Ausgabe 4/2024
Special Issue: Adaptive Machine Learning in the IoT-Edge-Cloud Continuum edited by Rajiv Ranjan, Dan Chen, Prem Prakash Jayaraman (pp 1047- 1248) and Special Issue: ICSOC 2020 special issue on service-oriented computing edited by Boualem Benatallah, Hakim Hacid, Eleana Kafeza, Fabio Martinelli,, Fabio Martinelli (pp 1249- 1295)
Inhalt (14 Artikel)
Adaptive machine learning in the IoT-edge-cloud continuum
Rajiv Ranjan, Dan Chen, Prem Prakash Jayaraman
Correction to: Adaptive machine learning in the IoT-edge-cloud continuum
Rajiv Ranjan, Dan Chen, Prem Prakash Jayaraman
An intelligent resource management method in SDN based fog computing using reinforcement learning
Milad Anoushee, Mehdi Fartash, Javad Akbari Torkestani
Adaptive vertical federated learning via feature map transferring in mobile edge computing
Yuanzhang Li, Tianchi Sha, Thar Baker, Xiao Yu, Zhiwei Shi, Sikang Hu
Reconstructing the training data set based on reducing boundary complexity
Hamidreza Ghaffari, Farzaneh Rafeie
Ordinal information based facial expression intensity estimation for emotional interaction: a novel semi-supervised deep learning approach
Ruyi Xu, Jiaxu Han, Jingying Chen
Adaptive machine learning algorithm for human target detection in IoT environment
Ming Cheng, Yunbing Yan, Yang Han, Hongjun Lei, Chao Deng
A distributed task orchestration scheme in collaborative vehicular cloud edge networks
Shilpi Mittal, Rajan Kumar Dudeja, Rasmeet Singh Bali, Gagangeet Singh Aujla
Adaptive federated learning scheme for recognition of malicious attacks in an IoT network
Prateek Chhikara, Rajkumar Tekchandani, Neeraj Kumar
Fog-Cloud-IoT centric collaborative framework for machine learning-based situation-aware traffic management in urban spaces
Sahil, Sandeep Kumar Sood, Victor Chang
Automatic ECG classification using discrete wavelet transform and one-dimensional convolutional neural network
Armin Shoughi, Mohammad Bagher Dowlatshahi, Arefeh Amiri, Marjan Kuchaki Rafsanjani, Ranbir Singh Batth
ICSOC 2020 special issue on service-oriented computing
Boualem Benatallah, Hakim Hacid, Eleana Kafeza, Fabio Martinelli, Athman Bouguettaya
Realizing self-adaptive systems via online reinforcement learning and feature-model-guided exploration
Andreas Metzger, Clément Quinton, Zoltán Ádám Mann, Luciano Baresi, Klaus Pohl
Trust-driven reinforcement selection strategy for federated learning on IoT devices
Gaith Rjoub, Omar Abdel Wahab, Jamal Bentahar, Ahmed Bataineh