Recent submissions

DeExp: Revealing Model Vulnerabilities for Spatio-Temporal Mobile Traffic Forecasting with Explainable AI

Moghadas Gholian, Serly; Fiandrino, Claudio; Vallina-Rodriguez, Narseo; Fiore, Marco; Widmer, Joerg (IEEE, 2025-01-20)

journal article

SYMBXRL: Symbolic Explainable Deep Reinforcement Learning for Mobile Networks

Duttagupta, Abhishek; Jabbari, MohammadErfan; Fiandrino, Claudio; Fiore, Marco; Widmer, Joerg (2025-05)

conference object

Integrated Sensing and Communications With MIMO-OTFS: ISI/ICI Exploitation and Delay-Doppler Multiplexing

Keskin, Musa Furkan; Marcus, Carina; Henricsson, Olof; Alvarado, Alvaro; Widmer, Joerg; Wymeersch, Henk (IEEE, 2024-03)

journal article

A few-shot learning method based on knowledge graph in large language models

Wang, FeiLong; Shi, Donghui; Aguilar, Jose; Cui, Xinyi (Springer, 2024-12-15)

journal article

Demystifying Resource Allocation Policies in Operational 5G mmWave Networks

Dinh, Phuc; Ghoshal, Moinak; Han, Yunmeng; Feng, Yufei; Koutsonikolas, Dimitrios; Widmer, Joerg (IEEE/ACM, 2025-01)

journal article

Age-Of-Information in Tandem Queues With Delayed Feedback: Zero-Wait vs. Pipelining

Noroozi, Mahsa; Fidler, Markus; Champati, Jaya Prakash; Widmer, Joerg (2024-09)

conference object

DUNE: Distributed Inference in the User Plane

Bütün, Beyza; de Andrés Hernández, David; Gucciardo, Michele; Fiore, Marco (2025-05)

conference object

An Evaluation of RAN Sustainability Strategies in Production Networks

Martínez-Durive, Orlando E.; Suárez-Varela, José; Omaña Iglesias, Jesús; Lutu, Andra; Fiore, Marco (2024-12-06)

conference object

An explainable analysis of diabetes mellitus using statistical and artificial intelligence techniques

Hoyos, William; Hoyos, Kenia; Ruiz, Rander; Aguilar, Jose (BioMed Central Ltd, 2024-12-15)

journal article

Real-Time Encrypted Traffic Classification in Programmable Networks with P4 and Machine Learning

Akem, Aristide Tanyi-Jong; Fraysse, Guillaume; Fiore, Marco (Wiley, 2025-01-08)

journal article

Sentiment Analysis on Social Networks for Defining Innovation Problems in Organizations

Gutiérrez, Ana; Aguilar, Jose; Ortega, Ana; Montoya, Edwin (2025-01-01)

journal article

Using fuzzy cognitive maps to evaluate the innovation in micro, small and medium-sized enterprises

Gutiérrez, Ana; Aguilar, Jose; Ortega, Ana; Montoya, Edwin (Emerald Publishing Limited, 2024-12-15)

journal article

CloudRIC demo: Open Radio Access Network (O-RAN) Virtualization with Shared Heterogeneous Computing

Lo Schiavo, Leonardo; García-Avilés, Ginés; Garcia-Saavedra, Andres; Gramaglia, Marco; Fiore, Marco; Banchs, Albert; Costa-Perez, Xavier (2024-11-18)

conference object

Optimal allocation of tasks to networked computing facilities

Mancuso, Vincenzo; Castagno, Paolo; Badia, Leonardo; Sereno, Matteo; Ajmone Marsan, Marco (2024-06)

conference object

Gaming on the Edge: Performance Issues of Distributed Online Gaming

Olliaro, Diletta; Mancuso, Vincenzo; Castagno, Paolo; Sereno, Matteo; Ajmone Marsan, Marco (2024-06)

conference object

Edge-Based Control of Multi-Platoons

Quadri, Christian; Mancuso, Vincenzo; Ajmone Marsan, Marco; Rossi, Gian Paolo (IEEE, 2024-10)

journal article

Effectiveness of Distributed Stateless Network Server Selection under Strict Latency Constraints

Mancuso, Vincenzo; Castagno, Paolo; Badia, Leonardo; Sereno, Matteo; Ajmone Marsan, Marco (2024-09)

journal article

Precision farming using autonomous data analysis cycles for integrated cotton managemen

Toscano-Miranda, Raul; Aguilar, Jose; Caro, Manuel; Trebilcok, Anibal; Toro, Mauricio (Elsevier, 2024-11-01)

journal article

Study of Explainability Analysis Methods for the LAMDA Family Algorithms in Classification and Clustering Tasks

Quintero, Carlos; Aguilar, Jose; García, Rodrigo (2024-09-01)

conference object

AMECOS: A Modular Event-based Framework for Concurrent Object Specification

Albouy, Timothé; Fernández Anta, Antonio; Georgiou, Chryssis; Gestin, Mathieu; Nicolaou, Nicolas; Wang, Junlang (2024-11-04)

conference object

IMDEA Networks: Recent submissions

DeExp: Revealing Model Vulnerabilities for Spatio-Temporal Mobile Traffic Forecasting with Explainable AI ﻿

SYMBXRL: Symbolic Explainable Deep Reinforcement Learning for Mobile Networks ﻿

Integrated Sensing and Communications With MIMO-OTFS: ISI/ICI Exploitation and Delay-Doppler Multiplexing ﻿

A few-shot learning method based on knowledge graph in large language models ﻿

Demystifying Resource Allocation Policies in Operational 5G mmWave Networks ﻿

Age-Of-Information in Tandem Queues With Delayed Feedback: Zero-Wait vs. Pipelining ﻿

DUNE: Distributed Inference in the User Plane ﻿

An Evaluation of RAN Sustainability Strategies in Production Networks ﻿

An explainable analysis of diabetes mellitus using statistical and artificial intelligence techniques ﻿

Real-Time Encrypted Traffic Classification in Programmable Networks with P4 and Machine Learning ﻿

Sentiment Analysis on Social Networks for Defining Innovation Problems in Organizations ﻿

Using fuzzy cognitive maps to evaluate the innovation in micro, small and medium-sized enterprises ﻿

CloudRIC demo: Open Radio Access Network (O-RAN) Virtualization with Shared Heterogeneous Computing ﻿

Optimal allocation of tasks to networked computing facilities ﻿

Gaming on the Edge: Performance Issues of Distributed Online Gaming ﻿

Edge-Based Control of Multi-Platoons ﻿

Effectiveness of Distributed Stateless Network Server Selection under Strict Latency Constraints ﻿

Precision farming using autonomous data analysis cycles for integrated cotton managemen ﻿

Study of Explainability Analysis Methods for the LAMDA Family Algorithms in Classification and Clustering Tasks ﻿

AMECOS: A Modular Event-based Framework for Concurrent Object Specification ﻿

DeExp: Revealing Model Vulnerabilities for Spatio-Temporal Mobile Traffic Forecasting with Explainable AI

SYMBXRL: Symbolic Explainable Deep Reinforcement Learning for Mobile Networks

Integrated Sensing and Communications With MIMO-OTFS: ISI/ICI Exploitation and Delay-Doppler Multiplexing

A few-shot learning method based on knowledge graph in large language models

Demystifying Resource Allocation Policies in Operational 5G mmWave Networks

Age-Of-Information in Tandem Queues With Delayed Feedback: Zero-Wait vs. Pipelining

DUNE: Distributed Inference in the User Plane

An Evaluation of RAN Sustainability Strategies in Production Networks

An explainable analysis of diabetes mellitus using statistical and artificial intelligence techniques

Real-Time Encrypted Traffic Classification in Programmable Networks with P4 and Machine Learning

Sentiment Analysis on Social Networks for Defining Innovation Problems in Organizations

Using fuzzy cognitive maps to evaluate the innovation in micro, small and medium-sized enterprises

CloudRIC demo: Open Radio Access Network (O-RAN) Virtualization with Shared Heterogeneous Computing

Optimal allocation of tasks to networked computing facilities

Gaming on the Edge: Performance Issues of Distributed Online Gaming

Edge-Based Control of Multi-Platoons

Effectiveness of Distributed Stateless Network Server Selection under Strict Latency Constraints

Precision farming using autonomous data analysis cycles for integrated cotton managemen

Study of Explainability Analysis Methods for the LAMDA Family Algorithms in Classification and Clustering Tasks

AMECOS: A Modular Event-based Framework for Concurrent Object Specification