數據科學研究所

研究成果

每年研究成果 2000 2014 2015 2017 2018 2019 2020 2021 2022 2023 2024

• 189 Article
• 155 Conference contribution
• 8 Editorial
• 5 Patent
• 16 更多
  • 4 Review article
  • 3 Chapter
  • 3 Conference article
  • 2 Paper
  • 2 ???researchoutput.researchoutputtypes.workingpaper.preprint???
  • 1 Comment/debate
  • 1 Letter

每年研究成果

每年研究成果

搜尋結果

• 2024

  A computed tomography radiomics-based model for predicting osteoporosis after breast cancer treatment

  Lai, Y. H., Tsai, Y. S., Su, P. F., Li, C. I. & Chen, H. H. W., 2024 3月, 於: Physical and Engineering Sciences in Medicine. 47, 1, p. 239-248 10 p.

  研究成果: Article › 同行評審

  開啟存取

  • osteoporosis 100%
  • Oncology 89%
  • vertebrae 87%
  • breast 70%
  • Bone 64%

• Blastocyst telomere length predicts successful implantation after frozen-thawed embryo transfer

  Chien, C. W., Tang, Y. A., Jeng, S. L., Pan, H. A. & Sun, H. S., 2024, 於: Human Reproduction Open. 2024, 2, hoae012.

  研究成果: Article › 同行評審

  開啟存取

  • Embryo Transfer 100%
  • Blastocyst 98%
  • Embryonic Structures 70%
  • Aneuploidy 33%
  • Forests 27%
  1 引文 斯高帕斯（Scopus）

• Chronic obstructive pulmonary disease trajectory: severe exacerbations and dynamic change in health-related quality of life

  Tsai, S. H., Hung, J. Y., Su, P. F., Hsu, C. H., Yu, C. H., Liao, X. M., Wang, J. D., Hsiue, T. R. & Chen, C. Z., 2024 2月 21, 於: BMJ Open Respiratory Research. 11, 1, e002037.

  研究成果: Article › 同行評審

  開啟存取

  • Chronic Obstructive Pulmonary Disease 100%
  • Quality of Life 72%
  • Proportional Hazards Models 40%
  • Frailty 25%
  • Datasets 17%
  2 引文 斯高帕斯（Scopus）

• COVID-19 Infection Percentage Estimation from Computed Tomography Scans: Results and Insights from the International Per-COVID-19 Challenge

  Bougourzi, F., Distante, C., Dornaika, F., Taleb-Ahmed, A., Hadid, A., Chaudhary, S., Yang, W., Qiang, Y., Anwar, T., Breaban, M. E., Hsu, C. C., Tai, S. C., Chen, S. N., Tricarico, D., Chaudhry, H. A. H., Fiandrotti, A., Grangetto, M., Spatafora, M. A. N., Ortis, A. & Battiato, S., 2024 3月, 於: Sensors. 24, 5, 1557.

  研究成果: Article › 同行評審

  開啟存取

  • Cope Reaction 100%
  • infectious diseases 96%
  • Medical imaging 86%
  • Tomography 73%
  • Computerized tomography 62%

• ECOPICA: empirical copula-based independent component analysis

  Pi, H. K., Guo, M. H., Chen, R. B. & Huang, S. F., 2024 2月, 於: Statistics and Computing. 34, 1, 52.

  研究成果: Article › 同行評審

  • Independent Component Analysis 100%
  • Copula 71%
  • Recovery 64%
  • Parallel Computing 53%
  • Simulation Analysis 44%

• Forecasting Urban Sensory Values through Learning Attention-adjusted Graph Spatio-temporal Networks

  Lu, Y. J. & Li, C. T., 2024 1月 15, 於: ACM Transactions on Spatial Algorithms and Systems. 10, 1, 4.

  研究成果: Article › 同行評審

  • Sensor 100%
  • Forecasting 97%
  • Learning 77%
  • Temporal Correlation 44%
  • Sensors 43%

• Hierarchical Bipartite Graph Convolutional Network for Recommendation

  Cheng, Y. W., Zhong, Z., Pang, J. & Li, C. T., 2024 5月 1, 於: IEEE Computational Intelligence Magazine. 19, 2, p. 49-60 12 p.

  研究成果: Article › 同行評審

  • Recommendations 90%
  • Recommender systems 84%
  • Bipartite Graph 77%
  • Neural Networks 52%
  • Neural networks 51%
  1 引文 斯高帕斯（Scopus）

• Hyperspectral Tensor Completion Using Low-Rank Modeling and Convex Functional Analysis

  Lin, C. H., Liu, Y., Chi, C. Y., Hsu, C. C., Ren, H. & Quek, T. Q. S., 2024, 於: IEEE Transactions on Neural Networks and Learning Systems. 35, 8, p. 10736-10750 15 p.

  研究成果: Article › 同行評審

  • Functional analysis 100%
  • Machine Learning 84%
  • Tensors 74%
  • Space Flight 48%
  • Benchmarking 40%
  7 引文 斯高帕斯（Scopus）

• Machine learning for prediction of schizophrenia based on identifying the primary and interaction effects of minor physical anomalies

  Jeng, S. L., Tu, M. J., Lin, C. W., Lin, J. J., Tseng, H. H., Jang, F. L., Lu, M. K., Chen, P. S., Huang, C. C., Chang, W. H., Tan, H. P. & Lin, S. H., 2024 4月, 於: Journal of Psychiatric Research. 172, p. 108-118 11 p.

  研究成果: Article › 同行評審

  • Machine Learning 100%
  • Schizophrenia 72%
  • Skull 65%
  • Fissured Tongue 55%
  • Palate 51%

• Multivariate probit linear mixed models for multivariate longitudinal binary data

  Lee, K. J., Kim, C., Yoo, J. K. & Lee, K., 2024 4月 15, 於: Statistics in Medicine. 43, 8, p. 1527-1548 22 p.

  研究成果: Article › 同行評審

  • Probit 100%
  • Linear Mixed Model 93%
  • Binary Data 87%
  • Longitudinal Data 79%
  • Correlation Matrix 69%

• Prediction and Optimization of Heat Transfer Performance of Premixed Methane Impinging Flame Jet Using the Kriging Model and Genetic Algorithm

  Chen, X. X., Chen, R. B. & Wu, C. Y., 2024 5月, 於: Applied Sciences (Switzerland). 14, 9, 3731.

  研究成果: Article › 同行評審

  開啟存取

  • kriging 100%
  • jet flames 80%
  • Heat transfer performance 70%
  • genetic algorithms 69%
  • Heat Transfer 66%

• QRCODE: Quasi-Residual Convex Deep Network for Fusing Misaligned Hyperspectral and Multispectral Images

  Lin, C. H., Hsu, C. C., Young, S. S., Hsieh, C. Y. & Tai, S. C., 2024, 於: IEEE Transactions on Geoscience and Remote Sensing. 62, p. 1-15 15 p., 5512215.

  研究成果: Article › 同行評審

  • multispectral image 100%
  • Satellites 68%
  • Image fusion 51%
  • Remote sensing 45%
  • Electric fuses 45%

• Real-Time Compressed Sensing for Joint Hyperspectral Image Transmission and Restoration for CubeSat

  Hsu, C. C., Jian, C. Y., Tu, E. S., Lee, C. M. & Chen, G. L., 2024, 於: IEEE Transactions on Geoscience and Remote Sensing. 62, p. 1-16 16 p., 5512416.

  研究成果: Article › 同行評審

  開啟存取

  • Image communication systems 100%
  • Small satellites 92%
  • Compressed sensing 88%
  • Image reconstruction 80%
  • restoration 58%
  1 引文 斯高帕斯（Scopus）

• Robust Bayesian cumulative probit linear mixed models for longitudinal ordinal data

  Lee, K. J., Chen, R. B. & Lee, K., 2024, (Accepted/In press) 於: Computational Statistics.

  研究成果: Article › 同行評審

  • Ordinal Data 100%
  • Probit 93%
  • Linear Mixed Model 88%
  • Mixed Model 87%
  • Longitudinal Data 74%
  1 引文 斯高帕斯（Scopus）

• Robust inference for causal mediation analysis of recurrent event data

  Chen, Y. L., Chen, Y. H., Su, P. F., Ou, H. T. & Tai, A. S., 2024 7月 20, 於: Statistics in Medicine. 43, 16, p. 3020-3035 16 p.

  研究成果: Article › 同行評審

  開啟存取

  • Mediation 100%
  • Robust Inference 94%
  • Cardiovascular Diseases 24%
  • Research Personnel 23%
  • Cardiovascular Disease 20%
• 2023

  Classifying and clustering noisy images using subset learning based on convolutional neural networks

  Jeng, S. L. & Chang, Y. C., 2023 10月, 於: Quality and Reliability Engineering International. 39, 6, p. 2343-2364 22 p.

  研究成果: Article › 同行評審

  • Neural Networks 100%
  • Bins 91%
  • Defects 82%
  • Clustering 76%
  • Convolutional neural networks 75%
  2 引文 斯高帕斯（Scopus）

• Clustering partially masked images with modified Radon transformation

  Jeng, S. L. & Hsu, M. J., 2023, 於: Communications in Statistics: Simulation and Computation. 52, 11, p. 5231-5255 25 p.

  研究成果: Article › 同行評審

  • Radon 82%
  • Bins 71%
  • Clustering 61%
  • Defects 29%
  • Probe 14%
  1 引文 斯高帕斯（Scopus）

• CoANE: Modeling Context Co-Occurrence for Attributed Network Embedding

  Hsieh, I. C. & Li, C. T., 2023 1月 1, 於: IEEE Transactions on Knowledge and Data Engineering. 35, 1, p. 167-180 14 p.

  研究成果: Article › 同行評審

  開啟存取

  • Attribute 37%
  • Vertex of a graph 33%
  • Graph structures 14%
  • Model 10%
  • Circle 10%
  3 引文 斯高帕斯（Scopus）

• DDNAS: Discretized Differentiable Neural Architecture Search for Text Classification

  Chen, K. C., Li, C. T. & Lee, K. J., 2023 10月 3, 於: ACM Transactions on Intelligent Systems and Technology. 14, 5, 88.

  研究成果: Article › 同行評審

  開啟存取

  • Text Classification 100%
  • Convolution 57%
  • Relaxation 54%
  • Differentiable 49%
  • Fusion reactions 46%
  1 引文 斯高帕斯（Scopus）

• Deep learning-based vehicle trajectory prediction based on generative adversarial network for autonomous driving applications

  Hsu, C. C., Kang, L. W., Chen, S. Y., Wang, I. S., Hong, C. H. & Chang, C. Y., 2023 3月, 於: Multimedia Tools and Applications. 82, 7, p. 10763-10780 18 p.

  研究成果: Article › 同行評審

  • Deep learning 100%
  • Trajectories 77%
  • Autonomous vehicles 51%
  • Hazards 14%
  • Stabilization 13%
  10 引文 斯高帕斯（Scopus）

• Early-Life Slow Enteral Feeding Progression Pattern Is Associated with Longitudinal Head-Size Growth Faltering and Neurodevelopmental Impairment Outcomes in Extremely Preterm Infants

  Lin, Y. C., Chu, C. H., Chen, Y. J., Chen, R. B. & Huang, C. C., 2023 3月, 於: Nutrients. 15, 5, 1277.

  研究成果: Article › 同行評審

  開啟存取

  • Extremely Premature Infants 100%
  • enteral feeding 92%
  • Feeding Behavior 67%
  • Head 50%
  • head circumference 36%

• FinGAT: Financial Graph Attention Networks for Recommending Top-K Profitable Stocks

  Hsu, Y. L., Tsai, Y. C. & Li, C. T., 2023 1月 1, 於: IEEE Transactions on Knowledge and Data Engineering. 35, 1, p. 469-481 13 p.

  研究成果: Article › 同行評審

  開啟存取

  • Time series 100%
  • Graph in graph theory 53%
  • Stock Prices 41%
  • Deep learning 34%
  • Relationships 18%
  41 引文 斯高帕斯（Scopus）

• Hierarchical message-passing graph neural networks

  Zhong, Z., Li, C. T. & Pang, J., 2023 1月, 於: Data Mining and Knowledge Discovery. 37, 1, p. 381-408 28 p.

  研究成果: Article › 同行評審

  開啟存取

  • Message passing 100%
  • Neural networks 56%
  • Graph structures 12%
  • Electric network analysis 10%
  • Macros 9%
  14 引文 斯高帕斯（Scopus）

• Indicator-based Bayesian variable selection for Gaussian process models in computer experiments

  Zhang, F., Chen, R. B., Hung, Y. & Deng, X., 2023 9月, 於: Computational Statistics and Data Analysis. 185, 107757.

  研究成果: Article › 同行評審

  • Bayesian Variable Selection 100%
  • Computer Experiments 87%
  • Gaussian Model 81%
  • Gaussian Process 69%
  • Covariance Function 32%
  1 引文 斯高帕斯（Scopus）

• Jointly Defending DeepFake Manipulation and Adversarial Attack Using Decoy Mechanism

  Chen, G. L. & Hsu, C. C., 2023 8月 1, 於: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 8, p. 9922-9931 10 p.

  研究成果: Article › 同行評審

  • Manipulation 100%
  • Attack 97%
  • Human Vision 41%
  • Image Quality 38%
  • Perturbation 33%
  3 引文 斯高帕斯（Scopus）

• Multi-head self-attention mechanism enabled individualized hemoglobin prediction and treatment recommendation systems in anemia management for hemodialysis patients

  Yang, J. Y., Lee, T. C., Liao, W. T. & Hsu, C. C., 2023 2月, 於: Heliyon. 9, 2, e12613.

  研究成果: Article › 同行評審

  開啟存取

  • Hemoglobin 100%
  • Recommender systems 70%
  • Recurrent neural networks 21%
  • Decision support systems 10%
  • Deep learning 9%

• NetFense: Adversarial Defenses Against Privacy Attacks on Neural Networks for Graph Data

  Hsieh, I. C. & Li, C. T., 2023 1月 1, 於: IEEE Transactions on Knowledge and Data Engineering. 35, 1, p. 796-809 14 p.

  研究成果: Article › 同行評審

  開啟存取

  • Privacy 100%
  • Attack 79%
  • Neural Networks 73%
  • Labels 66%
  • Neural networks 47%
  7 引文 斯高帕斯（Scopus）

• Numerical Methods for Finding A-optimal Designs Analytically

  Chen, P. Y., Chen, R. B., Chen, Y. S. & Wong, W. K., 2023 10月, 於: Econometrics and Statistics. 28, p. 155-162 8 p.

  研究成果: Article › 同行評審

  開啟存取

  • A-optimal Design 100%
  • Numerical Methods 77%
  • Link Function 26%
  • Approximate Design 16%
  • Inverse Model 15%

• Predictive models for short-term mortality and length of hospital stay among adults with community-onset bacteraemia before and during the COVID-19 pandemic: application of early data dynamics

  Lee, C. C., Hung, Y. P., Hsieh, C. C., Ho, C. Y., Hsu, C. Y., Li, C. T. & Ko, W. C., 2023 12月, 於: BMC infectious diseases. 23, 1, 605.

  研究成果: Article › 同行評審

  開啟存取

  • Coronavirus 100%
  • Pandemics 84%
  • Bacteremia 81%
  • Length of Stay 60%
  • Mortality 40%
  2 引文 斯高帕斯（Scopus）

• Risk patterns associated with transient hearing impairment and permanent hearing loss in infants born very preterm: A retrospective study

  Yu, W. H., Lin, Y. C., Chu, C. H., Chen, R. B., Wu, J. L. & Huang, C. C., 2023 4月, 於: Developmental Medicine and Child Neurology. 65, 4, p. 479-488 10 p.

  研究成果: Article › 同行評審

  • Deafness 100%
  • Hearing Loss 86%
  • Retrospective Studies 60%
  • Hearing 48%
  • Principal Component Analysis 28%

• Short-term effects of Chlorhexidine mouthwash and Listerine on oral microbiome in hospitalized patients

  Liu, T., Chen, Y. C., Jeng, S. L., Chang, J. J., Wang, J. Y., Lin, C. H., Tsai, P. F., Ko, N. Y., Ko, W. C. & Wang, J. L., 2023 2月 2, 於: Frontiers in Cellular and Infection Microbiology. 13, 1056534.

  研究成果: Article › 同行評審

  開啟存取

  • Listerine 100%
  • Chlorhexidine 69%
  • Microbiota 56%
  • Selenomonas 18%
  • Bacteria 14%
  7 引文 斯高帕斯（Scopus）

• Use of spatial panel-data models to investigate factors related to incidence of end-stage renal disease: a nationwide longitudinal study in Taiwan

  Su, C. C., Lee, K. J., Yen, C. T., Wu, L. H., Huang, C. H., Lu, M. Z. & Cheng, C. L., 2023 12月, 於: BMC Public Health. 23, 1, 247.

  研究成果: Article › 同行評審

  開啟存取

  • end stage renal disease 100%
  • Chronic Kidney Failure 58%
  • incidence 55%
  • Taiwan 55%
  • Longitudinal Studies 54%
  2 引文 斯高帕斯（Scopus）
• 2022

  A comprehensive study of age-related macular degeneration detection

  Hsu, C. C., Lee, C. Y., Lin, C. J. & Yeh, H., 2022 4月, 於: Multimedia Tools and Applications. 81, 9, p. 11897-11916 20 p.

  研究成果: Article › 同行評審

  • Photography 100%
  • Deep neural networks 80%
  • Uncertainty 51%
  1 引文 斯高帕斯（Scopus）

• ADAM Challenge: Detecting Age-Related Macular Degeneration From Fundus Images

  Fang, H., Li, F., Fu, H., Sun, X., Cao, X., Lin, F., Son, J., Kim, S., Quellec, G., Matta, S., Shankaranarayana, S. M., Chen, Y. T., Wang, C. H., Shah, N. A., Lee, C. Y., Hsu, C. C., Xie, H., Lei, B., Baid, U., Innani, S., 及其他10Dang, K., Shi, W., Kamble, R., Singhal, N., Wang, C. W., Lo, S. C., Orlando, J. I., Bogunovic, H., Zhang, X. & Xu, Y., 2022 10月 1, 於: IEEE Transactions on Medical Imaging. 41, 10, p. 2828-2847 20 p.

  研究成果: Article › 同行評審

  • Macular Degeneration 100%
  • Optics 98%
  • Color photography 87%
  • Deep learning 84%
  • Masks 44%
  33 引文 斯高帕斯（Scopus）

• Association between Escherichia coli with NotI-restriction resistance and urinary tract infections

  Hashimoto, M., Mao, B. H., Chiou, C. S., Huang, W. C., Nyoman Putra Dwija, I. B., Jeng, S. L., Wu, J. J., Wang, M. C., Lin, W. H., Tseng, C. C. & Teng, C. H., 2022 8月, 於: Journal of Microbiology, Immunology and Infection. 55, 4, p. 686-694 9 p.

  研究成果: Article › 同行評審

  開啟存取

  • Uropathogenic Escherichia coli 100%
  • Escherichia coli 59%
  • Chloramphenicol Resistance 43%
  • Biliary Tract 31%
  • Extraintestinal Pathogenic Escherichia coli 23%
  1 引文 斯高帕斯（Scopus）

• Cost-effectiveness evaluation of mammography screening program in Taiwan: Adjusting different distributions of age and calendar year for real world data

  Lin, C. N., Lee, K. T., Chang, S. M. & Wang, J-D., 2022 3月, 於: Journal of the Formosan Medical Association. 121, 3, p. 633-642 10 p.

  研究成果: Article › 同行評審

  開啟存取

  • Age Distribution 100%
  • Mammography 95%
  • Life Expectancy 89%
  • Cost-Benefit Analysis 77%
  • Health Expenditures 45%
  4 引文 斯高帕斯（Scopus）

• Early-life respiratory trajectories and neurodevelopmental outcomes in infants born very and extremely preterm: A retrospective study

  Yu, W. H., Chu, C. H., Lin, Y. C., Chen, R. B., Iwata, O. & Huang, C. C., 2022 10月, 於: Developmental Medicine and Child Neurology. 64, 10, p. 1246-1253 8 p.

  研究成果: Article › 同行評審

  • Retrospective Studies 100%
  • Cluster Analysis 29%
  • Pregnancy 19%
  • Vision Disorders 18%
  • Premature Birth 17%
  7 引文 斯高帕斯（Scopus）

• FairSR: Fairness-aware Sequential Recommendation through Multi-Task Learning with Preference Graph Embeddings

  Li, C. T., Hsu, C. & Zhang, Y., 2022 2月, 於: ACM Transactions on Intelligent Systems and Technology. 13, 1, 16.

  研究成果: Article › 同行評審

  • Multi-task Learning 100%
  • Graph Embedding 80%
  • Multi-task learning 78%
  • Fairness 74%
  • Recommendations 63%
  27 引文 斯高帕斯（Scopus）

• Gestational Age-Related Associations between Early-Life Feeding Trajectories and Growth Outcomes at Term Equivalent Age in Very Preterm Infants

  Lin, Y. C., Chu, C. H., Chen, Y. J., Chen, R. B. & Huang, C. C., 2022 3月 1, 於: Nutrients. 14, 5, 1032.

  研究成果: Article › 同行評審

  開啟存取

  • gestational age 100%
  • trajectories 87%
  • Premature Infants 81%
  • Gestational Age 73%
  • Growth 42%
  2 引文 斯高帕斯（Scopus）

• Machine learning to predict the development of recurrent urinary tract infection related to single uropathogen, Escherichia coli

  Jeng, S. L., Huang, Z. J., Yang, D. C., Teng, C. H. & Wang, M. C., 2022 12月, 於: Scientific reports. 12, 1, 17216.

  研究成果: Article › 同行評審

  開啟存取

  • Machine Learning 100%
  • Escherichia coli 62%
  • Forests 45%
  • Logistic Models 16%
  • Health Care Costs 11%
  9 引文 斯高帕斯（Scopus）

• Mapping algorithms for predicting EuroQol-5D-3L utilities from the assessment test of chronic obstructive pulmonary disease

  Yu, C. H., Chang, S. M., Hsu, C. H., Tsai, S. H., Liao, X. M., Chen, C. W., Lin, C. H., Wang, J. D., Hsiue, T. R. & Chen, C. Z., 2022 12月, 於: Scientific reports. 12, 1, 20930.

  研究成果: Article › 同行評審

  開啟存取

  • Chronic Obstructive Pulmonary Disease 100%
  • Logistic Models 73%
  • Least-Squares Analysis 47%
  • Quality of Life 9%
  • Health 6%

• Nasal Microbiome Change During and After Exacerbation in Asthmatic Children

  Liu, T., Lin, C. H., Chen, Y. L., Jeng, S. L., Tsai, H. J., Ho, C. L., Kuo, W. S., Hsieh, M. H., Chen, P. C., Wu, L. S. H. & Wang, J. Y., 2022 3月 4, 於: Frontiers in Microbiology. 12, 833726.

  研究成果: Article › 同行評審

  開啟存取

  • Microbiota 100%
  • Nose 81%
  • Asthma 31%
  • Mites 25%
  • Pharynx 20%
  8 引文 斯高帕斯（Scopus）

• Particle swarm exchange algorithms with applications in generating optimal model-discrimination designs

  Chen, P. Y., Chen, R. B., Li, J. P. & Li, W., 2022, 於: Quality Engineering. 34, 3, p. 305-321 17 p.

  研究成果: Article › 同行評審

  • Swarm intelligence 100%

• Personalised meta-path generation for heterogeneous graph neural networks

  Zhong, Z., Li, C. T. & Pang, J., 2022 11月, 於: Data Mining and Knowledge Discovery. 36, 6, p. 2299-2333 35 p.

  研究成果: Article › 同行評審

  開啟存取

  • Neural networks 100%
  • Markov processes 29%
  • Reinforcement learning 27%
  • Semantics 18%
  2 引文 斯高帕斯（Scopus）

• Robust probit linear mixed models for longitudinal binary data

  Lee, K. J., Kim, C., Chen, R. B. & Lee, K., 2022 10月, 於: Biometrical Journal. 64, 7, p. 1307-1324 18 p.

  研究成果: Article › 同行評審

  • Probit 100%
  • Linear Mixed Model 93%
  • Mixed Model 93%
  • Binary Data 87%
  • Longitudinal Data 79%
  2 引文 斯高帕斯（Scopus）

• Semantic segmentation guided detector for segmentation, classification, and lesion mapping of acute ischemic stroke in MRI images

  Wei, Y. C., Huang, W. Y., Jian, C. Y., Hsu, C. C. H., Hsu, C. C., Lin, C. P., Cheng, C. T., Chen, Y. L., Wei, H. Y. & Chen, K. F., 2022 1月, 於: NeuroImage: Clinical. 35, 103044.

  研究成果: Article › 同行評審

  開啟存取

  • Semantics 100%
  • Stroke 65%
  • Deep Learning 44%
  • Atlases 23%
  • Brain 21%
  4 引文 斯高帕斯（Scopus）

• Statistical distribution of Lithium-ion batteries useful life and its application for battery pack reliability

  Jeng, S. L., Tan, C. M. & Chen, P. C., 2022 7月, 於: Journal of Energy Storage. 51, 104399.

  研究成果: Article › 同行評審

  • Battery Pack 100%
  • Lithium-ion batteries 89%
  • Electrochemistry 46%
  • Time-to-failure 40%
  • Reliability theory 22%
  8 引文 斯高帕斯（Scopus）

• TensorTest2D: Fitting Generalized Linear Models with Matrix Covariates

  Chen, P. Y., Chang, H. M., Chen, Y. T., Tzeng, J. Y. & Chang, S. M., 2022, 於: R Journal. 14, 2, p. 152-163 12 p.

  研究成果: Article › 同行評審

  開啟存取

  • Generalized Linear Model 100%
  • Covariates 76%
  • Matrix 66%
  • Tensor 61%
  • Regression Model 46%

• Toward an Adaptive Skip-Gram Model for Network Representation Learning

  Hsieh, I. C. & Li, C. T., 2022, 於: IEEE Access. 10, p. 37506-37514 9 p.

  研究成果: Article › 同行評審

  開啟存取

  • Random Walk 100%
  • Sampling 85%
  • Random processes 36%
  • Visualization 26%
  • Costs 26%
  1 引文 斯高帕斯（Scopus）

• Variational Bayesian inference for network autoregression models

  Lai, W. T., Chen, R. B., Chen, Y. & Koch, T., 2022 5月, 於: Computational Statistics and Data Analysis. 169, 107406.

  研究成果: Article › 同行評審

  • Autoregression 100%
  • Natural Gas 32%
  • Automatic identification 32%
  • Electric power transmission networks 29%
  • Dynamic Networks 29%
  7 引文 斯高帕斯（Scopus）