Mapping the quality of service over heterogeneous networks: a proposal about architectures and bandwidth allocation. - Alessandro Garibbo; Mario Marchese; Maurizio Mongelli (ICC, 2003)

Best-Effort and Guaranteed Performance Services in Telecommunications Networks: Pricing and Call Admission Control Techniques. - Marco Baglietto; Raffaele Bolla; Franco Davoli; Mario Marchese; Maurizio Mongelli (QoS-IP, 2003)

A proposal of new price-based Call Admission Control rules for Guaranteed Performance services multiplexed with Best Effort traffic. - Marco Baglietto; Raffaele Bolla; Franco Davoli; Mario Marchese; Maurizio Mongelli (Comput. Commun., 2003)

Satellite dynamic bandwidth allocation by neural open loop-feedback control strategies. - Marco Baglietto; Franco Davoli; Mario Marchese; Maurizio Mongelli (CDC, 2004)

Equivalent bandwidth control for the mapping of quality of service in heterogeneous networks. - Mario Marchese; Alessandro Garibbo; Franco Davoli; Maurizio Mongelli (ICC, 2004)

QoS guarantee in telecommunication networks: technologies and solutions. - Enzo Fortunato; Mario Marchese; Maurizio Mongelli; Annamaria Raviola (Int. J. Commun. Syst., 2004)

Architectures and optimization techniques for resource allocation in heterogeneous multiservice telecommunication networks. - Maurizio Mongelli (2004)

On-line Bandwidth Control for Quality of Service Mapping in Telecommunication Networks. - Mario Marchese; Maurizio Mongelli (CDC/ECC, 2005)

Rate control optimization for bandwidth provision over satellite independent service access points. - Mario Marchese; Maurizio Mongelli (GLOBECOM, 2005)

Neural decision making for decentralized pricing-based call admission control. - Franco Davoli; Mario Marchese; Maurizio Mongelli (ICC, 2005)

Neural approximation of open-loop feedback rate control in satellite networks. - Marco Baglietto; Franco Davoli; Mario Marchese; Maurizio Mongelli (IEEE Trans. Neural Networks, 2005)

Loss and Delay QoS Mapping Control for Satellite Systems. - Mario Marchese; Maurizio Mongelli (GLOBECOM, 2006)

MPLS versus IP for Interworking of Wide Area Subsystems with QoS Guarantees. - Mario Marchese; Maurizio Mongelli; Alessandro Garibbo; Annamaria Raviola (ICWMC, 2006)

On-line bandwidth control for quality of service mapping over satellite independent service access points. - Mario Marchese; Maurizio Mongelli (Comput. Networks, 2006)

Resource allocation in satellite networks: certainty equivalent approaches versus sensitivity estimation algorithms. - Franco Davoli; Mario Marchese; Maurizio Mongelli (Int. J. Commun. Syst., 2006)

Discrete stochastic programming by infinitesimal perturbation analysis: the case of resource allocation in satellite networks with fading. - Franco Davoli; Mario Marchese; Maurizio Mongelli (IEEE Trans. Wirel. Commun., 2006)

Adaptive Pricing without Explicit Knowledge of Users Traffic Demands and Utility Functions. - Franco Davoli; Mario Marchese; Maurizio Mongelli (GLOBECOM, 2007)

Optimal Bandwidth Provision at WiMAX MAC Service Access Point on Uplink Direction. - Mario Marchese; Maurizio Mongelli (ICC, 2007)

Adaptive rate allocation and resource planning for service level agreement maintenance in satellite communications. - Mario Marchese; Maurizio Mongelli (Comput. Commun., 2007)

Measurement-based computation of generalized equivalent bandwidth for loss constraints. - Mario Marchese; Maurizio Mongelli (IEEE Commun. Lett., 2007)

Neural bandwidth allocation function (NBAF) control scheme at WiMAX MAC layer interface. - Mario Marchese; Maurizio Mongelli (Int. J. Commun. Syst., 2007)

Service Level Agreement Control in the Presence of Heterogeneous Traffic and QoS Requirements. - Mario Marchese; Maurizio Mongelli (ICC, 2008)

Protocol Structure Overview of QoS Mapping over Satellite Networks. - Mario Marchese; Maurizio Mongelli (ICC, 2008)

Bandwidth Adaptation for Vertical QoS Mapping in Protocol Stacks for Wireless Links. - Franco Davoli; Mario Marchese; Maurizio Mongelli (GLOBECOM, 2009)

A Decision Theoretic Approach to Gaussian Sensor Networks. - Franco Davoli; Mario Marchese; Maurizio Mongelli (ICC, 2009)

Performance Enhanced Proxy Solutions for Satellite Networks: State of the Art, Protocol Stack and Possible Interfaces. - Igor Bisio; Mario Marchese; Maurizio Mongelli (PSATS, 2009)

Vertical QoS mapping over wireless interfaces. - Mario Marchese; Maurizio Mongelli (IEEE Wirel. Commun., 2009)

Simple Protocol Enhancements of Rapid Spanning Tree Protocol over Ring Topologies. - Mario Marchese; Maurizio Mongelli; Giancarlo Portomauro (GLOBECOM, 2010)

Reference Chaser Bandwidth Controller for Wireless QoS Mapping under Delay Constraints. - Mario Marchese; Maurizio Mongelli (EURASIP J. Wirel. Commun. Netw., 2010)

A measurement-based adaptive control mechanism for pricing in telecommunication networks. - Franco Davoli; Mario Marchese; Maurizio Mongelli (J. Commun. Networks, 2010)

Adaptive call admission and bandwidth control in DVB-RCS systems. - Mario Marchese; Maurizio Mongelli (J. Commun. Networks, 2010)

Performance Evaluation of Bandwidth Adaptation over DVB Satellite Channels. - Mario Marchese; Maurizio Mongelli (GLOBECOM, 2011)

Simple protocol enhancements of Rapid Spanning Tree Protocol over ring topologies. - Mario Marchese; Maurizio Mongelli (Comput. Networks, 2012)

Non-linear coding and decoding strategies exploiting spatial correlation in wireless sensor networks. - Franco Davoli; Mario Marchese; Maurizio Mongelli (IET Commun., 2012)

Basic classifiers for DNS tunneling detection. - Maurizio Aiello; Maurizio Mongelli; Gianluca Papaleo (ISCC, 2013)

Linear and non-linear montecarlo approximations of analog joint source-channel coding under generic probability distributions. - Franco Davoli; Maurizio Mongelli (EMTC, 2014)

QoS and QoE evaluation of Web-browsing over an SI-SAP-enabled DVB-S2/RCS system. - Tomaso de Cola; Mario Marchese; Marco Cello; Maurizio Mongelli (EuCNC, 2014)

An on-line intrusion detection approach to identify low-rate DoS attacks. - Maurizio Aiello; Enrico Cambiaso; Maurizio Mongelli; Gianluca Papaleo (ICCST, 2014)

Equivalent bandwidth adaptation with energy preservation under delay constraints. - Roberto Bruschi; Franco Davoli; Maurizio Mongelli (INFOCOM Workshops, 2014)

Supervised Learning Approaches with Majority Voting for DNS Tunneling Detection. - Maurizio Aiello; Maurizio Mongelli; Gianluca Papaleo (SOCO-CISIS-ICEUTE, 2014)

Adaptive Frequency Control of Packet Processing Engines in Telecommunication Networks. - Roberto Bruschi; Franco Davoli; Maurizio Mongelli (IEEE Commun. Lett., 2014)

Approximating Optimal Estimation of Time Offset Synchronization With Temperature Variations. - Maurizio Mongelli; Stefano Scanzio (IEEE Trans. Instrum. Meas., 2014)

Detection of DoS attacks through Fourier transform and mutual information. - Maurizio Mongelli; Maurizio Aiello; Enrico Cambiaso; Gianluca Papaleo (ICC, 2015)

Management of non-conformant traffic in OpenFlow environments. - Luca Boero; Marco Cello; Chiara Garibotto; Mario Marchese; Maurizio Mongelli (SPECTS@SummerSim, 2015)

DNS tunneling detection through statistical fingerprints of protocol messages and machine learning. - Maurizio Aiello; Maurizio Mongelli; Gianluca Papaleo (Int. J. Commun. Syst., 2015)

Surveying Multidisciplinary Aspects in Real-Time Distributed Coding for Wireless Sensor Networks. - Carlo Braccini; Franco Davoli; Mario Marchese; Maurizio Mongelli (Sensors, 2015)

Neural Approximations of Analog Joint Source-Channel Coding. - Franco Davoli; Maurizio Mongelli (IEEE Signal Process. Lett., 2015)

V2I Cooperation for Traffic Management with SafeCop. - Giovanni Agosta; Alessandro Barenghi; Carlo Brandolese; William Fornaciari; Gerardo Pelosi; Stefano Delucchi; Massimo Massa; Maurizio Mongelli; Enrico Ferrari; Leonardo Napoletani; Luciano Bozzi; Carlo Tieri; et al. (DSD, 2016)

Feeder-link outage prediction algorithms for SDN-based high-throughput satellite systems. - Maurizio Mongelli; Tomaso de Cola; Marco Cello; Mario Marchese; Franco Davoli (ICC, 2016)

Feature transformation and Mutual Information for DNS tunneling analysis. - Enrico Cambiaso; Maurizio Aiello; Maurizio Mongelli; Gianluca Papaleo (ICUFN, 2016)

Safe cooperative CPS: A V2I traffic management scenario in the SafeCOP project. - Alessio Agneessens; Francesco Buemi; Stefano Delucchi; Massimo Massa; Giovanni Agosta; Alessandro Barenghi; Carlo Brandolese; William Fornaciari; Gerardo Pelosi; Enrico Ferrari; Dajana Cassioli; Luigi Pomante; et al. (SAMOS, 2016)

A neural approach to synchronization in wireless networks with heterogeneous sources of noise. - Maurizio Mongelli; Stefano Scanzio (Ad Hoc Networks, 2016)

BeaQoS: Load balancing and deadline management of queues in an OpenFlow SDN switch. - Luca Boero; Marco Cello; Chiara Garibotto; Mario Marchese; Maurizio Mongelli (Comput. Networks, 2016)

On the QoS Estimation in an OpenFlow Network: The Packet Loss Case. - Marco Cello; Mario Marchese; Maurizio Mongelli (IEEE Commun. Lett., 2016)

Profiling DNS tunneling attacks with PCA and mutual information. - Maurizio Aiello; Maurizio Mongelli; Enrico Cambiaso; Gianluca Papaleo (Log. J. IGPL, 2016)

Evolution of satellite communications: Integration of ETSI BSM and DVB-RCS for future satellite terminals. - Tomaso de Cola; Mario Marchese; Maurizio Mongelli (Int. J. Satell. Commun. Netw., 2016)

Identification of safety regions in vehicle platooning via machine learning. - Alessandro Fermi; Maurizio Mongelli; Marco Muselli; Enrico Ferrari (WFCS, 2018)

Wireless Communication Technologies for Safe Cooperative Cyber Physical Systems. - Ali Balador; Anis Koubaa; Dajana Cassioli; Fotis Foukalas; Ricardo Severino; Daria Stepanova 002; Giovanni Agosta; Jing Xie 018; Luigi Pomante; Maurizio Mongelli; Pierluigi Pierini; Stig Petersen; et al. (Sensors, 2018)

Adaptive Time Window Linear Regression for Outage Prediction in Q/V Band Satellite Systems. - Tomaso de Cola; Maurizio Mongelli (IEEE Wirel. Commun. Lett., 2018)

On-off Dual Channel Coding as a Team Decision Problem. - Franco Davoli; Maurizio Mongelli (ECC, 2019)

Achieving Zero Collision Probability in Vehicle Platooning under Cyber Attacks via Machine Learning. - Maurizio Mongelli; Marco Muselli; Enrico Ferrari (ICSRS, 2019)

Accellerating PRISM Validation of Vehicle Platooning Through Machine Learning. - Maurizio Mongelli; Marco Muselli; Andrea Scorzoni; Enrico Ferrari (ICSRS, 2019)

Toward a V2I-based Solution for Traffic Lights Optimization. - Giovanni Agosta; Sandro Chiocchio; Elena Cinque; Pietro Fezzardi; Maurizio Mongelli; Arianna Persia; Marco Pratesi; Francesco Valentini (ICUMT, 2019)

Performance validation of vehicle platooning through intelligible analytics. - Maurizio Mongelli; Enrico Ferrari; Marco Muselli; Alessandro Fermi (IET Cyper-Phys. Syst.: Theory & Appl., 2019)

Unsupervised learning and rule extraction for Domain Name Server tunneling detection. - Maurizio Aiello; Maurizio Mongelli; Marco Muselli; Damiano Verda (Internet Technol. Lett., 2019)

Detection and classification of slow DoS attacks targeting network servers. - Enrico Cambiaso; Maurizio Aiello; Maurizio Mongelli; Ivan Vaccari (ARES, 2020)

A Unified View to Machine Learning and Control for Measurement-based Equivalent Bandwidth. - Maurizio Mongelli; Marco Muselli; Mario Marchese (DRCN, 2020)

Challenges and Opportunities of IoT and AI in Pneumology. - Maurizio Mongelli; Vanessa Orani; Enrico Cambiaso; Ivan Vaccari; Alessia Paglialonga; Fulvio Braido; Chiara Eva Catalano (DSD, 2020)

QoS-Aware Handover Strategies for Q/V Feeder Links in VHTS Systems. - Mario Marchese; Aya Moheddine; Fabio Patrone; Tomaso de Cola; Maurizio Mongelli (ICC, 2020)

Smart Gateway Diversity Strategies for Q/V Feeder Links in SDN-Satellite Networks. - Franco Davoli; Mario Marchese; Fabio Patrone; Tomaso de Cola; Maurizio Mongelli (MedComNet, 2020)

MQTTset, a New Dataset for Machine Learning Techniques on MQTT. - Ivan Vaccari; Giovanni Chiola; Maurizio Aiello; Maurizio Mongelli; Enrico Cambiaso (Sensors, 2020)

A Unified Optimisation Framework for QoS Management and Congestion Control in VHTS Systems. - Tomaso de Cola; Mario Marchese; Maurizio Mongelli; Fabio Patrone (IEEE Trans. Veh. Technol., 2020)

Reliable AI Through SVDD and Rule Extraction. - Alberto Carlevaro; Maurizio Mongelli (CD-MAKE, 2021)

From Explainable to Reliable Artificial Intelligence. - Sara Narteni; Melissa Ferretti; Vanessa Orani; Ivan Vaccari; Enrico Cambiaso; Maurizio Mongelli (CD-MAKE, 2021)

On the Feasibility of Covert Channels through Short-Message-Service. - Sara Narteni; Ivan Vaccari; Maurizio Mongelli; Maurizio Aiello; Enrico Cambiaso (ITASEC, 2021)

Perpetrate Cyber-threats using IoT Devices as Attack Vector: The ESP8266 Use Case. - Ivan Vaccari; Sara Narteni; Maurizio Mongelli; Maurizio Aiello; Enrico Cambiaso (ITASEC, 2021)

Exploiting Internet of Things Protocols for Malicious Data Exfiltration Activities. - Ivan Vaccari; Sara Narteni; Maurizio Aiello; Maurizio Mongelli; Enrico Cambiaso (IEEE Access, 2021)

Design of countermeasure to packet falsification in vehicle platooning by explainable artificial intelligence. - Maurizio Mongelli (Comput. Commun., 2021)

Evaluating the Possibility to Perpetrate Tunneling Attacks Exploiting Short-Message-Service. - Sara Narteni; Ivan Vaccari; Maurizio Mongelli; Maurizio Aiello; Enrico Cambiaso (J. Internet Serv. Inf. Secur., 2021)

A Generative Adversarial Network (GAN) Technique for Internet of Medical Things Data. - Ivan Vaccari; Vanessa Orani; Alessia Paglialonga; Enrico Cambiaso; Maurizio Mongelli (Sensors, 2021)

Evaluation of a Novel Speech-in-Noise Test for Hearing Screening: Classification Performance and Transducers' Characteristics. - Marco Zanet; Edoardo Maria Polo; Marta Lenatti; Toon van Waterschoot; Maurizio Mongelli; Riccardo Barbieri; Alessia Paglialonga (IEEE J. Biomed. Health Informatics, 2021)

A New XAI-based Evaluation of Generative Adversarial Networks for IMU Data Augmentation. - Sara Narteni; Vanessa Orani; Enrico Ferrari; Damiano Verda; Enrico Cambiaso; Maurizio Mongelli (HealthCom, 2022)

On The Detection Of Adversarial Attacks Through Reliable AI. - Ivan Vaccari; Alberto Carlevaro; Sara Narteni; Enrico Cambiaso; Maurizio Mongelli (INFOCOM Workshops, 2022)

Bag-of-Words Similarity in eXplainable AI. - Sara Narteni; Melissa Ferretti; Vittorio Rampa; Maurizio Mongelli (IntelliSys (2), 2022)

Characterization of Type 2 Diabetes Using Counterfactuals and Explainable AI. - Marta Lenatti; Alberto Carlevaro; Karim Keshavjee; Aziz Guergachi; Alessia Paglialonga; Maurizio Mongelli (MIE, 2022)

Counterfactual Building and Evaluation via eXplainable Support Vector Data Description. - Alberto Carlevaro; Marta Lenatti; Alessia Paglialonga; Maurizio Mongelli (IEEE Access, 2022)

On the Intersection of Explainable and Reliable AI for Physical Fatigue Prediction. - Sara Narteni; Vanessa Orani; Enrico Cambiaso; Matteo Rucco; Maurizio Mongelli (IEEE Access, 2022)

eXplainable and Reliable Against Adversarial Machine Learning in Data Analytics. - Ivan Vaccari; Alberto Carlevaro; Sara Narteni; Enrico Cambiaso; Maurizio Mongelli (IEEE Access, 2022)

A New SVDD Approach to Reliable and Explainable AI. - Alberto Carlevaro; Maurizio Mongelli (IEEE Intell. Syst., 2022)

Sensitivity of Logic Learning Machine for Reliability in Safety-Critical Systems. - Sara Narteni; Vanessa Orani; Ivan Vaccari; Enrico Cambiaso; Maurizio Mongelli (IEEE Intell. Syst., 2022)

Preventing MQTT Vulnerabilities Using IoT-Enabled Intrusion Detection System. - Muhammad Husnain; Khizar Hayat 004; Enrico Cambiaso; Ubaid U. Fayyaz; Maurizio Mongelli; Habiba Akram; Syed Ghazanfar Abbas; Ghalib A. Shah (Sensors, 2022)

CONFIDERAI: CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence. - Sara Narteni; Alberto Carlevaro; Fabrizio Dabbene; Marco Muselli; Maurizio Mongelli (COPA, 2023)

Weighted Mutual Information for Out-Of-Distribution Detection. - Giacomo De Bernardi; Sara Narteni; Enrico Cambiaso; Marco Muselli; Maurizio Mongelli (xAI (3), 2023)

CONFIDERAI: a novel CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence. - Alberto Carlevaro; Sara Narteni; Fabrizio Dabbene; Marco Muselli; Maurizio Mongelli (CoRR, 2023)

Probabilistic Safety Regions Via Finite Families of Scalable Classifiers. - Alberto Carlevaro; Teodoro Alamo; Fabrizio Dabbene; Maurizio Mongelli (CoRR, 2023)

Dual-View Single-Shot Multibox Detector at Urban Intersections: Settings and Performance Evaluation. - Marta Lenatti; Sara Narteni; Alessia Paglialonga; Vittorio Rampa; Maurizio Mongelli (Sensors, 2023)

Characterization of Synthetic Health Data Using Rule-Based Artificial Intelligence Models. - Marta Lenatti; Alessia Paglialonga; Vanessa Orani; Melissa Ferretti; Maurizio Mongelli (IEEE J. Biomed. Health Informatics, 2023)

Trustworthy artificial intelligence classification-based equivalent bandwidth control. - Sara Narteni; Marco Muselli; Fabrizio Dabbene; Maurizio Mongelli (Comput. Commun., 2023)

A probabilistic scaling approach to conformal predictions in binary image classification. - Alberto Carlevaro; Sara Narteni; Fabrizio Dabbene; Teodoro Alamo; Maurizio Mongelli (COPA, 2024)

Exploring Prediabetes Pathways Using Explainable AI on Data from Electronic Medical Records. - Davide Console; Marta Lenatti; Karim Keshavjee; Aziz Guergachi; Maurizio Mongelli; Alessia Paglialonga (MIE, 2024)

Federated Learning for Rule-Based Systems: Preliminary Studies. - Ahmad Samandari; Mario Marchese; Alessia Paglialonga; Fabio Patrone; Vittorio Rampa; Maurizio Mongelli (RTSI, 2024)

Ensuring Safe Social Navigation via Explainable Probabilistic and Conformal Safety Regions. - Sara Narteni; Alberto Carlevaro; Jérôme Guzzi; Maurizio Mongelli (xAI (4), 2024)

Advancements on IoT and AI applied to Pneumology. - Enrico Cambiaso; Sara Narteni; Ilaria Baiardini; Fulvio Braido; Alessia Paglialonga; Maurizio Mongelli (Microprocess. Microsystems, 2024)

Rule-Based Out-of-Distribution Detection. - Giacomo De Bernardi; Sara Narteni; Enrico Cambiaso; Maurizio Mongelli (IEEE Trans. Artif. Intell., 2024)

Multiclass Counterfactual Explanations Using Support Vector Data Description. - Alberto Carlevaro; Marta Lenatti; Alessia Paglialonga; Maurizio Mongelli (IEEE Trans. Artif. Intell., 2024)

Conformal predictions for probabilistically robust scalable machine learning classification. - Alberto Carlevaro; Teodoro Alamo; Fabrizio Dabbene; Maurizio Mongelli (Mach. Learn., 2024)

Counterfactual Inference Using Ordinary Differential Equations to Assess the Effect of Physical Activity on Type 2 Diabetes Onset. - Marta Lenatti; Marco Zaffalon; Alessandro Antonucci 001; Pierluigi Francesco De Paola; Lea Multerer; Maurizio Mongelli; Alessia Paglialonga; Laura Azzimonti (AIME (1), 2025)

Physics-Aware Conformal Prediction for Deep Learning-based Wheelchair Local Navigation. - Sara Narteni; Alberto Carlevaro; Zeming Duan; Serge Autexier; Maurizio Mongelli (COPA, 2025)

Explainable evaluation of generative adversarial networks for wearables data augmentation. - Sara Narteni; Vanessa Orani; Enrico Ferrari; Damiano Verda; Enrico Cambiaso; Maurizio Mongelli (Eng. Appl. Artif. Intell., 2025)

Exact characterization of ε-Safe Decision Regions for exponential family distributions and Multi Cost SVM approximation. - Alberto Carlevaro; Teodoro Alamo; Fabrizio Dabbene; Maurizio Mongelli (CoRR, 2025)

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features. - Víctor Toscano-Durán; Sara Narteni; Alberto Carlevaro; Rocío González-Díaz; Maurizio Mongelli; Jerome Guzzi (CoRR, 2025)

A novel score function for conformal prediction in rule-based binary classification. - Sara Narteni; Alberto Carlevaro; Fabrizio Dabbene; Marco Muselli; Maurizio Mongelli (Pattern Recognit., 2026)