Cargando…

DaGzang: a synthetic data generator for cross-domain recommendation services

Research on cross-domain recommendation systems (CDRS) has shown efficiency by leveraging the overlapping associations between domains in order to generate more encompassing user models and better recommendations. Nonetheless, if there is no dataset belonging to a specific domain, it is a challenge...

Descripción completa

Detalles Bibliográficos
Autores principales:	Nguyen, Luong Vuong, Vo, Nam D., Jung, Jason J.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	PeerJ Inc. 2023
Materias:	Artificial Intelligence
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10280434/ https://www.ncbi.nlm.nih.gov/pubmed/37346525 http://dx.doi.org/10.7717/peerj-cs.1360

Ejemplares similares

Synthetic OCT Data Generation to Enhance the Performance of Diagnostic Models for Neurodegenerative Diseases
por: Danesh, Hajar, et al.
Publicado: (2022)

Deep Learning Model for Static Ocular Torsion Detection Using Synthetically Generated Fundus Images
por: Wang, Chen, et al.
Publicado: (2023)

Generating high-fidelity privacy-conscious synthetic patient data for causal effect estimation with multiple treatments
por: Shi, Jingpu, et al.
Publicado: (2022)

Developing and Evaluating a University Recommender System
por: Elahi, Mehdi, et al.
Publicado: (2022)

Users’ Responsiveness to Persuasive Techniques in Recommender Systems
por: Alslaity, Alaa, et al.
Publicado: (2021)

Graph neural networks for preference social recommendation
por: Ma, Gang-Feng, et al.
Publicado: (2023)

Personalized movie recommendations based on deep representation learning
por: Li, Luyao, et al.
Publicado: (2023)

SocioPedia+: a visual analytics system for social knowledge graph-based event exploration
por: Nguyen, Tra My, et al.
Publicado: (2023)

Virtual Cohorts and Synthetic Data in Dementia: An Illustration of Their Potential to Advance Research
por: Muniz-Terrera, Graciela, et al.
Publicado: (2021)

Unsupervised domain adaptation for the detection of cardiomegaly in cross-domain chest X-ray images
por: Thiam, Patrick, et al.
Publicado: (2023)

Attenuated and normalized item-item product network for sequential recommendation
por: Di, Weiqiang, et al.
Publicado: (2022)

Recommendations for ethical and responsible use of artificial intelligence in digital agriculture
por: Dara, Rozita, et al.
Publicado: (2022)

A Recommender for Research Collaborators Using Graph Neural Networks
por: Zhu, Jie, et al.
Publicado: (2022)

The assessment list for trustworthy artificial intelligence: A review and recommendations
por: Radclyffe, Charles, et al.
Publicado: (2023)

Jersey number detection using synthetic data in a low-data regime
por: Bhargavi, Divya, et al.
Publicado: (2022)

Bringing Big Data to Bear in Environmental Public Health: Challenges and Recommendations
por: Comess, Saskia, et al.
Publicado: (2020)

Listener Modeling and Context-Aware Music Recommendation Based on Country Archetypes
por: Schedl, Markus, et al.
Publicado: (2021)

LightFIG: simplifying and powering feature interactions via graph for recommendation
por: Di, Weiqiang
Publicado: (2022)

Design of news recommendation model based on sub-attention news encoder
por: Zhang, Wenting
Publicado: (2023)

Enhancing neural collaborative filtering using hybrid feature selection for recommendation
por: Drammeh, Baboucarr, et al.
Publicado: (2023)

Robustness of privacy-preserving collaborative recommenders against popularity bias problem
por: Gulsoy, Mert, et al.
Publicado: (2023)

A review of generative adversarial network applications in optical coherence tomography image analysis
por: Kugelman, Jason, et al.
Publicado: (2022)

Apps for Mental Health: An Evaluation of Behavior Change Strategies and Recommendations for Future Development
por: Alqahtani, Felwah, et al.
Publicado: (2019)

The Issue of Proxies and Choice Architectures. Why EU Law Matters for Recommender Systems
por: Hildebrandt, Mireille
Publicado: (2022)

Self-supervised global context graph neural network for session-based recommendation
por: Chu, Fei, et al.
Publicado: (2022)

An Application of an Embedded Model Estimator to a Synthetic Nonstationary Reservoir Model With Multiple Secondary Variables
por: Daly, Colin
Publicado: (2021)

A multi-intent based multi-policy relay contrastive learning for sequential recommendation
por: Di, Weiqiang
Publicado: (2022)

A field-based recommender system for crop disease detection using machine learning
por: Omara, Jonathan, et al.
Publicado: (2023)

The Generative Adversarial Brain
por: Gershman, Samuel J.
Publicado: (2019)

Behaviour Recognition with Kinodynamic Planning Over Continuous Domains
por: Fitzpatrick, Grady, et al.
Publicado: (2021)

Domain Generalization for Language-Independent Automatic Speech Recognition
por: Gao, Heting, et al.
Publicado: (2022)

Direct domain adaptation through reciprocal linear transformations
por: Alkhalifah, Tariq, et al.
Publicado: (2022)

Explainable AI for Data-Driven Feedback and Intelligent Action Recommendations to Support Students Self-Regulation
por: Afzaal, Muhammad, et al.
Publicado: (2021)

Explanatory machine learning for justified trust in human-AI collaboration: Experiments on file deletion recommendations
por: Göbel, Kyra, et al.
Publicado: (2022)

Person image generation through graph-based and appearance-decomposed generative adversarial network
por: He, Yuling, et al.
Publicado: (2021)

Generative Models of Brain Dynamics
por: Ramezanian-Panahi, Mahta, et al.
Publicado: (2022)

A dynamic graph Hawkes process based on linear complexity self-attention for dynamic recommender systems
por: Hou, Zhiwen, et al.
Publicado: (2023)

Credit Risk Modeling Using Transfer Learning and Domain Adaptation
por: Suryanto, Hendra, et al.
Publicado: (2022)

A Community-Based Model of Care During the Fourth Wave of the COVID-19 Outbreak in Ho Chi Minh City, Vietnam
por: Vuong, Lan N., et al.
Publicado: (2022)

Challenging social media threats using collective well-being-aware recommendation algorithms and an educational virtual companion
por: Ognibene, Dimitri, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_et9fmi2eggus8et318h5l1u0dr