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Marco Fiore

imdea networks institute

42H-index
263Paper Count
6.2KCitation Count
Published Papers 46
Publication Date
The TES Framework: Joint Statistical Modeling and Machine Learning for Network KPI Forecasting
err2026-01-01
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PREAI
errLeonardo Lo Schiavo; Genoveva García; Marco Gramaglia; Marco Fiore; Albert Banchs; Xavier Costa-Perez
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<sc>AIChronoLens</sc>: AI/ML Explainability for Time Series Forecasting in Mobile Networks
err2025-08-01
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PREAI
errPablo Fernández Pérez; Claudio Fiandrino; Eloy Pérez Gómez; Hossein Mohammadalizadeh; Marco Fiore; Joerg Widmer
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Empowering Wireless Network Applications with Deep Learning-Based Radio Propagation Models
err2025-08-01
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PREAI
errStefanos Bakirtzis; Çağkan Yapar; Marco Fiore; Jie Zhang; Ian Wassell
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Modeling and understanding the impact of COVID-19 containment policies on mobile service consumption in French cities
err2024-11-07
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errOAAI
errZanella, Andre Felipe; Rubrichi, Stefania; Smoreda, Zbigniew; Fiore, Marco
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AI-Assisted Indoor Wireless Network Planning With Data-Driven Propagation Models
err2024-11-01
err1
errOAAI
errBakirtzis, Stefanos; Wassell, Ian; Fiore, Marco; Zhang, Jie
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A Joint Optimization Approach for Power-Efficient Heterogeneous OFDMA Radio Access Networks
err2024-11-01
err1
errOAAI
errFerreira, Gabriel O.; Zanella, Andre Felipe; Bakirtzis, Stefanos; Ravazzi, Chiara; Dabbene, Fabrizio; Calafiore, Giuseppe C.; Wassell, Ian; Zhang, Jie; Fiore, Marco
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Forecasting Network Traffic: A Survey and Tutorial With Open-Source Comparative Evaluation
err2023-01-01
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errOAAI
errFerreira, Gabriel O.; Ravazzi, Chiara; Dabbene, Fabrizio; Calafiore, Giuseppe C.; Fiore, Marco
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DuctiLoc: Energy-Efficient Location Sampling With Configurable Accuracy
err2023-01-01
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errOAAI
errKatsikouli, Panagiota; Madariaga, Diego; Viana, Aline Carneiro; Tarable, Alberto; Fiore, Marco
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Deep-Learning-Based Multivariate Time-Series Classification for Indoor/Outdoor Detection
err2022-12-01
err9
errOAAI
errBakirtzis, Stefanos; Qiu, Kehai; Wassell, Ian; Fiore, Marco; Zhang, Jie
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News or social media? Socio-economic divide of mobile service consumption
err2021-12-01
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errOAAI
errUcar, Inaki; Gramaglia, Marco; Fiore, Marco; Smoreda, Zbigniew; Moro, Esteban
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TRANSIT: Fine-grained human mobility trajectory inference at scale with mobile network data
err2021-09-01
err31
errOAAI
errBonnetain, Loic; Furno, Angelo; El Faouzi, Nour-Eddin; Fiore, Marco; Stanica, Razvan; Smoreda, Zbigniew; Ziemlicki, Cezary
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AI-Based Autonomous Control, Management, and Orchestration in 5G: From Standards to Algorithms
err2020-11-01
err15
errOAAI
errBega, Dario; Gramaglia, Marco; Perez, Ramon; Fiore, Marco; Banchs, Albert; Costa-Perez, Xavier
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Network Slicing Meets Artificial Intelligence: An AI-Based Framework for Slice Management
err2020-06-01
err48
errOAAI
errBega, Dario; Gramaglia, Marco; Garcia-Saavedra, Andres; Fiore, Marco; Banchs, Albert; Costa-Perez, Xavier
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DeepCog: Optimizing Resource Provisioning in Network Slicing With AI-Based Capacity Forecasting
err2020-02-01
err81
errOAAI
errBega, Dario; Gramaglia, Marco; Fiore, Marco; Banchs, Albert; Costa-Perez, Xavier
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Complete trajectory reconstruction from sparse mobile phone data
err2019-10-12
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errOAAI
errChen, Guangshuo; Viana, Aline Carneiro; Fiore, Marco; Sarraute, Carlos
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Estimation of Static and Dynamic Urban Populations with Mobile Network Metadata
err2019-09-01
err27
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errKhodabandelou, Ghazaleh; Gauthier, Vincent; Fiore, Marco; El-Yacoubi, Mounim A.
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Optimized assignment patterns in Mobile Edge Cloud networks
err2019-06-01
err12
errOAAI
errCeselli, Alberto; Fiore, Marco; Premoli, Marco; Secci, Stefano
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Not in My Neighborhood: A User Equipment Perspective of Cellular Planning Under Restrictive EMF Limits
err2019-01-01
err10
errOAAI
errChiaraviglio, Luca; Galan-Jimenez, Jaime; Fiore, Marco; Blefari-Melazzi, Nicola
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