R. J. Kuo

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 33

Top Topics

Routing Problem

Particle Swarm Optimization

Top Venues

Appl. Soft Comput.

J. Intell. Manuf.

Expert Syst. Appl.

Appl. Artif. Intell.

Publications

R. J. Kuo, Tzu-Hsuan Chiu
Hybrid of jellyfish and particle swarm optimization algorithm-based support vector machine for stock market trend prediction. Appl. Soft Comput. 154 (2024)
R. J. Kuo, Cian-Ying Wu, Timothy Kuo
An ensemble method with a hybrid of genetic algorithm and K-prototypes algorithm for mixed data classification. Comput. Ind. Eng. 190 (2024)
R. J. Kuo, Chia-Jung Fan, Thi Phuong Quyen Nguyen
A Sparse Binary Data Clustering Method for Transaction Data. IEA/AIE (2024)
R. J. Kuo, C. C. Hsu, Thi Phuong Quyen Nguyen, C. Y. Tsai
Hybrid multi-objective metaheuristic and possibilistic intuitionistic fuzzy c-means algorithms for cluster analysis. Soft Comput. 28 (2) (2024)
R. J. Kuo, Shu-Syun Li
Applying particle swarm optimization algorithm-based collaborative filtering recommender system considering rating and review. Appl. Soft Comput. 135 (2023)
R. J. Kuo, Muhammad Fernanda Luthfiansyah, Nur Aini Masruroh, Ferani Eva Zulvia
Application of improved multi-objective particle swarm optimization algorithm to solve disruption for the two-stage vehicle routing problem with time windows. Expert Syst. Appl. 225 (2023)
R. J. Kuo, Evan Edbert, Ferani E. Zulvia, Shih-Hao Lu
Applying NSGA-II to vehicle routing problem with drones considering makespan and carbon emission. Expert Syst. Appl. 221 (2023)
R. J. Kuo, Pei-Cheng Ho, Ferani E. Zulvia
Application of metaheuristics algorithm on a multi-objective container loading problem considering container's utilization and vehicle's balance. Appl. Soft Comput. 143 (2023)
R. J. Kuo, P. F. Song, Thi Phuong Quyen Nguyen, T. J. Yang
An application of multi-objective simulation optimization to medical resource allocation for the emergency department in Taiwan. Ann. Oper. Res. 326 (1) (2023)
R. J. Kuo, Faisal Fuad Nursyahid
Foreign objects detection using deep learning techniques for graphic card assembly line. J. Intell. Manuf. 34 (7) (2023)
R. J. Kuo, Hong-Ruei Cheng
A content-based recommender system with consideration of repeat purchase behavior. Appl. Soft Comput. 127 (2022)
Shih-Hao Lu, R. J. Kuo, Yi-Ting Ho, Anh-Tu Nguyen
Improving the efficiency of last-mile delivery with the flexible drones traveling salesman problem. Expert Syst. Appl. 209 (2022)
Nguyen Thi Phuong Quyen, R. J. Kuo, Minh Duc Le, Thi Cuc Nguyen, Thi Huynh Anh Le
Local search genetic algorithm-based possibilistic weighted fuzzy c-means for clustering mixed numerical and categorical data. Neural Comput. Appl. 34 (20) (2022)
R. J. Kuo, Shih-Hao Lu, Pei-Yu Lai, Setyo Tri Windras Mara
Vehicle routing problem with drones considering time windows. Expert Syst. Appl. 191 (2022)
R. J. Kuo, Dennis A. Kunarsito
Residual stacked gated recurrent unit with encoder-decoder architecture and an attention mechanism for temporal traffic prediction. Soft Comput. 26 (17) (2022)
Setyo Tri Windras Mara, R. J. Kuo, Anna Maria Sri Asih
Location-routing problem: a classification of recent research. Int. Trans. Oper. Res. 28 (6) (2021)
R. J. Kuo, C. K. Chang, Nguyen Thi Phuong Quyen, T. Warren Liao
Application of genetic algorithm-based intuitionistic fuzzy weighted c-ordered-means algorithm to cluster analysis. Knowl. Inf. Syst. 63 (7) (2021)
R. J. Kuo, Ferani E. Zulvia
The application of gradient evolution algorithm to an intuitionistic fuzzy neural network for forecasting medical cost of acute hepatitis treatment in Taiwan. Appl. Soft Comput. 111 (2021)
R. J. Kuo, Cheng-Kang Chen, Shao-Hong Keng
-nearest neighbors algorithm and densest imputation to collaborative filtering in recommender systems. Inf. Sci. 575 (2021)
R. J. Kuo, C. H. Li
Predicting Remaining Useful Life of Ball Bearing Using an Independent Recurrent Neural Network. MSIE (2020)
Zhen-Yao Chen, R. J. Kuo
Combining SOM and evolutionary computation algorithms for RBF neural network training. J. Intell. Manuf. 30 (3) (2019)
R. J. Kuo, W. C. Cheng, Wan-Ching Lien, T. J. Yang
Application of genetic algorithm-based intuitionistic fuzzy neural network to medical cost forecasting for acute hepatitis patients in emergency room. J. Intell. Fuzzy Syst. 37 (4) (2019)
R. J. Kuo, W. C. Cheng
An intuitionistic fuzzy neural network with gaussian membership function. J. Intell. Fuzzy Syst. 36 (6) (2019)
T. Warren Liao, R. J. Kuo
Five discrete symbiotic organisms search algorithms for simultaneous optimization of feature subset and neighborhood size of KNN classification models. Appl. Soft Comput. 64 (2018)
Zhen-Yao Chen, R. J. Kuo
Evolutionary Algorithm-Based Radial Basis Function Neural Network Training for Industrial Personal Computer Sales Forecasting. Comput. Intell. 33 (1) (2017)
Zhen-Yao Chen, R. J. Kuo, Tung-Lai Hu
An Integrated Hybrid Algorithm Based on Nature Inspired Evolutionary for Radial Basis Function Neural Network Learning. Int. J. Artif. Intell. Tools 25 (2) (2016)
R. J. Kuo, Y. S. Tseng, Zhen-Yao Chen
Integration of fuzzy neural network and artificial immune system-based back-propagation neural network for sales forecasting using qualitative and quantitative data. J. Intell. Manuf. 27 (6) (2016)
R. J. Kuo, P. S. Li
Taiwanese export trade forecasting using firefly algorithm based K-means algorithm and SVR with wavelet transform. Comput. Ind. Eng. 99 (2016)
R. J. Kuo, C. M. Pai, R. H. Lin, H. C. Chu
The integration of association rule mining and artificial immune network for supplier selection and order quantity allocation. Appl. Math. Comput. 250 (2015)
R. J. Kuo, J. W. Chang
Intelligent RFID positioning system through immune-based feed-forward neural network. J. Intell. Manuf. 26 (4) (2015)
R. J. Kuo, W. C. Cheng, W. C. Lien, T. J. Yang
A medical cost estimation with fuzzy neural network of acute hepatitis patients in emergency room. Comput. Methods Programs Biomed. 122 (1) (2015)
R. J. Kuo, S. H. Lin, Zhen-Yao Chen
Integration of Particle Swarm Optimization and Immune Genetic Algorithm-Based Dynamic Clustering for Customer Clustering. Int. J. Artif. Intell. Tools 24 (5) (2015)
Zhen-Yao Chen, R. J. Kuo
Immunological Algorithm-based Neural Network Learning for Sales Forecasting. Appl. Artif. Intell. 29 (9) (2015)
R. J. Kuo, N. J. Chiang, Zhen-Yao Chen
Integration of Artificial Immune System and K-Means Algorithm for Customer Clustering. Appl. Artif. Intell. 28 (6) (2014)
R. J. Kuo, S. Y. Hung, W. C. Cheng
Application of an optimization artificial immune network and particle swarm optimization-based fuzzy neural network to an RFID-based positioning system. Inf. Sci. 262 (2014)
T. Warren Liao, Pei-Chann Chang, R. J. Kuo, Ching-Jong Liao
A comparison of five hybrid metaheuristic algorithms for unrelated parallel-machine scheduling and inbound trucks sequencing in multi-door cross docking systems. Appl. Soft Comput. 21 (2014)
R. J. Kuo, C. F. Wang, Z. Y. Chen
Integration of growing self-organizing map and continuous genetic algorithm for grading lithium-ion battery cells. Appl. Soft Comput. 12 (8) (2012)
R. J. Kuo, Kartika Akbaria, Budiarto Subroto
Application of particle swarm optimization and perceptual map to tourist market segmentation. Expert Syst. Appl. 39 (10) (2012)
T. Warren Liao, R. J. Kuo, J. T. L. Hu
Hybrid ant colony optimization algorithms for mixed discrete-continuous optimization problems. Appl. Math. Comput. 219 (6) (2012)
R. J. Kuo, Y. J. Syu, Zhen-Yao Chen, Fang-Chih Tien
Integration of particle swarm optimization and genetic algorithm for dynamic clustering. Inf. Sci. 195 (2012)
R. J. Kuo, C. Y. Yang
Simulation optimization using particle swarm optimization algorithm with application to assembly line design. Appl. Soft Comput. 11 (1) (2011)
R. J. Kuo, M. J. Wang, T. W. Huang
An application of particle swarm optimization algorithm to clustering analysis. Soft Comput. 15 (3) (2011)
R. J. Kuo, C. M. Chao, Y. T. Chiu
Application of particle swarm optimization to association rule mining. Appl. Soft Comput. 11 (1) (2011)
R. J. Kuo, C. M. Chen
Evolutionary-based support vector machine. IEEM (2011)
R. J. Kuo, L. M. Lin
Application of a hybrid of genetic algorithm and particle swarm optimization algorithm for order clustering. Decis. Support Syst. 49 (4) (2010)
R. J. Kuo, Tung-Lai Hu, Zhen-Yao Chen
Application of Radial Basis Function Neural Network for Sales Forecasting. CAR (2009)
R. J. Kuo, M. J. Wang, T. W. Huang, Tung-Lai Hu
An Order Clustering System using ART2 Neural Network and Particle Swarm Optimization Methodn. ICEIS (2) (2009)
R. J. Kuo, C. C. Huang
Application of particle swarm optimization algorithm for solving bi-level linear programming problem. Comput. Math. Appl. 58 (4) (2009)
R. J. Kuo, C. M. Chao, C. Y. Liu
Integration of K-means algorithm and AprioriSome algorithm for fuzzy sequential pattern mining. Appl. Soft Comput. 9 (1) (2009)
R. J. Kuo, Tung-Lai Hu, Zhen-Yao Chen
Sales Forecasting Using an Evolutionary Algorithm Based Radial Basis Function Neural Network. UNISCON (2009)
R. J. Kuo, L. Y. Lee, Tung-Lai Hu
An Intelligent Decision Support System for Supplier Selection. ICEIS (2) (2008)
R. J. Kuo, S. M. Hong, Y. Lin, Y. C. Huang
Continuous genetic algorithm-based fuzzy neural network for learning fuzzy IF-THEN rules. Neurocomputing 71 (13-15) (2008)
R. J. Kuo, S. Y. Lin, C. W. Shih
Mining association rules through integration of clustering analysis and ant colony system for health insurance database in Taiwan. Expert Syst. Appl. 33 (3) (2007)
R. J. Kuo, C. W. Shih
Association rule mining through the ant colony system for National Health Insurance Research Database in Taiwan. Comput. Math. Appl. 54 (11-12) (2007)
R. J. Kuo, Y. L. An, H. S. Wang, W. J. Chung
Integration of self-organizing feature maps neural network and genetic K-means algorithm for market segmentation. Expert Syst. Appl. 30 (2) (2006)
R. J. Kuo, Y. T. Su, C. Y. Chiu, Kai-Ying Chen, Fang-Chih Tien
Part family formation through fuzzy ART2 neural network. Decis. Support Syst. 42 (1) (2006)
R. J. Kuo, Y. P. Kuo, Kai-Ying Chen
Developing a diagnostic system through integration of fuzzy case-based reasoning and fuzzy ant colony system. Expert Syst. Appl. 28 (4) (2005)
R. J. Kuo, J. L. Liao, C. Tu
Integration of ART2 neural network and genetic K-means algorithm for analyzing Web browsing paths in electronic commerce. Decis. Support Syst. 40 (2) (2005)
R. J. Kuo, K. Chang, S. Y. Chien
Integration of Self-Organizing Feature Maps and Genetic-Algorithm-Based Clustering Method for Market Segmentation. J. Organ. Comput. Electron. Commer. 14 (1) (2004)
R. J. Kuo, L. M. Ho, Clark M. Hu
-means algorithm for market segmentation. Comput. Oper. Res. 29 (11) (2002)
R. J. Kuo, S. C. Chi, S. S. Kao
A decision support system for selecting convenience store location through integration of fuzzy AHP and artificial neural network. Comput. Ind. 47 (2) (2002)
R. J. Kuo
A sales forecasting system based on fuzzy neural network with initial weights generated by genetic algorithm. Eur. J. Oper. Res. 129 (3) (2001)
R. J. Kuo, S. C. Chi, B. W. Den
A fuzzy Kohonen's feature map neural network with application to group technology. IJCNN (1999)
R. J. Kuo, K. C. Xue
Fuzzy neural networks with application to sales forecasting. Fuzzy Sets Syst. 108 (2) (1999)
R. J. Kuo, P. H. Cohen
Multi-sensor integration for on-line tool wear estimation through radial basis function networks and fuzzy neural network. Neural Networks 12 (2) (1999)
R. J. Kuo, P. H. Cohen
Intelligent tool wear estimation system through artificial neural networks and fuzzy modeling. Artif. Intell. Eng. 12 (3) (1998)
R. J. Kuo, K. C. Xue
A decision support system for sales forecasting through fuzzy neural networks with asymmetric fuzzy weights. Decis. Support Syst. 24 (2) (1998)
R. J. Kuo, P. H. Cohen
Manufacturing process control through integration of neural networks and fuzzy model. Fuzzy Sets Syst. 98 (1) (1998)
R. J. Kuo, K. C. Xue
An intelligent sales forecasting system through fuzzy neural network. ICNN (1997)