Publication
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Periodical Paper(期刊論文)
- Ming-Fu Hsu* (2019), A Fusion Mechanism for Management Decision and Risk Analysis. Cybernetics and Systems, 50, pp. 497-515 (SCI)
- S.-J. Lin, Ming-Fu Hsu* (2018), Decision making by extracting soft information from CSR news report. Technological and Economic Development of Economy, 24, pp. 1344-1361 (SSCI)
- Ming-Fu Hsu*, C. C. Yeh, S.-J. Lin (2018), Integrating Dynamic Malmquist DEA and Social Network Computing for Advanced Management Decisions. Journal of Intelligent & Fuzzy Systems, 35, pp. 231-241 (SCI)
- T.-M. Chang, Ming-Fu Hsu* (2018) Integration of incremental filter-wrapper selection strategy with artificial intelligence for enterprise risk management. International Journal of Machine Learning and Cybernetics 9 (3), pp. 477-489 (SCI)
- T.-M. Chang, Ming-Fu Hsu*, S.-J. Lin (2018), Integrated News Mining Technique and AI-Based Mechanism for Corporate Performance Forecasting. Information Sciences, 424, pp. 273-286. (SCI)
- S. J. Lin, Ming-Fu Hsu* (2017), Incorporated risk metrics and hybrid AI techniques for risk management. Neural Computing and Applications 28(11), pp.3477-3489. (SCI)
- P.-F. Pai, Y.-S. Tan, Ming-Fu Hsu (2015) Credit rating analysis by the decision-tree support vector machine with ensemble strategies, International Journal of Fuzzy Systems 17 (4), 521-530 (SCI)
- S.-J. Lin, C.-S. Wang, Ming-Fu Hsu* (2014) Selection of multiple combination strategies for risk assessment. Cybernetics and Systems 45 (8), 622-634 (SCI)
- C.-H. Shih, S.-J. Lin, Ming-Fu Hsu (2014) Detection of financial information manipulation by an ensemble-based mechanism. Neural Network World 5(14), 479-499 (SCI)
- S.-J. Lin, Ming-Fu Hsu* (2014) Enhanced risk management by an emerging multi-agent architecture. Connection Science 26(3), 245-259 (SCI)
- J.-J. Liao, C.-H. Shih, T.-F. Chen, Ming-Fu Hsu (2014) An ensemble-based model for two-class imbalanced financial problem. Economic Modelling 37, 175-183 (SSCI)
- P.-F. Pai, Ming-Fu Hsu, L. Lin (2013) Enhancing Decisions with Life Cycle Analysis for Risk Management. Neural Computing and Applications 24(7–8), 1717-1724 (SCI)
- S.-J. Lin, C. Chang, Ming-Fu Hsu (2013) Multiple extreme learning machines for a two-class imbalance corporate life cycle prediction. Knowledge-Based Systems 39, 214-223 (SCI)
- T.-C. Wu, Ming-Fu Hsu*(2012) Credit risk assessment and decision making by a fusion approach. Knowledge-Based Systems 35, 102-110 (SCI)
- Hsu, Ming-Fu and P.-F. Pai (2013) Incorporating support vector machines with multiple criteria decision making for financial crisis analysis. Quality & Quantity 47(6), 3481–3492 (SSCI)
- P.-F. Pai, Ming-Fu Hsu, M.-C. Wang (2011) A support vector machine-based model for detecting top management fraud. Knowledge-Based Systems 24(2), 314-321 (SCI)
研討會論文(Conference Papers)
- Pamyl Chou, Paul Jehnley Chou, Ming-Fu Hsu, T.-M. Chang, F.-H. Chen, S.-J. Lin, Integrated Annual Report Readability and Dominance-based Rough Set Theory to Forecast Corporate's Operating Performance, 2019 IEEE 8th Global Conference on Consumer Electronics (GCCE 2019)
- K.-P. Lin,T.-M. Chang, Ming-Fu Hsu, S.-J. Lin, William S. Chao, A Structure-Behavior Coalescence Method for Integrating SysML Internal Block Diagram with Activity Diagram, 2019 10th IEEE Control and System Graduate Research Colloquium (ICSGRC 2019)
- T.-M. Chang, F.-H. Chen, S.-J. Lin, Ming-Fu Hsu*, Integrated multiple DEA specifications and visualization technique for advanced management analysis and decision, 20th IEEE International Conference on Mobile Data Management (MDM 2019--MobiSocial)
- T.-M. Chang, C.-H Lin, Ming-Fu Hsu, H.-Y Kao, S.-J. Lin, Intelligent Healthcare Website Design with Keyword Cues to Facilitate Online Health Information Search (KES-InMed-2019)
- Ming-Fu Hsu*, S.-J. Lin, T.-M. Chang, F.-H. Chen, The Impact of CSR’s Multi-dimensions on Performance Assessment: A Joint Utilization of Latent Topic Modelling and Support Vector Machine. 2018 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2018) —Ministry of Science and Technology Recommended
- T. M. Chang, G. S. Hu. Ming-Fu Hsu*, S. J. Lin, Incorporating Soft Information from Financial News Media for Management Decision in Dynamic Business Environments, 2017 Pre-ICIS Workshop on Accounting Information Systems (ICIS 2017)- Ministry of Science and Technology Recommended
- T. M. Chang, Ming-Fu Hsu*, G. H. Hu, K. P. Lin, Integration of Social Media News Mining and Text Mining Techniques to Determine a Corporate’s Competitive Edge, Pacific Asia Conference on Information Systems (PACIS 2017) - Ministry of Science and Technology Recommended
- T. M. Chang, Ming-Fu Hsu*, G. H. Hu, K. P. Lin, Salient Corporate Performance Forecasting based on Financial and Textual Information, 2016 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2016) - Ministry of Science and Technology Recommended
- T.-M. Chang, C.-H. Sung, G.-H. Hu, Ming-Fu Hsu*, K.-P. Lin, 『Identifying Highly Potential Enterprises with Social Computing on Supply Chain Networks』, The 8th IEEE International Conference on Social Computing and Networking (SocialCom 2015) - Ministry of Science and Technology Recommended
- J.-H. Wu, S.-S. Shin, T.-M. Chang, A. Gupta, Ming-Fu Hsu, Ex-Ante PLM Misfit Analysis Methodology: A Cognitive Fit Approach, Pacific Asia Conference on Information Systems (PACIS 2015 ) - Ministry of Science and Technology Recommended
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