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09/19/2023
Towards Energy-Aware Federated Traffic Prediction for Cellular Networks
Cellular traffic prediction is a crucial activity for optimizing network...
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09/08/2023
Federated Learning for Early Dropout Prediction on Healthy Ageing Applications
The provision of social care applications is crucial for elderly people ...
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08/01/2023
Predicting Early Dropouts of an Active and Healthy Ageing App
In this work, we present a machine learning approach for predicting earl...
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11/28/2022
Federated Learning for 5G Base Station Traffic Forecasting
Mobile traffic prediction is of great importance on the path of enabling...
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12/21/2021
FedPOIRec: Privacy Preserving Federated POI Recommendation with Social Influence
With the growing number of Location-Based Social Networks, privacy prese...
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10/01/2021
Whole Sampling Generation of Scale-Free Graphs
This paper presents the development of a new class of algorithms that ac...
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06/02/2021
Federated Neural Collaborative Filtering
In this work, we present a federated version of the state-of-the-art Neu...
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05/16/2021
Lexicographic Enumeration of Set Partitions
In this report, we summarize the set partition enumeration problems and ...
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02/16/2021