Publications

35

SCI Journal Papers

20

Conference Papers

5

Invention Patents

1740

Citations

21

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2024
Novel Multiple Z-Score Models for Detection of Coronary Artery Dilation: Application in Kawasaki Disease

Kuo, H.C., Chen, S.H., Chen, I.F., Cheng, W.I., Liu, S.F., Guo, M.M.H., Lin, Y.C., and Chen, Y.H. (2024)

Pediatric Rheumatology, 22:108

SCI Medical Imaging

Optimizing Object Detection Algorithms for Congenital Heart Diseases in Echocardiography: Exploring Bounding Box Sizes and Data Augmentation Techniques

Chen, S.H., Weng, K.P., Hsieh, K.S., Chen, Y.H., Shih, J.H., Li, W.R., Zhang, R.Y., Chen, Y.C., Tsai, W.R., and Kao, T.Y. (2024)

Reviews in Cardiovascular Medicine, 25(9), 335

SCI Medical Imaging Object Detection

Recognition of Glaucomatous Fundus Images Using Machine Learning Methods Based on Optic Nerve Head Topographic Features

Wu, C. W., Huang, T. Y., Liou, Y. C., Chen, S. H., Wu, K. Y., & Tseng, H. Y. (2024)

Journal of Glaucoma, 10-1097

SCI Medical Imaging Machine Learning Ophthalmology

Modified inertial subgradient extragradient algorithms for generalized equilibria systems with constraints of variational inequalities and fixed points

Ceng, L. C., Chen, S. H., Liou, Y. C., & Yin, T. C. (2024)

AIMS Mathematics, 9(6), 13819-13842

SCI Mathematics Algorithms

Detecting Heart Valve Regurgitation in Medical Images–Using YOLOv7

Chen, S. H., Kao, T. Y., & Chen, Y. H. (2024, September)

Proceeding of the 2024 5th Asia Service Sciences and Software Engineering Conference (pp. 126-129)

Conference Medical Imaging Object Detection YOLOv7
Joint Steganography and Encryption Techniques for Security Enhancement Using Deep Learning Models

Chen, Y. H., Tsai, M. Y., & Chen, S. H. (2024)

2024 6th International Conference on Image, Video and Signal Processing (pp. 171-174)

Conference Steganography Deep Learning
2023
Detection of coronary lesions in Kawasaki disease by Scaled-YOLOv4 with HarDNet backbone

Kuo, H.C., Chen, S.H., Chen, Y.H., Lin, Y.C., Chang, C.Y., Wu, Y.C., Wang, T.D., Chang, L.S., Tai, I. and Hsieh, K.S. (2023)

Frontiers in Cardiovascular Medicine, 9, 1000374

SCI Medical Imaging Object Detection Deep Learning

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Verifiable (2, n) Image Secret Sharing Scheme Using Sudoku Matrix

Chen, Y. H., Lee, J. Y., Chiang, M. H., & Chen, S. H. (2022)

Symmetry, 14(7), 1445

SCI

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Joint Hamming Coding for High Capacity Lossless Image Encryption and Embedding Scheme

Chen, Y. H., Lin, P. Y., Wu, H. P., and Chen, S. H. (2022)

Applied Sciences, 12(4), 1966

SCI

2021
Design of Multi-Receptive Field Fusion-Based Network for Surface Defect Inspection on Hot-Rolled Steel Strip Using Lightweight Dataset

Tang, W. P., Liong, S. T., Chen, C. C., Tsai, M. H., Hsieh, P. C., Tsai, Y.T., Chen, S. H. and Wang, K. C. (2021)

Applied Sciences, 11(20), p.9473

SCI

Risk assessment of metabolic syndrome prevalence involving sedentary occupations and socioeconomic status

Chen, M. S., Chiu, C. H., & Chen, S. H. (2021)

BMJ open, 11(12), e042802

Modified YOLOv4-DenseNet Algorithm for Detection of Ventricular Septal Defects in Ultrasound Images

S. H. Chen, C. W. Wang, I. H. Tai, Ken-Pen Weng, Y. H. Chen, K. S. Hsieh (2021)

International Journal of Interactive Multimedia and Artificial Intelligence, 6(7), 101-108

SCI

2020
Data Augmentation for a Deep Learning Framework for Ventricular Septal Defect Ultrasound Image Classification

Shih-Hsin Chen, I-Hsin Tai, Yi-Hui Chen, Ken-Pen Weng, Kai-Sheng Hsieh (2020)

IADS – Integrated Artificial Intelligence In Data Science (ICPR-IADS2020), Milan, Italy, January 10-15, 2021

Conference
集成式沙漏網路於心臟都普勒超音波切面分類

陳世興、許家蓁、陳宜惠、戴以信、翁根本、謝凱生 (2020)

第二十五屆人工智慧與應用研討會 (TAAI 2020), 桃園, 12/3-12/5

Conference
專屬個性化圖片搜尋優化方法 (OPTIMIZATION METHOD FOR SEARCHING EXCLUSIVE PERSONALIZED PICTURES)

中華民國專利 (TW I693524) (2020)

2019
Order Acceptance and Scheduling Problem with Carbon Emission Reduction and Electricity Tariffs on a Single Machine

Chen, S. H., Liou, Y. C., Chen, Y. H.*, & Wang, K. C. (2019)

Sustainability, 11(19), 5432

SCI

A Data-Driven Assessment of the Metabolic Syndrome Criteria for Adult Health Management in Taiwan

M. S. Chen and S. H. Chen* (2019)

International Journal of Environmental Research and Public Health, 16 (1), 92

SCI

提升文圖搜尋結果相契合最佳化的搜尋過濾方法 (SEARCHING AND FILTERING METHOD FOR MATCHING OPTIMIZATION OF TEXT AND IMAGE SEARCHING RESULTS)

中華民國專利 (TW I647580) (2019)

2018
Supervised Learning in Estimation of Distribution Algorithms

Shih-Hsin Chen, Yi-Hui Chen and Yu-Cheng Kuo (2018)

48th International Conference on Computers and Industrial Engineering (CIE48), Auckland, New Zealand

Conference
A New Two-objective Single Machine Scheduling Problem Considers a Past-sequence-dependent Setup Time and Learning

Chen, S. H. and Chen, Y. H. (2018)

IEEE International Conference on Knowledge Innovation and Invention 2018, Hotel Maison Glad, Jeju Island, South Korea, July 2018

Conference
Blockchain based smart contract for bidding system

Chen, Y. H., Chen, S. H., & Lin, I. C. (2018, April)

Proceeding of the 2018 IEEE International Conference on Applied System Invention (ICASI) (pp. 208-211)

Conference Blockchain Smart Contract Bidding System
2017
Imperial competitive algorithm with policy learning for the traveling salesman problem

Chen, M. H., S. H. Chen, P. C. Chang* (2017)

Soft Computing, 21 (7), 1863–1875

SCI

A Content-Based Image Retrieval Method Based on the Google Cloud Vision API with WordNet

Chen, S. H. and Y. H. Chen (2017)

9th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2017), Kanazawa, Japan

Conference
以外來鍵對映資料表自動產生下拉式表單欄位之方法 (METHOD FOR AUTOMATICALLY GENERATE FIELDS OF DROP-DOWN MENU BY FOREIGN KEYS CORRESPONDING TO DATA SHEET)

中華民國專利 (TW I608406) (2017)

2016
Artificial Immune Network with Feature Selection for Bank Term Deposit Recommendation

Lu, X. Y., X. Q. Chu, M. H. Chen, P. C. Chang*, S. H. Chen (2016)

Journal of Intelligent Information Systems, 47(2), 267–285

SCI

Method for creating form validation program and corresponding form interface according to result set metadata

US Patent (US 9514115 B2) (2016)

從資料表欄位註解產生網頁程式與對應表單介面之方法 (METHOD FOR GENERATING WEB PROGRAM AND CORRESPONDING FORM INTERFACE FROM ANNOTATION OF TABLE FIELD)

中華民國專利 (TW I524197) (2016)

從資料集詮釋資料產生表單驗證程式與對應表單介面之方法 (METHOD FOR GENERATING FORM VALIDATION PROGRAM AND CORRESPONDING FORM INTERFACE FROM RESULT SET METADATA)

中華民國專利 (TW I522824) (2016)

2015
Minimization of the Total Traveling Distance and Maximum Distance by Using a Transformed-Based Encoding EDA to Solve the Multiple Traveling Salesmen Problem

Chen, S. H. (2015)

Mathematical Problems in Engineering, doi:10.1155/2015/640231

SCI

Bi-criterion Single Machine Scheduling Problem with a Past-sequence-dependent Setup Times and Learning Effect

Chen, S. H., V. Mani and Y. H. Chen (2015)

2015 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM 2015), Singapore

Conference
2014
Artificial Chromosomes with Genetic Algorithm 2 (ACGA2) for Single Machine Scheduling Problems with Sequence-Dependent Setup Times

Chen, S. H.*, M. C. Chen, Y. C. Liou (2014)

Applied Soft Computing Journal, 11(1), 1263-1274

SCI

A new single machine scheduling problem with dynamic arrival time and setup consideration in a common due date environment by using the Inver-over CX

Chen, S. H. (2014)

8th International Conference on Bio-inspired Information and Communications Technologies, Boston, USA

Conference
A New Estimation of Distribution Algorithm to Solve the Multiple Traveling Salesmen Problem with the Minimization of Total Distance

Chen, S. H. and Chen, Y. H. (2014)

In Intelligent Data analysis and its Applications, Volume I, Sheng-Zhen, China

Conference
2013
Addressing the Advantages of Using Ensemble Probabilistic Models in Estimation of Distribution Algorithms for Scheduling Problems

Chen, S. H.*, M. C. Chen (2013)

International Journal of Production Economics, 141(1), 24–33

SCI

Multiple parents crossover operators: A new approach removes the overlapping solutions for sequencing problems

Chen, S. H.*, M. C. Chen, P. C. Chang, V. Mani (2013)

Applied Mathematical Modelling, 37(5), 2737-2746

SCI

Quantity and Price Indicator for Technical Analysis in the Stock Market

Chen, S. H, Y. H. Wang and C. B. Wang (2013)

27th Annual Conference of the Japanese Society for Artificial Intelligence (JSAI 2013), Toyama, Japan

Conference
2012
Extended Artificial Chromosomes Genetic Algorithm for Permutation Flowshop Scheduling problems

Chen, Y. M., M. C. Chen, P. C. Chang, S. H. Chen* (2012)

Computers & Industrial Engineering, 62(2), 536–545

SCI

A Self-guided Genetic Algorithm for Permutation Flowshop Scheduling Problems

Chen, S. H.*, P. C. Chang, T. C. Edwin Cheng, and Q. Zhang (2012)

Computers & Operations Research, 39(7), 1450–1457

SCI

2011
EA/G-GA for Single Machine Scheduling Problems with Earliness/Tardiness Costs

Chen, S. H.*, M. C. Chen, P. C. Chang, Y. M. Chen (2011)

Entropy, 13(6), 1152-1169

SCI

A Genetic Algorithm Enhanced by Dominance Properties for Single Machine Scheduling Problems with Setup Costs

Chang, P. C.*, S. H. Chen, T. Lie, and Y. C. Liu (2011)

International Journal of Innovative Computing, Information and Control, 7(5A), 2323-2344

SCI

Integrating Dominance Properties with Genetic Algorithms for Parallel Machine Scheduling Problems with Setup Times

Chang, P. C.*, and S. H. Chen (2011)

Applied Soft Computing Journal, 11(1), 1263-1274

SCI

Single-machine scheduling with past-sequence-dependent setup times and learning effects: a parametric analysis

Mani, V., P. C. Chang*, and S. H. Chen (2011)

International Journal of Systems Science, 42 (12), 2097–2102

SCI

Bi-Variate Artificial Chromosomes with Genetic Algorithm for Single Machine Scheduling Problems with Sequence-Dependent Setup Times

Chen, S. H. and Chen, M. C. (2011)

Proceeding of Congress of Evolutionary Computation 2011 (CEC 2011), New Orleans, U.S.A.

Conference
Operators of the Two-Part Encoding Genetic Algorithm in Solving the Multiple Traveling Salesmen Problem

Chen, S. H. and Chen, M. C. (2011)

The 2011 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2011), Taoyuan, Taiwan

Conference
Integration of Dominance Properties with Genetic Algorithms for Parallel Machine Scheduling Problems with Setup Times

Chang, P. C.*, and S. H. Chen (2011)

Applied Soft Computing Journal, 11(1), 1263-1274

Conference
2010
Guidelines for Developing Effective Estimation of Distribution Algorithms in Solving Single Machine Scheduling Problems

Chen, S. H.*, M. C. Chen, P. C. Chang, Qingfu Zhang, Y. M. Chen (2010)

Expert Systems with Applications, 37(9), 6441-6451

SCI
A parametric analysis for single machine scheduling with past-sequence-dependent setup times

Mani, V., P. C. Chang*, and S. H. Chen (2010)

International Journal of Innovative Computing, Information and Control, 6(3A), 1113–1121

SCI

Generating artificial chromosomes with probability control in genetic algorithm for machine scheduling problems

Chang, P. C.*, S. H. Chen, and C. Y. Fan (2010)

Annals of Operations Research, 180(1), 197-211

SCI

2009
The development of a Sub-Population Genetic Algorithm II (SPGAII) for the Multi-objective Combinatorial Problems

Chang, P. C.* and S. H. Chen (2009)

Applied Soft Computing Journal, 9(1), 173-181

SCI-E

Artificial chromosomes embedded in genetic algorithm for a chip resistor scheduling problem in minimizing the makespan

Chang, P. C.*, J. C. Hsieh, S. H. Chen, J. L. Lin, and W. H. Huang (2009)

Expert Systems with Applications, 36(3), 7135-7141

SCI
A hybrid electromagnetism-like algorithm for single machine scheduling problem

Chang, P. C.*, S. H. Chen and C. Y. Fan (2009)

Expert Systems with Applications, 36(2) Part 1, pp. 1259-1267

SCI

A hybrid genetic algorithm with dominance properties for single machine scheduling with dependent penalties

Chang, P. C.*, S. H. Chen and V. Mani (2009)

Applied Mathematical Modelling, 33(1), pp. 579-596

SCI

Bi-criteria single machine scheduling problem with a learning effect: Aneja–Nair method to obtain the set of optimal sequences

Mani, V., P. C. Chang*, and S. H. Chen (2009)

Computers & mathematics with applications, 58, 39-47

SCI

A note on due-date assignment and single machine scheduling with a learning/aging effect

Chang, P. C.*, S. H. Chen, and V. Mani (2009)

International Journal of Production Economics, 117(1), 142-149

SCI

A Guided Memetic Algorithm with Probabilistic Models

Chen, S. H., P. C. Chang*, Qingfu Zhang, C. B. Wang (2009)

International Journal of Innovative Computing, Information and Control, 5(12B), 4753-4764

SCI-E

Development of Effective Estimation of Distribution Algorithms for Scheduling Problems

Shih-Shin Chen, Min Chih Chen, Pei-Chann Chang, and Qingfu Zhang (2009)

2009 Multidisciplinary International Scheduling Conference (MISTA 2009), Dublin, Ireland

Conference
A Self-guided Genetic Algorithm for Flowshop Scheduling Problems

Shih-Shin Chen, Pei-Chann Chang, Qingfu Zhang (2009)

Proceeding of Congress of Evolutionary Computation 2009 (CEC 2009), Trondheim, Norway

Conference
A Self-guided Genetic Algorithm with Dominance Properties for Single Machine Scheduling Problems

Chang, P. C.*, S. H. Chen and C. Y. Fan (2009)

2009 IEEE Symposium on Computational Intelligence in Scheduling (CISched 2009), Nashville, TN, U.S.A.

Conference
Convergency Analysis of Some Estimation of Distribution Algorithms in Detail

Chen, S. H. (2009)

Technical Report, NanHua University, Taiwan

Technical Report
2008
Genetic algorithm integrated with artificial chromosomes for multi-objective flowshop scheduling problems

Chang, P. C.*, S. H. Chen, C. Y. Fan, and C. L. Chan (2008)

Applied Mathematics and Computation, 205(2), 550-561

SCI

Parametric Analysis of Bi-criterion Single Machine Scheduling with a Learning Effect

Chang, P. C.*, S. H. Chen and V. Mani (2008)

International Journal of Innovative Computing, Information and Control, 4(8), 2033-2043

SCI-E

Mining Gene Structures to Inject Artificial Chromosomes for Genetic Algorithm in Single Machine Scheduling Problems

Chang, P. C.*, S. H. Chen, C. Y. Fan (2008)

Applied Soft Computing, 8(1), 767-777

SCI-E
The Self-Guided Genetic Algorithm

Shih-Shin Chen, Pei-Chann Chang, Qingfu Zhang (2008)

Proceeding of 2008 International Conference on Intelligent Computing (ICIC 2008), Shanghai, China

Conference
MOEA/D for Flowshop Scheduling Problems

Pei-Chann Chang, Shih-Shin Chen, Qingfu Zhang (2008)

Proceeding of Congress of Evolutionary Computation 2008 (CEC 2008), Hong Kong

Conference
2007
Sub-Population Genetic Algorithm with Mining Gene Structures for Flow Shop Scheduling Problems

Chang, P. C.*, S. H. Chen and C. H. Liu (2007)

Expert Systems with Applications, 33(3), 762-771

SCI
A Sub-Population Genetic Algorithm II (SPGAII) for the Bi-Criteria Knapsack Problem

Pei-Chann Chang, Shih-Shin Chen, Wei-Hsiu Huang (2007)

Second International Symposium on Intelligence Computation and Applications (ISICA 2007), Wuhan, China, September 21-23, 2007

Conference
Application of Artificial Immune System in Constructing a Financial Early Warning System: An Example of Taiwanese Banking Industry

Jih-Chang Hsieh, Shih-Hsin Chen, Pei-Chann Chang (2007)

Second International Conference on Innovative Computing, Information and Control (ICICIC '07), Kumamoto, Japan

Conference
A Genetic Algorithm with Injecting Artificial Chromosomes for Single Machine Scheduling Problems

Pei-Chann Chang, Shih-Shin Chen, and Chin-Yuan Fan (2007)

Proceeding of 2007 IEEE Symposium on Computational Intelligence in Scheduling (CISched 2007), Hawaii

Conference
A Genetic Algorithm with Dominance Properties for Single Machine Scheduling Problems

Pei-Chann Chang, Shih-Hhin Chen, Shih-Min Hsiung, Chin-Yuan Fan (2007)

Proceeding of 2007 IEEE Symposium on Computational Intelligence in Scheduling (CISched 2007), Hawaii

Conference
2006
A Global Archive with Adaptive Strategy for Sub-population Genetic Algorithm in Multiobjective Parallel-machine Scheduling Problems

Chang, P. C.*, S. H. Chen, J. C. Hsieh (2006)

Lecture Notes in Computer Science, 4221, 730-739, Springer-Verlag

The Development of a Weighted Evolving Fuzzy Neural Netwrok

Chang, P. C.*, C. H. Liu, C. H. Yeh and S. H. Chen (2006)

Lecture Notes in Artificial Intelligence, 4114, pp.212-221, Springer-Verlag

conference
Integration of Genetic Algorithm and Neural Network for Financial Early Warning System: An Example of Taiwanese Banking Industry

Jih-Chang Hsieh, Pei-Chann Chang, and Shih-Hsin Chen (2006)

Proceeding of International Conference on Innovative Computing, Information and Control (ICICIC' 2006), Beijing

Conference
Genetic Local Search Algorithms for Single Machine Scheduling Problems with Release Time

Hsieh, Jihchang, Pei-Chann Chang, and Shih-Hsin Chen (2006)

International Federation for information Processing (IFIP), Volume 207, Knowledge Enterprise: Intelligent Strategies in Product Design, Manufacturing, and Management, pp. 875-880

Conference
2005
A Robust Approach for Improving Computational Efficiency of Order-Picking Problems

Chiang, Y. M.*, S. H. Chen and K. C. Wu (2005)

Lecture Notes in Computer Science, 3682, 1007-1012

Conference
Two Phase Sub-Population Genetic Algorithm for Parallel Machine Scheduling problem

Chang, P. C.*, S. H. Chen and K. L. Lin (2005)

Expert Systems with Applications, 29(3), 705-712

SCI
2004
A Novel Approach to Improve Computation Efficiency of Order-Picking Problem in Distribution Centers

Chiang, Y.M. and S.H. Chen (2004)

Proceeding of Operational Research and Technology Management 2004 (ORTM), Taipei, Taiwan

Conference
A Study on Order-Picking and Stock Location Assignment in Distribution Centers

Chiang, Y. M., S. H. Chen, and K. C. Wu (2004)

2004 Annual Conference of Chinese Institute of Industrial Engineering, National Cheng Kung University, Taiwan

Conference
2003
The Order Picking Problem in a Distribution Center

Chiang, Y. M. and S. H. Chen (2003)

Greater China Logistics Forum 2003 – Contemporary Logistics Academic Conference, Hong Kong

Conference
Solving Order Picking Problem by Cluster Analysis and Tabu Search

Chiang, Y. M. and S. H. Chen (2003)

CSMOT 2007 Annual Conference, Hsingchu, Taiwan

Conference
A Prune-and-Search Algorithm for Solving Optimal Number of Clusters in Storage Location Assignment

Chiang, Y. M. and S. H. Chen (2003)

International Conference on Informatics, Cybernetics, and Systems 2003, Kaohsiung, Taiwan

Conference
2002
Web-based information system for distribution centers

Chiang, Y. M. and S. H. Chen (2002)

Proceeding of International Journal of Industrial Engineering and Management, Korea

Conference