Distributed perception and model inference with intelligent connected vehicles in smart cities
Sign Up to like & getrecommendations! Published in 2020 at "Ad Hoc Networks"
DOI: 10.1016/j.adhoc.2020.102152
Abstract: Abstract The fast penetration of Intelligent Connected Vehicles (ICVs) has become the primary growth engine of the automotive industry in recent years. Urban vehicular network consisting of ICVs is evolving towards a distributed intelligent platform… read more here.
Keywords: connected vehicles; model inference; perception; intelligent connected ... See more keywords
Boolean network sketches: a unifying framework for logical model inference
Sign Up to like & getrecommendations! Published in 2023 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btad158
Abstract: Abstract Motivation The problem of model inference is of fundamental importance to systems biology. Logical models (e.g. Boolean networks; BNs) represent a computationally attractive approach capable of handling large biological networks. The models are typically… read more here.
Keywords: boolean network; experimental data; model; model inference ... See more keywords
Incomplete graphical model inference via latent tree aggregation
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DOI: 10.1177/1471082x18786289
Abstract: Graphical network inference is used in many fields such as genomics or ecology to infer the conditional independence structure between variables, from measurements of gene expression or species abundances for instance. In many practical cases,… read more here.
Keywords: aggregation; network; model inference; model ... See more keywords
Towards Blockchain-Based Federated Machine Learning: Smart Contract for Model Inference
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DOI: 10.3390/app11031010
Abstract: Federated learning is a branch of machine learning where a shared model is created in a decentralized and privacy-preserving fashion, but existing approaches using blockchain are limited by tailored models. We consider the possibility to… read more here.
Keywords: blockchain based; oracle service; machine learning; model inference ... See more keywords