Volume 77, Issue 5-6

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June 2022

Machine Learning for Networking

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14 articles in this issue

Machine learning for networking
Selma Boumerdassi
Ruben Milocco
Nicolas Puech
Editorial 10 June 2022 Pages: 251 - 252
Estimating and predicting link quality in wireless IoT networks
Miguel Landry Foko Sindjoung
Pascale Minet
OriginalPaper 17 March 2021 Pages: 253 - 265
NLOS identification and mitigation in UWB positioning with bagging-based ensembled classifiers
V Ch Sekhar Rao Rayavarapu
Arunanshu Mahapatro
OriginalPaper 06 October 2021 Pages: 267 - 280
Achieving proportional fairness in WiFi networks via bandit convex optimization
Golshan Famitafreshi
Cristina Cano
OriginalPaper Open access 19 October 2021 Pages: 281 - 295
Network traffic analysis using machine learning: an unsupervised approach to understand and slice your network
Ons Aouedi
Kandaraj Piamrat
J. K. Menuka Perera
OriginalPaper 04 November 2021 Pages: 297 - 309
LAFS: a learning-based adaptive forwarding strategy for NDN-based IoT networks
Adel Djama
Badis Djamaa
Nabil Khemache
OriginalPaper 14 July 2021 Pages: 311 - 330
Fibonacci tiles strategy for optimal coverage in IoT networks
Adda Boualem
Hacene Fouchal
Cyril De Runz
OriginalPaper 03 February 2022 Pages: 331 - 344
Generalization aspect of accurate machine learning models for CSI-based localization
Abdallah Sobehy
Éric Renault
Paul Mühlethaler
OriginalPaper 14 June 2021 Pages: 345 - 357
Analysis of error-based machine learning algorithms in network anomaly detection and categorization
Samuel A. Ajila
Chung-Horng Lung
Anurag Das
OriginalPaper 30 March 2021 Pages: 359 - 370
Multi-layer perceptron for network intrusion detection
Arnaud Rosay
Kévin Riou
Pascal Leroux
OriginalPaper 28 May 2021 Pages: 371 - 394
Mutated traffic detection and recovery: an adversarial generative deep learning approach
Ola Salman
Imad H. Elhajj
Ali Chehab
OriginalPaper 23 April 2022 Pages: 395 - 406
Extracting human behavior patterns from DNS traffic
Martín Panza
Diego Madariaga
Javier Bustos-Jiménez
OriginalPaper 15 January 2022 Pages: 407 - 420
Prediction of low accessibility in 4G networks
Diogo Ferreira
Carlos Senna
Susana Sargento
OriginalPaper 04 May 2021 Pages: 421 - 435
GAMPAL: an anomaly detection mechanism for Internet backbone traffic by flow size prediction with LSTM-RNN
Taku Wakui
Takao Kondo
Fumio Teraoka
OriginalPaper Open access 28 August 2021 Pages: 437 - 454

Volume 77, Issue 5-6

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