Journal Papers
[J13] H. T. Chang and C. Y. Lin, “Improving Student Learning Performance in Machine Learning Curricula: A Comparative Study of Online Problem-Solving Competitions in Chinese and English-Medium Instruction Settings,” Journal of Computer Assisted Learning, 2024. (Corresponding Author) (SCIE, IF 5)
[J12] H. T. Chang and C. Y. Lin, “Applying Competition-Based Learning to Stimulate Students’ Practical and Competitive AI Ability in a Machine Learning Curriculum,” IEEE Transactions on Education, vol. 67, no. 2, pp. 256-265, 2024. (Corresponding Author) (SCIE, IF 2.1)
[J11] F. X. R. Chen, C. Y. Lin, H. Y. Siao, C. Y. Jian, Y. C. Yang and, C. L. Lin, “Deep Learning based Atomic Defect Detection Framework for Two-Dimensional Materials,” Scientific Data, vol. 10, no. 1, pp.91, 2023. (Corresponding Author) (SCIE, IF 9.8)
[J10] H. T. Chang, C. Y. Lin, W. B. Jheng, S. H. Chen, H. H. Wu, F. C. Tseng, L. C. Wang, “AI, Please Help Me Choose a Course: Building a Personalized Hybrid Course Recommendation System to Assist Students in Choosing Courses Adaptively,” Educational Technology & Society, vol. 26, no. 1, pp.15, 2023. (Corresponding Author) (SSCI, IF 2.633)
[J9] C. Y. Lin, L. C. Wang, and S.P. Chang, “Incremental Checkpointing for Fault-Tolerant Stream Processing Systems: A Data Structure Approach,” IEEE Transactions on Emerging Topics in Computing, vol. 10, no. 1, pp.124-136, 2022. (SCIE, IF 7.691)
[J8] H.T. Chang, C. Y. Lin, L. C. Wang, and F. C. Tseng, “How Students can Effectively select the Right Course: Building a Recommendation System to Assist Students in Choosing Adaptive Courses,” Educational Technology & Society, vol. 25, no. 1, 2022. (Corresponding Author)
[J7] C. Y. Lin, Y.F. Chiu, L. C. Wang, and D. Niyato, “Modeling of Multilayer Multicontent Latent Tree and Its Applications,” IEEE Transactions on Computational Social Systems, vol. 8, no. 1 pp.5-19, 2021. (SCIE, IF 5.36)
[J6] H.Y. Kung, R.W. Yu, C.H. Chen*, C.W. Tsai, and C. Y. Lin, “Intelligent Pig Raising Knowledge Question-Answering System Based on Neural Network Schemes,” Agronomy Journal, Feb, 2021. https://doi.org/10.1002/agj2.20622 (SCI, ISSN 1435-0645)
[J5] C. Y. Lin, C. P. Weng, L. C. Wang, H. H. Shuai and W. P. Tseng, “Edge-Based RNN Anomaly Detection Platform in Machine Tools,” Smart Science, Vol. 7, No. 2, pp. 139-146, 2019.
[J4] C. Y. Lin, L. C. Wang and K. H. Tsai, “Hybrid Real-Time Matrix Factorization for Implicit Feedback Recommendation Systems,” IEEE Access, vol. 6, no. 1, pp. 21369-21390, 2018. (SCIE, IF 4.098)
[J3] C. Y. Lin and L. C. Wang, “Signal and Information Processing in Mobile Cloud Computing: Trends and Challenges,” Journal of Communication, vol. 10, no. 9, pp. 659-665, September, 2015.
[J2] C. Y. Lin, K. H. Tsai, Y. M. Pai, Charles H.-P. Wen, and L.C. Wang, “Parallelizing Modified Cuckoo Search on a MapReduce Architecture,” Journal of Electronic Science and Technology, Vol. 11, No. 2, June, 2013.
[J1] I. C. Shen, Y. J. Chen, C. Y. Lin and L. C. Wang, “An Experience of Teaching Mobile Cloud Computing,” IEEE Technology and Engineering Education (ITEE), Vol. 7, No 2, June, 2012.
Conference Papers
[C42] C. Y. Lin and Y. Z. Chen, “Inpainting-based Anomaly Detection System with Self-supervised Learning.” in IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communication Technology (IAICT), 2024.
[C41] C. Y. Lin, M. Lu, and Y. C. Yen, “Privacy-preserving Federated Learning for Industrial Defect Detection Systems via Differential Privacy and Image Obfuscation.” in IEEE International Conference on Artificial Intelligence (CAI), 2024.
[C40] P. H. Hung, B. S. Wang, Y. W. Chang, Ted. T. Kuo, L. J. Wang, and C. Y. Lin, “An Implementation of Blockchain-based Federated Learning Framework.” in IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), 2024.
[C39] Y. S. Chen, H. Y. Lien, J. Y. Li, and C. Y. Lin, “Supervised Intrusion Detection with Out-of-Distribution Detection for Microservices.” in IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), 2024.
[C38] B. Y. Tong, T. T. Kuo, and C. Y. Lin, “Visualization-oriented Natural Language Interfaces for Grafana Dashboard. ” in IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), 2024.
[C37] H. Teng, and C. Y. Lin, “Dynamic and Static Features Extraction for Deepfake Detection. ” in IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), 2024.
[C36] Z. W. Chen, and C. Y. Lin, “Few Shot Fine-Grained Visual Classification for Defect Detection. ” in IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), 2024.
[C35] P. Y. Li, T. T. Chang, Y. C. Kuo, C. Y. Lin, and H. Y. Chang, “Unveiling the Black Box: An XAI-based Anti-Money Laundering Model. ” in IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), 2024.
[C34] Abel C. H. Chen, and C. Y. Lin, “Key Expansion Based on Elliptic Curve Cryptography for Anonymous Voting.” in IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), 2024.
[C33] C. Y. Lin, C. H. Han, W. C. Yin, and Ted. T. Kuo, “A Cluster-based Privacy-Enhanced Hierarchical Federated Learning Framework with Secure Aggregation.” in IEEE International Conference on Computing, Networking and Communications (ICNC), 2024.
[C32] C. Y. Lin, H. Y. Chen, T. M. Chang, and T. J. Wei, “An Ensemble of Supervised Learning and Image Inpainting for Mura Detection.” in IEEE International Conference on Multimedia and Expo (ICME), 2023.
[C31] C. Y. Lin, Y. H. Chou, and Y. C. Cheng, “A Deep Learning-based General Defect Detection Framework for Automated Optical Inspection.” in IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communication Technology (IAICT), 2023.
[C30] C. Y. Lin, C. L. Li, Y. C. Kuo, Y. C. Cheng, C. Y. Jian, H. T. Huang, and Mitchel M. Hsu, “A Deep Learning-based Microsection Measurement Framework for Print Circuit Boards.” in IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communication Technology (IAICT), 2023.
[C29] C. Y. Lin, P. F. Lin, W. K. Chung, and Y. H. Lee, “ResUnet-GAN with Dynamic Memory for Mura Defect Detection.” in IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communication Technology (IAICT), 2023.
[C28] T. Y. Su, T. T. Kuo, and C. Y. Lin, “Gated Tri-Tower Transformer (GT3) - An Inflated Power Generation Attack Detector for Microgrids.” in IEEE International Conference on Blockchain and Cryptocurrency (ICBC), 2023.
[C27] C. H. Lin, C. Y. Lin, L. J. Wang, and Ted. T. Kuo, “Continual Learning with Out-of-Distribution Data Detection for Defect Classification.” in IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), 2023.
[C26] Abel C. H. Chen, C. Y. Lin, and Y. T. Lai, “Homomorphic Encryption-Based Similarity Calculation for Mobile Data Usage Prediction.” in IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), 2023.
[C25] C. H. Han, W. C. Yin, C. Y. Lin, and Ted. T. Kuo, “CHFDS: Clustered-based Hierarchical Federated Learning Framework with Differential Privacy and Secure Aggregation.” in IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), 2023.
[C24] T. M. Chang, H. Y. Chang, and C. Y. Lin, “Image Inpainting with Self-Supervised Learning for Mura Detection System.” in IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), 2023.
[C23] M. C. Luo and C. Y. Lin, “License Plate Restoration System.” in IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), 2023.
[C22] Y. C. Kuo, C. L. Li, W. C. Yin, and C. Y. Lin, “Red Light, Green Light Game System based on IoT Devices.” in IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), 2023.
[C21] Y. C. Cheng, Y. H. Chou, and C. Y. Lin, “Booming Blooming: When Can You Enjoy Flowering Season?” in IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), 2023.
[C24] J. J. Gung, C. Y. Lin, P. F. Lin, and W. K. Chung, “An Incremental Meta Defect Detection System for Printed Circuit Boards.” in IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), 2022.
[C23] M. M. Hsu, M. H. Wu, Y. C. Cheng, and C. Y. Lin, “An Efficient Industrial Product Serial Number Recognition Framework.” in IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), 2022.
[C22] S. Q. Ye, C. S. Xue, C. Y. Jian, Y. Z. Chen, J. J. Gung, and C. Y. Lin, “A Deep learning-based Generic Automatic Solder Defect Inspection Systems.” in IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), 2022.
[C21] H. Y. Chen, Y. C. Yeh, Makena Lu, and C. Y. Lin, “Image Confusion Applied to Industrial Defect Detection System.” in IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), 2022.
[C20] H. T. Huang, T. Y. Chiu, and C. Y. Lin, “A Light-weight Defect Detection System for Edge Computing.” In IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), 2022. [C15] C. Y. Lin, F. M. Kang, P. M. Hsu, J. J. Chen and Y. C. Tseng, “An Accurate Vehicle-to-Vehicle Instant Alert System Using Directional Antennas,” in IEEE Vehicular Technology Conference (VTC), 2021.
[C19] Y. C. Cheng, H. T. Chang, C. Y. Lin, and H. Y. Chang, “Predicting Credit Risk in Peer-to-Peer Lending: A Machine Learning Approach with Few Features,” in International Conference on Technologies and Applications of Artificial Intelligence (TAAI), 2021.
[C18] C. Y. Lin, T. T. Chen, L. C. Wang, and H. H. Shuai, “Health-based Fault Generative Adversarial Network for Fault Diagnosis in Machine Tools,” Workshop of AAAI Conference on Artificial Intelligence (AAAI), 2020. (The Top Conference of AI)
[C17] C. H. Chen, Y. H. Zhang, W. H. Guo, M. Y. Pan, L. J. Lyu, C.Y. Lin, “Contour Accentuation for Transfer Learning-Based Ship Recognition Method,” International World Wide Web Conference (WWW), 2020. (The Top Conference of Data Engineering)
[C16] L. C. Wang, C. Y. Lin, H. T. Chang, “Theme-based Personalized Course Recommendation Systems by IR Data,” Association for Institutional Research (AIR) Forum, 2020.
[C15] C. Y. Lin, L.H. Ho and H.S. Huang, “Decentralized Identity Recognition for Blockchain: A Lightweight Entropy-of-Entropy Approach,” Taiwan Academic Network Conference, 2018. (Best Paper Award)
[C14] K.H. Tsai, C. Y. Lin and L. C. Wang, “Reconstruct Dynamic Systems from Large-Scale Open Data,” IEEE Global Communication Conference (Globecom), 2015.
[C13] C. Y. Lin and L. C. Wang, “Signal and Information Processing in Mobile Cloud Computing: Trends and Challenges,” International Conference on Computing, Networking and Communications (ICNC), 2015.
[C12] Y. J. Chen, C. Y. Lin, B. Lin, and L. C. Wang, “A Personal Emergency Communication Service for Smartphones using WiFi SSID,” IEEE Asia Pacific Wireless Communication Symposium (APWCS), 2014.
[C11] C. Y. Lin, Z.F. Jiang, L. C. Wang and B.S. Paul Lin, “An Effective Algorithm for Interest Aware Opportunistic Advertising by Mining Social and Consuming Information,” IEEE Vehicular Technology Conference (VTC), 2014.
[C10] C. Y. Lin, Z.F. Jiang and L. C. Wang, “An Effective Algorithm for Interest Aware Opportunistic Advertising by Mining Social and Consuming Information,” National Symposium on Telecommunications, 2013. (Best Paper Award)
[C09] Y. J. Chen, C. Y. Lin, and L. C. Wang, “A Personal Emergency Communication Service for Smartphones using FM Transmitters,” IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2013.
[C08] Y. J. Chen, C. Y. Lin, and L. C. Wang, “A Privacy-Preserved Joint Group Time Scheduling Mechanism for Mobile Social Applications,” IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 2013.
[C07] Y. J. Chen, C. Y. Lin, and L. C. Wang, “Sensors-Assisted Rescue Service Architecture in Mobile Cloud Computing,” IEEE Wireless Communications Networking Conference (WCNC), 2013.
[C06] C. Y. Lin, Y. J. Chen, L. C. Wang and Y. C. Tseng, “A Proximity Sensor Based No-Touch Mechanism for Mobile Applications on Smart Phones,” IEEE Vehicular Technology Conference (VTC), 2012.
[C05] C. Y. Lin, Y. A. Chen, Y. C. Tseng and L. C. Wang, “A Flexible Analysis and Prediction Framework on Resource Usage in Public Clouds,” IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2012.
[C04] Charles H.-P. Wen, C. Y. Lin, K. H. Tsai, Y. M. Pai, H. H. Lee and J. R. Chen, “Parallelizing Modified Cuckoo Search on a MapReduce Architecture,” Cloud Computing Workshop, 2012.
[C03] C. Y. Lin, Y. J. Chen, L. C. Wang and Y. C. Tseng, “An Efficient Meet-Up Mechanism by Mashing-up Social and Mobile Clouds,” Microsoft Research Cloud Futures Workshop 2012 (Cloud Futures), 2012.
[C02] C. Y. Lin, Y. J. Chen, L. C. Wang and Y. C. Tseng, “Proximity-Based Speech Recognition in Mobile Cloud Computing,” 2nd International Workshop on Mobile Sensing (IPSN Workshop), 2012.
[C01] C. Y. Lin, Y. J. Chen, Y. M. Chang and L. C. Wang, “Proximity-Based Speech Recognition Service in Mobile Cloud Computing: Design and Implementation,” National Symposium on Telecommunications, 2011.
Patent
[1] C. Y. Lin, Y. J. Chen, and L. C. Wang, “Service activation method and service activation system” R.O.C. Invention Patent: I468983, 2014.
Book
[1] S. L. Hsiao, C. Y. Lin, and H. Weng, “Blockchain Insight” Institute of Information Industry, 2017.
Column
[21] 林家瑜、王蒞君，「海量資料專題報導(四)：海量資料也可以拆開算-Hadoop」，科技部科技大觀園，2014/09/26。 https://scitechvista.nat.gov.tw/c/skuG.htm
[20] 林家瑜、王蒞君，「海量資料專題報導(三)：海量資料與物聯網」，科技部科技大觀園，2014/09/26。 https://scitechvista.nat.gov.tw/c/skuk.htm
[19] 林家瑜、王蒞君，「海量資料專題報導(二)：大數據產生大價值」，科技部科技大觀園，2014/09/26。 https://scitechvista.nat.gov.tw/c/skuK.htm
[18] 林家瑜、王蒞君，「海量資料專題報導(一)：什麼是海量資料」，科技部科技大觀園，2014/09/26。 https://scitechvista.nat.gov.tw/c/skuf.htm
[17] 林家瑜、王蒞君，「真的還假的?-擴增實境」，科技部科技大觀園，2014/05/22。 https://scitechvista.nat.gov.tw/c/sZB6.htm
[16] 林家瑜、王蒞君，「雲端與醫療照護、觀光旅遊」，科技部科技大觀園，2013/12/02。 https://scitechvista.nat.gov.tw/c/sZuA.htm
[15] 林家瑜、王蒞君，「雲端與6大新興產業」，科技部科技大觀園，2013/11/07。 https://scitechvista.nat.gov.tw/c/sZ5W.htm
[14] 林家瑜、王蒞君，「雲端儲存(二): 你不可不知的雲端軟體服務」，科技部科技大觀園，2013/08/26。 https://scitechvista.nat.gov.tw/c/sk6k.htm
[13] 林家瑜、王蒞君，「你不可不知的雲端軟體服務」，科技部科技大觀園，2013/06/27。 https://scitechvista.nat.gov.tw/c/sZEu.htm
[12] 林家瑜、王蒞君，「把引擎搬上雲端-Google App Engine」，科技部科技大觀園，2013/06/06。 https://scitechvista.nat.gov.tw/c/sZJh.htm
[11] 林家瑜、王蒞君，「雲端平台的秘密武器-負載平衡與自動擴充機制」，科技部科技大觀園，2013/04/24。 https://scitechvista.nat.gov.tw/c/sZrd.htm
[10] 林家瑜、王蒞君，「千人雲端教室」，科技部科技大觀園，2013/04/02。 https://scitechvista.nat.gov.tw/c/sZ4u.htm
[9] 林家瑜、王蒞君，「跟雲說Hi-中華電信hicloud」，科技部科技大觀園，2013/03/26。 https://scitechvista.nat.gov.tw/c/sZrd.htm
[8] 林家瑜、王蒞君，「雲端科技(四)：看雲端科技如何提供個人化遠距醫療服務」，科技部科技大觀園，2013/03/19。 https://scitechvista.nat.gov.tw/c/sZrd.htm
[7] 林家瑜、王蒞君，「雲端科技(三)：保健雲」，科技部科技大觀園，2013/03/19。 https://scitechvista.nat.gov.tw/c/sZri.htm
[6] 林家瑜、王蒞君，「雲端科技(二)：電子病歷與醫療雲」，科技部科技大觀園，2013/03/19。 https://scitechvista.nat.gov.tw/c/sZrB.htm
[5] 林家瑜、王蒞君，「雲端科技(一)：雲端科技在醫療照護上之應用」，科技部科技大觀園，2013/03/21。 https://scitechvista.nat.gov.tw/c/sZrd.htm
[4] 林家瑜、王蒞君，「最夯的IaaS服務-Amazon Web Service」，科技部科技大觀園，2013/02/21。 https://scitechvista.nat.gov.tw/c/sZjL.htm
[3] 林家瑜、王蒞君，「熱炒慢熟的雲端虛擬化」，科技部科技大觀園，2012/12/22。 https://scitechvista.nat.gov.tw/c/sB7t.htm
[2] 林家瑜、王蒞君，「雲端服務(Cloud Services)介紹」，科技部科技大觀園，2012/12/11。 https://scitechvista.nat.gov.tw/c/sBwv.htm
[1] 林家瑜、王蒞君，「撥雲」，科技部科技大觀園，2012/11/28。 https://scitechvista.nat.gov.tw/c/sBrT.htm