Latent informative links detection
… 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. …
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…
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
… 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 …
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
… 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 …
… -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. …
identifying lagged and contemporaneous causal links is … detection rates shown as link width. …
A hybrid term–term relations analysis approach for topic detection
… 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…
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/…
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 …
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). …
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
… 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 …
of setting the transition matrix, which embeds the internal relationship between the network …
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