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智慧型信號處理實驗室Intelligent Signal Processing Laboratory智慧型信號處理與生理訊號分析 / 生理訊號處理技術的創新與應用

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期刊論文和研討會論文

    期刊論文

    • -H. Kao and C.-L. Lin, "Enhancing Diabetic Retinopathy Detection Using Pixel Color Amplification and EfficientNetV2: A Novel Approach for Early Disease Identification," Electronics, vol. 13, no. 11, p. 2070, 2024. (SCI, IF:2.9, Rank:131/275(Q2))
    • -V. Nguyen and C.-L. Lin, "Enhancing Cataract Detection through Hybrid CNN Approach and Image Quadration: A Solution for Precise Diagnosis and Improved Patient Care," Electronics, vol. 13, no. 12, p. 2344, 2024. (SCI, IF:2.9, Rank:131/275(Q2))
    • -Y. Lin and C.-L. Lin, "Brain tumor segmentation using U-Net in conjunction with EfficientNet," PeerJ Computer Science, vol. 10, p. e1754, 2024. (SCI, IF:3.5, Rank:75/197(Q2))
    • Bera, S.-C. Huang*, M. Najibullah, C.-L. Lin, “An Adaptive Model-Based Approach to the Diagnosis and Prognosis of Rotor-Bearing Unbalance”, Machines, vol. 11, no. 10, p. 976, 2023(SCI, IF:2.6,Rank:62/136(Q2))
    • -X. Chen, C.-K. Tseng, J.-T. Kuo, C.-J. Wang, S.-H. Chao, L.-J. Kau, Y.-S. Hwang and C.-L. Lin* "Fatigue Estimation Using Peak Features from PPG Signals," Mathematics, vol. 11, no. 16, p. 3580, 2023.( SCI, IF:2.4, Rank:23/330(Q1))
    • -L. Lin*, C.-k. Tseng, J.-R. Wang, S.-H. Chao, Y.-S. Hwang, and L.-J. Kau, "Development of smart cardiovascular measurement system using feature selection and machine learning models for prediction of sleep deprivation, cold hands and feet, and Shanghuo syndrome," Measurement, p. 113441, 2023. (SCI, IF:5.6,Rank:16/90(Q1))
    • -Y. Chen, H.-Y. Chen, B.-H. Chen, S.-Z. Lou, L.-Y. Chen, and C.-L. Lin*, "Effect of age on postural performance and control strategies during changes in visual input and dual-tasking stances," Heliyon, vol. 9, no. 8, 2023. (SCI, IF:4.0, Rank:23/73(Q2))
    • -L. Lin* and K.-C. Wu, "Development of Revised ResNet-50 for Diabetic Retinopathy Detection," BMC Bioinformatics, 24, Article number:157, 2023 (SCI, IF:3.0, Rank:19/55(Q2))
    • -L. Lin* and Z. X. Jiang, "Development of preprocessing methods and revised EfficientNet for diabetic retinopathy detection," International Journal of Imaging Systems and Technology, p.1–17, 2023 (SCI, IF:3.3, Rank:114/275 (Q2))
    • -L. Lin* and L.-T. Chen, "Improvement of brain–computer interface in motor imagery training through the designing of a dynamic experiment and FBCSP," Heliyon, vol. 9, no. 3, 2023. (SCI, IF:4.0, Rank:23/73(Q2))
    • -L. Lin, J.-W. Liang, Y.-M. Huang, and S.-C. Huang, "A novel model-based unbalance monitoring and prognostics for rotor-bearing systems," Advances in Mechanical Engineering, vol. 15, no. 1, p. 16878132221148019, 2023. (SCI, IF:2.1, Rank:82/136(Q3))
    • Bera, C.-L. Lin*, S.-C. Huang, J.-W. Liang, and P. T. Lin, "Establishing a Real-Time Multi-Step Ahead Forecasting Model of Unbalance Fault in a Rotor-Bearing System," Electronics, vol. 12, no. 2, p. 312, 2023. (SCI, IF:2.9, Rank:131/275(Q2))
    • -W. Liang, S.-C. Huang, and C.-L. Lin*, "Prediction of Remaining Useful Life of Packing Sets in a Plunger-Type High-Pressure Compressor Based on the PCA/SVD Analysis and NN Model," Shock and Vibration, vol. 2023, 2023. (SCI, IF:1.6, Rank:22/31(Q3))
    • -L. Lin* and Y.-H. Huang, "The application of adaptive tolerance and serialized facial feature extraction to automatic attendance systems," Electronics, vol. 11, no. 14, p. 2278, 2022. (SCI, IF:2.9, Rank:131/275(Q2))
    • -L. Lin, Y.-W. Hsieh, and H.-Y. Chen, "Age-related differences in alpha and beta band activity in sensory association brain areas during challenging sensory tasks," Behavioural brain research, vol. 408, p. 113279, 2021. (SCI, IF:2.7, Rank:20/52(Q2))
    • Hsieh and C.-L. Lin*, "A beat-to-beat atrial fibrillation detecting system," Journal of Cardiovascular Diseases & Diagnosis, vol. 5, no. 6, p. 001, 2017.
    • -T. Hsieh and C.-L. Lin*, "Intelligent healthcare system using an arduino microcontroller and an android-based smartphone," BioMed Res, vol. 28, pp. 9940-9946, 2017

    研討會論文

    • Muhammad Usman and -L. Lin*, “Using electroencephalography signals to explore the influence of Zentangle onmeditation and mindfulness.” in 9th IEEE International Conference on Applied System Innovation 2023 (IEEE ICASI 2023), Chiba, Japan, 2023年4月21日至25日
    • -H. Kao and C.-L. Lin*, “Detection of Diabetic Retinopathy via Pixel Color Amplification Using EfficientNetV2.” in 9th IEEE International Conference on Applied System Innovation 2023 (IEEE ICASI 2023), Chiba, Japan, 2023年4月21日至25日
    • V. Nguyen and C.-L. Lin*, “Cataract Detection using Hybrid CNN Model on Retinal Fundus Images.” in 9th IEEE International Conference on Applied System Innovation 2023 (IEEE ICASI 2023), Chiba, Japan, 2023年4月21日至25日
    • Najibullah, C.-L. Lin, and S.-C. Huang, "Effect of Different Training Algorithms in Artificial Neural Networks on the Rotor Unbalance Diagnosis," in 2022 IET International Conference on Engineering Technologies and Applications (IET-ICETA), pp. 1-2,2022, 台灣彰化，國立彰化師範大學舉行，2022年10月14日至16日 (英文發表)
    • -T. Hsieh and C.-L. Lin*, "Fall detection algorithm based on MPU6050 and long-term short-term memory network," in 2020 International Automatic Control Conference (CACS), IEEE, pp. 1-5, 2020, 台灣新竹，陽明交通大學舉行，2020年11月4日至7日(英文發表)
    • -T. Hsieh, C.-L. Lin, and Z.-W. Wang, "Artificial Bee Colony with Mutual Search Strategy and Search Mode Control," in 2020 International Conference on Fuzzy Theory and Its Applications (iFUZZY),IEEE, pp. 1-4,2020. 台灣新竹，陽明交通大學舉行，2020年11月4日至7日(英文發表)
    • -T. Hsieh and C.-L. Lin*, "A Brain Computer Interface for Attention Study," in 2019 2nd International Conference of Intelligent Robotic and Control Engineering (IRCE), IEEE, pp. 143-147,2019. 新加坡舉行，2019年8月25日至28日(英文發表)
    • -L. Lin and S.-T. Hsieh, "Elitist Reinforcement Strategy for Differential Evolution," in 2019 2nd International Conference of Intelligent Robotic and Control Engineering (IRCE), IEEE, pp. 101-105, 2019,新加坡舉行，2019年8月25日至28日(英文發表)
    • -T. Hsieh, C.-L. Lin, and H.-W. Cheng, "Adaptive Artificial Bee Colony for Numerical Optimization," in 2018 Sixth International Symposium on Computing and Networking Workshops (CANDARW), IEEE, pp. 174-177, 2018, Takayama, Japan舉行，2018年11月27日至30日(英文發表)
    • -T. Hsieh and C.-L. Lin*, "Detection and parameter estimation of R peaks in ECG signal using optimization algorithm," in 2018 Sixth International Symposium on Computing and Networking Workshops (CANDARW), IEEE, pp. 170-173, 2018, Takayama, Japan舉行，2018年11月27日至30日(英文發表)
    • -X. Chen, S.-T. Hsieh, and C.-L. Lin*, "The electrocardiogram interpretation system in homecare," in 2018 IEEE International Conference on Applied System Invention (ICASI), IEEE, pp. 1167-1170 ,2018, Chiba, Japan舉行，2018年4月13日至17日(英文發表)
    • -T. Hsieh and C.-L. Lin*, "Innovative R peak detecting algorithm using enhanced artificial bee colony," in 2018 IEEE International Conference on Applied System Invention (ICASI), IEEE, pp. 570-573 ,2018, Chiba, Japan舉行，2018年4月13日至17日(英文發表)

     

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