Yifan Wu

College of Engineering

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Works (3)

Updated: April 5th, 2024 18:26

2023 article

An Exploration of Machine Learning Methods for Gait Analysis of Potential Guide Dogs

TENTH INTERNATIONAL CONFERENCE ON ANIMAL-COMPUTER INTERACTION, ACI 2023.

By: Y. Wuⁿ, C. Nicholsⁿ, M. Fosterⁿ , D. Martinⁿ, J. Dieffenderferⁿ, M. Enomotoⁿ , B. Lascelles ⁿ, J. Russenberger ...

author keywords: Guide Dog; Canine Behavior Analysis; Canine Gait Analysis; IMU; Machine Learning

10.1145/3637882.3637883

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UN Sustainable Development Goal Categories

3. Good Health and Well-being (Web of Science)

Sources: Web Of Science, ORCID, NC State University Libraries

Added: February 22, 2024

2023 article

Behavior Analysis for Potential Guide Dogs

TENTH INTERNATIONAL CONFERENCE ON ANIMAL-COMPUTER INTERACTION, ACI 2023.

By: Y. Wuⁿ

author keywords: Guide Dog; Canine Behavior Analysis; IMU; Machine Learning

10.1145/3637882.3637900

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Source: Web Of Science

Added: March 18, 2024

2022 article

Spatial and Temporal Analytic Pipeline for Evaluation of Potential Guide Dogs Using Location and Behavior Data

NINTH INTERNATIONAL CONFERENCE ON ANIMAL-COMPUTER INTERACTION, ACI 2022.

By: Y. Wuⁿ, T. Holderⁿ, M. Fosterⁿ , E. Williams ⁿ, M. Enomotoⁿ , B. Lascelles ⁿ, A. Bozkurtⁿ, D. Robertsⁿ

author keywords: Guide Dog; Canine Behavior Analysis; Feature Extraction; IMU; Machine Learning; Clustering

TL;DR: A preliminary data analysis workflow is demonstrated that is able to provide detailed information about candidate guide dogs’ day to day physical exercise levels and gait activities using objective environmental and behavioral data collected from a wearable collar-based Internet of Things device. (via Semantic Scholar)

10.1145/3565995.3566033

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UN Sustainable Development Goal Categories

3. Good Health and Well-being (Web of Science)

Sources: Web Of Science, ORCID, NC State University Libraries

Added: March 30, 2023

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