AI Laboratory

Journals

Hsieh-Chih Hsu, Ko-Wei Huang, Chen-Yu Pan and Tsz-Kin Lau, “Optimizing resource allocation with a hybrid algorithm: Enhancing time series mobility tasks efficiency,” Advanced Engineering Informatics, 2024. (SCI Q1, IF 2023: 8.0, 4/179, 3.9%).
Jimmy Ming-Tai Wu, Wen-Yu Lin, Ko-Wei Huang, and Mu-En Wu*, “On the design of searching algorithm for parameter plateau in quantitative trading strategies using particle swarm optimization,” Knowledge-Based Systems.
Chen-Yu Pan, Hsieh-Chih Hsu and Ko-Wei Huang, “Real-time Control of the Air Volume in Ventilation Facilities by Limiting CO₂ Concentration with Cluster Algorithms,” IEEE Transactions on Industrial Electronics, 2023. (SCI Q1, IF 2023: 7.5, 2/76, 2%). (*Corresponding author).
Zih-Hao Huang, Yi-Yang Liu, and Ko-Wei Huang*, “Design and Validation of a Deep Learning Model for Renal Stone Detection and Segmentation on Kidney–Ureter–Bladder Images,” Bioengineering, 2023. (SCI, IF 2021: 5.046, IF 2022: 4.6). (*Corresponding author).
Chen-Yu Pan, Hsieh-Chih Hsu, Ko-Wei Huang and Ya-Hua Lin, “Application of Data-Driven Building Information Modeling in the Visual Simulation of Disease Transmission and Route with Pipeline System,” Indoor Air, 2023. (SCI, IF 2021: 6.554, IF 2022: 5.8).
Chung-Hsing Chen and Ko-Wei Huang*, “Document Classification Using Lightweight Neural Network,” Journal of Internet Technology, 2023. (SCIE, IF 2021: 1.14, IF 2022: 1.6). (*Corresponding author).
Ko-Wei Huang, Ze-Xue Wu, Chang-Long Jiang, Zih-Hao Huang, and Shih-Hsiung Lee, “International Journal of Computational Intelligence Systems,” International Journal of Computational Intelligence Systems, 2023. (SCI, IF 2021: 2.259, IF 2022: 2.9).
Ko-Wei Huang, Yao-Ren Yang, Zih-Hao Huang, Yi-Yang Liu, and Shih-Hsiung Lee, “Retinal Vascular Image Segmentation Using Improved U-Net Based on Residual Module,” Bioengineering, 2023. (SCI, IF 2021: 5.046, IF 2022: 4.6).
Ko-Wei Huang, Guan-Wei Chen, Zih-Hao Huang, and Shih-Hsiung Lee, “IWGAN: Anomaly Detection in Airport Based on Improved Wasserstein Generative Adversarial Network,” Applied Sciences, 2023. (SCI, IF 2021: 2.838, IF 2022: 2.7).
Yi-Yang Liu, Zih-Hao Huang and Ko-Wei Huang*, “Deep Learning Model for Computer-Aided Diagnosis of Urolithiasis Detection from Kidney–Ureter–Bladder Images,” Bioengineering, 2022–2023. (SCI, IF 2021: 5.046, IF 2022: 4.6). (*Corresponding author).
Chung-Hsing Chen and Ko-Wei Huang*, “Digit Recognition Using Composite Features with Decision Tree Strategy,” International Journal of Interactive Multimedia and Artificial Intelligence, 2022. (SCI, IF 2021: 4.936, IF 2022: 3.6). (*Corresponding author).
Yi-Yang Liu et al., “Totally X-ray-Free Ultrasound-Guided Mini-Percutaneous Nephrolithotomy in Galdakao-Modified Supine Valdivia Position: A Novel Combined Surgery,” Journal of Clinical Medicine, 2022. (SCI, IF 2021: 4.964, IF 2022: 3.9).
Zhi-Peng Jiang, Yi-Yang Liu, Zhen-En Shao and Ko-Wei Huang*, “An Improved VGG16 Model for Pneumonia Image Classification,” Applied Sciences, 2021. (SCI, IF 2021: 2.838, IF 2022: 2.7). (*Corresponding author).
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).
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).
Ko-Wei Huang et al., “A Memetic Gravitation Search Algorithm for Solving the DNA Fragment Assembly Problem,” Journal of Intelligent and Fuzzy Systems, 2016. (SCI).
Ko-Wei Huang et al., “PSGO: Particle Swarm Gravitation Optimization Algorithm,” Journal of Intelligent and Fuzzy Systems, 2015. (SCI).
Ko-Wei Huang et al., “A Memetic Particle Swarm Optimization Algorithm for Solving the DNA Fragment Assembly Problem,” Neural Computing and Applications, 2014. (SCI).
Chun-Wei Tsai et al., “A Fast Particle Swarm Optimization for Clustering,” Soft Computing, 2014. (SCI).
Ko-Wei Huang et al., “A Two-Phase Hybrid Particle Swarm Optimization Algorithm for Solving Permutation Flow-Shop Scheduling Problem,” International Journal of Computer Applications, 2012.
Chun-Wei Tsai et al., “A Novel Topic Selection Algorithm Based on Word Distribution,” International Journal of Innovative Computing, Information and Control, 2010. (SCI/EI).
Wen-Yang Lin, Ko-Wei Huang, and Chin-Ang Wu, “MCFPTree: An FP-Tree-Based Algorithm for Multi-Constraint Pattern Discovery,” International Journal of Business Intelligence and Data Mining, 2010. (EI).

Conferences

Hsieh-Chih Hsu, Yen-Cheng Cho, Chen-Yu Pan, Shih-Hsiung Lee, Chu-Sing Yang and Ko-Wei Huang*, “A Crow Search Algorithm for Solving Virus Disease Transmission,” Conference on Technologies and Applications of Artificial Intelligence, Hsinchu, Taiwan, 2024. (*Corresponding author).
Chung-Hsing Chen, Wei-Juei Wu and Ko-Wei Huang*, “Fast Digit Recognition Using Lightweight Neural Network Model,” IEEE International Conference on Consumer Electronics – Taiwan, July 2023. (*Corresponding author).
Shih-Hsiung Lee et al., “Improved U-Net Based on Dual Attention Mechanism for Glottis Segmentation and Dysphagia Auxiliary Diagnosis,” Asian Conference on Intelligent Information and Database Systems, Japan/Thailand, July 2023.
Cheng-Che Hsueh, Zih-Hao Huang and Ko-Wei Huang*, “A Crow Search Algorithm with Convolutional Neural Network for Pneumonia Image Classification,” Taiwan Academic Network Conference, Taiwan, 2022. (*Corresponding author).
Chung-Hsing Chen, Zih-Hao Huang and Ko-Wei Huang*, “Recognition of Handwritten English and Digits Using Stroke Features and MLP,” International Conference on Soft Computing and Intelligent Systems & International Symposium on Advanced Intelligent Systems, Japan, 2022. (*Corresponding author).
Ko-Wei Huang*, Guan-Wei Chen, Zih-Hao Huang, and Shih-Hsiung Lee, “Anomaly Detection in Airport Based on Generative Adversarial Network for Intelligent Transportation Systems,” IEEE International Conference on Consumer Electronics, Taiwan, 2022.
Bin-Rui Huang et al., “Application of Deep Learning for Mushroom Cultivation,” Conference on Technologies and Applications of Artificial Intelligence, Taichung, Taiwan, 2021. (*Corresponding author).
Yu-Jen, Ko-Wei Huang*, and Shih-Hsiung Lee, “Defect Detection of Stainless Steel Plates Using Deep Learning Technology,” International Conference on Pattern Recognition, Italy, 2021.
Ze-Xue Wu, Ko-Wei Huang*, and Chu-Sing Yang, “A Fuzzy Crow Search Algorithm for Solving Data Clustering Problems,” International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, Japan, 2020. (*Corresponding author).
Ko-Wei Huang et al., “A Memetic Particle Gravitation Optimization Algorithm for Solving Image Segmentation,” IEEE International Conference on Applied System Innovation, Japan, 2018. [Best Paper Award].
Ko-Wei Huang et al., “Memetic Particle Gravitation Optimization Algorithm for Solving Data Clustering,” International Conference on Engineering, Science and Applications, Japan, 2018.
Pang-Wei Tsai et al., “Design and Development of Virtual Nodes in the Network Testbed for Emulation,” IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, Canada, 2015. (EI).
Ko-Wei Huang et al., “A Memetic Gravitation Search Algorithm for Solving Data Clustering,” IEEE Congress on Evolutionary Computation, Japan, 2015. (EI).
Ko-Wei Huang et al., “A Hybrid PSO-Based Algorithm for Solving DNA Fragment Assembly Problems,” International Conference on Innovations in Bio-Inspired Computing and Applications, Taiwan, 2012. [Best Paper Award].
Ko-Wei Huang et al., “Design and Implementation of an Ontology-Based Intelligent Project Management System,” IEEE International Conference on Advanced Information Networking and Applications, Japan, 2012. (EI).
Chun-Wei Tsai et al., “An Efficient PSO-Based Clustering Algorithm,” International Joint Conference on Knowledge Discovery, Spain, 2010.
Wen-Yang Lin et al., “Mining Frequent Patterns with Item, Aggregation, and Cardinality Constraints,” International Conference on Innovative Computing Information and Control, China, 2008.

AI Laboratory

Research Interests

Members

Ko-Wei Huang, Ph.D.

Member 1

Member 2

Member 3

Journals

Conferences