2. Journal *corresponding author
Meng-Ting Wu, Hung-I Lin, and Chun-Wei Tsai*, "A Training-Free Neural Architecture Search Algorithm based on Search Economics," IEEE Transactions on Evolutionary Computation, vol. 28, no. 2, pp. 445-459, 2023, 2024.
Meng-Ting Wu and Chun-Wei Tsai*, "Training-Free Neural Architecture Search: A Review," ICT Express, vol. 10, no.1, pp.213-231, 2024.
Chun-Wei Tsai*, "Toward Blockchain for Intelligent Systems," IEEE Consumer Electronics Magazine, vol.13, no.2, pp.52-60, 2024.
Ming-Ying Lu et al., "Artificial intelligence predicts direct-acting antivirals failure among HCV patients: A nationwide HCV registry program," Clinical and Molecular Hepatology, vol. 30, no. 1, pp. 64-79, 2024 .
Huan Chen, Wei-Yan Chang, Tai-Lin Chiu, Ming-Chao Chiang, and Chun-Wei Tsai*, "SEFSD: An Effective Deployment Algorithm for Fog Computing Systems, " Journal of Cloud Computing, vol 12, no.105, pp. 1-15, 2023.
Wei-Yan Chang, Prathibha Soma, Huan Chen, Hsuan Chang, Chun-Wei Tsai, "A Hybrid Firefly with Dynamic Multi-swarm Particle Swarm Optimization for WSN Deployment," Journal of Internet Technology, vol. 24, no. 4, pp. 825-836, 2023.
Chun-Wei Tsai* and Zhi-Yan Fang, "An Effective Hyperparameter Optimization Algorithm for DNN to Predict Passengers at a Metro Station," ACM Transactions on Internet Technology, vol. 21, no. 2, pp. 1-24, 2021.
Chun-Wei Tsai*, Yi-Ping Chen, Tzu-Chieh Tang, and Yu-Chen Luo, "An Efficient Parallel Machine Learning-based Blockchain Framework," ICT Express, vol. 7, no.3, pp.300-307, 2021.
Chun-Wei Tsai, Tzu-Chi Teng, Jian-Ting Liao, and Ming-Chao Chiang, "An Effective Hybrid-Heuristic Algorithm for Urban Traffic Light Scheduling," Neural Computing and Applications, vol. 33, no. 24, pp.17535–17549, 2021.
Cheng-Chung Kuo, Ding-Kai Tseng, Chun-Wei Tsai*, and Chu-Sing Yang, "An Effective Feature Extraction Mechanism for Intrusion Detection System," IEICE Transactions on Information and Systems, vol. E104-D, no.11, pp.1814-1827, 2021.
Chun-Wei Tsai*, Chien-Hui Hsia, Shuang-Jie Yang, Shih-Jui Liu, and Zhi-Yan Fang, "Optimizing hyperparameters of deep learning in predicting bus passengers based on simulated annealing," Applied Soft Computing, vol. 88, pp. 1-9, 2020.
Kai-Cheng Hu, Chun-Wei Tsai, and Ming-Chao Chiang, "A Multiple-Search Multi-Start Framework for Metaheuristics for Clustering Problems," IEEE Access, vol. 8, pp. 96173-96183, 2020.
Chun-Wei Tsai* and Shi-Jui Liu, "An Effective Hyper-Dense Deployment Algorithm via Search Economics," Journal of Ambient Intelligence and Humanized Computing, vol. 11, pp. 2251–2262, 2020.
Chun-Wei Tsai, Wei-Yan Chang, Yi-Chung Wang and Huan Chen, "A High Performance Parallel Coral Reef Optimization for Data Clustering," Soft Computing, vol. 23, no. 19, pp. 9327-9340, 2019.
Hsin-Te Wu and Chun-Wei Tsai*, "An Intelligent Agriculture Network Security System Based on Private Blockchains," Journal of Communications and Networks, vol. 21, no. 5, pp. 503-508, 2019.
Chun-Wei Tsai, Yong-Chun Ding, Shi-Jui Liu, Ming-Chao Chiang, and Chu-Sing Yang, "A High-Performance Clustering Algorithm based on Searched Experiences," vol. 100, pp. 231-241, Computers in Human Behavior, 2019.
Chun-Wei Tsai* and Shi-Jui Liu, "SEIM: Search Economics for Influence Maximization in Online Social Networks," Future Generation Computer Systems, vol. 93, pp. 1055-1064, 2019.
Chun-Wei Tsai*, "SEIRA: An Effective Algorithm for IoT Resource Allocation Problem," Computer Communications, vol. 119, pp.156-166, 2018.
Chun-Wei Tsai* and Shi-Jui Liu, "An Effective IoT Service-to-Interface Assignment Algorithm via Search Economics," IEEE Internet of Things Journal, vol.5, no.3, pp. 1708-1718, 2018.
Chun Wei Tsai*, Shi-Jui Liu, and Yi-Chung Wang, "A Parallel Metaheuristic Data Clustering Framework for Cloud," Journal of Parallel and Distributed Computing, vol.116, pp.39-49, 2018 .
Chun-Wei Tsai, Pang-Wei Tsai, Ming-Chao Chiang, and Chu-Sing Yang, "Data Analytics for Internet of Things: A Review," WIREs Data Mining and Knowledge Discovery, vol. 8, no. 5, e1261, 2018.
Pang-Wei Tsai, Chun-Wei Tsai*, Chia-Wei Hsu, and Chu-Sing Yang, "Network Monitoring in Software-Defined Networking: A Review," IEEE Systems Journal, vol. 12, no. 4, pp. 3958-3969, 2018.
Hsin-Te Wu and Chun-Wei Tsai*, "Toward Blockchain for Healthcare Systems," IEEE Consumer Electronics Magazine, vol. 7, no. 4, pp. 65-71, 2018.
Hsin-Te Wu and Chun-Wei Tsai*, "A Home Security System for Seniors Based on the Beacon Technology," Concurrency and Computation: Practice and Experience, vol. 30, no. 15, e4496, 2018.
Kai-Cheng Hu, Chun-Wei Tsai, and Ming-Chao Chiang, "A Highly Efficient Method for Improving the Performance of GLA-based Algorithms," Journal of Visual Communication and Image Representation, vol. 50, pp.290-302, 2018.
Chun-Wei Tsai, Wei-Lun Chang, Kai-Cheng Hu, and Ming-Chao Chiang, "An Improved Hyper-Hueristic Clustering Algorithm for Wireless Sensor Networks," Mobile Networks and Applications, vol. 22, no. 5, pp. 943-958, 2017.
Pang-Wei Tsai, Francesco Piccialli, Chun-Wei Tsai*, Mon-Yen Luo, and Chu-Sing Yang, "Control Frameworks in Network Emulation Testbeds: A Survey," Journal of Computational Science, vol. 22, pp. 148-161, 2017.
Yin Zhang, Meikang Qiu, Chun-Wei Tsai*, Mohammad Mehedi Hassan, and Atif Alamr, "Health-CPS: Healthcare Cyber-Physical System Assisted by Cloud and Big Data," vol.11, no. 1, pp. 88-95, IEEE Systems Journal, 2017.
Abba Suganda Girsang, Chun-Wei Tsai, and Chu-Sing Yang, "HABCO: A Robust Agent on Hybrid Ant-Bee Colony Optimization," Telecomnunication Computing Electronics and Control, vo. 15, no. 3, pp.1-18, 2017.
Chun-Wei Tsai, "An Effective WSN Deployment Algorithm via Search Economics," Computer Networks, vol. 101, no.4, pp.178-191, 2016.
Chun-Wei Tsai, Chun-Ting Kang, Kai-Cheng Hu, and Ming-Chao Chiang, "A Quantum-Inspired Evolutionary Clustering Algorithm for the Lifetime Problem of Wireless Sensor Network," International Journal of Internet Technology and Secured Transactions, vol. 6, no.4, pp.259-290, 2016.
Chun-Wei Tsai, Tzung-Pei Hong, and Guo-Neng Shiu, "Metaheuristics for the Lifetime of WSN: A Review," IEEE Sensors Journal, vol.16, no.9, pp.2812-2831, 2016.
Chun-Wei Tsai, Ming-Chao Chiang, Adlen Ksentini, Min Chen, "Metaheuristic Algorithms for Healthcare: Open Issues and Challenges," Computers and Electrical Engineering, vol. 53, pp.421-434, 2016.
Kai-Cheng Hu, Shi-Wei Wang, Ming-Chao Chiang, and Chun-Wei Tsai, "An Efficient Hybrid Algorithm for WLAN Load Balncing," Computers and Electrical Engineering, vol.56, pp.243-261, 2016.
Abba Suganda Girsang, Chun-Wei Tsai*, and Chu-Sing Yang, "Rectifying the Inconsistent Fuzzy Preference Matrix in AHP Using a Multi-Objective BicriterionAnt," Neural Processing Letter, vol. 44, no.2, pp.519-538, 2016.
Keng-Mao Cho, Chun-Wei Tsai*, and Chu-Sing Yang, "An Efficient Power-Saving Scheduling Algorithm," Journal of Internet Technology, vol.17, no.1, pp.63-72, 2016.
Ko-Wei Huang, Jui-Le Chen, Chu-Sing Yang, and Chun-Wei Tsai, "A memetic gravitation search algorithm for solving DNA fragment assembly problems," Journal of Intelligent and Fuzzy Systems, vol. 30, no. 4, pp.2245-2555, 2016.
C.W. Tsai, H.H. Cho, T.K. Shih, J.S. Pan, and J.J.P.C. Rodrigues,, "Metaheuristics for the Deployment of 5G," IEEE Wireless Communications, vol. 22, no.6, pp.40-46, 2015.
Chun-Wei Tsai, Pei-Wei Tsai, Jeng-Shyang Pan, and Han-Chieh Chao, "Metaheuristics for the Deployment Problem of WSN: A Review," Microprocessors and Microsystems, vol.39, no.8, pp.1305-1317, 2015.
Chun-Wei Tsai, Ko-Wei Huang, Ming-Chao Chiang, and Chu-Sing Yang, "A Fast Particle Swarm Optimization for Clustering," Soft Computing, vol. 19, no. 2, pp. 321-338, 2015.
Chun-Wei Tsai, Chin-Feng Lai, Han-Chieh Chao, and Athanasios V. Vasilakos, "Big Data Analytics: A Survey," Journal of Big Data, vol. 2, no.21, pp.1-32, 2015.
Abba Suganda Girsang, Chun-Wei Tsai, and Chu-Sing Yang, "Repairing the Inconsistent Fuzzy Preference Matrix Using Multi-Objective PSO," Advance in Fuzzy Systems, 2015.
Abba Suganda Girsang, Chun-Wei Tsai*, and Chu-Sing Yang, "Ant algorithm for modifying an inconsistent pairwise weighting matrix in an analytic hierarchy process," Neural Computing and Applications, vol.26, no. 2, pp. 313-327, 2015.
Ko-Wei Huang, Jui-Le Chen, and Chu-Sing Yang, and Chun-Wei Tsai*, "A Memetic Particle Swarm Optimization Algorithm for Solving the DNA Fragment Assembly Problem," Neural Computing and Applications, vol.26, no. 3, pp. 495-506, 2015.
Kai-Cheng Hu, Chun-Wei Tsai, Ming-Chao Chiang and Chu-Sing Yang, "A Multiple Pheromone Table Based Ant Colony Optimization for Clustering," Mathematical Problems in Engineering, pp.1-11, 2015.
Ko-Wei Huang, Jui-Le Chen, and Chu-Sing Yang, and Chun-Wei Tsai, "PSGO: Particle Swarm Gravitation Optimization Algorithm," Journal of Intelligent and Fuzzy Systems, vol. 28, no. 6, pp. 2655-2665, 2015.
Keng-Mao Cho, Pang-Wei Tsai, Chun-Wei Tsai*, and Chu-Sing Yang, "A Hybrid Meta-Heuristic Algorithm for VM Scheduling with Load Balancing in Cloud Computing," Neural Computing and Applications, vol.26, no.6, pp.1297-1309, 2015.
C.W. Tsai, C.F Lai, M.C. Chiang, and L. T. Yang, “Data Mining for Internet of Things: A Survey," IEEE Communications Surveys and Tutorials, vol. 16, no.1, pp.77-97, 2014.
C.W. Tsai, W.C. Huang, M.H. Chiang, M.C. Chiang, and C.S. Yang, “A Hyper-Heuristic Scheduling Algorithm for Cloud," IEEE Transactions on Cloud Computing, vol. 2, no. 2, pp. 236-250, 2014.
Chun-Wei Tsai and Joel J.P.C. Rodrigues, “Metaheuristic Scheduling for Cloud: A Survey," IEEE Systems Journal, vol.8, no.1, pp.279-291, 2014.
Chun-Wei Tsai, Chin-Feng Lai and Athanasios V. Vasilakos, "Future Internet of Things: Open Issues and Challenges," Wireless Networks, vol. 20, no. 8, pp. 2201-2217, 2014.
Chun-Wei Tsai, Shih-Pang Tseng, Ming-Chao Chiang, Chu-Sing Yang and Tzung-Pei Hong, "A High-Performance Genetic Algorithm: Using Traveling Salesman Problem as a Case," The Scientific World Journal, Article ID 178621, 2014.
Chun-Wei Tsai, Ya-Lan Yang, Ming-Chao Chiang, and Chu-Sing Yang, "Intelligent Big Data Analysis: A Review," International Journal of Big Data Intelligence, vol.1, no.4, pp.181-191, 2014.
Chun-Wei Tsai, Alexander Pelov, Ming-Chao Chiang, Chu-Sing Yang and Tzung-Pei Hong, "Computational awareness for smart grid: A review," International Journal of Machine Learning and Cybernetics, vol. 5, no.1, pp.151-163, 2014.
Abba Suganda Girsang, Chun-Wei Tsai*, and Chu-Sing Yang, "Multi-Objective Particle Swarm Optimization for Repairing Inconsistent Comparison Matrices," International Journal of Computer and Applications, vol. 36, no.3, pp. 101-109, 2014.
Keng-Mao Cho, Chun-Wei Tsai*, Yi-Shiuan Chiu, and Chu-Sing Yang, "A High Performance Load Balance Strategy for Real-Time Multi-Core Systems," The Scientific World Journal, Article ID 101529, 2014.
Chun-Wei Tsai, “Incremental Particle Swarm Optimization for Intrusion Detection," IET Networks, vol. 2, no.3, pp.124-130, 2013.
Chun-Wei Tsai, Shih-Pang Tseng, Chu-Sing Yang, and Ming-Cho Chiang, “PREACO: A fast ant colony optimization for codebook generation," Applied Soft Computing, vol. 13, no. 6, pp. 3008-3020, 2013.
Chun-Wei Tsai, Ming-Yi Liao, Chu-Sing Yang, and Ming-Chao Chiang, "Classiffication Algorithms for Interactive Multimedia Services: A Review," Multimedia Tools and Applications, vol. 67, no. 1, pp.137-165, 2013.
Jui-Le Chen, Chun-Wei Tsai*, Ming-Chao Chiang and Chu-Sing Yang, "A High Performance Cloud-based Protein-Ligand Docking Prediction Algorithm," Journal of Biomedicine and Biotechnology, vol. 2013, pp.1-8, 2013.
Wei-Shou Li, Chun-Wei Tsai*, Min Chen, Wen-Shyong Hsieh, and Chu-Sing Yang, "Threshold Behavior of Multi-Path Random Key Pre-Distribution for Sparse Wireless Sensor Networks," Mathematical and Computer Modelling, vol.57, no.11-12, pp.2776-2787, 2013.
Ming-Yi Liao, Chun-Wei Tsai, Chu-Sing Yang, Ming-Chao Chiang, and Chin-Feng Lai, "Energy Efficiency Based on High Performance Particle Swarm Optimization: A Case Study," Telecommunication Systems, vol. 52, no. 2, pp.1293-1304, 2013.
Po-Jen Chuang, Ming-Chao Chiang, Chu-Sing Yang and Chun-Wei Tsai, "Social Networks-based Adaptive Pairing Strategy for Cooperative Learning," Educational Technology & Society, vol. 15, no.3, pp.226-239, 2012.
Chih-Ming Wang, Ming-Chao Chiang, Chu-Sing Yang and Chun-Wei Tsai, "An Efficient Data Replication Method for Parallel Download," International Journal of Innovative Computing, Information and Control, vol. 8, no.10(B), pp.7031-7053, 2012.
Ko-Wei Huang, Chu-Sing Yang, and Chun-Wei Tsai, "A Two-Phase Hybrid Particle Swarm Optimization Algorithm for Solving Permutation Flow-Shop Scheduling Problem," International Journal of Computer Applications, vol.48, no.1, pp. 11-18, 2012.
Ming-Chao Chiang, Chun-Wei Tsai, and Chu-Sing Yang, “A Time-Efficient Pattern Reduction Algorithm for k-means Clustering," Information Sciences, vol.181, no.4, pp.716-731, 2011.
Chun-Wei Tsai, Keng-Mao Cho, Wei-Shan Yang, Ming-Chao Chiang and Chu-Sing Yang, "A Support Vector Machine Based Dynamic Classiffier for Face Recognition," International Journal of Innovative Computing, Information and Control, vol.7, no.6, pp. 3437-3456, 2011.
Chih-Ming Wang, Ming-Chao Chiang, Chu-Sing Yang and Chun-Wei Tsai, "Aided Contents Supporting Service for e-Learning Systems," International Journal of Innovative Computing, Information and Control, vol.7, no.7(A), pp.4005-4026, 2011.
Chun-Wei Tsai, Chung-Fu Lin, Ming-Chao Chiang and Chu-Sing Yang, "A Fast Particle Swarm Optimization Algorithm for Vector Quantization," ICIC Express Letters, Part B: Applications, vol. 1, no. 2, pp. 137-144, 2010.
Chun-Wei Tsai, Ko-Wei Huang, Heng-Yao Hsu, Ming-Chao Chiang and Chu-Sing Yang, "A Novel Topic Selection Algorithm Based on Word Distribution," International Journal of Innovative Computing, Information and Control, vol.6, no.4, pp. 1843-1864, 2010.
Shih-Pang Tseng, Ming-Chao Chiang, Chu-Sing Yang and Chun-Wei Tsai, "An Ontology-based Framework for Itembank Integration and Knowledge Sharing," International Journal of Fuzzy Systems, vol.12, no.2, pp.116-124, 2010.
Shih-Pang Tseng, Ming-Chao Chiang, Chu-Sing Yang and Chun-Wei Tsai, "An Efficient Algorithm For Integrating Heterogeneous Itembanks," International Journal of Innovative Computing, Information and Control, vol. 6, no. 10, pp.4319-4334, 2010.
Chun-Wei Tsai,Chao-Yang Lee, Ming-Chao Chiang and Chu-Sing Yang., "A Fast VQ Codebook Generation Algorithm via Pattern Reduction," Pattern Recognition Letters, vol.30, no.7, pp.653-660, 2009.
Chun-Wei Tsai, Ming-Chao Chiang and Chu-Sing Yang, "A GA-based Document Clustering Method for Search Engines," Journal of Internet Technology, vol. 9, no.3, pp.297-306, 2008.
Chun-Wei Tsai, Chi-Hui Feng, Po-Jen Chuang, Ming-Chao Chiang and Chu-Sing Yang, "Lecture Structure Based Automatic Item Classiffication on an Examination System," Journal of Internet Technology, vol. 9, no.3, pp.297-306, 2008.
Jiun-Huei Ho, Chun-Wei Tsai, Ting-Wen Liang and Chu-Sing Yang, "An IntelligentWeb Portal System for Web Information Integration," Journal of Internet Technology, vol.7, no.1, pp.119-129, 2005.
Cheng-Fa Tsai, Chun-Wei Tsai and Ching-Chang Tseng, "A new hybrid heuristic approach for solving large traveling salesman problem," Information Sciences, vol. 166, pp. 67-81, 2004.
Cheng-Fa Tsai, Chun-Wei Tsai and Chi-Ping Chen, "A novel algorithm for multimedia multicast routing in a large scale network," Journal of Systems and Software, vol.72, no.3, pp.431-441, 2004.
Cheng-Fa Tsai, Chun-Wei Tsai, Han-Chang Wu and Tzer Yang, "ACODF: a novel data clustering approach for data mining in large databases," Journal of Systems and Software, vol.73, no.1, pp.133-145, 2004.
Cheng-Fa Tsai, Chun-Wei Tsai and Ching-Chang Tseng, "A new and efficient ant-based heuristic method for solving the traveling salesman problem," Expert Systems, vol.20, no.4, pp.179-186, 2003.