Výsledky vyhledávání

Report

Resource-Efficient Heartbeat Classification Using Multi-Feature Fusion and Bidirectional LSTM

Autor: Nikandish, Reza, He, Jiayu, Haghi, Benyamin

In this article, we present a resource-efficient approach for electrocardiogram (ECG) based heartbeat classification using multi-feature fusion and bidirectional long short-term memory (Bi-LSTM). The dataset comprises five original classes from the M

Externí odkaz: http://arxiv.org/abs/2405.15312

Zobrazit plný text záznamu

Akademický článek

Protective Effect of Betulinic Acid against Dextran Sodium Sulfate-Induced Ulcerative Colitis in Mice

Autor: YANG Mingqi, HUANG You, KONG Li, HE Jiayu, WU Jiao, YANG Yu, YAO Huan, ZHU Lijuan, YI Jin’e

Publikováno v: Shipin Kexue, Vol 45, Iss 17, Pp 88-95 (2024)

Objective: To study the effect of betulinic acid (BA) on dextran sodium sulfate (DSS)-induced ulcerative colitis. Methods: Eighty-four C57BL/6 mice were randomly divided into 7 groups, namely control, BA (0.5 mg/kg), DSS (4% by mass), low-, medium- a

Externí odkaz: https://doaj.org/article/55653e80c8344ac5872eef2f023de8c4

Zobrazit plný text záznamu

Report

Reinforcement Learning Tutor Better Supported Lower Performers in a Math Task

Autor: Ruan, Sherry, Nie, Allen, Steenbergen, William, He, Jiayu, Zhang, JQ, Guo, Meng, Liu, Yao, Nguyen, Kyle Dang, Wang, Catherine Y, Ying, Rui, Landay, James A, Brunskill, Emma

Resource limitations make it hard to provide all students with one of the most effective educational interventions: personalized instruction. Reinforcement learning could be a key tool to reduce the development cost and improve the effectiveness of i

Externí odkaz: http://arxiv.org/abs/2304.04933

Zobrazit plný text záznamu

Report

Federated PCA on Grassmann Manifold for Anomaly Detection in IoT Networks

Autor: Nguyen, Tung-Anh, He, Jiayu, Le, Long Tan, Bao, Wei, Tran, Nguyen H.

In the era of Internet of Things (IoT), network-wide anomaly detection is a crucial part of monitoring IoT networks due to the inherent security vulnerabilities of most IoT devices. Principal Components Analysis (PCA) has been proposed to separate ne

Externí odkaz: http://arxiv.org/abs/2212.12121

Zobrazit plný text záznamu