Results 61 to 70 of about 26,431 (256)
CoRR, 2018 Graph kernels have recently emerged as a promising approach for tackling the graph similarity and learning tasks at the same time. In this paper, we propose a general framework for designing graph kernels. The proposed framework capitalizes on the well-known message passing scheme on graphs.
Giannis Nikolentzos +1 more
openaire +2 more sources
Probabilistic Message Passing for Decentralized Control of Stochastic Complex Systems
IEEE Access, 2019 This paper proposes a novel probabilistic framework for the design of probabilistic message passing mechanism for complex and large dynamical systems that are operating and governing under a decentralized way.
Randa Herzallah
doaj +1 more source
FEBS Letters, EarlyView.Enteropathogenic E. coli (EPEC) infects the human intestinal epithelium, resulting in severe illness and diarrhoea. In this study, we compared the infection of cancer‐derived cell lines with human organoid‐derived models of the small intestine. We observed a delayed in attachment, inflammation and cell death on primary cells, indicating that host ...
Mastura Neyazi +5 more
wiley +1 more source
Scalable Trajectory Prediction via Local Neighborhood Interactions
IEEE Open Journal of Intelligent Transportation SystemsAccurate trajectory prediction is essential for autonomous driving systems to make safe and efficient decisions. Traditional global message-passing methods, though effective at capturing mutual interactions, suffer from an $O(N^{2})$ parameter ...
Shuyi Tan +3 more
doaj +1 more source
The graphical brain: Belief propagation and active inference [PDF]
Network Neuroscience, 2017 This paper considers functional integration in the brain from a computational perspective. We ask what sort of neuronal message passing is mandated by active inference—and what implications this has for context-sensitive connectivity at microscopic and ...
Karl J. Friston +2 more
doaj +1 more source
Organoids in pediatric cancer research
FEBS Letters, EarlyView.Organoid technology has revolutionized cancer research, yet its application in pediatric oncology remains limited. Recent advances have enabled the development of pediatric tumor organoids, offering new insights into disease biology, treatment response, and interactions with the tumor microenvironment.
Carla Ríos Arceo, Jarno Drost
wiley +1 more source
Joint user activity and signal detection for massive multiple-input multiple-output
Dianxin kexue, 2021 In uplink grant-free massive multiple-input multiple-output (mMIMO) systems, the performance of available methods for joint user activity and signal detection deteriorates when the correlation of receiving antennas or the number of active devices ...
Xiaoqun SONG, Ming JIN, Zhongjie JIA
doaj +2 more sources
The Impact of the Collective Influence of Search Engines on Social Networks
IEEE Access, 2017 A social network contains a significant set of spreaders whose activities can lead to largescale activation of network members. In order to find the minimal set of spreaders, many methods based on traditional network topology have been proposed. However,
Dezhang Kong +4 more
doaj +1 more source
Reciprocal control of viral infection and phosphoinositide dynamics
FEBS Letters, EarlyView.Phosphoinositides, although scarce, regulate key cellular processes, including membrane dynamics and signaling. Viruses exploit these lipids to support their entry, replication, assembly, and egress. The central role of phosphoinositides in infection highlights phosphoinositide metabolism as a promising antiviral target.
Marie Déborah Bancilhon, Bruno Mesmin
wiley +1 more source
Enhanced Message-Passing Based LEACH Protocol for Wireless Sensor Networks
Sensors, 2018 This paper proposes a distributed energy-efficient clustering protocol for wireless sensor networks (WSNs). Based on low-energy adaptive clustering hierarchy (LEACH) protocol, the proposed LEACH-eXtended Message-Passing (LEACH-XMP) substantially improves
Jaeyoung Kang +2 more
doaj +1 more source