Cargando…

FedAAR: A Novel Federated Learning Framework for Animal Activity Recognition with Wearable Sensors

SIMPLE SUMMARY: Automated animal activity recognition has achieved great success due to the recent advances in deep learning, allowing staff to identify variations in the animal behavioural repertoire in real-time. The high performance of deep learning largely relies on the availability of big data,...

Descripción completa

Detalles Bibliográficos
Autores principales:	Mao, Axiu, Huang, Endai, Gan, Haiming, Liu, Kai
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9404798/ https://www.ncbi.nlm.nih.gov/pubmed/36009732 http://dx.doi.org/10.3390/ani12162142

Ejemplares similares

Cross-Modality Interaction Network for Equine Activity Recognition Using Imbalanced Multi-Modal Data †
por: Mao, Axiu, et al.
Publicado: (2021)

FedMed: A Federated Learning Framework for Language Modeling
por: Wu, Xing, et al.
Publicado: (2020)

Case report: ‘AARS2 leukodystrophy’
por: Axelsen, Tobias Melton, et al.
Publicado: (2021)

Wearable Sensor Data Classification for Human Activity Recognition Based on an Iterative Learning Framework †
por: Davila, Juan Carlos, et al.
Publicado: (2017)

Guide to diagnosis and appraisal of AAR damage to concrete in structures
por: Godart, Bruno, et al.
Publicado: (2013)

Hurricane Harvey AAR: Preparedness Recommendations Based on Surveillance Data
por: Carr, Michelle, et al.
Publicado: (2019)

Redefining the phenotype of ALSP and AARS2 mutation–related leukodystrophy
por: Lakshmanan, Rahul, et al.
Publicado: (2017)

AARS2 leukoencephalopathy: A new variant of mitochondrial encephalomyopathy
por: Tang, Yi, et al.
Publicado: (2019)

Assessing repeatability and reproducibility of Anterior Active Rhinomanometry (AAR) in children
por: Cilluffo, Giovanna, et al.
Publicado: (2020)

Activity recognition with wearable sensors on loose clothing
por: Michael, Brendan, et al.
Publicado: (2017)

Selective and competitive functions of the AAR and UPR pathways in stress-induced angiogenesis
por: Zhang, Fan, et al.
Publicado: (2021)

Activity Recognition Invariant to Sensor Orientation with Wearable Motion Sensors
por: Yurtman, Aras, et al.
Publicado: (2017)

OES-Fed: a federated learning framework in vehicular network based on noise data filtering
por: Lei, Yuan, et al.
Publicado: (2022)

Use of After Action Reports (AARs) to Promote Organizational and Systems Learning in Emergency Preparedness
por: Savoia, Elena, et al.
Publicado: (2012)

Feature Fusion of a Deep-Learning Algorithm into Wearable Sensor Devices for Human Activity Recognition
por: Yen, Chih-Ta, et al.
Publicado: (2021)

Human activity recognition : using wearable sensors and smartphones
por: Labrador, Miguel A, et al.
Publicado: (2014)

Dealing with the Effects of Sensor Displacement in Wearable Activity Recognition
por: Banos, Oresti, et al.
Publicado: (2014)

Physical Human Activity Recognition Using Wearable Sensors
por: Attal, Ferhat, et al.
Publicado: (2015)

PerHeFed: A general framework of personalized federated learning for heterogeneous convolutional neural networks
por: Ma, Le, et al.
Publicado: (2022)

A Hierarchical Deep Fusion Framework for Egocentric Activity Recognition using a Wearable Hybrid Sensor System
por: Yu, Haibin, et al.
Publicado: (2019)

Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors
por: Li, Frédéric, et al.
Publicado: (2018)

Personalized Human Activity Recognition Based on Integrated Wearable Sensor and Transfer Learning
por: Fu, Zhongzheng, et al.
Publicado: (2021)

Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on Advances
por: Zhang, Shibo, et al.
Publicado: (2022)

An AARS variant as the likely cause of Swedish type hereditary diffuse leukoencephalopathy with spheroids
por: Sundal, Christina, et al.
Publicado: (2019)

Protein instability associated with AARS1 and MARS1 mutations causes trichothiodystrophy
por: Botta, Elena, et al.
Publicado: (2021)

Recognition of Human Activities Using Continuous Autoencoders with Wearable Sensors
por: Wang, Lukun
Publicado: (2016)

Rank Pooling Approach for Wearable Sensor-Based ADLs Recognition
por: Nisar, Muhammad Adeel, et al.
Publicado: (2020)

Wearable Sensor-Based Human Activity Recognition with Transformer Model
por: Dirgová Luptáková, Iveta, et al.
Publicado: (2022)

Petrographic atlas: characterisation of aggregates regarding potential reactivity to alkalis : RILEM TC 219-ACS recommended guidance AAR-1.2, for use with the RILEM AAR-1.1 petrographic examination method
por: Fernandes, Isabel, et al.
Publicado: (2016)

Analysis of Privacy-Enhancing Technologies in Open-Source Federated Learning Frameworks for Driver Activity Recognition
por: Novikova, Evgenia, et al.
Publicado: (2022)

FedDNA: Federated learning using dynamic node alignment
por: Wang, Shuwen, et al.
Publicado: (2023)

Framework for Intelligent Swimming Analytics with Wearable Sensors for Stroke Classification
por: Costa, Joana, et al.
Publicado: (2021)

Cytokines and endotoxin generation and the effects of dopexamine in patients undergoing abdominal aortic reconstruction (AAR)
por: Rashid, HI, et al.
Publicado: (1999)

Transoral Closed Reduction of Fixed Atlanto-Axial Rotatory-Subluxation (AARS) in Childhood and Adolescence
por: Jeszenszky, Dezsoe, et al.
Publicado: (2018)

Gait Apraxia with Exaggerated Upper Limb Movements as Presentation of AARS2 Related Leukoencephalopathy
por: Chakraborty, Arka Prava, et al.
Publicado: (2022)

An Integrated Wireless Wearable Sensor System for Posture Recognition and Indoor Localization
por: Huang, Jian, et al.
Publicado: (2016)

Comparison of Different Sets of Features for Human Activity Recognition by Wearable Sensors
por: Rosati, Samanta, et al.
Publicado: (2018)

A Comprehensive Analysis on Wearable Acceleration Sensors in Human Activity Recognition
por: Janidarmian, Majid, et al.
Publicado: (2017)

Wearable Sensor-Based Human Activity Recognition in the Smart Healthcare System
por: Serpush, Fatemeh, et al.
Publicado: (2022)

Recognition of freezing of gait in Parkinson’s disease based on combined wearable sensors
por: Ren, Kang, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_19omtja0pmjj4cidpas38qv5a2