2020

AI Agent in Software-Defined Network: Agent-Based Network Service Prediction and Wireless Resource Scheduling Optimization

AI Agent in Software-Defined Network: Agent-Based Network Service Prediction and Wireless Resource Scheduling Optimization

Abstract With the development of a Software-defined Network (SDN), there will be a large number of devices to access the network, which may cause an incalculable burden to the communication […]

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Predicting the Assisted Living Care Needs Using Machine Learning and Health State Survey Data

Predicting the Assisted Living Care Needs Using Machine Learning and Health State Survey Data

Abstract Effective pain management can significantly improve the quality of life and outcomes for various types of patients(e.g. elderly, adult, young) and often requires assisted living for a significant number

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Human microbiome aging clocks based on deep learning and tandem of permutation feature importance and accumulated local effects

Human micro-biome aging clocks based on deep learning and tandem of permutation feature importance and accumulated local effects

Abstract The human gut micro-biome is a complex ecosystem that both affects and is affected by its host status. Previous analyses of gut microflora revealed associations between specific microbes and

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An Evolutionary MultiLayer Perceptron Algorithm for Real Time River Flood Prediction

An Evolutionary MultiLayer Perceptron Algorithm for Real Time River Flood Prediction

Abstract Severe flash flood events give very little opportunity for issuing warnings. In this paper, we approach the automated and real-time prediction of river flooding by proposing and evaluating different

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Deriving A Novel Health Index Using A Large-Scale Population Based Electronic Health RecordWith Deep Networks

Deriving A Novel Health Index Using A Large-Scale Population Based Electronic Health Record With Deep Networks

Abstract Health indexes are useful tools for monitoring the health condition of a population and can be used to guide the healthcare policy of governments. However, most health indexes are

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