Cargando…

Center transfer for supervised domain adaptation

Domain adaptation (DA) is a popular strategy for pattern recognition and classification tasks. It leverages a large amount of data from the source domain to help train the model applied in the target domain. Supervised domain adaptation (SDA) approaches are desirable when only few labeled samples fr...

Descripción completa

Detalles Bibliográficos
Autores principales:	Huang, Xiuyu, Zhou, Nan, Huang, Jian, Zhang, Huaidong, Pedrycz, Witold, Choi, Kup-Sze
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Springer US 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9878501/ https://www.ncbi.nlm.nih.gov/pubmed/36718382 http://dx.doi.org/10.1007/s10489-022-04414-2

Ejemplares similares

A Generalizable and Discriminative Learning Method for Deep EEG-Based Motor Imagery Classification
por: Huang, Xiuyu, et al.
Publicado: (2021)

EEG-based vibrotactile evoked brain-computer interfaces system: A systematic review
por: Huang, Xiuyu, et al.
Publicado: (2022)

Semi-supervised adversarial discriminative domain adaptation
por: Nguyen, Thai-Vu, et al.
Publicado: (2022)

Domain Adaptation Based on Semi-Supervised Cross-Domain Mean Discriminative Analysis and Kernel Transfer Extreme Learning Machine
por: Li, Xinghai, et al.
Publicado: (2023)

Domain adaptation for supervised integration of scRNA-seq data
por: Sun, Yutong, et al.
Publicado: (2023)

Supervised Domain Adaptation for Automated Semantic Segmentation of the Atrial Cavity
por: Saiz-Vivó, Marta, et al.
Publicado: (2021)

Effectiveness of patient education in acute stroke: a comparison between a customised computer system and a pictorial information booklet
por: Chu, Yin Man, et al.
Publicado: (2020)

A Semi-Supervised Transfer Learning with Dynamic Associate Domain Adaptation for Human Activity Recognition Using WiFi Signals †
por: Chen, Yuh-Shyan, et al.
Publicado: (2021)

Semi-Supervised Domain Adaptation for Holistic Counting under Label Gap
por: Litrico, Mattia, et al.
Publicado: (2021)

A Novel Transfer Support Matrix Machine for Motor Imagery-Based Brain Computer Interface
por: Chen, Yan, et al.
Publicado: (2020)

PopGenAdapt: Semi-Supervised Domain Adaptation for Genotype-to-Phenotype Prediction in Underrepresented Populations
por: Cara, Marçal Comajoan, et al.
Publicado: (2023)

Cross-Machine Fault Diagnosis with Semi-Supervised Discriminative Adversarial Domain Adaptation
por: Wang, Xiaodong, et al.
Publicado: (2020)

Semi-Supervised Domain Adaptation for Multi-Label Classification on Nonintrusive Load Monitoring
por: Hur, Cheong-Hwan, et al.
Publicado: (2022)

Intra-Patient Lung CT Registration through Large Deformation Decomposition and Attention-Guided Refinement
por: Zou, Jing, et al.
Publicado: (2023)

Development of a Healthcare Information System for Community Care of Older Adults and Evaluation of Its Acceptance and Usability
por: Choi, Kup-Sze, et al.
Publicado: (2022)

Supervised and Semisupervised Manifold Embedded Knowledge Transfer in Motor Imagery-Based BCI
por: Xu, Yilu, et al.
Publicado: (2022)

Granular computing: analysis and design of intelligent systems
por: Pedrycz, Witold
Publicado: (2013)

Fuzzy modelling: paradigms and practice
por: Pedrycz, Witold
Publicado: (1996)

Fuzzy evolutionary computation
por: Pedrycz, Witold
Publicado: (1997)

Granular Computing
por: Pedrycz, Witold
Publicado: (2018)

Self-supervised learning for modal transfer of brain imaging
por: Cheng, Dapeng, et al.
Publicado: (2022)

Robust and accurate pulmonary nodule detection with self-supervised feature learning on domain adaptation
por: Liu, Jingya, et al.
Publicado: (2022)

Supervised Domain Adaptation for Automatic Sub-cortical Brain Structure Segmentation with Minimal User Interaction
por: Kushibar, Kaisar, et al.
Publicado: (2019)

Semi-supervised Adversarial Domain Adaptation for Seagrass Detection Using Multispectral Images in Coastal Areas
por: Islam, Kazi Aminul, et al.
Publicado: (2020)

Extended Kalman filter based on stochastic epidemiological model for COVID-19 modelling
por: Zhu, Xinhe, et al.
Publicado: (2021)

A Cross-Domain Weakly Supervised Diabetic Retinopathy Lesion Identification Method Based on Multiple Instance Learning and Domain Adaptation
por: Li, Renyu, et al.
Publicado: (2023)

Simultaneously Improve Transferability and Discriminability for Adversarial Domain Adaptation
por: Xiao, Ting, et al.
Publicado: (2021)

Petrologic Characteristics of the Lunar Surface
por: Wang, Xianmin, et al.
Publicado: (2015)

A new PSO-optimized geometry of spatial and spatio-temporal scan statistics for disease outbreak detection
por: Izakian, Hesam, et al.
Publicado: (2012)

Using Dual Neural Network Architecture to Detect the Risk of Dementia With Community Health Data: Algorithm Development and Validation Study
por: Shen, Xiao, et al.
Publicado: (2020)

Domain-adaptive neural networks improve supervised machine learning based on simulated population genetic data
por: Mo, Ziyi, et al.
Publicado: (2023)

Domain-adaptive neural networks improve supervised machine learning based on simulated population genetic data
por: Mo, Ziyi, et al.
Publicado: (2023)

Deep autoencoder based domain adaptation for transfer learning
por: Dev, Krishna, et al.
Publicado: (2022)

Direct comparison of supervised and semi-supervised retraining approaches for co-adaptive BCIs
por: Schwarz, Andreas, et al.
Publicado: (2019)

GrCount: Counting method for uncertain data
por: Mencar, Corrado, et al.
Publicado: (2019)

Springer handbook of computational intelligence
por: Kacprzyk, Janusz, et al.
Publicado: (2015)

Human-centric decision-making models for social sciences
por: Guo, Peijun, et al.
Publicado: (2014)

Fuzzy Systems Engineering: Toward Human-Centric Computing
por: Pedrycz, Witold, et al.
Publicado: (2007)

ECG Signal Processing, Classification and Interpretation: A Comprehensive Framework of Computational Intelligence
por: Gacek, Adam, et al.
Publicado: (2012)

Pattern recognition: a quality of data perspective
por: Homenda, Wladyslaw, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_nu2uu9qs99k3ef1v8jmbqa4nro