L. Valerio

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L. Valerio, Lorenzo Valerio
Publication record
45 papers · 453 citations · H-index 13

PAPERS

Impact of network topology on the performance of Decentralized Federated Learning
202412 citationsauthor #3
Federated Clustering: An Unsupervised Cluster-Wise Training for Decentralized Data Distributions
20241 citationsauthor #2
FedQUIT: On-Device Federated Unlearning via a Quasi-Competent Virtual Teacher
20245 citationsauthor #2
Coordination-free Decentralised Federated Learning on Complex Networks: Overcoming Heterogeneity
20236 citationsauthor #1
Exploring the Impact of Disrupted Peer-to-Peer Communications on Fully Decentralized Learning in Disaster Scenarios
20237 citationsauthor #3
Communication Costs Analysis of Unsupervised Federated Learning: an Anomaly Detection Scenario
20231 citationsauthor #2
The effect of network topologies on fully decentralized learning: a preliminary investigation
202313 citationsauthor #2
Federated Semi-Supervised Classification of Multimedia Flows for 3D Networks
20223 citationsauthor #3
Anomaly Detection Through Unsupervised Federated Learning
202219 citationsauthor #2
Centralised vs decentralised anomaly detection: when local and imbalanced data are beneficial
20219 citationsauthor #2
MARVEL: Multimodal Extreme Scale Data Analytics for Smart Cities Environments
202119 citationsauthor #43
Federated Feature Selection for Cyber-Physical Systems of Systems
202141 citationsauthor #3
Dynamic Hard Pruning of Neural Networks at the Edge of the Internet
202016 citationsauthor #1
Optimising Cost vs Accuracy of Decentralised Analytics in Fog Computing Environments
20201 citationsauthor #1
Energy efficient distributed analytics at the edge of the network for IoT environments
201829 citationsauthor #1
A communication efficient distributed learning framework for smart environments
201730 citationsauthor #1
Optimal trade-off between accuracy and network cost of distributed learning in Mobile Edge Computing: An analytical approach
20179 citationsauthor #1
Design and evaluation of a cognitive approach for disseminating semantic knowledge and content in opportunistic networks
20168 citationsauthor #2
Philippines Smart App Voting System a Mobile Voting System
20160 citationsauthor #6
Hypothesis Transfer Learning for Efficient Data Computing in Smart Cities Environments
201623 citationsauthor #1
Here&now: data-centric local social interactions through opportunistic networks: demo
20165 citationsauthor #3
Special Section on Opportunistic Communication and Computation
20160 citationsauthor #1
Accuracy vs. traffic trade-off of learning IoT data patterns at the edge with hypothesis transfer learning
201618 citationsauthor #1
Weak social ties improve content delivery in behavior-aware opportunistic networks
201519 citationsauthor #2
Scalable data dissemination in opportunistic networks through cognitive methods
201513 citationsauthor #1
Offloading cellular traffic with opportunistic networks: a feasibility study
201513 citationsauthor #1
Cellular traffic offloading via opportunistic networking with reinforcement learning
201521 citationsauthor #1
A joint multicast/D2D learning-based approach to LTE traffic offloading
201526 citationsauthor #2
Adaptive data offloading in opportunistic networks through an actor-critic learning method
201420 citationsauthor #1
A local algorithm for detecting community structures in dynamic networks
20130 citationsauthor #2
Autonomic cognitive-based data dissemination in Opportunistic Networks
201311 citationsauthor #1
Application of a Cognitive-Inspired Algorithm for Detecting Communities in Mobility Networks
20130 citationsauthor #3
Stochastic mobility models in space and time
20130 citationsauthor #1
A cognitive-based solution for semantic knowledge and content dissemination in opportunistic networks
20139 citationsauthor #2
Training a network of mobile neurons
20119 citationsauthor #3
A unified learning space for a network of mobile neurons
20110 citationsauthor #3
Mobility Timing for Agent Communities, a Cue for Advanced Connectionist Systems
20111 citationsauthor #5
Kinetic Morphogenesis of a Multilayer Perceptron
20110 citationsauthor #3
Relevance regression learning with support vector machines
20107 citationsauthor #3
Wireless Domotic: An Enabling Platform for Granular Intelligence
20101 citationsauthor #4
An opportunistic platform for Android-based mobile devices
201024 citationsauthor #4
Toward a space-time mobility model for social communities
20090 citationsauthor #3
Discovering regression data quality through clustering methods
20094 citationsauthor #3
Do Androids dream of Opportunistic Applications ?
20090 citationsauthor #5
Hypothesis Transfer Learning for Distributed Knowledge Extraction by Intelligent Machines
year unknown0 citationsauthor #1

TIMELINE

2009 4 citations

2010 32 citations

2011 10 citations

2013 20 citations

2014 20 citations

2015 92 citations

2016 54 citations

2017 39 citations

2018 29 citations

2020 17 citations

2021 69 citations

2022 22 citations

2023 27 citations

2024 18 citations

Unknown 0 citations

L. Valerio

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