Latent informative links detection

L Hu, J Cao, G Xu, Z Gu - … -Based and Intelligent Information and …, 2012 - ebooks.iospress.nl
… the latent interaction network detection method which combines HDP and SIP. In this paper,
we fully infer latent links from observed data, but the observed links … 3 over observed links. …

Nonparametric latent feature models for link prediction

K Miller, M Jordan, T Griffiths - … in neural information …, 2009 - proceedings.neurips.cc
… wish to extract informative … is link prediction, where we observe the relationships (or “links”)
between some pairs of entities in a network (or “graph”) and we try to predict unobserved links

Markov-network based latent link analysis for community detection in social behavioral interactions

W Liu, K Yue, H Wu, X Fu, Z Zhang, W Huang - Applied Intelligence, 2018 - Springer
… idea of community detection by using the discovered latent links implied in … latent links of
individuals from their behavioral observations, and then incorporate these latent links to detect

A unified semi-supervised community detection framework using latent space graph regularization

L Yang, X Cao, D Jin, X Wang… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
… ie, clustering in the latent space, to a group of widely-used community detection algorithms,
… -supervised community detection framework which fully utilizes the must-link priors. Most …

High-recall causal discovery for autocorrelated time series with latent confounders

A Gerhardus, J Runge - Advances in Neural Information …, 2020 - proceedings.neurips.cc
latent causal discovery methods strongly suffer from low recall in the time series case where
identifying lagged and contemporaneous causal links is … detection rates shown as link width. …

A hybrid term–term relations analysis approach for topic detection

C Zhang, H Wang, L Cao, W Wang, F Xu - Knowledge-Based Systems, 2016 - Elsevier
… been used to detect chances by uncovering latent co-occurrence … Link: latent co-occurrence
relations. Based on that, the Key Term as the “bridge” may link various clusters via Key Link

[PDF][PDF] Observed versus latent features for knowledge base and text inference

K Toutanova, D Chen - Proceedings of the 3rd workshop on …, 2015 - aclanthology.org
links between candidate entity pairs, to state-of-the-art latent fea… We then automatically
detected near-duplicate and inverse … For example, this process detected that the relation /award/…

Weak link prediction based on hyper latent distance in complex network

MY Zhou, F Wang, Z Chen, J Wu, G Liu… - Expert Systems with …, 2024 - Elsevier
… space and observe that weak links generally possess longer distances compared to
strong links. Subsequently, we propose the concept of ’hyper latent distance’ as a means to …

A novel link fabrication attack detection method for low-latency SDN networks

Y Liu, Y Wang, H Feng - Journal of Information Security and Applications, 2024 - Elsevier
link fabrication attacks (LFA) in low-latency environments, where existing detection methods
fail to effectively detect … a novel detection method called Correlated Link Verification (CLV). …

Attribute community detection based on latent representation learning and graph regularized non-negative matrix factorization

R Shang, W Zhang, Z Li, C Wang, L Jiao - Applied Soft Computing, 2023 - Elsevier
… To link the topology clustering and attribute clustering of nodes, this paper adopts the method
of setting the transition matrix, which embeds the internal relationship between the network …