Stochastic Networks

Latest research

1. Minimum Spanning Trees of Random Geometric Graphs with Independent Edge Weights

   • Ghurumuruhan Ganesan

   in Sankhya A

   Article 18 October 2025

   

2. Correlations in Uniform Spanning Trees: a Fermionic Approach

   • Alan Rapoport

   in Journal of Statistical Physics

   Article Open access 18 October 2025

   

3. A personalized recommendation framework through exploiting jump-enhanced random walk based multiple heterogeneous graph neural networks

   • Yufeng Wang
   • Fei Xie
   • Qun Jin

   in Applied Intelligence

   Article 18 October 2025

   

4. SAE-GAN: integrating stacked attention autoencoder and generative adversarial networks for multivariate time series anomaly detection

   • Shimin Sun
   • Xiangyun Liu
   • Yong Zhu

   in Applied Intelligence

   Article 18 October 2025

   

5. Model checking spatial-temporal features of cascading failures in wireless sensor networks

   • Junjie Li
   • Jun Niu

   in Computing

   Article 18 October 2025

   

6. Modeling of the Distribution of Production Resources Based on GERT Networks

   • I. N. Kravchenko
   • S. I. Nekrasov
   • M. N. Erofeev

   in Technical Physics

   Article 18 October 2025

   

7. Rain gauge network design via implementation of global sensitivity analysis coupled with geostatistics and principal component analysis

   • M. A. Mohammad Jafar Sharbaf
   • M. J. Abedini

   in Stochastic Environmental Research and Risk Assessment

   Article 17 October 2025

   

8. External validation of PreOpNet to predict 30-day mortality after major non-cardiac surgery using digital electrocardiogram

   • Arnaud Champetier
   • Pedro Lopez-Ayala
   • Christian Mueller

   in npj Digital Medicine

   Article Open access 16 October 2025

   

9. Noise-aware training of neuromorphic dynamic device networks

   • Luca Manneschi
   • Ian T. Vidamour
   • Eleni Vasilaki

   in Nature Communications

   Article Open access 16 October 2025

   

10. Formal modelling and verification of effective probabilistic neural networks for load balancing in a cloud environment

    • Shantanu Shukla
    • Vibhash Yadav

    in Discover Computing

    Article Open access 15 October 2025

    

11. A Stochastic Mixed Integer Linear Programming Model for Cross-Regional Supply Network Optimisation Under Dynamic Flow Constraints

    • Shuang Tian
    • Yi Mei

    in Arabian Journal for Science and Engineering

    Article 14 October 2025

    

12. Sensitivity-centered preventive maintenance strategies for enhanced urban surveillance: a stochastic petri net analysis

    • Carlos Brito
    • Gabriel Araújo
    • Francisco Airton Silva

    in Computing

    Article 14 October 2025

    

13. FABLSTM: an optimal resource allocation in SDVN networks with contextual variables integration

    • Ehsan Matinfar
    • Marjan Mahmoudi
    • Behrang Barekatain

    in The Journal of Supercomputing

    Article 13 October 2025

    

14. Decoupled graph neural network with spatially-aware gating selections

    • Xin Meng
    • ShuXia Lu

    in The Journal of Supercomputing

    Article 13 October 2025

    

15. Research on signed directed network link prediction based on dual attention mechanism

    • Jing Chen
    • Xinyu Yang
    • Xiao Chen

    in Scientific Reports

    Article Open access 13 October 2025

    

16. A short-term traffic flow prediction network using filter-genetic feature selection method

    • Bo Wang
    • Pinzheng Qian
    • Jian Zhang

    in Urban Lifeline

    Article Open access 11 October 2025

    

17. ARP-STGCN: a fast attraction–repulsion-potential based spatio-temporal graph convolutional network with imputation for pedestrian trajectory prediction

    • Bin Fang
    • Fangtao Qin
    • Yi Wang

    in Complex & Intelligent Systems

    Article Open access 10 October 2025

    

18. Hybrid event-triggered network-based synchronization of MSRDNNs with additive mode-dependent time-varying delays

    • Weiyuan Zhang
    • Junmin Li
    • Keyi Xing

    in The Journal of Supercomputing

    Article 09 October 2025

    

19. GraphSAGE-based spatial-temporal synchronous traffic forecasting network considering sensorless roads

    • Xian Yu
    • Yinxin Bao
    • Quan Shi

    in Cluster Computing

    Article 09 October 2025

    

20. Exploring the use of Bayesian networks to model noticing patterns for groups of teachers and changes in noticing patterns over time

    • Nicole B. Kersting
    • Rao Xiong
    • Robert Wilson

    in ZDM – Mathematics Education

    Article Open access 09 October 2025

    

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