Ko-Wei Huang

Ko-Wei Huang Professor

Information science and communication
Ext
15531、15572
Lab
Jiangong Campus-department of electrical engineering 711
Email
elone.huang@nkust.edu.tw

演化式計算 (Evolutionary Computation)

資料探勘 (Data Mining)

最佳化原理與應用 (Mathematical Optimization and Application)

影像處理 (Image Processing)

NATIONAL CHENG KUNG UNIVERSITY, Tainan, Taiwan PhD of ELECTRICAL ENGINEERING, COMPUTER AND COMMUNICATION ENGINEERING

Providence University Assistant Professor, Department of Computer Science and Communication Engineering
NATIONAL UNIVERSITY of Kaohsiung, Kaohsiung,Taiwan Master of ELECTRICAL ENGINEERING, COMPUTER SCIENCE
NATIONAL CHENG KUNG UNIVERSITY, Tainan, Taiwan Post-Doctoral Research Fellows, Visual Cognition and Modeling Lab
Five Continents International Patent and Trademark Office Engineering – Patent
Kaohsiung Veterans General Hospital Engineering – Department of Information Management
NATIONAL CHENG KUNG UNIVERSITY Hospital Engineering – Department of Family Medicine

1.  Memetic particle gravitational optimization algorithm for optimization problems and real applications 106-2218-E-992 -303 -, 科技部計畫, 主持人

2. Intelligent Medical: Design and Implementation of Medical Diagnostic Assistance Evaluation System 107-2218-E-992 -303 -, 科技部計畫, 主持人

<期刊發表>

1. Ko-Wei Huang, Ze-Xue Wu, Hsing-Wei Peng, Ming-Chia Tsai, Yu-Chieh Hung, and Yu-Chin Lu, "Memetic Particle Gravitation Optimization Algorithm for Solving Clustering Problems", IEEE Access,2019.(SCI), (*Corresponding Author)

2. Ko-Wei Huang, Abba Suganda Girsang, Ze-Xue Wu, and Yu-Wei Chuang “A Hybrid Crow Search Algorithm for Solving Permutation Flow Shop Scheduling Problems,” Applied Sciences, 2019. (SCI, ISSN: 2076-3417)(*Corresponding Author)

3. Ko-Wei Huang and Ze-Xue Wu, “CPO: A Crow Particle Optimization Algorithm,” International Journal of Computational Intelligence Systems, 2019. (SCI, ISSN: 1875-6891) (*Corresponding Author)

4. Abba Suganda Girsang, Andi Setiadi Manalu, and Ko-Wei Huang,“Feature Selection for Musical Genre Classification Using a Genetic Algorithm,” Advances in Science, Technology and Engineering Systems Journal, 2019. (SCOPUS/EI) (*Corresponding Author)

5. Abba Suganda Girsang, Tjeng Wawan Cenggoro, and Ko-Wei Huang, ” Fast Ant Colony Optimization for Clustering”, Indonesian Journal of Electrical Engineering and Computer Science, 2018. (EI), (*Corresponding author).

6. Shih-Hsiung Lee, Ko-Wei Huang, and Chu-Sing Yang, ”TBAS: Token-based authorization service architecture in IoT scenarios”, International Journal of Distributed Sensor Networks, 2017. (SCI)

7. Ko-Wei Huang, Jui-Le Chen, Chu-Sing Yang, and Chun-Wei Tsai, “A memetic gravitation search algorithm for solving the DNA fragment assembly problems”, Journal of Intelligent and Fuzzy Systems, 2016. (SCI).

8. Ko-Wei Huang, Jui-Le Chen, Chu-Sing Yang, and Chun-Wei Tsai, “PSGO: Particle Swarm Gravitation Optimization Algorithm”, Journal of Intelligent and Fuzzy Systems, 2015. (SCI).

9. Ko-Wei Huang, Jui-Le Chen, Chu-Sing Yang, and Chun-Wei Tsai, “A memetic particle swarm optimization algorithm for solving the DNA fragment assembly problem,” Neural Computing and Applications, 2014. (SCI)

10. Chun-Wei Tsai, Ko-Wei Huang, Chu-Sing Yang, and Ming-Chao Chiang, “A fast particle swarm optimization for clustering,” Soft Computing, 2014. (SCI).

11. Ko-Wei Huang, Chu-Sing Yang, Chun-Wei Tsai, “A Two-Phase Hybrid ParticleSwarm Optimization Algorithm for Solving Permutation Flow-Shop SchedulingProblem,” International Journal of Computer Applications, 2012.

12. Chun-Wei Tsai, Ko-Wei Huang, Heng-Yao Hsu, Ming-Chao Chiang, Chu-Sing Yang, “A novel topic selection algorithm based on word distribution”, International Journal of Innovative Computing, Information and Control, 2010. (SCI/EI)

13. Wen-Yang Lin, Ko-Wei Huang, and Chin-Ang Wu, “MCFPTree: An FP-tree- based algorithm for multi-constraint patterns discovery.” International Journal of Business Intelligence and Data Mining, 2010. (EI)

<會議發表>

1. Ze-Xue Wu, Ko-Wei Huang, Jui-Le Chen, Chu-Sing Yang. “A Memetic Fuzzy Whale Optimization Algorithm for Data Clustering”. CEC 2019, IEEE Congress on Evolutionary Computation.

2. Ko-Wei Huang, Ze-Xue Wu, Hsing-Wei Peng, Ming-Chia Tsai, Yu-Chieh Hung, and Yu-Chin Lu, “A Memetic Particle Gravitation Optimization Algorithm for Solving Image Segmentation”. IEEE International Conference on Applied System Innovation, Japan, 2018. [Best paper Award], (EI-index).

3. Ko-Wei Huang, Abba Suganda Girsang, and Ze-Xue Wu, “Memetic Particle Gravitation Optimization Algorithm for Solving Data Clustering”. International Conference on Engineering, Science and Applications, Japan, 2018.

4. Pang-Wei Tsai, Wai-Hong Fong, Ko-Wei Huang, Mon-Yen Luo, and Chu-Sing Yang, “Design and Development of Virtual Nodes in the Network Testbed for Emulation”. IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, Victoria, Canada, 2015. (EI-index)

5. Ko-Wei Huang, Jui-Le Chen, Chu-Sing Yang, and Chun-Wei Tsai, “A Memetic Gravitation Search Algorithm for Solving Data Clustering,” IEEE International Conference on Congress on Evolutionary Computation, Sendai, Japan, 2015. (EI-index).

6. Jui-Le Chen, Ko-Wei Huang and Chu-Sing Yang, “A prototype generation with same proportion method for Nearest Neighborhood Classification,” IEEE International Conference on Consumer Electronics, Taipei, Taiwan, 2015.

7. Yi-Chuan Chen, Ko-Wei Huang, Szu-Chang Wang, Syau-Wen Huang, Chyou-Yan Lin, and Ming-Quinn Chen, “Implement a Critial Laboratory Results Management System to Improve CRM,” Joint Conference on Medical Informatics in Taiwan 2013, Taipei, Taiwan, 2013.

8. Zheng-Lun Li, Ko-Wei Huang, Szu-Chang Wang, Syau-Wen Huang, Chyou-Yan Lin, and Ming-Quinn Chen, “A Solution to Improve the Efficiency of Health Examination Services,” Joint Conference on Medical Informatics in Taiwan 2013, Taipei, Taiwan, 2013.

9. Ko-Wei Huang, Jui-Le Chen, and Chu-Sing Yang, “A Hybrid PSO-Based Algorithm for Solving DNA Fragment Assembly Problem,” International Conference on Innovations in Bio-Inspired Computing and Applications, Kaohsiung, Taiwan, 2012. [Best Paper Award], (EI-index)

10. Ko-Wei Huang, Wei-Chung Cheng, Chun-Wei Tsai, Chu-Sing Yang, “Design and Implementation of an Ontology-based Intelligent Project Management System,” IEEE International Conference on Advanced Information Networking and Applications, Fukuoka, Japan, 2012. (EI-index)

11. Chun-Wei Tsai, Ko-Wei Huang, Chu-Sing Yang, and Ming-Chao Chiang, “An Efficient PSO-based Clustering Algorithm“, International Joint Conference on Knowledge Discovery, KDIR Valencia, Spain, 2010.

12. Chun-Wei Tsai, Ko-Wei Huang, Chu-Sing Yang, and Ming-Chao Chiang, “A Fast Tree-Based Search Algorithm for Cluster Search Engine“, IEEE International Conference on Systems, Man and Cybernetics, San Antonio, USA, 2010. (EI-index)

13. Wen-Yang Lin, Ko-Wei Huang, He-Yi Li, and Chang-Long Jiang, “Mining frequent patterns with item, aggregation, and cardinality constraints”. In 3rd International Conference Innovative Computing Information and Control, Dalian, China, 2008.

<技術報告及其他>