Massimo Martinelli

45 papers A 1C 5Misc 3Journal 18Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Visible and Hyperspectral Imaging for Quality Assessment of Milk: Property Characterisation and Identification.
CoRR
Massimo Martinelli, Elena Tomassi, Nafiou Arouna, Morena Gabriele, Laryssa Perez Fabbri, Luisa Pozzo, Bianca Castiglioni, Paola Cremonesi, Giuseppe Conte, Davide Moroni, Laura Pucci
2025 J jnl
Batch-CAM: Introduction to better reasoning in convolutional deep learning models.
CoRR
Giacomo Ignesti, Davide Moroni, Massimo Martinelli
2025 J jnl
Efficient adaptive ensembling for image classification.
Expert Syst. J. Knowl. Eng.
Antonio Bruno, Davide Moroni, Massimo Martinelli
2024 — conf
Advancing Sustainability: Research Initiatives at the Signals and Images Lab.
Ital-IA
Antonio Bruno, Claudia Caudai, Francesco Conti, Massimo Martinelli, Giuseppe Riccardo Leone, Massimo Magrini, Davide Moroni, Ch Muhammad Awais, Oscar Papini, Maria Antonietta Pascali, Gabriele Pieri, Marco Reggiannini, Marco Righi, Emanuele Salerno, Andrea Scozzari, Marco Tampucci
2024 C conf
Plant-traits: how citizen science and artificial intelligence can impact natural science.
FedCSIS
Giacomo Ignesti, Davide Moroni, Massimo Martinelli
2024 J jnl
Remote Sensing for Maritime Traffic Understanding.
Remote. Sens.
Marco Reggiannini, Emanuele Salerno, Clara Bacciu, Andrea D'Errico, Angelica Lo Duca, Andrea Marchetti, Massimo Martinelli, Costanzo Mercurio, Antonino Mistretta, Marco Righi, Marco Tampucci, Claudio Di Paola
2024 — conf
Towards the actual deployment of robust, adaptable, and maintainable AI models for sustainable agriculture.
FedCSIS (Position Papers)
Giacomo Ignesti, Davide Moroni, Massimo Martinelli
2024 — conf
You've Got the Wrong Outfit: Evaluating Deep Learning Paradigms on Digit and Fashion Recognition.
ICPR (Workshops and Challenges, 3)
Giacomo Ignesti, Massimo Martinelli, Davide Moroni
2023 J jnl
Are We Using Autoencoders in a Wrong Way?
CoRR
Gabriele Martino, Davide Moroni, Massimo Martinelli
2023 — conf
Deep learning methods for point-of-care ultrasound examination.
SITIS
Giacomo Ignesti, Chiara Deri, Gennaro D'Angelo, Lorenza Pratali, Antonio Bruno, Antonio Benassi, Ovidio Salvetti, Davide Moroni, Massimo Martinelli
2023 J jnl
Editorial: Artificial intelligence in point of care diagnostics.
Frontiers Digit. Health
Massimo Martinelli, Davide Moroni, Ales Procházka, Marija Strojnik
2023 C conf
Efficient Deep Learning Approach for Olive Disease Classification.
FedCSIS
Antonio Bruno, Davide Moroni, Massimo Martinelli
2023 J jnl
Explaining Ensemble Models for Lung Ultrasound Classification.
ERCIM News
Antonio Bruno, Giacomo Ignesti, Massimo Martinelli
2023 — conf
Medical Waste Sorting: A Computer Vision Approach For Assisted Primary Sorting.
ICASSP Workshops
Antonio Bruno, Claudia Caudai, Giuseppe Riccardo Leone, Massimo Martinelli, Davide Moroni, F. Crotti
2023 J jnl
Medical Waste Sorting: a computer vision approach for assisted primary sorting.
CoRR
Antonio Bruno, Claudia Caudai, Giuseppe Riccardo Leone, Massimo Martinelli, Davide Moroni, F. Crotti
2022 — conf
An intelligent platform of services based on multimedia understanding and telehealth for supporting the management of SARS-CoV-2 multi-pathological patients.
SITIS
Giacomo Ignesti, Antonio Bruno, Chiara Deri, Gennaro D'Angelo, Luca Bastiani, Lorenza Pratali, Silvia Memmini, Davide Cicalini, Alessandro Dini, Giulio Galesi, Francesca Pardini, Marco Tampucci, Antonio Benassi, Ovidio Salvetti, Davide Moroni, Massimo Martinelli
2022 J jnl
Efficient Adaptive Ensembling for Image Classification.
CoRR
Antonio Bruno, Davide Moroni, Massimo Martinelli
2022 J jnl
Improving plant disease classification by adaptive minimal ensembling.
Frontiers Artif. Intell.
Antonio Bruno, Davide Moroni, Riccardo Dainelli, Leandro Rocchi, Silvia Morelli, Emilio Ferrari, Piero Toscano, Massimo Martinelli
2022 — conf
Revisiting Ensembling for Improving the Performance of Deep Learning Models.
ICPR Workshops (2)
Antonio Bruno, Davide Moroni, Massimo Martinelli
2020 J jnl
From Human Mesenchymal Stromal Cells to Osteosarcoma Cells Classification by Deep Learning.
CoRR
Mario D'Acunto, Massimo Martinelli, Davide Moroni
2019 J jnl
Fault Detection in Power Equipment via an Unmanned Aerial System Using Multi Modal Data.
Sensors
Bushra Jalil, Giuseppe Riccardo Leone, Massimo Martinelli, Davide Moroni, Maria Antonietta Pascali, Andrea Berton
2019 J jnl
From human mesenchymal stromal cells to osteosarcoma cells classification by deep learning.
J. Intell. Fuzzy Syst.
Mario D'Acunto, Massimo Martinelli, Davide Moroni
2019 — conf
Towards a Behavior Analysis of Remote-Sensed Vessels.
SITIS
Marco Reggiannini, Emanuele Salerno, Massimo Martinelli, Marco Righi, Marco Tampucci, Luigi Bedini
2018 Misc conf
Deep Learning Approach to Human Osteosarcoma Cell Detection and Classification.
MISSI
Mario D'Acunto, Massimo Martinelli, Davide Moroni
2018 Misc conf
Remote Sensing for Maritime Monitoring and Vessel Prompt Identification.
MISSI
Marco Reggiannini, Marco Righi, Marco Tampucci, Luigi Bedini, Claudio Di Paola, Massimo Martinelli, Costanzo Mercurio, Emanuele Salerno
2018 Misc conf
To Identify Hot Spots in Power Lines Using Infrared and Visible Sensors.
MISSI
Bushra Jalil, Maria Antonietta Pascali, Giuseppe Riccardo Leone, Massimo Martinelli, Davide Moroni, Ovidio Salvetti
2017 J jnl
Mirror Mirror on the Wall... An Unobtrusive Intelligent Multisensory Mirror for Well-Being Status Self-Assessment and Visualization.
IEEE Trans. Multim.
Pedro Henríquez, Bogdan J. Matuszewski, Yasmina Andreu, Luca Bastiani, Sara Colantonio, Giuseppe Coppini, Mario D'Acunto, Riccardo Favilla, Danila Germanese, Daniela Giorgi, Paolo Marraccini, Massimo Martinelli, Maria-Aurora Morales, Maria Antonietta Pascali, Marco Righi, Ovidio Salvetti, Marcus Larsson, Tomas Strömberg, Lise Randeberg, Asgeir Bjorgan, Giorgos A. Giannakakis, Matthew Pediaditis, Franco Chiarugi, Eirini Christinaki, Kostas Marias, Manolis Tsiknakis
2015 A conf
Mirror mirror on the wall... An intelligent multisensory mirror for well-being self-assessment.
ICME
Yasmina Andreu Cabedo, Pedro Castellano, Sara Colantonio, Giuseppe Coppini, Riccardo Favilla, Danila Germanese, Giorgos A. Giannakakis, Daniela Giorgi, Marcus Larsson, Paolo Marraccini, Massimo Martinelli, Bogdan J. Matuszewski, Matijia Milanic, Maria Antonietta Pascali, Matthew Pediaditis, Giovanni Raccichini, Lise Randeberg, Ovidio Salvetti, Tomas Strömberg
2014 — conf
A Wize Mirror for Lifestyle Improvement.
InMed
Antonio Benassi, Sara Colantonio, Daniela Giorgi, Massimo Magrini, Massimo Martinelli, Maria Antonietta Pascali, Marco Righi, Ovidio Salvetti
2014 — conf
Personalized Guidance for People Empowerment and Self-efficacy towards Healthy Lifestyles - The Solution Proposed in SEMEOTICONS.
HEALTHINF
Sara Colantonio, Massimo Martinelli, Ovidio Salvetti
2013 J jnl
ARGO Sentinel: The Mobile App for Reporting Oil Spillages at Sea.
ERCIM News
Massimo Martinelli, Davide Moroni, Ovidio Salvetti
2012 J jnl
A Knowledge Editing Service for Multisource Data Management in Remote Health Monitoring.
IEEE Trans. Inf. Technol. Biomed.
Sara Colantonio, Massimo Esposito, Massimo Martinelli, Giuseppe De Pietro, Ovidio Salvetti
2012 — conf
Thesaurus Project: Design of New Autonomous Underwater Vehicles for Documentation and Protection of Underwater Archaeological Sites.
EuroMed
Benedetto Allotta, S. Bargagliotti, L. Botarelli, Andrea Caiti, Vincenzo Calabrò, G. Casa, Michele Cocco, Sara Colantonio, Carlo Colombo, S. Costa, Marco Fanfani, L. Franchi, P. Gambogi, Lavinio Gualdesi, Denise La Monica, Massimo Magrini, Massimo Martinelli, Davide Moroni, Andrea Munafò, Gordon J. Pace, C. Papa, Maria Antonietta Pascali, Gabriele Pieri, Marco Reggiannini, Marco Righi, Ovidio Salvetti, Marco Tampucci
2011 — conf
Decision Support for the Remote Management of Chronic Patients.
MobiHealth
Sara Colantonio, Giuseppe De Pietro, Massimo Esposito, Alberto Machì, Massimo Martinelli, Ovidio Salvetti
2011 C conf
Knowledge based Decision Support for the Management of Chronic Patients.
KEOD
Sara Colantonio, Massimo Martinelli, Ovidio Salvetti, Giuseppe De Pietro, Massimo Esposito, Alberto Machì
2011 — conf
Ontology and Algorithms Integration for Image Analysis.
MUSCLE
Sara Colantonio, Massimo Martinelli, Ovidio Salvetti
2010 J jnl
A Knowledge-based Infrastructure for the Management of Diagnostic Imaging Procedures in the Heart Failure Domain.
Trans. Mass Data Anal. Images Signals
Massimo Martinelli, Davide Moroni, Ovidio Salvetti, Marco Tampucci
2010 J jnl
Decision support in heart failure through processing of electro- and echocardiograms.
Artif. Intell. Medicine
Franco Chiarugi, Sara Colantonio, Dimitra Emmanouilidou, Massimo Martinelli, Davide Moroni, Ovidio Salvetti
2009 C conf
A Decision Support System for Aiding Heart Failure Management.
ISDA
Sara Colantonio, Massimo Martinelli, Davide Moroni, Ovidio Salvetti, Franco Chiarugi, Dimitra Emmanouilidou
2008 — conf
A Decision Support Resource as a Kernel of a Semantic Web Based Platform Oriented to Heart Failure.
SWWS
Sara Colantonio, Massimo Martinelli, Davide Moroni, Ovidio Salvetti, Antonio Candelieri, Domenico Conforti, Francesco Perticone, Angela Sciacqua, Christos Biniaris, Andy Marsh
2008 — conf
Decision Support and Image & Signal Analysis in Heart Failure - A Comprehensive Use Case.
HEALTHINF (1)
Sara Colantonio, Massimo Martinelli, Davide Moroni, Ovidio Salvetti, Francesco Perticone, Angela Sciacqua, Franco Chiarugi, Domenico Conforti, Antonio Gualtieri, Vincenzo Lagani
2007 — conf
An Approach to Decision Support in Heart Failure.
SWAP
Sara Colantonio, Massimo Martinelli, Davide Moroni, Ovidio Salvetti, Francesco Perticone, Angela Sciacqua, Domenico Conforti, Antonio Gualtieri
2007 C conf
Integration of Structural and Semantic Models for Multimedia Metadata Management.
CBMI
Suzanne Little, Massimo Martinelli, Ovidio Salvetti, Ugur Güdükbay, Özgür Ulusoy, Gaël de Chalendar, Gregory Grefenstette
2007 — conf
Thesaurus-Based Ontology on Image Analysis.
SAMT
Sara Colantonio, Igor B. Gurevich, Massimo Martinelli, Ovidio Salvetti, Yulia Trusova
2006 — conf
MultiMedia Metadata Management: a Proposal for an Infrastructure.
SWAP
Patrizia Asirelli, Suzanne Little, Massimo Martinelli, Ovidio Salvetti