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Scientific Productions

Umberto Amato, Anestis Antoniadis, Italia De Feis, Yannig Goude, Audrey Lagache

Forecasting high resolution electricity demand data with additive models including smooth and jagged components

International Journal of Forecasting [Elsevier],

Easter S Suviseshamuthu, Didier Allexandre, Umberto Amato, Biancamaria Della Vecchia, H Yu Guang

PROLIFIC: A Fast and Robust Profile-Likelihood-Based Muscle Onset Detection in Electromyogram Using Discrete Fibonacci Search

IEEE Access [IEEE], Volume: 8 Pages: 105362-105375

Umberto Amato, Anestis Antoniadis, Italia De Feis, Irene Gijbels

Penalised robust estimators for sparse and high-dimensional linear models

Statistical Methods & Applications [Springer Berlin Heidelberg], Pages: 1-48

Umberto Amato, Anestis Antoniadis, Maria Francesca Carfora

Cloud Detection: An Assessment Study from the ESA Round Robin Exercise for PROBA-V

Sensors [Multidisciplinary Digital Publishing Institute], Volume: 20 Issue: 7 Pages: 2090

Donatella Granata, Angelo Palombo, Federico Santini, Umberto Amato

Noise Removal from Remote Sensed Images by NonLocal Means with OpenCL Algorithm

Remote Sensing [Multidisciplinary Digital Publishing Institute], Volume: 12 Issue: 3 Pages: 414

Umberto Amato, Anestis Antoniadis, Italia De Feis

Flexible, boundary adapted, nonparametric methods for the estimation of univariate piecewise-smooth functions

Statistics Surveys [The author, under a Creative Commons Attribution License], Volume: 14 Pages: 32-70

B Ruggiero, U Amato, B Franco, L De Petrocellis, A Vettoliere, C Granata, S Silvestrini, C Bonavolontà, M Valentino, J Brocchieri, P Silvestrini

Life cycle of scientific publications in the field of high social impact

Soft Computing [Springer Berlin Heidelberg], Pages: 1-10

Donatella Granata, Umberto Amato, Bruno Alfano

MRI denoising by nonlocal means on multi-GPU

Journal of Real-Time Image Processing [Springer Berlin Heidelberg], Volume: 16 Issue: 2 Pages: 523-533

Donatella Granata, Umberto Amato, Bruno Alfano

MRI denoising by nonlocal means on multi-GPU

Journal of Real-Time Image Processing [Springer Berlin Heidelberg], Volume: 16 Issue: 2 Pages: 523-533

Umberto Amato, Biancamaria Della Vecchia

Iterative rational least squares fitting

Georgian Mathematical Journal [De Gruyter], Volume: 1 Issue: ahead-of-print

Umberto Amato, Biancamaria Della Vecchia

Iterative rational least squares fitting

Georgian Mathematical Journal [De Gruyter], Volume: 1 Issue: ahead-of-print

Umberto Amato, Biancamaria Della Vecchia

On Shepard–Gupta-type operators

Journal of inequalities and applications [SpringerOpen], Volume: 2018 Issue: 1 Pages: 1-13

Jing Zhao, Haili Zong

Solving the multiple-set split equality common fixed-point problem of firmly quasi-nonexpansive operators

Journal of inequalities and applications [SpringerOpen], Volume: 2018 Issue: 1 Pages: 1-18

U Amato, B Della Vecchia

INEQUALITIES FOR SHEPARD–TYPE OPERATORS

J. Math. Inequal [], Volume: 12 Issue: 2 Pages: 517-530

S Easter Selvan, Didier Allexandre, Umberto Amato, Guang H Yue

Unsupervised Stochastic Strategies for Robust Detection of Muscle Activation Onsets in Surface Electromyogram

IEEE Transactions on Neural Systems and Rehabilitation Engineering [IEEE], Volume: 26 Issue: 6 Pages: 1279-1291

Umberto Amato, Anestis Antoniadis, Italia De Feis, Yannig Goude

Estimation and group variable selection for additive partial linear models with wavelets and splines

South African Statistical Journal [South African Statistical Association (SASA)], Volume: 51 Issue: 2 Pages: 235-272

Umberto Amato, Biancamaria Della Vecchia

Rational Operators Based on q-Integers

Results in Mathematics [Springer International Publishing], Volume: 72 Issue: 3 Pages: 1109-1128

Umberto Amato, Biancamaria Della Vecchia

Weighting Shepard-type operators

Computational and Applied Mathematics [Springer International Publishing], Volume: 36 Issue: 2 Pages: 885-902

Paolo Silvestrini, Umberto Amato, Antonio Vettoliere, Stefano Silvestrini, Berardo Ruggiero

Rate equation leading to hype-type evolution curves: A mathematical approach in view of analysing technology development

Technological Forecasting and Social Change [North-Holland], Volume: 116 Pages: 1-12

Umberto Amato, Anestis Antoniadis, Italia De Feis

Additive model selection

Statistical Methods & Applications [Springer Berlin Heidelberg], Volume: 25 Issue: 4 Pages: 519-564

Umberto Amato, Biancamaria Della Vecchia

Modelling by Shepard-type curves and surfaces.

Journal of Computational Analysis & Applications [], Volume: 20 Issue: 1

Umberto Amato, Della Vecchia Biancamaria

Bridging Bernstein and Lagrange polynomials

Mathematical Communications [Odjel za matematiku, Sveučilište JJ Strossmayera u Osijeku], Volume: 20 Issue: 2 Pages: 151-160

Amit Chattopadhyay, Suviseshamuthu Easter Selvan, Umberto Amato

A derivative-free Riemannian Powell’s method, minimizing Hartley-entropy-based ICA contrast

IEEE transactions on neural networks and learning systems [IEEE], Volume: 27 Issue: 9 Pages: 1983-1990

Amit Chattopadhyay, Suviseshamuthu Easter Selvan, Umberto Amato

A Derivative-Free Riemannian Powell’s Method, Minimizing Hartley-Entropy-Based ICA Contrast

IEEE transactions on neural networks and learning systems [IEEE], Volume: 27 Issue: 9 Pages: 1983-1990

Umberto Amato, Biancamaria Della Vecchia

New results on rational approximation

Results in Mathematics [Springer Basel], Volume: 67 Issue: 3-4 Pages: 345-364

M Caroline Viola Stella Mary, Elijah Blessing Rajsingh, J Kishore Kumar Jacob, D Anandhi, Umberto Amato, S Easter Selvan

An empirical study on optic disc segmentation using an active contour model

Biomedical Signal Processing and Control [Elsevier], Volume: 18 Pages: 19-29

U Amato, L Lavanant, G Liuzzi, G Masiello, C Serio, R Stuhlmann, SA Tjemkes

Cloud mask via cumulative discriminant analysis applied to satellite infrared observations: scientific basis and initial evaluation

Meas. Tech [], Volume: 7 Pages: 3355-3372

Loredana Murino, Donatella Granata, Maria Francesca Carfora, S Easter Selvan, Bruno Alfano, Umberto Amato, Michele Larobina

Evaluation of supervised methods for the classification of major tissues and subcortical structures in multispectral brain magnetic resonance images

Computerized medical imaging and graphics [Pergamon], Volume: 38 Issue: 5 Pages: 337-347

Barbara Masiello, Alessandra Marasco, Francesco Izzo, Umberto Amato

EXPLORING CLIENTS’ROLE IN THE INNOVATION OF ADVERTISING SERVICES: A EUROPEAN SURVEY

21st IPDM Conference “Innovation through Engineering, Business and Design”, Limerick, Ireland [],

Loredana Murino, Umberto Amato, Maria Francesca Carfora, Anestis Antoniadis, Bormin Huang, W Paul Menzel, Carmine Serio

Cloud detection of MODIS multispectral images

Journal of Atmospheric and Oceanic Technology [], Volume: 31 Issue: 2 Pages: 347-365

MSP Subathra, S Easter Selvan, T Aruldoss Albert Victoire, A Hepzibah Christinal, Umberto Amato

A hybrid with cross-entropy method and sequential quadratic programming to solve economic load dispatch problem

IEEE systems Journal [IEEE], Volume: 9 Issue: 3 Pages: 1031-1044

MSP Subathra, S Easter Selvan, T Aruldoss Albert Victoire, A Hepzibah Christinal, Umberto Amato

A hybrid with cross-entropy method and sequential quadratic programming to solve economic load dispatch problem

IEEE Systems Journal [IEEE], Volume: 9 Issue: 3 Pages: 1031-1044

S Easter Selvan, MSP Subathra, A Hepzibah Christinal, Umberto Amato

On the benefits of Laplace samples in solving a rare event problem using cross-entropy method

Applied Mathematics and Computation [Elsevier], Volume: 225 Pages: 843-859

L Vitale, L Ottaiano, F Polimeno, G Maglione, U Amato, C Arena, P Di Tommasi, M Mori, V Magliulo

Effects of 3, 4-dimethylphyrazole phosphate-added nitrogen fertilizers on crop growth and N2O emissions in Southern Italy.

Plant, Soil and Environment [], Volume: 59 Issue: 11 Pages: 517-523

Umberto Amato, Patrizia Lavia, Vito Mocella

Boycott challenges research tactics

Nature [Nature Publishing Group], Volume: 501 Issue: 7467 Pages: 316-316

Umberto Amato, Anestis Antoniadis, Maria Francesca Carfora, Paolo Colandrea, Vincenzo Cuomo, Monica Franzese, Stefano Pignatti, Carmine Serio

Statistical classification for assessing PRISMA hyperspectral potential for agricultural land use

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing [IEEE], Volume: 6 Issue: 2 Pages: 615-625

Loredana Murino, Umberto Amato, Bruno Alfano

Automatic MRI Brain Tissue Classification

ERCIM NEWS [], Pages: 30

Carmine Serio, Guido Masiello, Sara Venafra, Umberto Amato, I De Feis

Application Data for MTG-IRS Cloud Detection Method

EUMETSAT, Darmstadt [],

U AMATO, MF CARFORA, C COSMI, V CUOMO

M. MACCHIATOf, M. RAGOSTA" and C. SERIOf

Entropy and Energy Dissipation in Water Resources [Springer Science & Business Media], Volume: 9 Pages: 303

SP Adhikari, A Alessandri, B Alfano, AM Alimi, E Alonso, U Amato, B Ammar, D Anguita, M Antonini, DW Apley, T Asfour, JL Aznarte, D Bacciu, B Baesens, A Balavoine, N Barnes, CP Bechlioulis, A Behal, F Bellocchio, JM Benitez, R Benosman, C Bergmeir, W Bian, DAJ Blythe, F Bonanno, NA Borghese, P Bouboulis, D Bouchaffra, CS Bouganis, N Bouguila, S Boutemedjet, F Cai, K Cameron, KD Cantley, J Cao, Y Cao, Z Cao, G Capizzi, MF Carfora, T Chai, FJ Chang, LC Chang, X Chang, RA Chapman, SP Chatzis, WW Che, B Chen, D Chen, G Chen, H Chen, J Chen, L Chen

2012 Index IEEE Transactions on Neural Networks and Learning Systems Vol. 23

IEEE Transactions on Neural Networks and Learning Systems [], Volume: 23 Issue: 12 Pages: 2013

Suviseshamuthu Easter Selvan, Umberto Amato, Kyle A Gallivan, Chunhong Qi, Maria Francesca Carfora, Michele Larobina, Bruno Alfano

Descent algorithms on oblique manifold for source-adaptive ICA contrast

IEEE Transactions on Neural Networks and Learning Systems [IEEE], Volume: 23 Issue: 12 Pages: 1930-1947

Silvia Ranucci, Teresa Bertolini, Luca Vitale, Paul Di Tommasi, Lucia Ottaiano, Marco Oliva, Umberto Amato, Angelo Fierro, Vincenzo Magliulo

The influence of management and environmental variables on soil N 2 O emissions in a crop system in Southern Italy

Plant and soil [Springer Netherlands], Volume: 343 Issue: 1-2 Pages: 83-96

Bruno Alfano, Marco Comerci, Michele Larobina, Anna Prinster, Joseph P Hornak, S Easter Selvan, Umberto Amato, Mario Quarantelli, Gioacchino Tedeschi, Arturo Brunetti, Marco Salvatore

An MRI digital brain phantom for validation of segmentation methods

Medical image analysis [Elsevier], Volume: 15 Issue: 3 Pages: 329-339

S Alfieri, U Amato, MF Carfora, M Esposito, V Magliulo

Quantifying trace gas emissions from composite landscapes: A mass-budget approach with aircraft measurements

Atmospheric Environment [Pergamon], Volume: 44 Issue: 15 Pages: 1866-1876

Umberto Amato, Anestis Antoniadis, Alexander Samarov, Alexandre B Tsybakov

Noisy independent factor analysis model for density estimation and classification

Electronic journal of statistics [The Institute of Mathematical Statistics and the Bernoulli Society], Volume: 4 Pages: 707-736

Massimo Di Giulio, Umberto Amato

The close relationship between the biosynthetic families of amino acids and the organisation of the genetic code

Gene [Elsevier], Volume: 435 Issue: 1-2 Pages: 9-12

Umberto Amato, Anestis Antoniadis, Italia De Feis, Guido Masiello, Marco Matricardi, Carmine Serio

Evaluation of a dimension‐reduction‐based statistical technique for Temperature, Water Vapour and Ozone retrievals from IASI radiances

AIP Conference Proceedings [American Institute of Physics], Volume: 1100 Issue: 1 Pages: 211-214

Umberto Amato, Anestis Antoniadis, Italia De Feis, Guido Masiello, Marco Matricardi, Carmine Serio

Functional sliced inverse regression to infer temperature, water vapour and ozone from IASI data

Atmospheric Chemistry & Physics Discussions [], Volume: 9 Issue: 2

Umberto Amato, Rosa Maria Cavalli, Angelo Palombo, Stefano Pignatti, Federico Santini

Experimental approach to the selection of the components in the minimum noise fraction

IEEE Transactions on Geoscience and Remote Sensing [IEEE], Volume: 47 Issue: 1 Pages: 153-160

Umberto Amato, Rosa Maria Cavalli, Angelo Palombo, Stefano Pignatti, Federico Santini

Experimental approach to the selection of the components in the minimum noise fraction

IEEE Transactions on Geoscience and Remote Sensing [IEEE], Volume: 47 Issue: 1 Pages: 153-160

Luisa Cutillo, Umberto Amato

Localized empirical discriminant analysis

Computational statistics & data analysis [North-Holland], Volume: 52 Issue: 11 Pages: 4966-4978

Umberto Amato, Anestis Antoniadis, Vicenze Cuomo, Luisa Cutillo, M Franzese, Loredana Murino, Carmine Serio

Statistical cloud detection from SEVIRI multispectral images

Remote Sensing of Environment [Elsevier], Volume: 112 Issue: 3 Pages: 750-766

Umberto Amato, Maria Francesca Carfora, Paolo Colandrea

WAGRIT: A Web-based Application for Agricultural and Environmental Monitoring

ERCIM News [], Volume: 2008 Issue: 73

Umberto Amato, Anestis Antoniadis, Italia De Feis

Dimension reduction in functional regression with applications

Computational Statistics & Data Analysis [North-Holland], Volume: 50 Issue: 9 Pages: 2422-2446

Umberto Amato, Anestis Antoniadis, Marianna Pensky

Wavelet kernel penalized estimation for non-equispaced design regression

Statistics and Computing [Kluwer Academic Publishers], Volume: 16 Issue: 1 Pages: 37-55

Umberto Amato, Theofanis Sapatinas

Wavelet shrinkage approaches to baseline signal estimation from repeated noisy measurements

Advances and Applications in Statistics [], Volume: 51 Pages: 21-50

B Bizzari, B Bizzarri, U Amato, J Bates, W Benesch, S Buehler, M Capaldo, M Cervino, V Cuomo, L Leonibus, M Desbois, S Dietrich, F Evans, L Eymard, A Gasiewski, N Gustafsson, G Heygster, M Klein, K Kunzi, V Levizzani, GL Liberti, E Lopez-Baeza, P Menzel, J Miao, A Mugnai, P Pagano, J Pailleux, J Pardo, F Porcu, C Prigent, F Prodi, R Rizzi, G Rochard, HP Roesli, C Serio, W Smith, A Speranza, D Staelin, A Sutera, JJ Tsou, C Velden, G Visconti

GOMAS–Geostationary observatory for microwave atmospheric sounding

submitted to ESA in response to the call for ideas for the Next Earth Explorer Core Missions [],

Umberto Amato, Maria Francesca Carfora, Guido Masiello, Carmine Serio

Assessment of cumulative discriminant analysis for cloud detection in the ESA PROBA-V Round Robin exercise

Remote Sensing of Clouds and the Atmosphere XXIV [International Society for Optics and Photonics], Volume: 11152 Pages: 1115207

RQ Iannone, Fabrizio Niro, Philippe Goryl, Steffen Dransfeld, Bianca Hoersch, Kerstin Stelzer, Grit Kirches, M Paperin, Carsten Brockmann, Luis Gómez-Chova, Gonzalo Mateo-García, Rene Preusker, Jürgen Fischer, Umberto Amato, Carmine Serio, Ute Gangkofner, Béatrice Berthelot, M-D Iordache, Luc Bertels, E Wolters, Wouter Dierckx, Iskander Benhadj, Else Swinnen

Proba-V cloud detection Round Robin: Validation results and recommendations

2017 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp) [IEEE], Pages: 1-8

Stefano Pignatti, Nicola Acito, Umberto Amato, Raffaele Casa, Fabio Castaldi, Rosa Coluzzi, Roberto De Bonis, Marco Diani, Vito Imbrenda, Giovanni Laneve, Stefania Matteoli, Angelo Palombo, Simone Pascucci, Federico Santini, Tiziana Simoniello, Cristina Ananasso, Giovanni Corsini, Vincenzo Cuomo

Environmental products overview of the Italian hyperspectral prisma mission: The SAP4PRISMA project

2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) [IEEE], Pages: 3997-4000

Federico Santini, Umberto Amato, M Daraio, Stefano Pignatti, Angelo Palombo, Simone Pascucci

Calibration issues and pre-processing chain of the TASI-600 airborne LWIR hyperspectral scanner

2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) [IEEE], Pages: 1-4

Stefano Pignatti, Nicola Acito, Umberto Amato, Raffaele Casa, Roberto de Bonis, Marco Diani, Giovanni Laneve, Stefania Matteoli, Angelo Palombo, Simone Pascucci, Filomena Romano, Federico Santini, Tiziana Simoniello, Cristina Ananasso, Simona Zoffoli, Giovanni Corsini, Vincenzo Cuomo

Development of algorithms and products for supporting the Italian hyperspectral PRISMA mission: The SAP4PRISMA project

2012 IEEE International Geoscience and Remote Sensing Symposium [IEEE], Pages: 127-130

Suviseshamuthu Easter Selvan, Amit Chattopadhyay, Umberto Amato, Pierre-Antoine Absil

Range-based non-orthogonal ICA using cross-entropy method.

ESANN [],

Easter Selvan Suviseshamuthu, Amit Chattopadhyay, U Amato, Pierre-Antoine Absil

Range-based non-orthogonal ICA using cross-entropy method

European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2012) [],