Selected Journal Papers--Computational Intelligence & Its Applications
- Y.-R. Shiue, G.-R. You, C.-T. Su and Q.-L. Huang (2022), “Enhancing Ensemble Diversity Based on Multiscale Dilated Convolution in Image Classification,” Information Sciences, Vol. 606, pp. 292-312.
- Y.-R. Shiue, K.-C. Lee and C.-T. Su* (2021), “(Data-Driven) Development of Dynamic Scheduling in Semiconductor Manufacturing Using a Q-learning Approach,” International Journal of Computer Integrated Manufacturing, DOI: 10.1080/0951192X.2021.1946849
- Y.-R. Shiue, G.-R. You, C.-T. Su and H. Chen (2021), “Balancing Accuracy and Diversity in Ensemble Learning Using a Two-Phase Artificial Bee Colony Approach,” Applied Soft Computing, Vol. 105, Article 107212, pp. 1-18.
- Y.-R. Shiue, K.-C. Lee and C.-T. Su (2020), “Reinforcement Learning Approach in Dynamic Scheduling Under a Product Mix Flexibility Environment,” IEEE Access, Vol. 8, No. 1, pp. 106542-106553.
- Y.-H. Hsiao, C.-T. Su and P.-C. Fu (2020), “Integrating MTS with Bagging Strategy for Class Imbalance Problem,” International Journal of Machine Learning and Cybernetics, Vol. 11, No. 6, pp. 1217-1230.
- Y.-R. Shiue, K.-C. Lee and C.-T. Su (2018), “Real-Time Scheduling for a Smart Factory Using a Reinforcement Learning Approach,” Computers & Industrial Engineering, Vol. 125, No. 11, pp. 604-614.
- Y.-C. Chen and C.-T. Su (2016), "Distance-Based Margin Support Vector Machine for Classification," Applied Mathematics and Computation, Vol. 283, pp. 141-152.
- F.-F. Wang, L.-F. Chen and C.-T. Su (2015), "Location Selection Using Fuzzy-Connective-Based Aggregation Networks: A Case Study of the Food and Beverage Chain Industry in Taiwan,” Neural Computing and Applications, Vol. 26, No. 1, pp. 161-170.
- K.-H. Chen, L.-F. Chen and·C.-T. Su (2014), “A New Particle Swarm Feature Selection Method for Classification,” Journal of Intelligent Information Systems, Vol. 2, No. 3, pp. 507-530.
- F.-F. Wang and C.-T. Su (2014), “Enhanced Fuzzy-Connective-Based Hierarchical Aggregation Network using Particle Swarm Optimization,” Engineering Optimization, Vol. 46, No. 11, pp. 1501-1519.
- Y.-C. Chen, C.-T. Su and T. Yang (2013), "Rule Extraction from Support Vector Machines by Genetic Algorithms," Neural Computing & Applications, Vol. 23, No. 3, pp. 729-739.
- H.-C. Lin and C.-T. Su (2013), “A Selective Bayes Classifier with Meta-heuristics for Incomplete Data,” Neurocomputing, Vol. 106, pp. 95-102.
- C.-T. Su and F.-F. Wang (2012), "Integrated Fuzzy-Connective-Based Aggregation Network with Real-Valued Genetic Algorithm for Quality of Life Evaluation," Neural Computing & Applications, Vol. 21, No. 8, pp. 2127-2135.
- L.-F. Chen, C.-T. Su and K.-H. Chen (2012), "An Improved Particle Swarm Optimization for Feature Selection," Intelligent Data Analysis, Vol. 16, No. 2, pp. 167-182.
- C.-T. Su and Y.-C. Chen (2012), "Rule Extraction Algorithm from Support Vector Machines and Its Application to Credit Card Screening," Soft Computing, Vol. 16, No. 4, pp. 645-658.
- C.-T. Su, F.-F. Wang and T. Yang (2012), "Evolving Optimal Fuzzy-Connective-Based Hierarchical Aggregation Networks using Genetic Algorithms," International Journal of Innovative Computing Information and Control, Vol. 8, No. 1, pp. 617-632.
- C.-T. Su and H.-C. Lin (2011), "Applying Electromagnetism-like Mechanism for Feature Selection," Information Sciences, Vol. 181, No. 5, pp. 972–986.
- L.-S. Chen and C.-T. Su (2008), "Using Granular Computing Model to Induce Scheduling Knowledge in Dynamic Manufacturing Environments," International Journal of Computer Integrated Manufacturing, Vol. 21, No. 5, pp. 569-583.
- C.-T. Su, Y.-W. Yih and L-S. Chen (2006), "Knowledge Acquisition through Information Granulation for Imbalanced Data," Expert Systems with Applications, Vol. 31, No. 3, pp. 531-541.
- C.-T. Su and J.-H. Hsu (2006), "Precision Parameter in the Variable Precision Rough Sets Model: An Application," OMEGA—The International Journal of Management Science, Vol. 34, No. 2, pp. 149-157.
- C.-T. Su and J.-H. Hsu (2005), "An Extended Chi2 Algorithm for Discretization of Real Value Attributes," IEEE Transactions on Knowledge and Data Engineering, Vol. 17, No. 3, pp. 437-441.
- T.-S. Li, C.-Y. Chen and C.-T. Su (2003), "Comparison of Neural and Statistical Algorithms for Supervised Classification of Multi-dimensional Data," International Journal of Industrial Engineering: Theory, Applications and Practice, Vol. 10, No. 1, pp. 73-81.
- C.-T. Su, J.-H. Hsu and C.-H. Tsai (2002), "Knowledge Mining From Trained Neural Networks," Journal of Computer Information Systems, Vol. 42, No. 4, pp. 61-70.
- H.-P. Fu and C.-T. Su* (2000), "A Comparison of Search Techniques for Minimizing Assembly Time in Printed Wiring Assembly," International Journal of Production Economics, Vol. 63, No. 1, pp. 83-98.