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Maurizio Mongelli
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2020 – today
- 2024
- [j50]Enrico Cambiaso
, Sara Narteni, Ilaria Baiardini, Fulvio Braido, Alessia Paglialonga
Advancements on IoT and AI applied to Pneumology. Microprocess. Microsystems 108: 105062 (2024) - [j49]Alberto Carlevaro, Teodoro Alamo, Fabrizio Dabbene, Maurizio Mongelli:
Conformal predictions for probabilistically robust scalable machine learning classification. Mach. Learn. 113(9): 6645-6661 (2024) - [j48]Giacomo De Bernardi
Rule-Based Out-of-Distribution Detection. IEEE Trans. Artif. Intell. 5(6): 2627-2637 (2024) - [j47]Alberto Carlevaro
Multiclass Counterfactual Explanations Using Support Vector Data Description. IEEE Trans. Artif. Intell. 5(6): 3046-3056 (2024) - [c54]Davide Console, Marta Lenatti
Exploring Prediabetes Pathways Using Explainable AI on Data from Electronic Medical Records. MIE 2024: 736-740 - [c53]Ahmad Samandari, Mario Marchese, Alessia Paglialonga, Fabio Patrone, Vittorio Rampa, Maurizio Mongelli:
Federated Learning for Rule-Based Systems: Preliminary Studies. RTSI 2024: 143-148 - [c52]Sara Narteni
Ensuring Safe Social Navigation via Explainable Probabilistic and Conformal Safety Regions. xAI (4) 2024: 396-417 - [i6]Alberto Carlevaro, Teodoro Alamo Cantarero, Fabrizio Dabbene, Maurizio Mongelli:
Conformal Predictions for Probabilistically Robust Scalable Machine Learning Classification. CoRR abs/2403.10368 (2024) - 2023
- [j46]Sara Narteni
Trustworthy artificial intelligence classification-based equivalent bandwidth control. Comput. Commun. 209: 260-272 (2023) - [j45]Marta Lenatti
Dual-View Single-Shot Multibox Detector at Urban Intersections: Settings and Performance Evaluation. Sensors 23(6): 3195 (2023) - [j44]Marta Lenatti
Characterization of Synthetic Health Data Using Rule-Based Artificial Intelligence Models. IEEE J. Biomed. Health Informatics 27(8): 3760-3769 (2023) - [c51]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: 485-487 - [c50]Giacomo De Bernardi, Sara Narteni
Weighted Mutual Information for Out-Of-Distribution Detection. xAI (3) 2023: 318-331 - [i5]Giacomo De Bernardi, Sara Narteni
Rule-based Out-Of-Distribution Detection. CoRR abs/2303.01860 (2023) - [i4]Alberto Carlevaro, Sara Narteni
CONFIDERAI: a novel CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence. CoRR abs/2309.01778 (2023) - [i3]Alberto Carlevaro, Teodoro Alamo, Fabrizio Dabbene, Maurizio Mongelli:
Probabilistic Safety Regions Via Finite Families of Scalable Classifiers. CoRR abs/2309.04627 (2023) - 2022
- [j43]Alberto Carlevaro
Counterfactual Building and Evaluation via eXplainable Support Vector Data Description. IEEE Access 10: 60849-60861 (2022) - [j42]Sara Narteni
On the Intersection of Explainable and Reliable AI for Physical Fatigue Prediction. IEEE Access 10: 76243-76260 (2022) - [j41]Ivan Vaccari, Alberto Carlevaro
eXplainable and Reliable Against Adversarial Machine Learning in Data Analytics. IEEE Access 10: 83949-83970 (2022) - [j40]Alberto Carlevaro
A New SVDD Approach to Reliable and Explainable AI. IEEE Intell. Syst. 37(2): 55-68 (2022) - [j39]Sara Narteni
Sensitivity of Logic Learning Machine for Reliability in Safety-Critical Systems. IEEE Intell. Syst. 37(5): 66-74 (2022) - [j38]Muhammad Husnain
Preventing MQTT Vulnerabilities Using IoT-Enabled Intrusion Detection System. Sensors 22(2): 567 (2022) - [c49]Sara Narteni
A New XAI-based Evaluation of Generative Adversarial Networks for IMU Data Augmentation. HealthCom 2022: 167-172 - [c48]Ivan Vaccari, Alberto Carlevaro
On The Detection Of Adversarial Attacks Through Reliable AI. INFOCOM Workshops 2022: 1-6 - [c47]Sara Narteni
Bag-of-Words Similarity in eXplainable AI. IntelliSys (2) 2022: 835-851 - [c46]Marta Lenatti
Characterization of Type 2 Diabetes Using Counterfactuals and Explainable AI. MIE 2022: 98-103 - [i2]Maurizio Mongelli, Stefano Scanzio:
A neural approach to synchronization in wireless networks with heterogeneous sources of noise. CoRR abs/2212.03327 (2022) - [i1]Maurizio Mongelli, Stefano Scanzio:
Approximating Optimal Estimation of Time Offset Synchronization with Temperature Variations. CoRR abs/2212.07138 (2022) - 2021
- [j37]Ivan Vaccari
Exploiting Internet of Things Protocols for Malicious Data Exfiltration Activities. IEEE Access 9: 104261-104280 (2021) - [j36]Maurizio Mongelli:
Design of countermeasure to packet falsification in vehicle platooning by explainable artificial intelligence. Comput. Commun. 179: 166-174 (2021) - [j35]Sara Narteni, Ivan Vaccari
Evaluating the Possibility to Perpetrate Tunneling Attacks Exploiting Short-Message-Service. J. Internet Serv. Inf. Secur. 11(3): 30-46 (2021) - [j34]Ivan Vaccari
A Generative Adversarial Network (GAN) Technique for Internet of Medical Things Data. Sensors 21(11): 3726 (2021) - [j33]Marco Zanet, Edoardo Maria Polo, Marta Lenatti
Evaluation of a Novel Speech-in-Noise Test for Hearing Screening: Classification Performance and Transducers' Characteristics. IEEE J. Biomed. Health Informatics 25(12): 4300-4307 (2021) - [c45]Alberto Carlevaro
Reliable AI Through SVDD and Rule Extraction. CD-MAKE 2021: 153-171 - [c44]Sara Narteni
From Explainable to Reliable Artificial Intelligence. CD-MAKE 2021: 255-273 - [c43]Sara Narteni, Ivan Vaccari, Maurizio Mongelli, Maurizio Aiello, Enrico Cambiaso:
On the Feasibility of Covert Channels through Short-Message-Service. ITASEC 2021: 23-34 - [c42]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: 35-46 - 2020
- [j32]Ivan Vaccari
MQTTset, a New Dataset for Machine Learning Techniques on MQTT. Sensors 20(22): 6578 (2020) - [j31]Tomaso de Cola
A Unified Optimisation Framework for QoS Management and Congestion Control in VHTS Systems. IEEE Trans. Veh. Technol. 69(10): 11619-11631 (2020) - [c41]Enrico Cambiaso, Maurizio Aiello, Maurizio Mongelli, Ivan Vaccari
Detection and classification of slow DoS attacks targeting network servers. ARES 2020: 61:1-61:7 - [c40]Maurizio Mongelli, Marco Muselli, Mario Marchese:
A Unified View to Machine Learning and Control for Measurement-based Equivalent Bandwidth. DRCN 2020: 1-6 - [c39]Maurizio Mongelli, Vanessa Orani, Enrico Cambiaso, Ivan Vaccari
Challenges and Opportunities of IoT and AI in Pneumology. DSD 2020: 285-292 - [c38]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: 1-7 - [c37]Franco Davoli
Smart Gateway Diversity Strategies for Q/V Feeder Links in SDN-Satellite Networks. MedComNet 2020: 1-7
2010 – 2019
- 2019
- [j30]Maurizio Mongelli
Performance validation of vehicle platooning through intelligible analytics. IET Cyper-Phys. Syst.: Theory & Appl. 4(2): 120-127 (2019) - [j29]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) - [c36]Franco Davoli
On-off Dual Channel Coding as a Team Decision Problem. ECC 2019: 2498-2503 - [c35]Maurizio Mongelli, Marco Muselli, Enrico Ferrari
Achieving Zero Collision Probability in Vehicle Platooning under Cyber Attacks via Machine Learning. ICSRS 2019: 41-45 - [c34]Maurizio Mongelli, Marco Muselli, Andrea Scorzoni, Enrico Ferrari
Accellerating PRISM Validation of Vehicle Platooning Through Machine Learning. ICSRS 2019: 452-456 - [c33]Giovanni Agosta, Sandro Chiocchio
Toward a V2I-based Solution for Traffic Lights Optimization. ICUMT 2019: 1-6 - 2018
- [j28]Ali Balador
Wireless Communication Technologies for Safe Cooperative Cyber Physical Systems. Sensors 18(11): 4075 (2018) - [j27]Tomaso de Cola
Adaptive Time Window Linear Regression for Outage Prediction in Q/V Band Satellite Systems. IEEE Wirel. Commun. Lett. 7(5): 808-811 (2018) - [c32]Alessandro Fermi, Maurizio Mongelli, Marco Muselli, Enrico Ferrari
Identification of safety regions in vehicle platooning via machine learning. WFCS 2018: 1-4 - 2016
- [j26]Maurizio Mongelli
A neural approach to synchronization in wireless networks with heterogeneous sources of noise. Ad Hoc Networks 49: 1-16 (2016) - [j25]Luca Boero, Marco Cello, Chiara Garibotto
BeaQoS: Load balancing and deadline management of queues in an OpenFlow SDN switch. Comput. Networks 106: 161-170 (2016) - [j24]Marco Cello
On the QoS Estimation in an OpenFlow Network: The Packet Loss Case. IEEE Commun. Lett. 20(3): 554-557 (2016) - [j23]Maurizio Aiello, Maurizio Mongelli, Enrico Cambiaso
Profiling DNS tunneling attacks with PCA and mutual information. Log. J. IGPL 24(6): 957-970 (2016) - [j22]Tomaso de Cola
Evolution of satellite communications: Integration of ETSI BSM and DVB-RCS for future satellite terminals. Int. J. Satell. Commun. Netw. 34(2): 131-154 (2016) - [c31]Giovanni Agosta
V2I Cooperation for Traffic Management with SafeCop. DSD 2016: 621-627 - [c30]Maurizio Mongelli, Tomaso de Cola
Feeder-link outage prediction algorithms for SDN-based high-throughput satellite systems. ICC 2016: 1-6 - [c29]Enrico Cambiaso
Feature transformation and Mutual Information for DNS tunneling analysis. ICUFN 2016: 957-959 - [c28]Alessio Agneessens, Francesco Buemi, Stefano Delucchi, Massimo Massa, Giovanni Agosta
Safe cooperative CPS: A V2I traffic management scenario in the SafeCOP project. SAMOS 2016: 320-327 - 2015
- [j21]Maurizio Aiello, Maurizio Mongelli, Gianluca Papaleo:
DNS tunneling detection through statistical fingerprints of protocol messages and machine learning. Int. J. Commun. Syst. 28(14): 1987-2002 (2015) - [j20]Carlo Braccini, Franco Davoli
Surveying Multidisciplinary Aspects in Real-Time Distributed Coding for Wireless Sensor Networks. Sensors 15(2): 2737-2762 (2015) - [j19]Franco Davoli
Neural Approximations of Analog Joint Source-Channel Coding. IEEE Signal Process. Lett. 22(4): 421-425 (2015) - [c27]Maurizio Mongelli, Maurizio Aiello, Enrico Cambiaso
Detection of DoS attacks through Fourier transform and mutual information. ICC 2015: 7204-7209 - [c26]Luca Boero, Marco Cello, Chiara Garibotto
Management of non-conformant traffic in OpenFlow environments. SPECTS@SummerSim 2015: 23:1-23:6 - 2014
- [j18]Roberto Bruschi
Adaptive Frequency Control of Packet Processing Engines in Telecommunication Networks. IEEE Commun. Lett. 18(7): 1135-1138 (2014) - [j17]Maurizio Mongelli, Stefano Scanzio
Approximating Optimal Estimation of Time Offset Synchronization With Temperature Variations. IEEE Trans. Instrum. Meas. 63(12): 2872-2881 (2014) - [c25]Franco Davoli
Linear and non-linear montecarlo approximations of analog joint source-channel coding under generic probability distributions. EMTC 2014: 1-6 - [c24]Tomaso de Cola
QoS and QoE evaluation of Web-browsing over an SI-SAP-enabled DVB-S2/RCS system. EuCNC 2014: 1-5 - [c23]Maurizio Aiello, Enrico Cambiaso
An on-line intrusion detection approach to identify low-rate DoS attacks. ICCST 2014: 1-6 - [c22]Roberto Bruschi
Equivalent bandwidth adaptation with energy preservation under delay constraints. INFOCOM Workshops 2014: 688-693 - [c21]Maurizio Aiello, Maurizio Mongelli, Gianluca Papaleo:
Supervised Learning Approaches with Majority Voting for DNS Tunneling Detection. SOCO-CISIS-ICEUTE 2014: 463-472 - 2013
- [c20]Maurizio Aiello, Maurizio Mongelli, Gianluca Papaleo:
Basic classifiers for DNS tunneling detection. ISCC 2013: 880-885 - 2012
- [j16]Mario Marchese
Simple protocol enhancements of Rapid Spanning Tree Protocol over ring topologies. Comput. Networks 56(4): 1131-1151 (2012) - [j15]Franco Davoli
Non-linear coding and decoding strategies exploiting spatial correlation in wireless sensor networks. IET Commun. 6(14): 2198-2207 (2012) - 2011
- [c19]Mario Marchese
Performance Evaluation of Bandwidth Adaptation over DVB Satellite Channels. GLOBECOM 2011: 1-6 - [c18]Mario Marchese
Adaptive Call Admission and Bandwidth Control in DVB-RCS Systems. ICC 2011: 1-5 - 2010
- [j14]Mario Marchese
Reference Chaser Bandwidth Controller for Wireless QoS Mapping under Delay Constraints. EURASIP J. Wirel. Commun. Netw. 2010 (2010) - [j13]Franco Davoli
A measurement-based adaptive control mechanism for pricing in telecommunication networks. J. Commun. Networks 12(3): 253-265 (2010) - [j12]Mario Marchese, Maurizio Mongelli:
Adaptive call admission and bandwidth control in DVB-RCS systems. J. Commun. Networks 12(6): 568-576 (2010) - [c17]Mario Marchese
Simple Protocol Enhancements of Rapid Spanning Tree Protocol over Ring Topologies. GLOBECOM 2010: 1-5
2000 – 2009
- 2009
- [j11]Mario Marchese
Vertical QoS mapping over wireless interfaces. IEEE Wirel. Commun. 16(2): 37-43 (2009) - [c16]Franco Davoli
Bandwidth Adaptation for Vertical QoS Mapping in Protocol Stacks for Wireless Links. GLOBECOM 2009: 1-6 - [c15]Franco Davoli
A Decision Theoretic Approach to Gaussian Sensor Networks. ICC 2009: 1-5 - [c14]Igor Bisio
Performance Enhanced Proxy Solutions for Satellite Networks: State of the Art, Protocol Stack and Possible Interfaces. PSATS 2009: 61-67 - 2008
- [c13]Mario Marchese
Service Level Agreement Control in the Presence of Heterogeneous Traffic and QoS Requirements. ICC 2008: 80-84 - [c12]Mario Marchese
Protocol Structure Overview of QoS Mapping over Satellite Networks. ICC 2008: 1957-1961 - 2007
- [j10]Mario Marchese
Adaptive rate allocation and resource planning for service level agreement maintenance in satellite communications. Comput. Commun. 30(16): 3179-3192 (2007) - [j9]Mario Marchese
Measurement-based computation of generalized equivalent bandwidth for loss constraints. IEEE Commun. Lett. 11(12): 1007-1009 (2007) - [j8]Mario Marchese
Neural bandwidth allocation function (NBAF) control scheme at WiMAX MAC layer interface. Int. J. Commun. Syst. 20(9): 1059-1079 (2007) - [c11]Franco Davoli
Adaptive Pricing without Explicit Knowledge of Users Traffic Demands and Utility Functions. GLOBECOM 2007: 2571-2575 - [c10]Mario Marchese
Optimal Bandwidth Provision at WiMAX MAC Service Access Point on Uplink Direction. ICC 2007: 80-85 - 2006
- [j7]Mario Marchese
On-line bandwidth control for quality of service mapping over satellite independent service access points. Comput. Networks 50(12): 2088-2111 (2006) - [j6]Franco Davoli
Resource allocation in satellite networks: certainty equivalent approaches versus sensitivity estimation algorithms. Int. J. Commun. Syst. 19(1): 115 (2006) - [j5]Franco Davoli
Discrete stochastic programming by infinitesimal perturbation analysis: the case of resource allocation in satellite networks with fading. IEEE Trans. Wirel. Commun. 5(9): 2312-2316 (2006) - [c9]Mario Marchese
Loss and Delay QoS Mapping Control for Satellite Systems. GLOBECOM 2006 - [c8]Mario Marchese
MPLS versus IP for Interworking of Wide Area Subsystems with QoS Guarantees. ICWMC 2006: 26 - 2005
- [j4]Franco Davoli
Resource allocation in satellite networks: certainty equivalent approaches versus sensitivity estimation algorithms. Int. J. Commun. Syst. 18(1): 3-36 (2005) - [j3]Marco Baglietto
Neural approximation of open-loop feedback rate control in satellite networks. IEEE Trans. Neural Networks 16(5): 1195-1211 (2005) - [c7]Mario Marchese
On-line Bandwidth Control for Quality of Service Mapping in Telecommunication Networks. CDC/ECC 2005: 7460-7465 - [c6]Mario Marchese
Rate control optimization for bandwidth provision over satellite independent service access points. GLOBECOM 2005: 5 - [c5]Franco Davoli, Mario Marchese, Maurizio Mongelli:
Neural decision making for decentralized pricing-based call admission control. ICC 2005: 1556-1560 - 2004
- [b1]Maurizio Mongelli:
Architectures and optimization techniques for resource allocation in heterogeneous multiservice telecommunication networks. University of Genoa, Italy, 2004 - [j2]Enzo Fortunato, Mario Marchese
QoS guarantee in telecommunication networks: technologies and solutions. Int. J. Commun. Syst. 17(10): 935-962 (2004) - [c4]Marco Baglietto
Satellite dynamic bandwidth allocation by neural open loop-feedback control strategies. CDC 2004: 5016-5021 - [c3]Mario Marchese
Equivalent bandwidth control for the mapping of quality of service in heterogeneous networks. ICC 2004: 1948-1952 - 2003
- [j1]Marco Baglietto
A proposal of new price-based Call Admission Control rules for Guaranteed Performance services multiplexed with Best Effort traffic. Comput. Commun. 26(13): 1470-1483 (2003) - [c2]Alessandro Garibbo, Mario Marchese, Maurizio Mongelli:
Mapping the quality of service over heterogeneous networks: a proposal about architectures and bandwidth allocation. ICC 2003: 1690-1694 - [c1]Marco Baglietto
Best-Effort and Guaranteed Performance Services in Telecommunications Networks: Pricing and Call Admission Control Techniques. QoS-IP 2003: 261-275
Coauthor Index
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