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 […]

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

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

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

Service Robot Navigation and Computer VisionApplication in a Banquet Hall Setting

Service Robot Navigation and Computer Vision Application in a Banquet Hall Setting

Abstract This paper describes a low computation system for a surveying service robot in a banquet hall setting. Automating this process will allow staff to focus on other tasks which

Service Robot Navigation and Computer Vision Application in a Banquet Hall Setting Read More »

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

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

Study of an Evaluation Model for AIS ReceiverSensitivity Measurements

Study of an Evaluation Model for AIS Receiver Sensitivity Measurements

Abstract To guarantee that ships can navigate safely, the International Maritime Organization mandates that all ships navigating internationally must install the automatic identification system (AIS). AIS works in the very

Study of an Evaluation Model for AIS Receiver Sensitivity Measurements Read More »

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

An Evolutionary MultiLayer Perceptron Algorithm for Real Time River Flood Prediction Read More »

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

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