Yunpeng Cai
Orcid: 0000-0002-2486-3420
According to our database1,
Yunpeng Cai
authored at least 64 papers
between 2001 and 2023.
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Bibliography
2023
Identification of epileptic networks with graph convolutional network incorporating oscillatory activities and evoked synaptic responses.
NeuroImage, December, 2023
IEEE Trans. Neural Networks Learn. Syst., May, 2023
AdaPPI: identification of novel protein functional modules via adaptive graph convolution networks in a protein-protein interaction network.
Briefings Bioinform., January, 2023
Traffic Vibration Signal Analysis of DAS Fiber Optic Cables with Different Coupling Based on an Improved Wavelet Thresholding Method.
Sensors, 2023
Active Globally Explainable Learning for Medical Images via Class Association Embedding and Cyclic Adversarial Generation.
CoRR, 2023
VirusBERTHP: Improved Virus Host Prediction Via Attention-based Pre-trained Model Using Viral Genomic Sequences.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
Smoothness Sensor: Adaptive Smoothness-Transition Graph Convolutions for Attributed Graph Clustering.
IEEE Trans. Cybern., 2022
Transmit Beamforming for Ambient Backscatter Communication Enabled Wireless Body Area Network in Multiuser MISO System.
IEEE Trans. Cogn. Commun. Netw., 2022
M-US-EMRs: A Multi-modal Data Fusion Method of Ultrasonic Images and Electronic Medical Records Used for Screening of Coronary Heart Disease.
Proceedings of the Bioinformatics Research and Applications - 18th International Symposium, 2022
A machine learning model for disease risk prediction by integrating genetic and non-genetic factors.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
2021
J. Medical Imaging Health Informatics, 2021
Risk Prediction of Renal Failure for Chronic Disease Population Based on Electronic Health Record Big Data.
Big Data Res., 2021
Proceedings of the ICMLC 2021: 13th International Conference on Machine Learning and Computing, 2021
Proceedings of the Health Information Science - 10th International Conference, 2021
2020
A novel hybrid network of fusing rhythmic and morphological features for atrial fibrillation detection on mobile ECG signals.
Neural Comput. Appl., 2020
CoRR, 2020
2019
Ultra-Low Power 18-Transistor Fully Static Contention-Free Single-Phase Clocked Flip-Flop in 65-nm CMOS.
IEEE J. Solid State Circuits, 2019
A parallel computational framework for ultra-large-scale sequence clustering analysis.
Bioinform., 2019
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
2018
Multiscaled Fusion of Deep Convolutional Neural Networks for Screening Atrial Fibrillation From Single Lead Short ECG Recordings.
IEEE J. Biomed. Health Informatics, 2018
BMC Bioinform., 2018
Predictive Modeling of Hospital Mortality for Patients With Heart Failure by Using an Improved Random Survival Forest.
IEEE Access, 2018
Proceedings of the IEEE International Conference on Consumer Electronics, 2018
Automatic Text Classification for Label Imputation of Medical Diagnosis Notes Based on Random Forest.
Proceedings of the Health Information Science - 7th International Conference, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Sparse Weighted Naive Bayes Classifier for Efficient Classification of Categorical Data.
Proceedings of the Third IEEE International Conference on Data Science in Cyberspace, 2018
Time-Incremental Convolutional Neural Network for Arrhythmia Detection in Varied-Length Electrocardiogram.
Proceedings of the 2018 IEEE 16th Intl Conf on Dependable, 2018
2017
ESPRIT-Forest: Parallel clustering of massive amplicon sequence data in subquadratic time.
PLoS Comput. Biol., 2017
Toward Automated Analysis of Electrocardiogram Big Data by Graphics Processing Unit for Mobile Health Application.
IEEE Access, 2017
Proceedings of the 27th International Symposium on Power and Timing Modeling, 2017
Proceedings of the Health Information Science - 6th International Conference, 2017
3-year risk prediction of Coronary Heart Disease in hypertension patients: A preliminary study.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2015
Risk Prediction of One-Year Mortality in Patients with Cardiac Arrhythmias Using Random Survival Forest.
Comput. Math. Methods Medicine, 2015
Comput. Biol. Medicine, 2015
Parallel Hierarchical Clustering in Linearithmic Time for Large-Scale Sequence Analysis.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
Mobile Clinical Scale Collection System for In-Hospital Stroke Patient Assessments Using Html5 Technology.
Proceedings of the Health Information Science - 4th International Conference, 2015
Identification of Schizophrenia-Associated Gene Polymorphisms Using Hybrid Filtering Feature Selection with Structural Information.
Proceedings of the Health Information Science - 4th International Conference, 2015
Proceedings of the 8th International Conference on Biomedical Engineering and Informatics, 2015
2014
A comparative study of improvements Pre-filter methods bring on feature selection using microarray data.
Health Inf. Sci. Syst., 2014
The Relationship between the 24 h Blood Pressure Variability and Carotid Intima-Media Thickness: A Compared Study.
Comput. Math. Methods Medicine, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014
Proceedings of the Health Information Science - Third International Conference, 2014
A Comparative Study of Improvements Filter Methods Bring on Feature Selection Using Microarray Data.
Proceedings of the Health Information Science - Third International Conference, 2014
A network-based analysis of ischemic stroke using parallel microRNA-mRNA expression profiles.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014
Risk prediction for heart failure incidence within 1-year using clinical and laboratory factors.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Intra- and inter-sparse multiple output regression with application on environmental microbial community study.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
2012
A large-scale benchmark study of existing algorithms for taxonomy-independent microbial community analysis.
Briefings Bioinform., 2012
Proceedings of the 4th IEEE International Conference on Cloud Computing Technology and Science Proceedings, 2012
2010
Fast Implementation of ℓ<sub>1</sub>Regularized Learning Algorithms Using Gradient Descent Methods.
Proceedings of the SIAM International Conference on Data Mining, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
2009
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009
Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009
2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
2006
Probabilistic modeling for continuous EDA with Boltzmann selection and Kullback-Leibeler divergence.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
2004
Proceedings of the IEEE International Conference on Systems, 2004
2003
Proceedings of the RoboCup 2003: Robot Soccer World Cup VII, 2003
2001
Proceedings of the RoboCup 2001: Robot Soccer World Cup V, 2001
Global Planning from Local Eyeshot: An Implementation of Observation-Based Plan Coordination in RoboCup Simulation Games.
Proceedings of the RoboCup 2001: Robot Soccer World Cup V, 2001