Yu Huang

Orcid: 0000-0001-7373-4716

Affiliations:
  • University of Florida, FL, USA
  • National Yang Ming Chiao Tung University, Taiwan (PhD)


According to our database1, Yu Huang authored at least 25 papers between 2017 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
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Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2025
Early Time Series Anomaly Prediction With Multi-Objective Optimization.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2025

COLA-GLM: collaborative one-shot and lossless algorithms of generalized linear models for decentralized observational healthcare data.
npj Digit. Medicine, 2025

Identifying progression subphenotypes of Alzheimer's disease from large-scale electronic health records with machine learning.
J. Biomed. Informatics, 2025

Variational temporal deconfounder network for individualized treatment effect estimation with longitudinal observational data.
J. Biomed. Informatics, 2025

Machine Learning Prediction of Autism Spectrum Disorder Diagnosis Through Linking Mothers' and Children's Electronic Health Records.
Proceedings of the 13th IEEE International Conference on Healthcare Informatics, 2025

2024
Snippet Policy Network V2: Knee-Guided Neuroevolution for Multi-Lead ECG Early Classification.
IEEE Trans. Neural Networks Learn. Syst., February, 2024

A scoping review of fair machine learning techniques when using real-world data.
J. Biomed. Informatics, 2024

Feasibility of Identifying Factors Related to Alzheimer's Disease and Related Dementia in Real-World Data.
CoRR, 2024

Graph contrastive learning as a versatile foundation for advanced scRNA-seq data analysis.
Briefings Bioinform., 2024

2023
Snippet Policy Network for Multi-Class Varied-Length ECG Early Classification.
IEEE Trans. Knowl. Data Eng., June, 2023

Continual learning with attentive recurrent neural networks for temporal data classification.
Neural Networks, January, 2023

Developing A Fair Individualized Polysocial Risk Score (iPsRS) for Identifying Increased Social Risk of Hospitalizations in Patients with Type 2 Diabetes (T2D).
CoRR, 2023

2022
A Novel Constraint-Based Knee- Guided Neuroevolutionary Algorithm for Context-Specific ECG Early Classification.
IEEE J. Biomed. Health Informatics, 2022

Periodic Attention-based Stacked Sequence to Sequence framework for long-term travel time prediction.
Knowl. Based Syst., 2022

IPreMom: a continual learning-based image rating framework for infant precious moments capturing.
Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

2021
Dynamic Graph Mining for Multi-weight Multi-destination Route Planning with Deadlines Constraints.
ACM Trans. Knowl. Discov. Data, 2021

Spatio-attention embedded recurrent neural network for air quality prediction.
Knowl. Based Syst., 2021

Stable High Utility Itemset Mining.
Proceedings of the iiWAS2021: The 23rd International Conference on Information Integration and Web Intelligence, Linz, Austria, 29 November 2021, 2021

2020
PURL: Periodic User Representation Learning from Temporal Event Records for Personalized Health Management.
Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020

2019
Long-Term Traffic Time Prediction Using Deep Learning with Integration of Weather Effect.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Robust Sensor-based Human Activity Recognition with Snippet Consensus Neural Networks.
Proceedings of the 16th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2019

DeepIdentifier: A Deep Learning-Based Lightweight Approach for User Identity Recognition.
Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

Mining Emerging High Utility Itemsets over Streaming Database.
Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

2018
Mining Trending High Utility Itemsets from Temporal Transaction Databases.
Proceedings of the Database and Expert Systems Applications, 2018

2017
Efficient Multi-Destinations Route Planning with Deadlines and Cost Constraints.
Proceedings of the 18th IEEE International Conference on Mobile Data Management, 2017


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