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A Concept-Drift-Based Technique for Trading Strategy Portfolio Dynamic Adjustment in Streaming Data Environments

Chun-Hao Chen, Chieh-Shu Jaun, Chao-Chun Chen, Tzung-Pei Hong

Communications in Computer and Information Science | Book Chapter

2027

A hybrid memetic optimization framework with the diverse technical indicator pool for finding adaptive and profitable trading strategies

Chun-Hao Chen, Kudakwashe Chideme, Yu-Lun Huang, Tzung-Pei Hong

Expert Systems with Applications | Journal Article

10.1016/j.eswa.2026.133666

2027

Interpretable Uroflow Pattern Recognition and Key Parameter Identification for Clinical Assessment

Ja-Hwung Su, Xiang-Ding Lee, Yuan-Chi Shen, Hsin-En Jin, Tzung-Pei Hong, Yao-Chi Chuang, Yue-Lin Jiang, Siang-Cian Yen

International Journal of Clinical Practice | Journal Article

10.1155/ijcp/6811388

2026

Computational Intelligence in Engineering Science

Communications in Computer and Information Science | Book

10.1007/978-3-031-98170-8

2026

Computational Intelligence in Engineering Science

Communications in Computer and Information Science | Book

10.1007/978-3-032-21625-0

2026

Computational Intelligence in Engineering Science

Communications in Computer and Information Science | Book

10.1007/978-3-031-98161-6

2026

Computational Intelligence in Engineering Science

Communications in Computer and Information Science | Book

10.1007/978-3-032-21631-1

2026

Recent Challenges in Intelligent Information and Database Systems

Communications in Computer and Information Science | Book

10.1007/978-981-92-0263-8

2026

Recent Challenges in Intelligent information and Database Systems

Communications in Computer and Information Science | Book

10.1007/978-981-92-0068-9

2026

Intelligent Information and Database Systems

Lecture Notes in Computer Science | Book

10.1007/978-981-92-0071-9

2026

Erasable Itemset Mining with Itemset-Range Constraints by Utilizing Bit Vectors and Data Shrinking

Tzung-Pei Hong, Jyun Lin, Wei-Ming Huang, Yu-Chuan Tsai, Chun-Hao Chen

Lecture Notes in Computer Science | Book Chapter

10.1007/978-981-92-0071-9_37

2026

GARDA: Granular Association-rule-based Data Imputation Approach for IoT Sensor Networks

Giuseppe D’Aniello, Mario Della Corte, Rosario Gaeta, Tzung-Pei Hong

IEEE Internet of Things Journal | Journal Article

10.1109/jiot.2026.3704862

2026

Computational Intelligence in Engineering Science

Communications in Computer and Information Science | Book

10.1007/978-3-032-21628-1

2026

Computational Intelligence in Engineering Science

Communications in Computer and Information Science | Book

10.1007/978-3-031-98164-7

2026

Computational Intelligence in Engineering Science

Communications in Computer and Information Science | Book

10.1007/978-3-031-98167-8

2026

Intelligent Information and Database Systems

Lecture Notes in Computer Science | Book

10.1007/978-981-92-0074-0

2026

Numerical Simulation of the Kudryashov–Sinelshchikov Equation for Modeling Pressure Waves in Liquids with Gas Bubbles

Gayatri Das, Bibekananda Sitha, Rajesh Kumar Mohapatra, Predrag Stanimirović, Tzung-Pei Hong

Mathematics | Journal Article

10.3390/math14040710

2026

A novel distance-based evaluation strategy for spherical neutrosophic environments

Quang-Thinh Bui, Tram B. T. Tran, My-Phuong Ngo, Tzung-Pei Hong, Bay Vo

Journal of Applied Mathematics and Computing | Journal Article

10.1007/s12190-024-02291-1

2025

Effective Tumor Annotation for Automated Diagnosis of Liver Cancer

Yi-Hsuan Chuang, Ja-Hwung Su, Tzu-Chieh Lin, Hue-Xin Cheng, Pin-Hao Shen, Jin-Ping Ou, Ding-Hong Han, Yi-Wen Liao, Yeong-Chyi Lee, Yu-Fan Cheng, Tzung-Pei Hong, Katherine Shu-Min Li, Yi Lu, Chih-Chi Wang

IEEE Journal of Translational Engineering in Health and Medicine | Journal Article

10.1109/jtehm.2025.3576827

2025

Recent Challenges in Intelligent Information and Database Systems

Communications in Computer and Information Science | Book

10.1007/978-981-96-5884-8

2025

Intelligent Information and Database Systems

Lecture Notes in Computer Science | Book

10.1007/978-981-96-6008-7

2025

Recent Challenges in Intelligent Information and Database Systems

Communications in Computer and Information Science | Book

10.1007/978-981-96-5881-7

2025

Mining Erasable Patterns Using the Bitmap Method in Quantitative Component Databases

Tzung-Pei Hong, Da Chen, Wei-Ming Huang, Yu-Chuan Tsai

Lecture Notes in Computer Science | Book Chapter

10.1007/978-981-96-6008-7_6

2025

Recent Challenges in Intelligent Information and Database Systems

Communications in Computer and Information Science | Book

10.1007/978-981-96-5887-9

2025

Intelligent Information and Database Systems

Lecture Notes in Computer Science | Book

10.1007/978-981-96-6005-6

2025

Graph-induced topological space: from topologies to separation axioms

Quang-Thinh Bui, Thanh Nha Nguyen, Tzung-Pei Hong, Bay Vo

Soft Computing | Journal Article

10.1007/s00500-025-10633-9

2025

An Optimization Approach for Finding Diverse Trading Strategy Portfolio Using the Memetic Algorithm

Chun-Hao Chen, Low-Wei Hsu, Tzung-Pei Hong

Lecture Notes in Computer Science | Book Chapter

10.1007/978-981-97-4982-9_25

2024

Conditional-GAN-Based Face Inpainting Approaches With Symmetry and View-Degree Utilization

Tzung-Pei Hong, Jin-Hang Wu, Ja-Hwung Su, Tang-Kai Yin

IEEE Access | Journal Article

10.1109/access.2024.3417442

2024

Intelligent Systems Design and Applications

Lecture Notes in Networks and Systems | Book

10.1007/978-3-031-64836-6

2024

Recent Challenges in Intelligent Information and Database Systems

Communications in Computer and Information Science | Book

10.1007/978-981-97-5934-7

2024

Recent Challenges in Intelligent Information and Database Systems

Communications in Computer and Information Science | Book

10.1007/978-981-97-5937-8

2024

Intelligent Computing for Sustainable Development

Communications in Computer and Information Science | Book

10.1007/978-3-031-61298-5

2024

Intelligent Computing for Sustainable Development

Communications in Computer and Information Science | Book

10.1007/978-3-031-61287-9

2024

Intelligent Information and Database Systems

Lecture Notes in Computer Science | Book

10.1007/978-981-97-4985-0

2024

Intelligent Information and Database Systems

Lecture Notes in Computer Science | Book

10.1007/978-981-97-4982-9

2024

Using Tree Structures for Maintenance of High Fuzzy Utility Itemsets

Tzung-Pei Hong, Wei-Teng Hung, Yu-Chuan Tsai, Wei-Ming Huang

The Review of Socionetwork Strategies | Journal Article

10.1007/s12626-024-00172-4

2024

Mining Erasable Itemsets from a Product Database with Quantitative Components

Tzung-Pei Hong, Da Chen, Wei-Ming Huang, Yu-Chuan Tsai

Proceedings of the 2024 11th Multidisciplinary International Social Networks Conference | Proceedings Article

10.1145/3675669.3675698

2024

A Noise Resistant Credibilistic Fuzzy Clustering Algorithm on a Unit Hypersphere with Illustrations Using Expression Data

Zhengbing Hu, Mark Last, Tzung-Pei Hong, Oleksii K. Tyshchenko, Esha Kashyap

Lecture Notes on Data Engineering and Communications Technologies | Book Chapter

10.1007/978-3-031-16203-9_32

2023

Recent Challenges in Intelligent Information and Database Systems

Communications in Computer and Information Science | Book

10.1007/978-3-031-42430-4

2023

Intelligent Information and Database Systems

Lecture Notes in Computer Science | Book

10.1007/978-981-99-5837-5

2023

Intelligent Information and Database Systems

Lecture Notes in Computer Science | Book

10.1007/978-981-99-5834-4

2023

An Accelerated Optimization Approach for Finding Diversified Industrial Group Stock Portfolios with Natural Group Detection

Chun-Hao Chen, Jonathan Coupe, Tzung-Pei Hong

Mathematics | Journal Article

10.3390/math11143144

2023

Maintenance of High Fuzzy Utility Itemsets Using the Pre-Large-Itemset Concept and Tree Structure

Tzung-Pei Hong, Wei-Teng Hung, Yu-Chuan Tsai, Wei-Ming Huang

The 10th Multidisciplinary International Social Networks Conference | Proceedings Article

10.1145/3624875.3624895

2023

Intelligent Information and Database Systems

Lecture Notes in Computer Science | Book

10.1007/978-3-031-21967-2

2022

Effective Natural Language Processing and Interpretable Machine Learning for Structuring CT Liver-Tumor Reports

Yi-Hsuan Chuang, Ja-Hwung Su, Ding-Hong Han, Yi-Wen Liao, Yeong-Chyi Lee, Yu-Fan Cheng, Tzung-Pei Hong, Katherine Shu-Min Li, Hsin-You Ou, Yi Lu, Chih-Chi Wang

IEEE Access | Journal Article

10.1109/access.2022.3218646

2022

Applicable Metamorphic Testing for Erasable-Itemset Mining

Tzung-Pei Hong, Chen-Chia Chiu, Ja-Hwung Su, Chun-Hao Chen

IEEE Access | Journal Article

10.1109/access.2022.3165656

2022

Using GPUs to Speed Up Genetic-Fuzzy Data Mining with Evaluation on All Large Itemsets

Chun-Hao Chen, Yu-Qi Huang, Tzung-Pei Hong

Lecture Notes in Computer Science | Book Chapter

10.1007/978-3-031-21743-2_2

2022

Intelligent Information and Database Systems

Lecture Notes in Computer Science | Book

10.1007/978-3-031-21743-2

2022

Smart Sensor Networks

Studies in Big Data | Book

10.1007/978-3-030-77214-7

2022

An Advanced Optimization Approach for Long-Short Pairs Trading Strategy Based on Correlation Coefficients and Bollinger Bands

Chun-Hao Chen, Wei-Hsun Lai, Shih-Ting Hung, Tzung-Pei Hong

Applied Sciences | Journal Article

10.3390/app12031052

2022

A Multi-Scale Convolutional Neural Network for Rotation-Invariant Recognition

Tzung-Pei Hong, Ming-Jhe Hu, Tang-Kai Yin, Shyue-Liang Wang

Electronics | Journal Article

10.3390/electronics11040661

2022

A One-Phase Tree-Structure Method to Mine High Temporal Fuzzy Utility Itemsets

Tzung-Pei Hong, Cheng-Yu Lin, Wei-Ming Huang, Shu-Min Li, Shyue-Liang Wang, Jerry Chun-Wei Lin

Applied Sciences | Journal Article

10.3390/app12062821

2022

On the Number of Finite Fuzzy Subsets with Analysis of Integer Sequences

Rajesh Kumar Mohapatra, Tzung-Pei Hong

Mathematics | Journal Article

10.3390/math10071161

2022

Genetic Approach for Joint Transmission Grouping in Next-Generation Cellular Networks

Yu-Po Kuo, Ya-Ju Yu, Tzung-Pei Hong, Wei-Kuang Lai

Sensors | Journal Article

10.3390/s22197147

2022

High-performance content-based music retrieval via automated navigation and semantic features

Ja-Hwung Su, Tzung-Pei Hong, Yu-Tang Chen, Chu-Yu Chin

Engineering Applications of Artificial Intelligence | Journal Article

10.1016/j.engappai.2022.105267

2022

Incremental High Fuzzy Utility Itemset Mining

Tzung-Pei Hong, Wei-Teng Hung, Wei-Ming Huang, Yu-Chuan Tsai

Proceedings of the 9th Multidisciplinary International Social Networks Conference | Proceedings Article

10.1145/3561278.3561294

2022

Recent Challenges in Intelligent Information and Database Systems

Communications in Computer and Information Science | Book

10.1007/978-981-16-1685-3

2021

A SPEA-Based Group Trading Strategy Portfolio Optimization Algorithm

Chun-Hao Chen, Chong-You Ye, Yeong-Chyi Lee, Tzung-Pei Hong

Lecture Notes in Computer Science | Book Chapter

10.1007/978-3-030-73280-6_46

2021

An Effective Correlation-Based Pair Trading Strategy Using Genetic Algorithms

Chun-Hao Chen, Wei-Hsun Lai, Tzung-Pei Hong

Lecture Notes in Computer Science | Book Chapter

10.1007/978-3-030-88081-1_19

2021

SFCM: A Fuzzy Clustering Algorithm of Extracting the Shape Information of Data

Quang-Thinh Bui, Bay Vo, Vaclav Snasel, Witold Pedrycz, Tzung-Pei Hong, Ngoc-Thanh Nguyen, Mu-Yen Chen

IEEE Transactions on Fuzzy Systems | Journal Article

10.1109/tfuzz.2020.3014662

2021

A Bitmap Approach for Mining Erasable Itemsets

Tzung-Pei Hong, Wei-Ming Huang, Guo-Cheng Lan, Ming-Chao Chiang, Jerry Chun-Wei Lin

IEEE Access | Journal Article

10.1109/access.2021.3100584

2021

Using Tree Structure to Mine High Temporal Fuzzy Utility Itemsets

Tzung-Pei Hong, Cheng-Yu Lin, Wei-Ming Huang, Katherine Shu-Min Li, Leon Shyue-Liang Wang, Jerry Chun-Wei Lin

IEEE Access | Journal Article

10.1109/access.2020.3018155

2020

A New Clinical Spectrum for the Assessment of Nonalcoholic Fatty Liver Disease Using Intelligent Methods

Aman Singh, Pinku Nath, Vivek Singhal, Divya Anand, Kavita, Sahil Verma, Tzung-Pei Hong

IEEE Access | Journal Article

10.1109/access.2020.3011289

2020

An Efficient Method for Mining Closed Potential High-Utility Itemsets

Bay Vo, Loan T. T. Nguyen, Nguyen Bui, Trinh D. D. Nguyen, Van-Nam Huynh, Tzung-Pei Hong

IEEE Access | Journal Article

10.1109/access.2020.2974104

2020

Automatic Parameter Setting in Hough Circle Transform

Pei-Yu Huang, Chih-Sheng Hsu, Tzung-Pei Hong, Yan-Zhih Wang, Shin-Feng Huang, Shu-Min Li

Lecture Notes in Computer Science | Book Chapter

10.1007/978-3-030-41964-6_45

2020

Cluster-Based Membership Function Acquisition Approaches for Mining Fuzzy Temporal Association Rules

Chun-Hao Chen, Hsiang Chou, Tzung-Pei Hong, Yusuke Nojima

IEEE Access | Journal Article

10.1109/access.2020.3004095

2020

Mining Correlated High Utility Itemsets in One Phase

Bay Vo, Le V. Nguyen, Vinh V. Vu, Mi T. H. Lam, Thuy T. M. Duong, Ly T. Manh, Thuy T. T. Nguyen, Loan T. T. Nguyen, Tzung-Pei Hong

IEEE Access | Journal Article

10.1109/access.2020.2994059

2020

An Efficient Method for Mining Top-K Closed Sequential Patterns

Thi-Thiet Pham, Tung Do, Anh Nguyen, Bay Vo, Tzung-Pei Hong

IEEE Access | Journal Article

10.1109/access.2020.3004528

2020

Efficient Algorithm for Mining Non-Redundant High-Utility Association Rules

Thang Mai, Loan T.T. Nguyen, Bay Vo, Unil Yun, Tzung-Pei Hong

Sensors | Journal Article

10.3390/s20041078

2020

Post-Analysis Framework for Mining Actionable Patterns Using Clustering and Genetic Algorithms

Chun-Hao Chen, Ji-Syuan He, Tzung-Pei Hong, Subbaiya Rammohan Kannan

IEEE Access | Journal Article

10.1109/access.2019.2933505

2019

An Effective Approach for the Diverse Group Stock Portfolio Optimization Using Grouping Genetic Algorithm

Chun-Hao Chen, Cheng-Yu Lu, Tzung-Pei Hong, Jerry Chun-Wei Lin, Matteo Gaeta

IEEE Access | Journal Article

10.1109/access.2019.2949055

2019

Effective Quality-Aware Sensor Data Management

Giuseppe D'Aniello, Matteo Gaeta, Tzung-Pei Hong

IEEE Transactions on Emerging Topics in Computational Intelligence | Journal Article

10.1109/tetci.2017.2782800

2018

EHAUPM: Efficient High Average-Utility Pattern Mining With Tighter Upper Bounds

Jerry Chun-Wei Lin, Shifeng Ren, Philippe Fournier-Viger, Tzung-Pei Hong

IEEE Access | Journal Article

10.1109/access.2017.2717438

2017

Temporal-Based Fuzzy Utility Mining

Wei-Ming Huang, Tzung-Pei Hong, Guo-Cheng Lan, Ming-Chao Chiang, Jerry Chun-Wei Lin

IEEE Access | Journal Article

10.1109/access.2017.2774510

2017

An Incremental High‐Utility Mining Algorithm with Transaction Insertion

Jerry Chun-Wei Lin, Wensheng Gan, Tzung-Pei Hong, Binbin Zhang

The Scientific World Journal | Journal Article

10.1155/2015/161564

2015

A Two-Dimensional Genetic Algorithm and Its Application to Aircraft Scheduling Problem

Ming-Wen Tsai, Tzung-Pei Hong, Woo-Tsong Lin

Mathematical Problems in Engineering | Journal Article

10.1155/2015/906305

2015

Robust fuzzy clustering algorithms in analyzing high-dimensional cancer databases.

Kannan, S.R., R. Devi, S. Ramathilagam, T.P. Hong and A. Ravikumar,

Applied Soft Comput., | Journal Article

10.1016/j.asoc.2015.05.035

Tzung-Pei Hong

2015

RWFIM: Recent weighted-frequent itemsets mining.

Lin, J.C.W., W. Gan, P. Fournier-Viger and T.P. Hong,

Eng. Applic. Artificial Intell., | Journal Article

10.1016/j.engappai.2015.06.009

Tzung-Pei Hong

2015

Fast updated frequent-itemset lattice for transaction deletion.

Vo, B., T. Le, T.P. Hong and B. Le,

Data Knowledge Eng., | Journal Article

10.1016/j.datak.2015.04.006

Tzung-Pei Hong

2015

A novel method for constrained class-association rule mining.

Nguyen, D., L.T.T. Nguyen, B. Vo and T.P. Hong,

Inform. Sci., | Journal Article

10.1016/j.ins.2015.05.006

Tzung-Pei Hong

2015

Updating the sequential patterns in dynamic databases for customer sequences deletion.

Lin, C.W., T.P. Hong and G.C. Lan,

J. Internet Technol., | Journal Article

10.6138/JIT.2015.16.3.20130619

Tzung-Pei Hong

2015

Edge types vs privacy in K-anonymization of shortest paths.

Tsai, Y.C., S.L. Wang, H.Y. Kao and T.P. Hong,

Applied Soft Comput., | Journal Article

10.1016/j.asoc.2015.03.005

Tzung-Pei Hong

2015

Fuzzy utility mining with upper-bound measure.

Lan, G.C., T.P. Hong, Y.H. Lin and S.L. Wang,

Applied Soft Comput., | Journal Article

10.1016/j.asoc.2015.01.055

Tzung-Pei Hong

2015

A fast updated high utility pattern trees for transaction deletion.

Lin, C.W., G.C. Lan, T.P. Hong and Y.Y. Wang,

J. Internet Technol., | Journal Article

Tzung-Pei Hong

2015

Using the group genetic algorithm to improve performance of attribute clustering.

Hong, T.P., C.H. Chen and F.S. Lin,

Applied Soft Comput., | Journal Article

Tzung-Pei Hong

2015

Updating the built prelarge fast updated sequential pattern trees with sequence modification.

Lin, J.C.W., W. Gan, T.P. Hong and J. Zhang,

Int. J. Data Warehousing Mining, | Journal Article

10.4018/ijdwm.2015010101

Tzung-Pei Hong

2015

Mining high utility itemsets for transaction deletion in a dynamic database.

Lin, C.W., G.C. Lan and T.P. Hong,

Intell. Data Anal., | Journal Article

Tzung-Pei Hong

2015

Tightening upper bounds for mining weighted frequent itemsets.

Lan, G.C., T.P. Hong, H.Y. Lee and C.W. Lin,

Intell. Data Anal., | Journal Article

10.3233/IDA-150723

Tzung-Pei Hong

2015

The ga-based algorithms for optimizing hiding sensitive itemsets through transaction deletion.

Lin, C.W., T.P. Hong, K.T. Yang and S.L. Wang,

Appl. Intell., | Journal Article

10.1007/s10489-014-0590-5

Tzung-Pei Hong

2015

A CMFFP-tree algorithm to mine complete multiple fuzzy frequent itemsets.

Lin, J.C.W., T.P. Hong and T.C. Lin,

Applied Soft Comput., | Journal Article

10.1016/j.asoc.2014.11.049

Tzung-Pei Hong

2015

A GA-Based Approach to Hide Sensitive High Utility Itemsets

Chun-Wei Lin, Tzung-Pei Hong, Jia-Wei Wong, Guo-Cheng Lan, Wen-Yang Lin

The Scientific World Journal | Journal Article

10.1155/2014/804629

2014

A High-Performance Genetic Algorithm: Using Traveling Salesman Problem as a Case

Chun-Wei Tsai, Shih-Pang Tseng, Ming-Chao Chiang, Chu-Sing Yang, Tzung-Pei Hong

The Scientific World Journal | Journal Article

10.1155/2014/178621

2014

Theory and Applications of Evolutionary Computation

Tzung-Pei Hong, Chuan-Kang Ting, Oliver Kramer

Applied Computational Intelligence and Soft Computing | Journal Article

10.1155/2010/360796

2010

Tzung-Pei Hong

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Publications (93)