Inferring mechanisms for global constitutional progress
Sign Up to like & getrecommendations! Published in 2018 at "Nature Human Behaviour"
DOI: 10.1038/s41562-018-0382-8
Abstract: Constitutions help define domestic political orders, but are known to be influenced by international mechanisms that are normative, temporal and network based. Here we introduce the concept of the ‘provision space’—the set of all legal… read more here.
Keywords: mechanisms global; global constitutional; network; temporal network ... See more keywords
Community discovering in temporal network with spectral fusion.
Sign Up to like & getrecommendations! Published in 2019 at "Chaos"
DOI: 10.1063/1.5086769
Abstract: With the deep understanding of the time-varying characteristics of real systems, research studies focusing on the temporal network spring up like mushrooms. Community detection is an accompanying and meaningful problem in the temporal network, but… read more here.
Keywords: network; discovering temporal; temporal network; community discovering ... See more keywords
Temporal Network Epistemology: on Reaching Consensus in Real World Setting
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DOI: 10.1063/5.0074992
Abstract: This work develops the concept of the temporal network epistemology model enabling the simulation of the learning process in dynamic networks. The results of the research, conducted on the temporal social network generated using the… read more here.
Keywords: network; epistemology; network epistemology; reaching consensus ... See more keywords
Concurrency and reachability in treelike temporal networks
Sign Up to like & getrecommendations! Published in 2019 at "Physical Review. E"
DOI: 10.1103/physreve.100.062305
Abstract: Network properties govern the rate and extent of various spreading processes, from simple contagions to complex cascades. Recently, the analysis of spreading processes has been extended from static networks to temporal networks, where nodes and… read more here.
Keywords: temporal networks; temporal network; reachability; concurrency reachability ... See more keywords
Building surrogate temporal network data from observed backbones.
Sign Up to like & getrecommendations! Published in 2021 at "Physical review. E"
DOI: 10.1103/physreve.103.052304
Abstract: Many systems of socioeconomic interests find a convenient representation in the form of temporal networks, i.e., sets of nodes and interactions occurring at specified times. In the corresponding data sets, however, crucial elements coexist with… read more here.
Keywords: network data; temporal network; surrogate temporal; building surrogate ... See more keywords
TM-Miner: TFS-Based Algorithm for Mining Temporal Motifs in Large Temporal Network
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2911181
Abstract: Temporal network is a basic tool for representing complex systems, such as communication networks and social networks; besides the temporal motif (TM) plays an important role in the analysis of temporal networks. Without considering the… read more here.
Keywords: temporal network; temporal motifs; mining temporal; miner ... See more keywords
Embedding and Trajectories of Temporal Networks
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DOI: 10.1109/access.2023.3268030
Abstract: Temporal network data are increasingly available in various domains, and often represent highly complex systems with intricate structural and temporal evolutions. Due to the difficulty of processing such complex data, it may be useful to… read more here.
Keywords: network; time; trajectories temporal; temporal networks ... See more keywords
Multi-Branch Spatial-Temporal Network for Action Recognition
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2019.2940111
Abstract: Human action recognition based on deep-learning methods have received increasing attention and developed rapidly. However, current methods suffer from the confusion caused by convolving over time and space independently, processing shorter sequences, restricted to single… read more here.
Keywords: branch spatial; temporal network; spatial temporal; multi branch ... See more keywords
Prism: Real-Time Privacy Protection Against Temporal Network Traffic Analyzers
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2023.3267885
Abstract: Traffic analysis is widely used in network monitoring. However, the attackers can sometimes infer sensitive information from the patterns of the encrypted network traffic, which poses a threat to network security. Most existing countermeasures are… read more here.
Keywords: network; traffic analyzers; space; traffic ... See more keywords
ESTNet: Embedded Spatial-Temporal Network for Modeling Traffic Flow Dynamics
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3167019
Abstract: Accurate spatial-temporal prediction is a fundamental building block of many real-world applications such as traffic scheduling and management, environment policy making, and public safety. This problem is still challenging due to nonlinear, complicated, and dynamic… read more here.
Keywords: network; temporal dependencies; embedded spatial; traffic ... See more keywords
Temporal Network Embedding for Link Prediction via VAE Joint Attention Mechanism.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2021.3084957
Abstract: Network representation learning or embedding aims to project the network into a low-dimensional space that can be devoted to different network tasks. Temporal networks are an important type of network whose topological structure changes over… read more here.
Keywords: attention mechanism; temporal network; vae; network embedding ... See more keywords