1. Kuo*, R.J. and Xu, Z.X. (2024, Aug.). Predictive maintenance for wire drawing machine using MiniRocket and GA-based ensemble method. The International Journal of Advanced Manufacturing Technology, 134(3), 1661-1676.
2. Kuo, R.J., Wu, C.Y., and Kuo*, T. (2024, Apr.). An ensemble method with a hybrid of genetic algorithm and K-prototypes algorithm for mixed data classification. Computers & Industrial Engineering, 190, 110066.
3. Kuo*, R.J. and Chiu, T.Z. (2024, Mar.). Hybrid of jellyfish and particle swarm optimization algorithms-based support vector machine for stock market trend prediction. Applied Soft Computing, 154, 111394.
4. Kuo, R. J., Hsu, C. C., Nguyen*, T. P. Q., & Tsai, C. Y. (2024, Jan.). Hybrid multi-objective metaheuristic and possibilistic intuitionistic fuzzy c-means algorithms for cluster analysis. Soft Computing, 28(2), 991-1008.
5. Kuo, R.J., Alfareza, M.N., and Nguyen*, T.P.Q. (2023, Nov.). Genetic based density peak possibilistic fuzzy c-means algorithm for customer segmentation. Engineering Science and Technology, an International Journal, 47, 101525.
6. Kuo*, R.J. and Nursyahid, F.F. (2023, Oct.). Foreign objects detection using deep learning techniques for graphic card assembly line. Journal of Intelligent Manufacturing, 34, 2989–3000.
7. Kuo*, R.J., Luthfiansyah, M.F., Masruroh, N.A., and Zulvia, F.E. (2023, Sep.). Application of improved multi-objective particle swarm optimization algorithm to solve disruption for the two-stage vehicle routing problem with time windows. Expert Systems with Applications, 225, 120009.
8. Kuo*, R.J., Ho, P.C., and Zulvia, F.E. (2023, Aug.). Application of metaheuristics algorithm on a multi-objective container loading problem considering container’s utilization and vehicle’s balance. Applied Soft Computing, 143, 110417.
9. Kuo, R.J., Song, P.F., Nguyen*, T.P.Q., and Yang, T.J. (2023, Jul.). An application of multi-objective simulation optimization to medical resource allocation for the emergency department in Taiwan. Annals of Operations Research, 326, 199–221.
10. Kuo*, R.J., Edbert, E., and Zulvia, F.E., and Lu, S.H. (2023, Jul.). Applying NSGA-II to vehicle routing problem with drone considering makespan and carbon emission. Expert Systems with Applications, 221, 119777.
11. Trinha*, T.T.Q., Chung, Y.-C., and Kuo*, R.J. (2023, Apr.). A domain adaptation approach for resume classification using graph attention networks and natural language processing. Knowledge-Based Systems, 266, 110364.
12. Kuo*, R.J. and Li, S.S. (2023, March). Applying particle swarm optimization algorithm-based collaborative filtering recommender system considering rating and review. Applied Soft Computing, 135, 110038135.
13. Lu, C.H., Kuo*, R.J., and Ho, Y.T., Nguyen, A.T. (2022, Dec.). Improving the efficiency of last-mile delivery with the flexible drones traveling salesman problem. Expert Systems with Applications, 209, 118351.
14. Kuo, R.J., Setiawan, M.R., and Nguyen*, T.P.Q. (2022, Nov.). Sequential clustering and classification using deep learning technique and multi-objective sine-cosine algorithm. Computers & Industrial Engineering, 173, 108695.
15. Nguyen*, T.P.Q., Kuo, R.J., Le, M.D., Nguyen, T.C., and Le, T.H.A. (2022, Oct.). Local search genetic algorithm based possibilistic weighted fuzzy c-means for clustering mixed numerical and categorical data. Neural Computing and Applications, 34(20), 18059–18074.
16. Kuo*, R.J. and Cheng, H.R. (2022, Sep.). A content-based recommender system with consideration of repeat purchase behavior. Applied Soft Computing, 127, 109361.
17. Kuo*, R.J. and Kunarsito, D.K. (2022, Sep.). Residual stacked gated recurrent unit with encoder-decoder architecture and an attention mechanism for temporal traffic prediction. Soft Computing, 26:17, 8617-8633.
18. Kuo*, R.J. and Wu, Z. (2022, July). Applying evolutionary-based user characteristic clustering and matrix factorization to collaborative filtering for recommender systems. Journal of Internet Technology, 23(4), 693-708.
19. Kuo, R.J., Lu, S.H., Lai, P.Y. and Windra*, S.Y. (2022, Apr.). Vehicle routing problem with drones considering time windows. Expert Systems with Applications, 191, 116264.
20. Kuo, R. J. and Zulvia*, F. E. (2021, Nov.) Application of gradient evolution algorithm to intuitionistic fuzzy neural network for forecasting medical cost of acute hepatitis treatment in Taiwan. Applied Soft Computing, 111, 107711.
21. Mara*, S.T.W, Kuo, R.J., and Asih, A.M.S. (2021, Nov.). Location-routing problem: a classification of recent research, International Transactions in Operational Research. 28(6), 2941-2983.
22. Kuo, R.J., Chang, C.K., Nguyen*, T.P.Q., and Liao, W. T. (2021, July). Application of genetic algorithm based intuitionistic fuzzy weighted c-ordered-means algorithm to cluster analysis. Knowledge and Information Systems, 63, 1935–1959.
23. Kuo, R.J., Lin, J.Y. and Nguyen*, T.P.Q. (2021, Mar.). An application of sine cosine algorithm-based fuzzy possibilistic c-ordered means algorithm to cluster analysis. Soft Computing, 25(5), 3469–3484.
24. Kuo, R.J., Amornnikun, P., and Nguyen*, T.P.Q. (2020, Nov.). Metaheuristic-based possibilistic multivariate fuzzy weighted c-means algorithms for market segmentation. Applied Soft Computing, 96, 106639.
25. Huang, C.Y., Kuo, R.J., Li, C.H., Ting, D.S.W., Kang, E.Y.C., Lai, C.C., Tseng, H.J., Yang, L.Y., Wu, W.C. (2020, Sep.). Prediction of visual outcomes by an artificial neural network following intravitreal injection and laser therapy for retinopathy of prematurity. British Journal of Ophthalmology, 104, 1277-1282.
26. Kuo, R.J. and Zulvia*, F.E. (2020, Aug.). Multi-objective cluster analysis using a gradient evolution algorithm. Soft Computing, 24, 11545-11559.
27. Kuo*, R.J. and Chen, G.T. (2020, May). An application of differential evolution algorithm-based restricted Boltzmann machine to recommendation systems. Journal of Internet Technology, 21(3), 701-712.
28. Zulvia*, F.E, Kuo, R.J., and Nugroho, D.Y. (2020, Jan.). A many-objective gradient evolution algorithm for solving a green vehicle routing problem with time windows and time dependency for perishable products. Journal of Cleaner Production, 242, 118428.