學歷著作 Journals Papers<![CDATA[<div class="ed_model02 clearfix"> <div class="ed_title01">Selected Papers<br>  </div> <div class="ed_txt"><strong>SCI Journal Papers</strong></div> <ol> <li class="ed_txt">Zheng, H., Pan, C., Jin, X., Wozniak, M., Wang, P., Lee, S. -J., Jiang, Q. (2025, Aug). A pan-sharpening model using dual-branch attention-guided diffusion networks. Information Fusion, doi.org/10.1016/j.inffus.2025.103076.</li> <li class="ed_txt">Jiang, Q., Wang, Q., Miao, S., Jin, X., Lee, S. -J., Wozniak, M., Yao, S. (2025, Jun). SR_ColorNet: Multi-path attention aggregated and mask enhanced network for the super resolution and colorization of panchromatic image. Expert Systems with Applications, doi.org/10.1016/j.eswa.2025.127091.</li> <li class="ed_txt">Tseng, C. -H., Chien, S. -J., Wang, P. -S., Lee, S. -J., Pu, B., Zeng, X. -J. (2024, Sep). Real-Time Automatic M-Mode Echocardiography Measurement With Panel Attention. IEEE Journal of Biomedical and Health Informatics, vol. 28, no. 9. pp. 5383 – 5395.</li> <li class="ed_txt">Jin, X., Liu, L., Ren, X., Jiang, Q., Lee, S. -J., Zhang, J., Yao, S. (2024, Jan). A restoration scheme for spatial and spectral resolution of panchromatic image using convolutional neural network. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 17, pp. 3379 – 3393.</li> <li class="ed_txt">Zhao, N., Li, X., Ma, Y., Wang, H., Lee, S. -J.*, Wang, J. (2024, Jan). Improved stacked ensemble with genetic algorithm for automatic ECG diagnosis of children living in high-altitude areas. Biomedical Signal Processing and Control, 87, 105506.</li> <li class="ed_txt">Jin, X., Wang, R., Lee, S. J., Jiang, Q., Yao, S., & Zhou, W. (2023, Nov). Adversarial attacks on multi-focus image fusion models. Computers & Security, 2023, 134, 103455.</li> <li class="ed_txt">Huang, Y., Liu, D. -R., Lee, S. -J. (2023, Jul). Talent recommendation based on attentive deep neural network and implicit relationships of resumes. Information Processing & Management, 60(4), 103357.</li> <li class="ed_txt">Kang, Y., Wang, H., Pu, B., Liu, J., Lee, S. J., Yang, X., & Tao, L. (2023, Mar). TMHSCA: a novel hybrid two-stage mutation with a sine cosine algorithm for discounted {0-1} knapsack problems. Neural Computing and Applications, 35(17), 12691-12713</li> <li class="ed_txt">Liao, H., Jiang, Q., Jin, X., Liu, L., Liu, L., Lee, S. -J., Zhou, W. (2022, Nov). MUGAN: Thermal Infrared Image Colorization Using Mixed-Skipping UNet and Generative Adversarial Network. IEEE Transactions on Intelligent Vehicles, doi 10.1109/TIV.2022.3218833.</li> <li class="ed_txt">Liu, L., Jiang, Q., Jin, X., Feng, J., Wang, R., Liao, H., Lee, S. -J., Yao, S. (2022, Sep). CASR-Net: A color-aware super-resolution network for panchromatic image. Engineering Applications of Artificial Intelligence, vol. 114, pp. 105084.</li> <li class="ed_txt">Jiang, Q., Lee, S. -J., Zeng, X. -J., Jin, X, Hou, J., Zhou, W., Yao, S. (2022, May). A Multi-focus Image Fusion Scheme Based on Similarity Measure of Transformed Isosceles Triangles between Intuitionistic Fuzzy Sets. IEEE Transactions on Instrumentation and Measurement, doi: 10.1109/TIM.2022.3169571.</li> <li class="ed_txt">Huang, Y., Liu, D. -R., Lee, S. -J.*, Hsu, C. -H., Liu, Y. -G. (2022, Apr). A Boosting Resampling Method for Regression based on a Conditional Variational Autoencoder. Information Sciences, vol. 590, pp. 90-105.</li> <li class="ed_txt">Jin, X., Huang, S., Jiang, Q., Lee, S. -J., Wu, L., Yao, S. (2021, Jun). Semisupervised Remote Sensing Image Fusion Using Multiscale Conditional Generative Adversarial Network with Siamese Structure. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14: 7066- 7084.</li> <li class="ed_txt">Jiang, Q., Jin, X., Chen, G., Lee, S. -J., Cui, X., Yao, S., Wu, L. (2020, Dec). Two-Scale Decomposition-based Multifocus Image Fusion Framework Combined with Image Morphology and Fuzzy Set Theory. Information Sciences, vol. 541, pp. 442-474.</li> <li class="ed_txt">Hsu, P. -Y., Yeh, I. -W., Tseng, C. -H. , Lee, S. -J. (2020, Aug). A Boosting Regression Based Method to Evaluate the Vital Essence in Semiconductor Industry Performance. IEEE Access, vol. 8, pp. 156208-156218.</li> <li class="ed_txt">Lee, S. -J.#, Tseng, C. -H., Lin, G. T. –R., Yang, Y., Yang, P., Muhammad, K. P., Hari, M. (2020, Mar). A Dimension-Reduction based Multilayer Perception Method for Supporting the Medical Decision Making. Pattern Recognition Letters, vol. 131, p.p 15-22.</li> <li class="ed_txt">Lee, S. -J.#, Tseng, C. -H., Lin, G. T. –R., Yang, Y., Yang, P., Muhammad, K. P., Hari, M. (2020, Mar). A Dimension-Reduction based Multilayer Perception Method for Supporting the Medical Decision Making. Pattern Recognition Letters, vol. 131, p.p 15-22.</li> <li class="ed_txt">Jiang, Q., Jin, X., Lee, S. -J., Yao, S. (2019, Feb). A new similarity/distance measure between intuitionistic fuzzy sets based on the transformed isosceles triangles and its applications to pattern recognition. Expert Systems With Applications, vol. 116, pp. 439-453.</li> <li class="ed_txt">Lai, C. –H., Lee, S. -J.*, Huang, H. –L. (2019, Jan). A social recommendation method based on the integration of social relationship and product popularity. International Journal of Human-Computer Studies, vol. 121, pp. 42-57.</li> <li class="ed_txt">Jiang, Q., Jin, X., Hou, J., Lee, S. -J.*, Yao, S. (2018, Mar). Multi-Sensor Images Fusion based on Interval Type-2 Fuzzy Sets and Regional Features in Nonsubsampled Shearlet Transform Domain. IEEE Sensors journal, vol. 18, no. 6, pp. 2494-2505.</li> <li class="ed_txt">Lee, S. –J.#, Xu, Z., Li, T., Yang, Y. (2018, Feb). A Novel Bagging C 4.5 Algorithm Based on Wrapper Feature Selection for Supporting Wise Clinical Decision Making. Journal of Biomedical Informatics, vol. 78, pp. 144-155.</li> <li class="ed_txt">Jin, X., Jiang, Q., Yao, S., Zhou, D., Nie, R., Lee, S. –J., He, K. (2018, Jan). Infrared and Visual Images Fusion Method Based on Discrete Cosine Transform and Local Spatial Frequency in Discrete Stationary Wavelet Transform Domain. Infrared Physics & Technology, vol. 88, pp. 1-12.</li> <li class="ed_txt">Jiang, Q., Jin, X., Lee, S. -J., Yao. S. (2017, Sep). Protein Secondary Structure Prediction: A Survey of the State of the Art. Journal of Molecular Graphics and Modelling, vol. 76, pp. 379-402.</li> <li class="ed_txt">Wang, S. and Lee, S. -J. (2012, Oct). A Robust Boosting by Using an Adaptive Weight Scheme. Cybernetics and Systems, vol. 43, no. 7, pp. 567-584.<br>  </li> </ol> <hr class="ed_border01"> <div class="ed_title01">Conference Proceedings</div> <ol> <li class="ed_txt">Su, C. -P., Tseng, C. -H., Pu, B., Zhao, L., Yang, J., Chen, Z., Lee, S. -J. (2025, Oct). EA-KD: Entropy-based Adaptive Knowledge Distillation. International Conference on Computer Vision, Hawaii, USA. (ICCV 2025), accepted.</li> <li class="ed_txt">Tseng, C. -H., Liu, H. -C., Lee, S. -J., Zeng, X. -J. (2022, Jul). Perturbated Gradients Updating within Unit Space for Deep Learning. IJCNN at 2022 IEEE World Congress on Computational Intelligence Chairs, Padua, Italy. (IJCNN 2022)</li> <li class="ed_txt">Feng, J., Jiang, Q., Jin, X., Tseng, C. -H., Lee, S. -J., Yao, S. (2021, Jul). CSRDNN: An Integrated Scheme for Single Satellite Image Colorization and Super-Resolution Using Deep Neural Networks. International Joint Conference on Neural Networks (IJCNN 2021).</li> <li class="ed_txt">Huang, J., Jin, X., Fang, D., Lee, S. -J. (2020, Jul). New Entropy and Distance Measures of Intuitionistic Fuzzy Sets . 2020 IEEE International Conference on Fuzzy Systems, Glasgow, U.K.. (FUZZ-IEEE 2020)</li> <li class="ed_txt">Lee, A. –W, Lin, G. T. -R, Kuo, W, -H, Lee, S. -J. (2017, Jul). The Application of Quality Function Deployment to Smartwatches: The House of Quality for Improved Product Design. Portland International Center for Management of Engineering and Technology 2017 (PICMET’17), Portland, USA.</li> <li class="ed_txt">Lee, S. -J. and Zeng, X. -J. (2012, Jun). A similarity-based learning algorithm for fuzzy system identification with a two-layer optimization scheme. In: Fuzzy Systems (FUZZ-IEEE 2012), 2012 IEEE International Conference on. 10-15 June 2012. pp. 1-8.</li> </ol> </div>]]>