Education

• B.S., Computer Science and Information Engineering, National Chiao Tung University, Hsinchu, Taiwan
• Ph.D., Electrical Engineering, National Taiwan University, Taipei, Taiwan

Experiences

• 2012/8~present, Assistant Professor, Department of Information Management, National Sun Yat-sen University
• 2011/8~2012/7, Military service

Award & Honors

• Exploration Research Award, Pan Wen Yuan Foundation, 2014

Journal Articles

1. C.-J. Yang, W.-K. Huang, and K.-P. Lin*, Three-Dimensional Printing Quality Inspection Based on Transfer Learning with Convolutional Neural Networks, Sensors, Vol.23, No.1, 2023 (SCI)
2. T.-L. Chang, H.-W. Wang, K.-P. Lin*, and H.-Y. Chen, R&D Performance and International Diversification: Evidence from an Emerging Market, Managerial and Decision Economics, Vol.43, No.7, 2022, pp.3176-3197 (SSCI)
3. C.-J. Yang, M.-H. Chen, K.-P. Lin*, Y.-J. Cheng and F.-C. Cheng, Importing Automated Management System to Improve the Process Efficiency of Dental Laboratories, Sensors, Vol.20, No.20, 2020 (SCI)
4. K.-P. Lin*, T.-L. Chang, Y.-W. Chang and J.-W. Cai, Use of News and Patent Mining to Identify Companies with Growth Potential, Information Research, Vol.25, No.3, 2020 (SSCI)
5. Y.-W. Chang, Y.-R. Chen, C.-C. Ko, W.-Y. Lin and K.-P. Lin, A Novel Computer-Aided-Diagnosis System for Breast Ultrasound Images Based on BI-RADS Categories, Applied Sciences, Vol.10, No.5, 2020 (SCI)
6. K.-P. Lin* and W. S. Chao, The Structure-Behavior Coalescence Approach for Systems Modeling, IEEE Access, Vol.7, 2019, pp.8609-8620 (SCI)
7. K.-P. Lin*, Y.-W. Chang, C.-Y. Shen and M.-C. Lin, Leveraging Online Word-of-Mouth for Personalized App Recommendation, IEEE Transactions on Computational Social Systems, Vol.5, No.4, 2018, pp.1061-1070 (SCI)
8. K.-P. Lin*, Privacy-Preserving Kernel k-Means Clustering Outsourcing with Random Transformation, Knowledge and Information Systems, Vol.49, No.3, 2016, pp.885-908 (SCI)
9. K.-P. Lin*, Y.-W. Chang, and M.-S. Chen, Secure Support Vector Machines Outsourcing with Random Linear Transformation, Knowledge and Information Systems, Vol.44, No.1, 2015, pp.147-176 (SCI)
10. S.-H. Wu, K.-P. Lin, H.-H. Chien, C.-M. Chen, and M.-S. Chen, On Generalizable Low False-Positive Learning Using Asymmetric Support Vector Machines, IEEE Transactions on Knowledge and Data Engineering, Vol.25, No.5, 2013, pp.1083-1096 (SCI)
11. K.-P. Lin and M.-S. Chen, On the Design and Analysis of the Privacy-Preserving SVM Classifier, IEEE Transactions on Knowledge and Data Engineering, Vol.23, No.11, 2011, pp.1704-1717 (SCI)
12. K.-T. Chuang, K.-P. Lin, and M.-S. Chen, Quality-Aware Sampling and its Applications in Incremental Data Mining, IEEE Transactions on Knowledge and Data Engineering, Vol.19, No.4, 2007, pp.468-484 (SCI)

Conference Proceedings

1. K.-P. Lin, C.-Y. Shen and W. S. Chao, Enriching UML from Model Multiplicity to Model Singularity with Structure-Behavior Coalescence, Proceedings of the 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC-2018), 2018, pp.1966-1971
2. Y. Kang, K.-P. Lin and I.-L. Cheng, Topic Diffusion Discovery Based on Sparseness-Constrained Non-Negative Matrix Factorization, Proceedings of the 19th IEEE International Conference on Information Reuse and Integration for Data Science (IRI-2018), 2018, pp.94-101
3. K.-P. Lin, C.-Y. Shen, T.-L. Chang and T.-M. Chang, A Consumer Review-Driven Recommender Service for Web E-Commerce, Proceedings of the 10th IEEE International Conference on Service Oriented Computing and Applications (SOCA-2017), 2017, pp.206-210
4. T.-M. Chang, G.-H. Hu, M.-F. Hsu and K.-P. Lin, Integration of Social Media News Mining and Text Mining Techniques to Determine a Corporate’s Competitive Edge, Proceedings of the 21st Pacific Asia Conference on Information Systems (PACIS-2017), 2017
5. T.-M. Chang, M.-F. Hsu, G.-H. Hu, K.-P. Lin, Salient Corporate Performance Forecasting based on Financial and Textual Information, Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC-2016), 2016, pp.959-964
6. T.-M. Chang, C.-H. Sung, G.-H. Hu, M.-F. Hsu, and K.-P. Lin, Identifying Highly Potential Enterprises with Social Computing on Supply Chain Networks, Proceedings of the 8th IEEE International Conference on Social Computing and Networking (SocialCom-2015), 2015, pp.261-266
7. K.-P. Lin, C.-Y. Lai, P.-C. Chen, and S.-Y. Hwang, Personalized Hotel Recommendation Using Text Mining and Mobile Browsing Tracking, Proceedings of the 2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC-2015), 2015, pp.191-196
8. K.-P. Lin and Y.-C. Yang, Efficient Approximation for Large-Scale Kernel Clustering Analysis, Proceedings of the 18th Pacific Asia Conference on Information Systems (PACIS-2014), 2014
9. K.-P. Lin, Privacy-Preserving Kernel k-Means Outsourcing with Randomized Kernels, Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013, pp.860-866
10. K.-P. Lin and M.-S. Chen, Efficient Kernel Approximation for Large-Scale Support Vector Machine Classification, Proceedings of the 11th SIAM International Conference on Data Mining (SDM-2011), 2011, pp.211-222
11. K.-P. Lin and M.-S. Chen, Towards Communication-Efficient Private Location Dependent Queries, Proceedings of the 26th ACM Symposium on Applied Computing (SAC-2011), 2011, pp.433-438
12. K.-P. Lin and M.-S. Chen, Privacy-Preserving Outsourcing Support Vector Machines with Random Transformation, Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010), 2010, pp.363-372
13. K.-P. Lin and M.-S. Chen, Releasing the SVM Classifier with Privacy-Preservation, Proceedings of the 8th IEEE International Conference on Data Mining (ICDM-2008), 2008, pp.899-904
14. S.-H. Wu, K.-P. Lin, C.-M. Chen, and M.-S. Chen, Asymmetric Support Vector Machines: Low False-Positive Learning Under the User Tolerance, Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2008), 2008, pp.749-757

National Science Council Projects

1. The development of a core algebraic model for observational congruent systems thinking and systems engineering
   -Project NO.110-2410-H-110-030-MY3, 主持人, 2021-8-1-2024-7-31
2. The Development of a Process Algebra-Based Systems Modeling Approach
   -108-2410-H-110-060-MY2, 主持人, 2019-8-1-2021-7-31
3. The development and implementation of personalized app recommendation systems based on text mining
   -106-2410-H-110-019-MY2, 主持人, 2017-8-1-2019-7-31
4. The development and implementation of personal ranking systems based on mobile browsing behavior and mining user-generated content
   -105-2410-H-110-020-, 主持人, 2016-8-1-2017-7-31
5. The development and implementation of randomized kernel-based privacy-preserving clustering algorithms in mobile cloud
   -103-2410-H-110-025-MY2, 主持人, 2014-8-1-2016-7-31
6. Design and Implementation of Cloud-based Privacy-Preserving Data Mining Algorithms for Mobile Networks
   -101-2410-H-110-081-MY2, 主持人, 2012-11-1-2014-10-31

Others

1. Developing a Privacy-Preserving Prediction System for Drug-Induced Liver Injury
   -103-P 002
   -NSYSU-KMU Joint Research Project, 主持人, 2014-1-1-2014-12-31

Undergraduate Program

Graduate Program

Ph.D. Program

Part time MBA