Maurizio Mongelli

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 59

Top Venues

Publications

Enrico Cambiaso, Sara Narteni, Ilaria Baiardini, Fulvio Braido, Alessia Paglialonga, Maurizio Mongelli
Advancements on IoT and AI applied to Pneumology. Microprocess. Microsystems 108 (2024)
Giacomo De Bernardi, Sara Narteni, Enrico Cambiaso, Maurizio Mongelli
Rule-Based Out-of-Distribution Detection. IEEE Trans. Artif. Intell. 5 (6) (2024)
Alberto Carlevaro, Marta Lenatti, Alessia Paglialonga, Maurizio Mongelli
Multiclass Counterfactual Explanations Using Support Vector Data Description. IEEE Trans. Artif. Intell. 5 (6) (2024)
Alberto Carlevaro, Teodoro Alamo, Fabrizio Dabbene, Maurizio Mongelli
Conformal predictions for probabilistically robust scalable machine learning classification. Mach. Learn. 113 (9) (2024)
Alberto Carlevaro, Teodoro Alamo Cantarero, Fabrizio Dabbene, Maurizio Mongelli
Conformal Predictions for Probabilistically Robust Scalable Machine Learning Classification. CoRR (2024)
Alberto Carlevaro, Teodoro Alamo, Fabrizio Dabbene, Maurizio Mongelli
Probabilistic Safety Regions Via Finite Families of Scalable Classifiers. CoRR (2023)
Giacomo De Bernardi, Sara Narteni, Enrico Cambiaso, Marco Muselli, Maurizio Mongelli
Weighted Mutual Information for Out-Of-Distribution Detection. xAI (3) (2023)
Giacomo De Bernardi, Sara Narteni, Enrico Cambiaso, Maurizio Mongelli
Rule-based Out-Of-Distribution Detection. CoRR (2023)
Sara Narteni, Marco Muselli, Fabrizio Dabbene, Maurizio Mongelli
Trustworthy artificial intelligence classification-based equivalent bandwidth control. Comput. Commun. 209 (2023)
Marta Lenatti, Sara Narteni, Alessia Paglialonga, Vittorio Rampa, Maurizio Mongelli
Dual-View Single-Shot Multibox Detector at Urban Intersections: Settings and Performance Evaluation. Sensors 23 (6) (2023)
Marta Lenatti, Alessia Paglialonga, Vanessa Orani, Melissa Ferretti, Maurizio Mongelli
Characterization of Synthetic Health Data Using Rule-Based Artificial Intelligence Models. IEEE J. Biomed. Health Informatics 27 (8) (2023)
Sara Narteni, Alberto Carlevaro, Fabrizio Dabbene, Marco Muselli, Maurizio Mongelli
CONFIDERAI: CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence. COPA (2023)
Alberto Carlevaro, Sara Narteni, Fabrizio Dabbene, Marco Muselli, Maurizio Mongelli
CONFIDERAI: a novel CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence. CoRR (2023)
Ivan Vaccari, Alberto Carlevaro, Sara Narteni, Enrico Cambiaso, Maurizio Mongelli
On The Detection Of Adversarial Attacks Through Reliable AI. INFOCOM Workshops (2022)
Sara Narteni, Melissa Ferretti, Vittorio Rampa, Maurizio Mongelli
Bag-of-Words Similarity in eXplainable AI. IntelliSys (2) (2022)
Muhammad Husnain, Khizar Hayat, Enrico Cambiaso, Ubaid U. Fayyaz, Maurizio Mongelli, Habiba Akram, Syed Ghazanfar Abbas, Ghalib A. Shah
Preventing MQTT Vulnerabilities Using IoT-Enabled Intrusion Detection System. Sensors 22 (2) (2022)
Alberto Carlevaro, Maurizio Mongelli
A New SVDD Approach to Reliable and Explainable AI. IEEE Intell. Syst. 37 (2) (2022)
Maurizio Mongelli, Stefano Scanzio
A neural approach to synchronization in wireless networks with heterogeneous sources of noise. CoRR (2022)
Sara Narteni, Vanessa Orani, Ivan Vaccari, Enrico Cambiaso, Maurizio Mongelli
Sensitivity of Logic Learning Machine for Reliability in Safety-Critical Systems. IEEE Intell. Syst. 37 (5) (2022)
Maurizio Mongelli, Stefano Scanzio
Approximating Optimal Estimation of Time Offset Synchronization with Temperature Variations. CoRR (2022)
Ivan Vaccari, Alberto Carlevaro, Sara Narteni, Enrico Cambiaso, Maurizio Mongelli
eXplainable and Reliable Against Adversarial Machine Learning in Data Analytics. IEEE Access 10 (2022)
Marta Lenatti, Alberto Carlevaro, Karim Keshavjee, Aziz Guergachi, Alessia Paglialonga, Maurizio Mongelli
Characterization of Type 2 Diabetes Using Counterfactuals and Explainable AI. MIE (2022)
Alberto Carlevaro, Marta Lenatti, Alessia Paglialonga, Maurizio Mongelli
Counterfactual Building and Evaluation via eXplainable Support Vector Data Description. IEEE Access 10 (2022)
Sara Narteni, Vanessa Orani, Enrico Ferrari, Damiano Verda, Enrico Cambiaso, Maurizio Mongelli
A New XAI-based Evaluation of Generative Adversarial Networks for IMU Data Augmentation. HealthCom (2022)
Sara Narteni, Vanessa Orani, Enrico Cambiaso, Matteo Rucco, Maurizio Mongelli
On the Intersection of Explainable and Reliable AI for Physical Fatigue Prediction. IEEE Access 10 (2022)
Maurizio Mongelli
Design of countermeasure to packet falsification in vehicle platooning by explainable artificial intelligence. Comput. Commun. 179 (2021)
Marco Zanet, Edoardo Maria Polo, Marta Lenatti, Toon van Waterschoot, Maurizio Mongelli, Riccardo Barbieri, Alessia Paglialonga
Evaluation of a Novel Speech-in-Noise Test for Hearing Screening: Classification Performance and Transducers' Characteristics. IEEE J. Biomed. Health Informatics 25 (12) (2021)
Ivan Vaccari, Sara Narteni, Maurizio Aiello, Maurizio Mongelli, Enrico Cambiaso
Exploiting Internet of Things Protocols for Malicious Data Exfiltration Activities. IEEE Access 9 (2021)
Alberto Carlevaro, Maurizio Mongelli
Reliable AI Through SVDD and Rule Extraction. CD-MAKE (2021)
Sara Narteni, Ivan Vaccari, Maurizio Mongelli, Maurizio Aiello, Enrico Cambiaso
On the Feasibility of Covert Channels through Short-Message-Service. ITASEC (2021)
Ivan Vaccari, Sara Narteni, Maurizio Mongelli, Maurizio Aiello, Enrico Cambiaso
Perpetrate Cyber-threats using IoT Devices as Attack Vector: The ESP8266 Use Case. ITASEC (2021)
Ivan Vaccari, Vanessa Orani, Alessia Paglialonga, Enrico Cambiaso, Maurizio Mongelli
A Generative Adversarial Network (GAN) Technique for Internet of Medical Things Data. Sensors 21 (11) (2021)
Sara Narteni, Ivan Vaccari, Maurizio Mongelli, Maurizio Aiello, Enrico Cambiaso
Evaluating the Possibility to Perpetrate Tunneling Attacks Exploiting Short-Message-Service. J. Internet Serv. Inf. Secur. 11 (3) (2021)
Sara Narteni, Melissa Ferretti, Vanessa Orani, Ivan Vaccari, Enrico Cambiaso, Maurizio Mongelli
From Explainable to Reliable Artificial Intelligence. CD-MAKE (2021)
Maurizio Mongelli, Marco Muselli, Mario Marchese
A Unified View to Machine Learning and Control for Measurement-based Equivalent Bandwidth. DRCN (2020)
Enrico Cambiaso, Maurizio Aiello, Maurizio Mongelli, Ivan Vaccari
Detection and classification of slow DoS attacks targeting network servers. ARES (2020)
Franco Davoli, Mario Marchese, Fabio Patrone, Tomaso de Cola, Maurizio Mongelli
Smart Gateway Diversity Strategies for Q/V Feeder Links in SDN-Satellite Networks. MedComNet (2020)
Maurizio Mongelli, Vanessa Orani, Enrico Cambiaso, Ivan Vaccari, Alessia Paglialonga, Fulvio Braido, Chiara Eva Catalano
Challenges and Opportunities of IoT and AI in Pneumology. DSD (2020)
Ivan Vaccari, Giovanni Chiola, Maurizio Aiello, Maurizio Mongelli, Enrico Cambiaso
MQTTset, a New Dataset for Machine Learning Techniques on MQTT. Sensors 20 (22) (2020)
Mario Marchese, Aya Moheddine, Fabio Patrone, Tomaso de Cola, Maurizio Mongelli
QoS-Aware Handover Strategies for Q/V Feeder Links in VHTS Systems. ICC (2020)
Tomaso de Cola, Mario Marchese, Maurizio Mongelli, Fabio Patrone
A Unified Optimisation Framework for QoS Management and Congestion Control in VHTS Systems. IEEE Trans. Veh. Technol. 69 (10) (2020)
Maurizio Mongelli, Marco Muselli, E. Ferrari
Achieving Zero Collision Probability in Vehicle Platooning under Cyber Attacks via Machine Learning. ICSRS (2019)
Giovanni Agosta, Sandro Chiocchio, Elena Cinque, Pietro Fezzardi, Maurizio Mongelli, Arianna Persia, Marco Pratesi, Francesco Valentini
Toward a V2I-based Solution for Traffic Lights Optimization. ICUMT (2019)
Maurizio Aiello, Maurizio Mongelli, Marco Muselli, Damiano Verda
Unsupervised learning and rule extraction for Domain Name Server tunneling detection. Internet Technol. Lett. 2 (2) (2019)
Maurizio Mongelli, Marco Muselli, Andrea Scorzoni, Enrico Ferrari
Accellerating PRISM Validation of Vehicle Platooning Through Machine Learning. ICSRS (2019)
Maurizio Mongelli, Enrico Ferrari, Marco Muselli, Alessandro Fermi
Performance validation of vehicle platooning through intelligible analytics. IET Cyper-Phys. Syst.: Theory & Appl. 4 (2) (2019)
Franco Davoli, Maurizio Mongelli
On-off Dual Channel Coding as a Team Decision Problem. ECC (2019)
Alessandro Fermi, Maurizio Mongelli, Marco Muselli, Enrico Ferrari
Identification of safety regions in vehicle platooning via machine learning. WFCS (2018)
Tomaso de Cola, Maurizio Mongelli
Adaptive Time Window Linear Regression for Outage Prediction in Q/V Band Satellite Systems. IEEE Wirel. Commun. Lett. 7 (5) (2018)
Ali Balador, Anis Koubaa, Dajana Cassioli, Fotis Foukalas, Ricardo Severino, Daria Stepanova, Giovanni Agosta, Jing Xie, Luigi Pomante, Maurizio Mongelli, Pierluigi Pierini, Stig Petersen, Timo Sukuvaara
Wireless Communication Technologies for Safe Cooperative Cyber Physical Systems. Sensors 18 (11) (2018)
Marco Cello, Mario Marchese, Maurizio Mongelli
On the QoS Estimation in an OpenFlow Network: The Packet Loss Case. IEEE Commun. Lett. 20 (3) (2016)
Luca Boero, Marco Cello, Chiara Garibotto, Mario Marchese, Maurizio Mongelli
BeaQoS: Load balancing and deadline management of queues in an OpenFlow SDN switch. Comput. Networks 106 (2016)
Tomaso de Cola, Mario Marchese, Maurizio Mongelli
Evolution of satellite communications: Integration of ETSI BSM and DVB-RCS for future satellite terminals. Int. J. Satell. Commun. Netw. 34 (2) (2016)
Maurizio Aiello, Maurizio Mongelli, Enrico Cambiaso, Gianluca Papaleo
Profiling DNS tunneling attacks with PCA and mutual information. Log. J. IGPL 24 (6) (2016)
Maurizio Mongelli, Tomaso de Cola, Marco Cello, Mario Marchese, Franco Davoli
Feeder-link outage prediction algorithms for SDN-based high-throughput satellite systems. ICC (2016)
Giovanni Agosta, Alessandro Barenghi, Carlo Brandolese, William Fornaciari, Gerardo Pelosi, Stefano Delucchi, Massimo Massa, Maurizio Mongelli, Enrico Ferrari, Leonardo Napoletani, Luciano Bozzi, Carlo Tieri, Dajana Cassioli, Luigi Pomante
V2I Cooperation for Traffic Management with SafeCop. DSD (2016)
Enrico Cambiaso, Maurizio Aiello, Maurizio Mongelli, Gianluca Papaleo
Feature transformation and Mutual Information for DNS tunneling analysis. ICUFN (2016)
Alessio Agneessens, Francesco Buemi, Stefano Delucchi, Massimo Massa, Giovanni Agosta, Alessandro Barenghi, Carlo Brandolese, William Fornaciari, Gerardo Pelosi, Enrico Ferrari, Dajana Cassioli, Luigi Pomante, Leonardo Napoletani, Luciano Bozzi, Carlo Tieri, Maurizio Mongelli
Safe cooperative CPS: A V2I traffic management scenario in the SafeCOP project. SAMOS (2016)
Maurizio Mongelli, Stefano Scanzio
A neural approach to synchronization in wireless networks with heterogeneous sources of noise. Ad Hoc Networks 49 (2016)
Maurizio Aiello, Maurizio Mongelli, Gianluca Papaleo
DNS tunneling detection through statistical fingerprints of protocol messages and machine learning. Int. J. Commun. Syst. 28 (14) (2015)
Carlo Braccini, Franco Davoli, Mario Marchese, Maurizio Mongelli
Surveying Multidisciplinary Aspects in Real-Time Distributed Coding for Wireless Sensor Networks. Sensors 15 (2) (2015)
Maurizio Mongelli, Maurizio Aiello, Enrico Cambiaso, Gianluca Papaleo
Detection of DoS attacks through Fourier transform and mutual information. ICC (2015)
Luca Boero, Marco Cello, Chiara Garibotto, Mario Marchese, Maurizio Mongelli
Management of non-conformant traffic in OpenFlow environments. SPECTS@SummerSim (2015)
Franco Davoli, Maurizio Mongelli
Neural Approximations of Analog Joint Source-Channel Coding. IEEE Signal Process. Lett. 22 (4) (2015)
Maurizio Aiello, Maurizio Mongelli, Gianluca Papaleo
Supervised Learning Approaches with Majority Voting for DNS Tunneling Detection. SOCO-CISIS-ICEUTE (2014)
Maurizio Mongelli, Stefano Scanzio
Approximating Optimal Estimation of Time Offset Synchronization With Temperature Variations. IEEE Trans. Instrum. Meas. 63 (12) (2014)
Franco Davoli, Maurizio Mongelli
Linear and non-linear montecarlo approximations of analog joint source-channel coding under generic probability distributions. EMTC (2014)
Maurizio Aiello, Enrico Cambiaso, Maurizio Mongelli, Gianluca Papaleo
An on-line intrusion detection approach to identify low-rate DoS attacks. ICCST (2014)
Roberto Bruschi, Franco Davoli, Maurizio Mongelli
Equivalent bandwidth adaptation with energy preservation under delay constraints. INFOCOM Workshops (2014)
Roberto Bruschi, Franco Davoli, Maurizio Mongelli
Adaptive Frequency Control of Packet Processing Engines in Telecommunication Networks. IEEE Commun. Lett. 18 (7) (2014)
Tomaso de Cola, Mario Marchese, Marco Cello, Maurizio Mongelli
QoS and QoE evaluation of Web-browsing over an SI-SAP-enabled DVB-S2/RCS system. EuCNC (2014)
Maurizio Aiello, Maurizio Mongelli, Gianluca Papaleo
Basic classifiers for DNS tunneling detection. ISCC (2013)
Mario Marchese, Maurizio Mongelli
Simple protocol enhancements of Rapid Spanning Tree Protocol over ring topologies. Comput. Networks 56 (4) (2012)
Franco Davoli, Mario Marchese, Maurizio Mongelli
Non-linear coding and decoding strategies exploiting spatial correlation in wireless sensor networks. IET Commun. 6 (14) (2012)
Mario Marchese, Maurizio Mongelli
Adaptive Call Admission and Bandwidth Control in DVB-RCS Systems. ICC (2011)
Mario Marchese, Maurizio Mongelli
Performance Evaluation of Bandwidth Adaptation over DVB Satellite Channels. GLOBECOM (2011)
Mario Marchese, Maurizio Mongelli
Adaptive call admission and bandwidth control in DVB-RCS systems. J. Commun. Networks 12 (6) (2010)
Franco Davoli, Mario Marchese, Maurizio Mongelli
A measurement-based adaptive control mechanism for pricing in telecommunication networks. J. Commun. Networks 12 (3) (2010)
Mario Marchese, Maurizio Mongelli, Giancarlo Portomauro
Simple Protocol Enhancements of Rapid Spanning Tree Protocol over Ring Topologies. GLOBECOM (2010)
Mario Marchese, Maurizio Mongelli
Reference Chaser Bandwidth Controller for Wireless QoS Mapping under Delay Constraints. EURASIP J. Wirel. Commun. Netw. 2010 (2010)
Mario Marchese, Maurizio Mongelli
Vertical QoS mapping over wireless interfaces. IEEE Wirel. Commun. 16 (2) (2009)
Igor Bisio, Mario Marchese, Maurizio Mongelli
Performance Enhanced Proxy Solutions for Satellite Networks: State of the Art, Protocol Stack and Possible Interfaces. PSATS (2009)
Franco Davoli, Mario Marchese, Maurizio Mongelli
Bandwidth Adaptation for Vertical QoS Mapping in Protocol Stacks for Wireless Links. GLOBECOM (2009)
Franco Davoli, Mario Marchese, Maurizio Mongelli
A Decision Theoretic Approach to Gaussian Sensor Networks. ICC (2009)
Mario Marchese, Maurizio Mongelli
Protocol Structure Overview of QoS Mapping over Satellite Networks. ICC (2008)
Mario Marchese, Maurizio Mongelli
Service Level Agreement Control in the Presence of Heterogeneous Traffic and QoS Requirements. ICC (2008)
Mario Marchese, Maurizio Mongelli
Neural bandwidth allocation function (NBAF) control scheme at WiMAX MAC layer interface. Int. J. Commun. Syst. 20 (9) (2007)
Mario Marchese, Maurizio Mongelli
Adaptive rate allocation and resource planning for service level agreement maintenance in satellite communications. Comput. Commun. 30 (16) (2007)
Mario Marchese, Maurizio Mongelli
Optimal Bandwidth Provision at WiMAX MAC Service Access Point on Uplink Direction. ICC (2007)
Mario Marchese, Maurizio Mongelli
Measurement-based computation of generalized equivalent bandwidth for loss constraints. IEEE Commun. Lett. 11 (12) (2007)
Franco Davoli, Mario Marchese, Maurizio Mongelli
Adaptive Pricing without Explicit Knowledge of Users Traffic Demands and Utility Functions. GLOBECOM (2007)
Mario Marchese, Maurizio Mongelli
On-line bandwidth control for quality of service mapping over satellite independent service access points. Comput. Networks 50 (12) (2006)
Franco Davoli, Mario Marchese, Maurizio Mongelli
Resource allocation in satellite networks: certainty equivalent approaches versus sensitivity estimation algorithms. Int. J. Commun. Syst. 19 (1) (2006)
Mario Marchese, Maurizio Mongelli
Loss and Delay QoS Mapping Control for Satellite Systems. GLOBECOM (2006)
Mario Marchese, Maurizio Mongelli, Alessandro Garibbo, Annamaria Raviola
MPLS versus IP for Interworking of Wide Area Subsystems with QoS Guarantees. ICWMC (2006)
Franco Davoli, Mario Marchese, Maurizio Mongelli
Discrete stochastic programming by infinitesimal perturbation analysis: the case of resource allocation in satellite networks with fading. IEEE Trans. Wirel. Commun. 5 (9) (2006)
Franco Davoli, Mario Marchese, Maurizio Mongelli
Resource allocation in satellite networks: certainty equivalent approaches versus sensitivity estimation algorithms. Int. J. Commun. Syst. 18 (1) (2005)
Franco Davoli, Mario Marchese, Maurizio Mongelli
Neural decision making for decentralized pricing-based call admission control. ICC (2005)
Mario Marchese, Maurizio Mongelli
Rate control optimization for bandwidth provision over satellite independent service access points. GLOBECOM (2005)
Marco Baglietto, Franco Davoli, Mario Marchese, Maurizio Mongelli
Neural approximation of open-loop feedback rate control in satellite networks. IEEE Trans. Neural Networks 16 (5) (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Maurizio Mongelli