Riccardo Pecori

63 papers B 11C 4Misc 2Journal 21Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Towards continuous water stress classification in tomato plants via fuzzy Hoeffding trees and in-vivo biosensors. Evol. Syst. Giovanni Panella, Pietro Ducange, Manuele Bettelli, Filippo Vurro, Michela Janni, Michela Fazzolari, Riccardo Pecori
2025	B	`conf`	In-Vivo Biosensors and Visual Data for Precision Agriculture: a Multimodal Approach for Water Stress Detection in Tomato Plants. PRICAI Giovanni Panella, Mario Luca Bernardi, Marta Cimitile, Michela Janni, Filippo Vurro, Francesco Denaro, Manuele Bettelli, Riccardo Pecori
2025	J	`jnl`	REDInet: a temporal convolutional network-based classifier for A-to-I RNA editing detection harnessing million known events. Briefings Bioinform. Adriano Fonzino, Pietro Luca Mazzacuva, Adam Handen, Domenico Alessandro Silvestris, Annette Arnold, Riccardo Pecori, Graziano Pesole, Ernesto Picardi
2024	—	`conf`	An Explainable Approach to Characterize Heart Diseases Using ECG Images. MetroXRAINE Francesco Denaro, Antonella Madau, Chiara Martini, Riccardo Pecori
2024	—	`conf`	An Explainable Smart Agriculture System based on In- Vivo Biosensors. FUZZ Riccardo Pecori, Giovanni Panella, Filippo Vurro, Manuele Bettelli, Michela Fazzolari, Pietro Ducange
2024	B	`conf`	Automatic Job Safety Report Generation using RAG-based LLMs. IJCNN Mario Luca Bernardi, Marta Cimitile, Riccardo Pecori
2024	J	`jnl`	Characterization of Heart Diseases per Single Lead Using ECG Images and CNN-2D. Sensors Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Debora Montano, Riccardo Pecori
2024	J	`jnl`	Explainable Anomaly Detection of Synthetic Medical IoT Traffic Using Machine Learning. SN Comput. Sci. Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Debora Montano, Riccardo Pecori, Luca Veltri
2024	—	`conf`	Leveraging Incremental Decision Trees and In-Vivo Biosensors for an Explainable Plant Health Monitoring System. EAIS Giovanni Panella, Pietro Ducange, Manuele Bettelli, Filippo Vurro, Michela Fazzolari, Riccardo Pecori
2023	J	`jnl`	A systematic review on artificial intelligence techniques for detecting thyroid diseases. PeerJ Comput. Sci. Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Andrea Maiellaro, Riccardo Pecori
2023	C	`conf`	Anomaly Detection of Medical IoT Traffic Using Machine Learning. DATA Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Debora Montano, Riccardo Pecori, Luca Veltri
2023	J	`jnl`	Classification and Forecasting of Water Stress in Tomato Plants Using Bioristor Data. IEEE Access Manuele Bettelli, Filippo Vurro, Riccardo Pecori, Michela Janni, Nicola Coppedè, Andrea Zappettini, Daniele Tessera
2023	B	`conf`	Early Diagnosis of Cardiac Diseases using ECG Images and CNN-2D. KES Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Debora Montano, Riccardo Pecori
2023	—	`conf`	Explainable Deep Ensemble to Diagnose COVID-19 from CT Scans. EUSFLAT/AGOP Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Riccardo Pecori, Chiara Verdone
2023	—	`conf`	Leveraging Explainable AI Methods and Tools for Educational Data. HELMeTO Gabriella Casalino, Giovanna Castellano, Pietro Ducange, Michela Fazzolari, Riccardo Pecori, Gianluca Zaza
2023	C	`conf`	Machine and Deep Learning Techniques to Classify Arousal Judgments in Dynamic Virtual Experience of Architecture. ICMLA Riccardo Pecori, Paolo Presti, Pietro Avanzini, Lerina Aversano, Fausto Caruana, Marta Cimitile, Debora Montano, Davide Ruzzon, Mario Luca Bernardi, Giovanni Vecchiato
2022	—	`conf`	An Explainable and Evolving Car Driver Identification System based on Decision Trees. EAIS Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Pietro Ducange, Michela Fazzolari, Riccardo Pecori
2022	—	`conf`	Fuzzy Hoeffding Decision Trees for Learning Analytics. OLUD@WCCI Gabriella Casalino, Pietro Ducange, Michela Fazzolari, Riccardo Pecori
2022	—	`ed.`	Higher Education Learning Methodologies and Technologies Online - Third International Workshop, HELMeTO 2021, Pisa, Italy, September 9-10, 2021, Revised Selected Papers HELMeTO Gabriella Casalino, Marta Cimitile, Pietro Ducange, Natalia Padilla Zea, Riccardo Pecori, Pietro Picerno, Paolo Raviolo
2022	—	`conf`	Incremental and Interpretable Learning Analytics Through Fuzzy Hoeffding Decision Trees. HELMeTO Gabriella Casalino, Pietro Ducange, Michela Fazzolari, Riccardo Pecori
2021	J	`jnl`	A Scalable and Secure Publish/Subscribe-Based Framework for Industrial IoT. IEEE Trans. Ind. Informatics Michele Amoretti, Riccardo Pecori, Yanina Protskaya, Luca Veltri, Francesco Zanichelli
2021	J	`jnl`	A systematic review on Deep Learning approaches for IoT security. Comput. Sci. Rev. Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Riccardo Pecori
2021	C	`conf`	Anomaly Detection of actual IoT traffic flows through Deep Learning. ICMLA Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Riccardo Pecori
2021	J	`jnl`	Continuous authentication using deep neural networks ensemble on keystroke dynamics. PeerJ Comput. Sci. Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Riccardo Pecori
2021	J	`jnl`	Deep neural networks ensemble to detect COVID-19 from CT scans. Pattern Recognit. Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Riccardo Pecori
2021	J	`jnl`	Fuzzy Hoeffding Decision Tree for Data Stream Classification. Int. J. Comput. Intell. Syst. Pietro Ducange, Francesco Marcelloni, Riccardo Pecori
2021	J	`jnl`	ReSS: A tool for discovering relevant sets in complex systems. SoftwareX Laura Sani, Michele Amoretti, Stefano Cagnoni, Monica Mordonini, Riccardo Pecori
2020	B	`conf`	Building Explanations for Fuzzy Decision Trees with the ExpliClas Software. FUZZ-IEEE José Maria Alonso, Pietro Ducange, Riccardo Pecori, Raúl Vilas
2020	B	`conf`	Early Detection of Parkinson Disease using Deep Neural Networks on Gait Dynamics. IJCNN Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Riccardo Pecori
2020	B	`conf`	Fuzzy Neural Networks to Detect Parkinson Disease. FUZZ-IEEE Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Riccardo Pecori
2020	B	`conf`	IoT Attack Detection with Deep Learning Analysis. IJCNN Riccardo Pecori, Amin Tayebi, Armando Vannucci, Luca Veltri
2019	—	`conf`	A Relevance Index-Based Method for Improved Detection of Malicious Users in Social Networks. WIVACE Laura Sani, Riccardo Pecori, Paolo Fornacciari, Monica Mordonini, Michele Tomaiuolo, Stefano Cagnoni
2019	—	`ed.`	Artificial Life and Evolutionary Computation - 13th Italian Workshop, WIVACE 2018, Parma, Italy, September 10-12, 2018, Revised Selected Papers WIVACE Stefano Cagnoni, Monica Mordonini, Riccardo Pecori, Andrea Roli, Marco Villani
2019	J	`jnl`	Augmenting Quality of Experience in Distance Learning Using Fog Computing. IEEE Internet Comput. Riccardo Pecori
2019	—	`conf`	Estimation of a Gaussian Source with Memory in Bursty Impulsive Noise. ISPLC Armando Vannucci, Giulio Colavolpe, Riccardo Pecori, Luca Veltri
2019	J	`jnl`	From Complex System Analysis to Pattern Recognition: Experimental Assessment of an Unsupervised Feature Extraction Method Based on the Relevance Index Metrics. Comput. Laura Sani, Riccardo Pecori, Monica Mordonini, Stefano Cagnoni
2019	—	`ed.`	Higher Education Learning Methodologies and Technologies Online - First International Workshop, HELMeTO 2019, Novedrate, CO, Italy, June 6-7, 2019, Revised Selected Papers HELMeTO Daniel Burgos, Marta Cimitile, Pietro Ducange, Riccardo Pecori, Pietro Picerno, Paolo Raviolo, Christian M. Stracke
2019	—	`conf`	Incremental Learning of Fuzzy Decision Trees for Streaming Data Classification. EUSFLAT Conf. Riccardo Pecori, Pietro Ducange, Francesco Marcelloni
2019	J	`jnl`	NEMO: A flexible and highly scalable network EMulatOr. SoftwareX Luca Veltri, Luca Davoli, Riccardo Pecori, Armando Vannucci, Francesco Zanichelli
2019	—	`conf`	Smartphones and Exergame Controllers as BYOD Solutions for the e-tivities of an Online Sport and Exercise Sciences University Program. HELMeTO Pietro Picerno, Riccardo Pecori, Paolo Raviolo, Pietro Ducange
2018	J	`jnl`	A Balanced Trust-Based Method to Counter Sybil and Spartacus Attacks in Chord. Secur. Commun. Networks Riccardo Pecori, Luca Veltri
2018	Misc	`conf`	A Token-based Protocol for Securing MQTT Communications. SoftCOM Marco Calabretta, Riccardo Pecori, Luca Veltri
2018	J	`jnl`	A Virtual Learning Architecture Enhanced by Fog Computing and Big Data Streams. Future Internet Riccardo Pecori
2018	J	`jnl`	A glimpse on big data analytics in the framework of marketing strategies. Soft Comput. Pietro Ducange, Riccardo Pecori, Paolo Mezzina
2018	—	`conf`	An Improved Relevance Index Method to Search Important Structures in Complex Systems. WIVACE Laura Sani, Alberto Bononi, Riccardo Pecori, Michele Amoretti, Monica Mordonini, Andrea Roli, Marco Villani, Stefano Cagnoni, Roberto Serra
2018	—	`conf`	An Integration-Based Approach to Pattern Clustering and Classification. AI*IA Laura Sani, Gianluca D'Addese, Riccardo Pecori, Monica Mordonini, Marco Villani, Stefano Cagnoni
2018	J	`jnl`	An Iterative Information-Theoretic Approach to the Detection of Structures in Complex Systems. Complex. Marco Villani, Laura Sani, Riccardo Pecori, Michele Amoretti, Andrea Roli, Monica Mordonini, Roberto Serra, Stefano Cagnoni
2018	B	`conf`	Can the Relevance Index be Used to Evolve Relevant Feature Sets? EvoApplications Laura Sani, Riccardo Pecori, Emilio Vicari, Michele Amoretti, Monica Mordonini, Stefano Cagnoni
2018	B	`conf`	Social Relevance Index for Studying Communities in a Facebook Group of Patients. EvoApplications Laura Sani, Gianfranco Lombardo, Riccardo Pecori, Paolo Fornacciari, Monica Mordonini, Stefano Cagnoni
2017	—	`conf`	A Relevance Index Method to Infer Global Properties of Biological Networks. WIVACE Marco Villani, Laura Sani, Michele Amoretti, Emilio Vicari, Riccardo Pecori, Monica Mordonini, Stefano Cagnoni, Roberto Serra
2017	B	`conf`	A novel approach for internet traffic classification based on multi-objective evolutionary fuzzy classifiers. FUZZ-IEEE Pietro Ducange, Giuseppe Mannara, Francesco Marcelloni, Riccardo Pecori, Massimo Vecchio
2017	—	`conf`	Searching Relevant Variable Subsets in Complex Systems Using K-Means PSO. WIVACE Gianluigi Silvestri, Laura Sani, Michele Amoretti, Riccardo Pecori, Emilio Vicari, Monica Mordonini, Stefano Cagnoni
2017	C	`conf`	The Day After Mirai: A Survey on MQTT Security Solutions After the Largest Cyber-attack Carried Out through an Army of IoT Devices. IoTBDS Giovanni Perrone, Massimo Vecchio, Riccardo Pecori, Raffaele Giaffreda
2016	J	`jnl`	3AKEP: Triple-authenticated key exchange protocol for peer-to-peer VoIP applications. Comput. Commun. Riccardo Pecori, Luca Veltri
2016	—	`conf`	Educational Big Data Mining: How to Enhance Virtual Learning Environments. SOCO-CISIS-ICEUTE Pietro Ducange, Riccardo Pecori, Luigi Sarti, Massimo Vecchio
2016	—	`conf`	Efficient Search of Relevant Structures in Complex Systems. AI*IA Laura Sani, Michele Amoretti, Emilio Vicari, Monica Mordonini, Riccardo Pecori, Andrea Roli, Marco Villani, Stefano Cagnoni, Roberto Serra
2016	—	`conf`	GPU-Based Parallel Search of Relevant Variable Sets in Complex Systems. WIVACE Emilio Vicari, Michele Amoretti, Laura Sani, Monica Mordonini, Riccardo Pecori, Andrea Roli, Marco Villani, Stefano Cagnoni, Roberto Serra
2016	J	`jnl`	S-Kademlia: A trust and reputation method to mitigate a Sybil attack in Kademlia. Comput. Networks Riccardo Pecori
2015	—	`conf`	A comparison analysis of trust-adaptive approaches to deliver signed public keys in P2P systems. NTMS Riccardo Pecori
2015	—	`conf`	Trust-based storage in a Kademlia network infected by Sybils. NTMS Riccardo Pecori
2014	B	`conf`	A statistical blind technique for recognition of internet traffic with dependence enforcement. IWCMC Riccardo Pecori, Luca Veltri
2014	Misc	`conf`	Trust-based routing for Kademlia in a sybil scenario. SoftCOM Riccardo Pecori, Luca Veltri
2012	—	`conf`	A PKI-free key agreement protocol for P2P VoIP applications. ICC Riccardo Pecori