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

  1^stWorkshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results

  Kiefer, B., Kristan, M., Pers, J., Zust, L., Poiesi, F., De Alcantara Andrade, F. A., Bernardino, A., Dawkins, M., Raitoharju, J., Quan, Y., Atmaca, A., Hofer, T., Zhang, Q., Xu, Y., Zhang, J., Tao, D., Sommer, L., Spraul, R., Zhao, H., Zhang, H., 及其他52Zhao, Y., Augustin, J. L., Jeon, E. I., Lee, I., Zedda, L., Loddo, A., Di Ruberto, C., Verma, S., Gupta, S., Muralidhara, S., Hegde, N., Xing, D., Evangeliou, N., Tzes, A., Bartl, V., Spanhel, J., Herout, A., Bhowmik, N., Breckon, T. P., Kundargi, S., Anvekar, T., Tabib, R. A., Mudengudi, U., Vats, A., Song, Y., Liu, D., Li, Y., Li, S., Tan, C., Lan, L., Somers, V., De Vleeschouwer, C., Alahi, A., Huang, H. W., Yang, C. Y., Hwang, J. N., Kim, P. K., Kim, K., Lee, K., Jiang, S., Li, H., Ziqiang, Z., Vu, T. A., Nguyen-Truong, H., Yeung, S. K., Jia, Z., Yang, S., Hsu, C. C., Hou, X. Y., Jhang, Y. A., Yang, S. & Yang, M. T., 2023, Proceedings - 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2023. Institute of Electrical and Electronics Engineers Inc., p. 265-302 38 p. (Proceedings - 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, WACVW 2023).

  研究成果: Conference contribution

  開啟存取

  • Unmanned surface vehicles 79%
  • Computer Vision 76%
  • Benchmark 53%
  • Unmanned aerial vehicles (UAV) 50%
  • Computer vision 45%
  15 引文 斯高帕斯（Scopus）

• Adapting Object Detection to Fisheye Cameras: A Knowledge Distillation with Semi-Pseudo-Label Approach

  Hsu, C. C., Tseng, W. H., Wu, M. H., Huang, W. H. & Lee, C. M., 2023 12月 6, Proceedings of the 5th ACM International Conference on Multimedia in Asia, MMAsia 2023. Association for Computing Machinery, Inc, 111. (Proceedings of the 5th ACM International Conference on Multimedia in Asia, MMAsia 2023).

  研究成果: Conference contribution

  開啟存取

  • Distillation 100%
  • Object detection 99%
  • Labels 82%
  • Cameras 68%
  • Fusion reactions 38%

• ANTI-Disinformation: An Adversarial Attack and Defense Network Towards Improved Robustness for Disinformation Detection on Social Media

  Chen, K. C., Chen, C. Y. & Li, C. T., 2023, Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023. He, J., Palpanas, T., Hu, X., Cuzzocrea, A., Dou, D., Slezak, D., Wang, W., Gruca, A., Lin, J. C-W. & Agrawal, R. (編輯). Institute of Electrical and Electronics Engineers Inc., p. 5476-5484 9 p. (Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023).

  研究成果: Conference contribution

  • Robustness 100%
  • Social Media 67%
  • Attack 60%
  • Text Classification 27%
  • Reinforcement Learning 20%
  1 引文 斯高帕斯（Scopus）

• Bag of Tricks of Hybrid Network for Covid-19 Detection of CT Scans

  Hsu, C. C., Jian, C. Y., Lee, C. M., Tsai, C. H. & Tai, S. C., 2023, ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings. Institute of Electrical and Electronics Engineers Inc., (ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings).

  研究成果: Conference contribution

  • bags 100%
  • Tomography 80%
  • tomography 66%
  • learning 60%
  • Deep learning 24%

• 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%

• Editorial: Rising stars in data mining and management 2022

  Chen, F., Yuan, S., Hu, J., Li, C. T., Raymond, R. & Shou, L., 2023, 於: Frontiers in Big Data. 6, 1201798.

  研究成果: Editorial › 同行評審

  開啟存取

• 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）

• Fraudulent User Detection with Time-enhanced Graph Neural Networks on E-Commerce Platforms

  Lu, Y. W. & Li, C. T., 2023, 2023 International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 49-50 2 p. (2023 International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2023 - Proceedings).

  研究成果: Conference contribution

  • commerce 100%
  • Neural Networks 71%
  • Electronic commerce 68%
  • Graph 56%
  • electronic commerce 54%
  1 引文 斯高帕斯（Scopus）

• Gradient Boost Tree Network based on Extensive Feature Analysis for Popularity Prediction of Social Posts

  Hsu, C. C., Lee, C. M., Hou, X. Y. & Tsai, C. H., 2023 10月 26, MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 9451-9455 5 p. (MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia).

  研究成果: Conference contribution

  • Metadata 100%
  • Semantics 69%
  • Experiments 36%
  1 引文 斯高帕斯（Scopus）

• GraphFC: Customs Fraud Detection with Label Scarcity

  Singh, K., Tsai, Y. C., Li, C. T., Cha, M. & Lin, S. D., 2023 10月 21, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 4829-4835 7 p. (International Conference on Information and Knowledge Management, Proceedings).

  研究成果: Conference contribution

  開啟存取

  • Fraud Detection 100%
  • Scarcity 82%
  • Machine Learning 49%
  • Neural Networks 45%
  • Fraud 37%
  3 引文 斯高帕斯（Scopus）

• Graph Neural Networks for Tabular Data Learning

  Li, C. T., Tsai, Y. C. & Liao, J. C., 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering, ICDE 2023. IEEE Computer Society, p. 3589-3592 4 p. (Proceedings - International Conference on Data Engineering; 卷 2023-April).

  研究成果: Conference contribution

  • Graph structures 100%
  • Neural networks 98%
  • Taxonomies 28%
  • Deep learning 24%
  3 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）

• Identical Twins Verification with Fine-grained Recognition

  Hsu, C. C. & Tsai, P. J., 2023, 2023 International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 75-76 2 p. (2023 International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2023 - Proceedings).

  研究成果: Conference contribution

  • image classification 100%
  • performance 78%
  • Performance 68%
  • Image classification 63%

• 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）

• Prior-Guided Parallel Residual Bi-Fusion Network in USV Obstacle Detection

  Hsu, C. C., Yang, S., Hou, X. Y. & Jhang, Y. A., 2023, 2023 International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 107-108 2 p. (2023 International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2023 - Proceedings).

  研究成果: Conference contribution

  • surface vehicles 100%
  • Unmanned surface vehicles 83%
  • Fusion 65%
  • Object detection 58%
  • Masks 53%

• Pseudo Triplet Networks for Classification Tasks with Cross-Source Feature Incompleteness

  Liow, C., Li, C. T., Yang, C. P. & Lin, S. D., 2023 10月 21, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 4079-4083 5 p. (International Conference on Information and Knowledge Management, Proceedings).

  研究成果: Conference contribution

  • Incompleteness 100%
  • Missing Data 31%
  • Scenarios 23%
  • Machine Learning 16%
  • Loss Function 13%

• 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%

• Seeing is Not Believing: Toward Forgery Detection for Hyperspectral Image

  Hsu, C. C., Jhang, Y. A. & Ko, M. T., 2023, IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5858-5861 4 p. (International Geoscience and Remote Sensing Symposium (IGARSS); 卷 2023-July).

  研究成果: Conference contribution

  • Hyperspectral imaging 100%
  • AVIRIS 43%
  • benchmarking 39%
  • detection 39%
  • detection method 35%

• Semi-supervised Curriculum Ensemble Learning for Financial Precision Marketing

  Chen, H. Y., Li, C. T. & Chen, T. Y., 2023 10月 21, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 3773-3777 5 p. (International Conference on Information and Knowledge Management, Proceedings).

  研究成果: Conference contribution

  • Ensemble Learning 100%
  • Curriculum 61%
  • Marketing 57%
  • Financial Products 46%
  • Imbalance 39%

• 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）

• SocialNLP'23: 11th International Workshop on Natural Language Processing for Social Media

  Li, C. T. & Ku, L. W., 2023 4月 30, ACM Web Conference 2023 - Companion of the World Wide Web Conference, WWW 2023. Association for Computing Machinery, Inc, p. 994 1 p. (ACM Web Conference 2023 - Companion of the World Wide Web Conference, WWW 2023).

  研究成果: Conference contribution

  • Social computing 100%
  1 引文 斯高帕斯（Scopus）

• Spatial-Slice Feature Learning Using Visual Transformer and Essential Slices Selection Module for COVID-19 Detection of CT Scans in the Wild

  Hsu, C. C., Tsai, C. H., Chen, G. L., Ma, S. D. & Tai, S. C., 2023, Computer Vision – ECCV 2022 Workshops, Proceedings. Karlinsky, L., Michaeli, T. & Nishino, K. (編輯). Springer Science and Business Media Deutschland GmbH, p. 621-634 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 13807 LNCS).

  研究成果: Conference contribution

  • Transformer 100%
  • Slice 81%
  • Vision 77%
  • Tomography 72%
  • Learning 68%
  1 引文 斯高帕斯（Scopus）

• SUVR: A Search-Based Approach to Unsupervised Visual Representation Learning

  Xu, Y. Z., Chen, C. Y. & Li, C. T., 2023, 於: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.

  研究成果: Conference article › 同行評審

  開啟存取

  • Unsupervised learning 100%
  • Image classification 93%
  • Experiments 62%
  2 引文 斯高帕斯（Scopus）

• Swift Concurrent Semantic Segmentation and Object Detection on Edge Devices

  Hsu, C. C., Jiang, Y. Z. & Huang, W. H., 2023, Proceedings - 2023 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2023. Institute of Electrical and Electronics Engineers Inc., p. 40-45 6 p. (Proceedings - 2023 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2023).

  研究成果: Conference contribution

  • Segmentation 68%
  • Object detection 58%
  • Semantics 48%
  • Learning 25%
  • Multi-task learning 25%

• 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）