A TRAFFIC FLOW SIMULATION FRAMEWORK FOR LEARNING DRIVER HETEROGENEITY FROM NATURALISTIC DRIVING DATA USING AUTOENCODERS

A Traffic Flow Simulation Framework for Learning Driver Heterogeneity from Naturalistic Driving Data using Autoencoders

This paper proposes a novel data-centric framework for microscopic traffic flow simulation with intra and inter driver heterogeneity.We utilized a Advent calendars naturalistic driving corpus of 46 different drivers to learn and model the behavior divergence of Japanese drivers.First, ego-driver behavior signals are used to extract unique features

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Polaron Problems in Ultracold Atoms: Role of a Fermi Sea across Different Spatial Dimensions and Quantum Fluctuations of a Bose Medium

The notion of a polaron, originally introduced in the context of electrons in ionic lattices, helps us to understand how a quantum impurity behaves when being immersed in and interacting with a many-body background.We discuss the impact of the impurities on the medium particles by considering feedback effects from polarons that can be realized in u

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Clinico-Epidemiological Profile and Treatment Pattern of Vitiligo in Selected Dermatological Clinics of Mekelle City, Northern Ethiopia

Background.Vitiligo is not a well-studied disease in Ethiopia.Therefore, this study assessed its clinico-epidemiological profile and treatment patterns.Methods.An institutional-based cross-sectional study was conducted in conveniently selected dermatologic clinics of Mekelle city, Ethiopia.A two-phased study was conducted, in which the first was to

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Suspicious behavior recognition using deep learning

The purpose of this study is to reinforce the defense and security Lockers system by recognizing the behaviors of suspicious person both inside and outside the military using deep learning.Surveillance cameras help detect criminals and people who are acting unusual.However, it is inefficient in that the administrator must monitor all the images tra

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Chromosome-Level Genome Assembly and Transcriptome Comparison Analysis of Cephalopholis sonnerati and Its Related Grouper Species

The tomato hind, Cephalopholis sonnerati, is a bottom-dwelling coral reef fish, which is widely distributed in the Indo-Pacific and Red Sea.C.sonnerati also features complex social structures and behaviour mechanisms.Here, we present a high-quality, chromosome-level genome Lockers assembly for C.sonnerati that was derived using PacBio sequencing an

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