Abstract is missing.
- Towards an ontology network for Italian educational institutionsLuigi Asprino, Aldo Gangemi, David Grassi, Giorgia Lodi, Nicola Mallogi, Elettra Morini, Maria-Teresa Sagri, Eniko Tolvay. [doi]
- Transparent machine learning for type 1 diabetes diagnosis from gene expression dataRosa Carotenuto, Viviana Pentangelo, Antonio Della Porta, Fabio Palomba. [doi]
- An agentic AI for a new paradigm in business process developmentMohammad AzariJafari, Luisa Mich, Michele Missikoff. [doi]
- Why does AI seem to have a problem with women?Antonio Rodà, Silvana Badaloni. [doi]
- Investigating the mechanisms of embodied intelligence with evolvable modular soft robotsEric Medvet, Giorgia Nadizar, Michel El Saliby, Francesco Rusin, Berfin Sakallioglu. [doi]
- Generative AI: developments, applications, and responsible practicesAlberto Moccardi, Egidia Cirillo, Cristina Davino, Mattia Fonisto, Francesco Gargiulo 0001, Rajib Chandra Ghosh, Ojasvi Gupta, Rajesh R. Jaiswal, Roberto La Rovere, Lidia Marassi, Zahida Mashaallah, Narendra Patwardhan, Gian Marco Orlando, Domenico Benfenati, Giovanni Maria De Filippis, Antonio Elia Pascarella, Diego Russo, Cristiano Russo, Cristian Tommasino, Stefano Marrone 0002, Flora Amato, Antonio Maria Rinaldi, Vincenzo Moscato, Carlo Sansone. [doi]
- Federated hyperdimensional ensembles for mobile malware detectionAndrea Augello, Alessandra De Paola, Giuseppe Lo Re, Gioacchino Zangara. [doi]
- Causal prototype attention classifier: an interpretable model for credit card fraud detection under extreme class imbalanceClaudio Giusti, Mirko Casu, Luca Guarnera, Sebastiano Battiato. [doi]
- Automatic radiology report generation: evaluating the alignment of NLP metrics with radiologist assessmentAndrea Santomauro, Ivan Gallesio, Xhorxhi Kaci, Giorgio Leonardi, Luigi Portinale. [doi]
- Demystifying Generative AI: A Pedagogical ApproachEmanuele Ballarin, Francesco Giacomarra, Andrea Mecchina, Nicholas Andrea Pearson. [doi]
- AI and tourism: a chatbot for small and medium enterprises in the tourism sectorStefano Bistarelli, Marco Cuccarini. [doi]
- Medicine without boundaries: generative AI for translating medical data across modalitiesValerio Guarrasi, Francesco Di Feola, Giulio Ianello, Irene Iele, LinLin Shen, Massimiliano Mantegna, Daniele Molino, Elena Mulero Ayllon, Ludovica Pompilio, Aurora Rofena, Marco Salmè, Rosa Sicilia, Matteo Tortora, Paolo Soda. [doi]
- Efficient transformer-based identification of defects in fastenersLuigi Portinale, Giorgio Leonardi, Stefania Montani, Simone Garau, Guido Noce, Mario Brumini, Enrico Ottaviano. [doi]
- MYCAMPANIA.TRAVEL: leveraging generative AI to enhance digital travel experiencesAniello Somma, Sergio Di Meglio, Fabio Scippacercola, Ermanno Battista, Sergio Di Martino, Luigi Libero Lucio Starace. [doi]
- AI for sustainability should be sustainable in its own: results from project FAIR-Spoke 9Luigi Pontieri, Pietro Sabatino, Francesco Scala. [doi]
- Federated approach for glioblastoma radiogenomic methylation classificationEriberto Andrea Franchi, Elena De Momi, Alberto Redaelli. [doi]
- UniCas research initiatives in medicine and healthcareGabriele Lozupone, Marco Cantone, Emanuele Nardone, Cesare Davide Pace, Ciro Russo, Alessandro Bria, Tiziana D'Alessandro, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca. [doi]
- Prediction of unconstitutional index of Italian billsMonica Palmirani, Michele Corazza, Generoso Longo, Salvatore Sapienza, Pier Francesco Bresciani, Faria Ferooz. [doi]
- Responsible and reliable AI @ CINI AI-ISPiercosma Bisconti Lucidi, Lidia Marassi, Stefano Marrone 0002, Domenico Bloisi, Daniele Nardi, Carlo Sansone. [doi]
- Adaptation, automated feedback, engagement, and effectiveness in learning data science: a summary of five years of researchPierpaolo Vittorini, Ivan Letteri, Tamsir Jobe. [doi]
- Large language models in the software supply chain: challenges and opportunitiesGiacomo Benedetti, Luca Caviglione, Carmela Comito, Daniela Gallo, Alberto Falcone, Massimo Guarascio 0001, Angelica Liguori, Giuseppe Manco 0001, Francesco Sergio Pisani, Ettore Ritacco, Antonino Rullo. [doi]
- FrameSAI: a three-layer framework to create symbiotic AI systemsMiriana Calvano, Antonio Curci, Rosa Lanzilotti, Antonio Piccinno. [doi]
- Generative AI across modalities: insights from our research on domain-aware content generationGiovanna Castellano, Emanuele Colonna, Nicola Fanelli, Lucrezia Laraspata, Ivan Rinaldi, Alberto G. Valerio, Gennaro Vessio. [doi]
- Constructing cryptographic primitives with evolutionary computation and cellular automataRocco Ascone, Firas Ben Ramdhane, Luca Manzoni, Giuliamaria Menara, Gloria Pietropolli. [doi]
- Theoretical basis and computational complexity of semifactual explanationsGianvincenzo Alfano, Sergio Greco, Domenico Mandaglio, Francesco Parisi, Reza Shahbazian, Irina Trubitsyna. [doi]
- End-to-end explainability of machine learning pipelines with decision predicate graphs: a financial scenario case studyLeonardo Arrighi, Matheus Camilo da Silva, Sylvio Barbon Junior. [doi]
- Artificial intelligence in digital medicine across biomedical signal processing and medical imagingSimone Bove, Rosanna Ferrara, Martino Giaquinto, Gennaro Percannella, Alessia Saggese, Mattia Sarno, Francesco Tortorella, Mario Vento. [doi]
- Spatial understanding for industryDaniele Di Mauro, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella. [doi]
- Some research directions for multi-agent systems in medicine and healthVincenzo Auletta, Francesco Cauteruccio, Diodato Ferraioli, Grazia Ferrara. [doi]
- Geometry, topology and mechanistic interpretability of large scale AI modelsAlessio Ansuini, Lorenzo Basile, Federica Bazzocchi, Matteo Biagetti, Alberto Cazzaniga, Stefano Cozzini, Francesca Cuturello, Diego Doimo, Yuri Gardinazzi, Ruggero Lot, Francesco Ortu, Emanuele Panizon, Valerio Piomponi, Tommaso Rodani, Alessandro Serra, Niccolò Tosato, Lucrezia Valeriani. [doi]
- SICURA: a symbiotic AI system to support pharmacological managementRaffaele Manna, Giulia Speranza, Maria Pia di Buono, Gianmarco Troia, Giovanni Vizzini. [doi]
- Advancing trustworthy in AI: mission and research lines at the TRAIL LabStefano Buzi, Simona Cacace, Andrea Loreggia, Nadia Maccabiani, Giorgio Pedrazzi, Mattia Savardi, Alberto Signoroni, Laura Zoboli. [doi]
- Enhancing safety and explainability of reinforcement learning agents for environmental monitoring tasksLuca Marzari, Francesco Trotti, Francesco Dal Santo, Amirhossein Zhalehmehrabi, Celeste Veronese, Davide Villaboni, Federico Bianchi 0002, Daniele Meli, Alberto Castellini, Alessandro Farinelli. [doi]
- Intelligent drones with vision technology for sustainable weed mapping in precision agriculturePasquale De Marinis, Gennaro Vessio, Giovanna Castellano. [doi]
- Teaching with Generative AI: Ethical Human-AI Co-Creation as an Innovative Legal Education MethodologyChiara Gallese. [doi]
- An analysis of vision-language models for fabric retrievalFrancesco Giuliari, Asif Khan Pattan, Mohamed Lamine Mekhalfi, Fabio Poiesi. [doi]
- Health-related NLP activities at IDSIAFabio Rinaldi 0001, Andrea Franchini, Roberta Noseda, Oscar Lithgow-Serrano, Joseph Cornelius, Lorenzo Ruinelli, Amos Colombo, Sandra Mitrovic, Alessandro Ceschi. [doi]
- Evolving roles of intelligent robots in social and industrial domainsGiuseppe De Simone, Pasquale Foggia, Francesco Rosa, Alessia Saggese, Mario Vento. [doi]
- Assessing large multimodal models on complex technical and procedural documentsRoberto Zanoli, Alessandro Dal Pozzo, Alberto Maria Matassoni, Manuela Speranza, Ravi Kiran Chikkala, Bernardo Magnini. [doi]
- Improving medical code classification for death certificates using ontology-adapted contrastive loss in BERT modelsKevin Roitero, Davide Volpi, Riccardo Lunardi, Mihai Horia Popescu, Vincenzo Della Mea. [doi]
- Advances in AI for health and medicine @ Computer-Human Interaction Laboratory (CHILab)Germano Ammirata, Salvatore Contino, Luca Cruciata, Irene Siragusa, Roberto Pirrone. [doi]
- AI-driven applications for diagnostic, clinical decision support and prevention in cardiology, orthopedics, and oncologyCarmen Guzmán-García, Monica Mordonini, Stefano Cagnoni. [doi]
- Misinformation and disinformation in AI: the PICUS Lab experienceLidia Marassi, Narendra Patwardhan, Stefano Marrone 0002, Carlo Sansone. [doi]
- AI for industry at FBKAlessandro Cimatti, Fabio Antonelli, Luisa Bentivogli, Marco Cristoforetti, Andrea Micheli, Fabio Poiesi, Fabio Remondino, Angelo Susi, Stefano Tonetta. [doi]
- Explainability in breast cancer detectionIjaz Ahmad 0007, Alessia Amelio, Daniela Cardone, Eliezer Zahid Gill, Francesca Scozzari. [doi]
- Transforming healthcare with AI: the work of CINI-AIIS at Federico II UniversityMariano Barone, Domenico Benfenati, Salvatore Capuozzo, Giovanni Maria De Filippis, Adriano De Simone, Simona Fioretto, Kyriakos Kristofer Georgiou, Michela Gravina, Julian Gortz, Lidia Marassi, Stefano Marrone 0002, Enea Vincenzo Napolitano, Valeria Panzetta, Giuseppe Pontillo, Giuseppe Riccio, Antonio Romano, Cristiano Russo, Carmela Russo, Cristian Tommasino, Mariano Sirignano, Konstantinos Siettos, Elio Masciari, Antonio Maria Rinaldi, Paolo Antonio Netti, Vincenzo Moscato, Carlo Sansone. [doi]
- AI4Materials: a manifesto for AI-driven scientific discovery in materials scienceEros Radicchi, Usman Syed, Federico Cunico, Michele Cassetta, Uzair Khan, Paolo Marone, Alberto Scarsini, Filiberto Semenzin, Francesco Enrichi, Francesco Setti, Adolfo Speghini, Marco Cristani. [doi]
- Leveraging AI for signal and image analysis in medicine and healthMarco Cafiso, Andrea Carboni, Claudia Caudai, Sara Colantonio, Francesco Conti 0004, Mario D'Acunto, Said Daoudagh, Giulio Del Corso, Danila Germanese, Giacomo Ignesti, Gianmarco Lazzini, Giuseppe Riccardo Leone, Massimo Magrini, Davide Moroni, Francesca Pardini, Maria Antonietta Pascali, Paolo Paradisi, Federico Volpini. [doi]
- Egocentric human-object interaction in industrial scenarios: a case studyMarco Moltisanti, Ketty Cantone, Antonino Lopes, Emanuele Ragusa, Rosario Leonardi, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella. [doi]
- Explaining reinforcement learning policies for power grid operationsLuca Marzari, Francesco Leofante, Enrico Marchesini. [doi]
- Understanding and extrapolating from healthcare data through machine learning: a case study on a COVID-19 DatasetMichele Rispoli, Francesco Salton, Andrea Rocca, Paola Confalonieri, Marco Confalonieri, Alberto d'Onofrio, Luca Manzoni. [doi]
- A comparative study of speech-to-text for ItalianMichela Quadrini, Michele Loreti, Mattia Luciani, Ivano Corradetti, Carboni Matteo, Stefano Vagnoni. [doi]
- Lively Ageing: an integrated system of services and technologies to enhance the well-being of elderlyMartina Casari, Giovanni Bonisoli, Laura Po. [doi]
- AI-VaS: empowering edge video analytics with cloud-based servicesBruno Vento, Cristian Cerasuolo, Andrea Vincenzo Ricciardi, Domenico Rocco, Stefano Saldutti, Antonio Vitale. [doi]
- Enhancing medication safety with LLMsGabriele De Vito, Filomena Ferrucci, Athanasios Angelakis. [doi]
- The BullyBuster Research Center: a multidisciplinary approach to digital and social violenceGiulia Orrù, Guido Colaiacovo, Sara Concas, Antonio Galli, Vincenzo Gattulli, Michela Gravina, Stefano Marrone 0002, Marco Micheletto, Wanda Nocerino, Angela Procaccino, Giovanni Puglisi, Lucia Sarcinella, Enrico Santoro, Grazia Terrone, Alessandro Valenti, Donatella Curtotti, Donato Impedovo, Gian Luca Marcialis, Carlo Sansone. [doi]
- Empirical quantification of spurious correlations in malware detectionBianca Perasso, Ludovico Lozza, Andrea Ponte, Luca Demetrio, Luca Oneto, Fabio Roli. [doi]
- Next-gen health: from multimodal AI to foundation modelsRosa Sicilia, Fatih Aksu, Alessandro Bria, Alice Natalina Caragliano, Camillo Maria Caruso, Ermanno Cordelli, Arianna Francesconi, Valerio Guarrasi, Giulio Iannello, Guido Manni, Massimiliano Mantegna, Giustino Marino, Daniele Molino, Elena Mulero Ayllon, Filippo Ruffini, LinLin Shen, Matteo Tortora, Paolo Soda. [doi]
- Reasoning in the financial space with the vadalog systemTeodoro Baldazzi, Luigi Bellomarini, Emanuel Sallinger. [doi]
- Enabling research collaboration with AI: the BI4E experience with large language modelsGianluca Amato, Marcello Costantini, Luca Di Vita, Francesca Ferri, Paolo Melchiorre, Maria Chiara Meo, Francesca Scozzari, Matteo Vitali. [doi]
- Small Language Models for Public Administration: Towards Sustainable, Trustworthy, and Transparent AI SystemsFrancesco Recanati. [doi]
- AI for public administrations: research at UNIFI DISIT LabPierfrancesco Bellini, Stefano Bilotta, Enrico Collini, Marco Fanfani, Luciano Alessandro Ipsaro Palesi, Paolo Nesi, Gianni Pantaleo. [doi]
- Spherical vision for mobile roboticsMarco La Cascia, Liliana Lo Presti. [doi]
- SAI4EO: generative AI for Earth observation tasksNicolò Taggio, Elio Musacchio, Pierpaolo Basile, Flavio D'Ippolito, Domenico Monaco, Nicola Nicastro, Marco Polignano, Lucia Siciliani, Giovanni Semeraro. [doi]
- Automatic positioning of AI microservices on NextG networks to support interactive hologramsMartina Di Bratto, Antonio Origlia, Jaime Llorca, Andrea Detti, Alessandro Mauro, Marco Grazioso, Vincenzo Norman Vitale, Valentina Russo, Azzurra Mancini, Alessandro Perrino, Nicholas Napolitano, Giovanni Della Corte, Antonia Maria Tulino, Sergio Piane, Margherita Tennirelli. [doi]
- Generative artificial intelligence in public administration: an integrated framework for regulatory compliance, ethical governance, and digital transformationGaetano Riccio. [doi]
- HEMERA: H&E-to-HER2 encoding for morphology-enhanced region annotationDaniel Riccio, Francesco Longobardi, Mara Sangiovanni, Maria Frucci, Nadia Brancati, Mariacarla Staffa, Lorenzo D'Errico, Antonio Ciccarelli. [doi]
- From rules to reports: enhancing diabetes prediction interpretability with anchor and LLMsFrancesco Festa, Antonio Della Porta, Viviana Pentangelo, Fabio Palomba. [doi]
- Neural technologies for predictive analytics in tourism governance processesNatalia Pichierri, Daniele Margiotta, Andriy Shcherbakov, Danilo Croce, Roberto Basili 0001. [doi]
- Towards resilient ocular anomaly detection for health monitoringGiovanni Mancini, Antonio Visconti, Luigi Libero Lucio Starace, Sergio Di Martino, Daniel Riccio. [doi]
- Advancing sustainable AI: research perspectives from the CINI-AIIS Lab at Federico IIAntonio Galli, Antonino Ferraro, Vincenzo Moscato, Lidia Marassi, Carlo Sansone, Stefano Marrone 0002, Antonio Elia Pascarella. [doi]
- Beyond binary classification: ranking for information access in misinformation contextsDavid La Barbera, Gian Carlo Milanese, Georgios Peikos, Gabriella Pasi, Marco Viviani 0001. [doi]
- A concept drift stream generator for intrusion detection systemsGabriele Nicolò Costa, Alessandra De Paola, Salvatore Drago, Pierluca Ferraro, Giuseppe Lo Re. [doi]
- Research on trustworthy and secure AI at the RETIS Lab, SSSUPGiulio Rossolini, Wesam Abbasi, Federico Nesti, Andrea Saracino, Alessandro Biondi 0001, Giorgio C. Buttazzo. [doi]
- Bridging AI and industry: research and innovation from the CINI-AIIS Lab at Federico II UniversityAntonio Galli, Flora Amato, David Carlini, Alessandro Del Prete, Sofia Dutto, Narendra Patwardhan, Stefano Marrone 0002, Vincenzo Moscato, Gabriele Piantadosi, Carlo Sansone, Marco Valle. [doi]
- AI and data science research in life science, system biology and medicineAlessio Ansuini, Alberto Cazzaniga, Edith Natalia Villegas Garcia, Michele Alessi, Federico Barone, Stefano Cozzini, Francesca Cuturello, Fiorella Fabris, Valerio Piomponi, Lucrezia Valeriani, Ruggero Lot, Marco Prenassi. [doi]
- Evaluating the evaluators: trust in adversarial robustness testsAntonio Emanuele Cinà, Maura Pintor, Luca Demetrio, Ambra Demontis, Battista Biggio, Fabio Roli. [doi]
- Detecting anomalies in healthcare processes: a k-NN graph-based approachIuliana Malina Grigore, Azin Moradbeikie, Sylvio Barbon Junior. [doi]
- Is Underrepresentation overemphasized? A study of data bias and algorithmic fairnessMarina Ceccon, Giandomenico Cornacchia, Davide Dalle Pezze, Alessandro Fabris, Gian Antonio Susto. [doi]
- Towards a sustainable future: AI-powered solutions in agriculture and green energyMatteo Tortora, Giulia Romoli, Valerio Guarrasi, Rosa Sicilia, Francesco Conte, Federico Silvestro, Paolo Soda. [doi]
- I-BOAT: an autonomous sailboat to monitor the state of the seasCosimo Distante, Vishali Mankina, André P. D. de Araújo, Luiz Marcos Garcia Gonçalves, Esteban Clua, Arturo Argentieri. [doi]
- Requirements analysis in ARCAD-IA projectPietro Patrizio Ciro Aucelli, Francesco Camastra, Angelo Ciaramella, Emanuel Di Nardo, Alessio Ferone, Antonio Maratea, Raffaele Montella, Antonino Staiano. [doi]
- Feature importance via Shapley values in random forests for sleep apnea and hypopnea detectionGiulia Cisotto, Shayan Sharifi, Shahla Sadeghzadehdarandash, Leonardo Badia. [doi]
- Prompting the future: educator competencies and case-based innovation for GenAI in higher educationGiovanni Adorni, Ilaria Torre 0001, Gianni Viardo Vercelli, Daniele Zolezzi. [doi]
- Advancing green and fair AI: a research perspective on environmental and social sustainabilityLoris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio. [doi]
- Artificial intelligence in cybersecurity: activities of the CINI-AIIS Lab at University of Naples Federico IIRoberto Canonico, Annalisa Navarro, Simon Pietro Romano, Giancarlo Sperlì, Andrea Vignali. [doi]
- Towards sustainable computation: synergizing LLM heat recovery and algorithmic trading for energy-efficient AI systemsIvan Letteri, Pierpaolo Vittorini, Tamsir Jobe. [doi]
- MediMint: medical imaging and multimodal intelligence laboratoryAlberto Signoroni, Mattia Savardi. [doi]
- SISTER: social robots to support biopsychosocial frailtyVincenzo Solfrizzi, Claudia Chiapparino, Giovanna Castellano, Berardina Nadja De Carolis, Davide Lofrese, Giuseppe Palestra, Aurora Toma, Loredana Perla, Stefania Massaro, Maria Teresa Santacroce, Giuseppe De Simone, Alessia Saggese, Mario Vento. [doi]
- Prompt engineering approaches for working with biomedical knowledge graphs through LLMsMarco Mesiti, Emanuele Cavalleri, Matteo Castagna, Paolo Perlasca, Darya Shlyk. [doi]
- Evaluating large language models on Italian tasksBernardo Magnini, Roberto Zanoli, Michele Resta, Martin Cimmino, Paolo Albano, Marco Madeddu, Viviana Patti. [doi]
- Renewable energy management in industry using AI and system simulationBehzad Pirouz, Francesca Guerriero. [doi]
- Towards trustworthy AI in the public transport domainGiuseppe Riccardo Leone, Andrea Carboni, Giulio Del Corso, Silvia Gravili, Davide Moroni, Maria Antonietta Pascali, Sara Colantonio. [doi]
- AI-supported certification of family-friendly organizationsDavide Vandelli, Sara Tonelli, Pietro Marzani, Alessio Palmero Aprosio. [doi]
- Applications of deep learning super-resolution methods for coastal ocean modellingFederica Adobbati, Lorenzo Bonin, Gianpiero Cossarini, Valeria Di Biagio, Fábio Giordano, Paolo Lazzari, Luca Manzoni, Stefano Piani, Marco Reale, Stefano Salon, Cosimo Solidoro, Stefano Querin. [doi]
- AI for environmental, energy, and IoT applications: UniCas industrial research highlightsMario Molinara, Alessandro Bria, Domenico Capriglione, Tiziana D'Alessandro, Claudio De Stefano, Luigi Ferrigno, Francesco Fontanella, Fabrizio Marignetti, Claudio Marrocco, Alessio Miele, Filippo Milano, Hamza Mustafa, Vincenzo Rega, Alessandra Scotto di Freca, Luca Cicala, Sara Parrilli, Mariano Focareta, Giuseppe Meoli, Michele Vitelli, Carmine Bourelly, Andrea Amodei. [doi]
- Modeling and analyzing non-IID data in federated learning based ECG arrhythmia detection scenariosDavide Cantoro, Angela-Tafadzwa Shumba, Gianluigi Semeraro, Mattia Cotardo, Davide Rollo, Teodoro Montanaro, Ilaria Sergi, Massimo de Vittorio, Luigi Patrono. [doi]
- Learning to explain cyberattacks: insights from random forest and decision predicate graphsEron Ponce Pereira, Azin Moradbeikie, Bruno Bogaz Zarpelão, Sylvio Barbon Junior. [doi]
- Improving LLM-generated code via genetic improvement: a summary of recent advancesGiovanni Pinna, Damiano Ravalico, Luigi Rovito, Luca Manzoni, Andrea De Lorenzo. [doi]
- Towards explainability framework for cybersecurity domain: a case study using NERStefano Silvestri, Emanuele Damiano, Raffaele Guarasci, Mario Ciampi. [doi]
- A methodological approach for applications of generative AI to support students and teachersDavide Ponzini, Giovanni Adorni, Daniele D'Agostino, Giorgio Delzanno, Giovanna Guerrini. [doi]
- AI, spot me! Multimodal models in the gymGaetano Dibenedetto, Elio Musacchio, Marco Polignano, Pasquale Lops. [doi]
- Multi-objective particle swarm optimization for environmental risk/benefit analysis with pre-assignment strategyLuca Puzzoli, Gabriele Sbaiz, Luca Manzoni. [doi]
- The SmarTwin project, an intelligent digital supply chain twinPietro Catalano, Angelo Ciaramella, Pietro D'Ambrosio, Aniello De Prisco, Michele Di Capua, Luigi Ferraro, Salvatore Moscariello, Pasquale Perillo. [doi]