe Coyle, Anna Maria Massone, Michele Piana
FIST: A fast visualizer for fixed-frequency acoustic and electromagnetic inverse scattering problems. Simul. Model. Pract. Theory 14 (2) (2006)
Lorenzo Rosasco, Ernesto De Vito, Andrea Caponnetto, Michele Piana, Alessandro Verri
Are Loss Functions All the Same?. Neural Comput. 16 (5) (2004)
Ernesto De Vito, Lorenzo Rosasco, Andrea Caponnetto, Michele Piana, Alessandro Verri
Some Properties of Regularized Kernel Methods J. Mach. Learn. Res. 5 (2004)
Michio Miyakawa, Kentaroh Orikasa, Mario Bertero, Patrizia Boccacci, Franco Conte, Michele Piana
Experimental validation of a linear model for data reduction in Chirp-Pulse microwave CT. IEEE Trans. Medical Imaging 21 (4) (2002)