Probabilistic Approach to Structural Change Prediction in Evolving Social Networks [PDF]
, 2012 We propose a predictive model of structural changes in elementary subgraphs of social network based on Mixture of Markov Chains. The model is trained and verified on a dataset from a large corporate social network analyzed in short, one day-long time
Musial, Katarzyna +4 more
core +6 more sources
Time series analysis to predict link quality of wireless community networks [PDF]
Computer Networks, 2015 Community networks have emerged under the ...
Pere Millán +6 more
openaire +5 more sources
Using vision-based object detection for link quality prediction in 5.6-GHz channel
EURASIP Journal on Wireless Communications and Networking, 2020 Various smart connected devices are emerging like automated driving cars, autonomous robots, and remote-controlled construction vehicles. These devices have vision systems to conduct their operations without collision.
Riichi Kudo +3 more
doaj +1 more source
Hybrid Neural Network-Based Fading Channel Prediction for Link Adaptation
IEEE Access, 2021 We propose an artificial intelligence-based channel prediction scheme that can potentially facilitate link adaptation in customized communication systems.
Chahyeon Eom, Chungyong Lee
doaj +1 more source
Link level modelling techniques for analysing the configuration of link adaptation algorithms in mobile radio networks [PDF]
, 2004 The operation of Link Adaptation algorithms is based on channel quality estimates. It is therefore important to analyse the performance of such algorithms with link level models that properly capture the channel conditions and dynamics. Previous research
Gozalvez, J., Dunlop, J.
core +2 more sources
Deep belief network-based link quality prediction for wireless sensor network
Tongxin xuebao, 2017 After analyzing the existing link quality prediction models,a link quality prediction model for wireless sensor network was proposed,which was based on deep belief network.Support vector classification was employed to estimate link quality,so as to get ...
Lin-lan LIU +3 more
doaj +2 more sources
Link Prediction on Directed Networks Based on AUC Optimization
IEEE Access, 2018 Complex networks have become high-dimensional, sparse, and redundant due to the rapid expansion of the Internet. Effective link prediction techniques are needed to obtain the most relevant and important information for Internet users.
Bolun Chen, Yong Hua, Yan Yuan, Ying Jin
doaj +1 more source
Coauthor prediction for junior researchers [PDF]
, 2013 Research collaboration can bring in different perspectives and generate more productive results. However, finding an appropriate collaborator can be difficult due to the lacking of sufficient information.
Shuguang Han +11 more
core +1 more source
Evaluating Link Lifetime Prediction to Support Computational Offloading Decision in VANETs
Sensors, 2022 In urban mobility, Vehicular Ad Hoc Networks (VANETs) provide a variety of intelligent applications. By enhancing automobile traffic management, these technologies enable advancements in safety and help decrease the frequency of accidents.
Paulo Rocha +7 more
doaj +1 more source
Link quality prediction in wireless community networks using deep recurrent neural networks
Alexandria Engineering Journal, 2020 Wireless community networks (WCNs) are large, heterogeneous, dynamic, and decentralized networks. Such complex characteristics raise different challenges, such as the effect of wireless communications on the performance of networks and routing protocols.
Mohamed Abdel-Nasser +4 more
doaj +1 more source