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Tsung-Nan Chou

Observed names: TSUNG-NAN CHOU, Tsung-nan Chou, Tsungnan Chou
ORCID: 0000-0001-9093-682X
Observed ORCID: 0000-0001-9093-682X
OpenAlex ID: A5021654198
Predicting Credit Card Defaults with Deep Learning and Other Machine Learning Models
2018 · Tsungnan Chou, Mingmin Lo · International Journal of Computer Theory and Engineering · 27
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An Explainable Hybrid Model for Bankruptcy Prediction Based on the Decision Tree and Deep Neural Network
2019 · Tsung-Nan Chou · IEEE International Conference on Knowledge Innovation and Invention (ICKII) · 26
Hybrid Classifier Systems for Intrusion Detection
2009 · Te-Shun Chou, Tsung-Nan Chou · Annual Communication Networks and Services Research Conference (CNSR) · 19
Apply an Integrated Responsible AI Framework to Sustain the Assessment of Learning Effectiveness
2023 · Tsung-Nan Chou · International Conference on Computer Supported Education · 9
A Novel Prediction Model for Credit Card Risk Management
2007 · Tsung-Nan Chou · International Conference on Innovative Computing, Information and Control · 7
A Practical Grafting Model Based Explainable AI for Predicting Corporate Financial Distress
2019 · Tsung-Nan Chou · Lecture notes in business information processing · 6
The prediction of stock returns with regression approaches and feature extraction
2016 · Chrits Liew, Tsung-Nan Chou · Journal of administrative and business studies · 3
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Combined Grey Relational Analysis and Weighted Synthesis for Housing Price Prediction
2016 · WEIPENG TAN, TSUNG-NAN CHOU · International Journal of Business and Administrative Studies · 3
Apply Two-Stage Grey Incidence Analysis with Dynamic Weights to Improve the Quality of Default Prediction
2015 · Tsung-Nan Chou · 品質學報 · 2
Leveraging Machine Learning to Evaluate the ESG Performance of Listed and OTC Firms in a Small Open Economy
2026 · Hui-Juan Xiao, Tsung-Nan Chou, et al. · Applied System Innovation · 1
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Deep Learning Applications in Pattern Analysis Based on Polar Graph and Contour Mapping
2018 · Yi-Chi Tsai, Tsung-Nan Chou · 1
Performance Comparison of Three Data Mining Models for Business Tax Audit
2014 · Tsung-Nan Chou · 1
Causal Inference for Interpretable ESG Prediction: Comparing Machine Learning and Fine-Tuned LLMs
2026 · Tsung-Nan Chou · International Multi-Conference on Systems, Signals & Devices (SSD)
SEPath: A Self-Evolving Framework for Auditable Financial Reasoning via KG-Guided Adaptive CoT and Constrained ReAct
2026 · Tsung-Nan Chou · International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
A Prototype System Using Causal Inference and Machine Learning Models to Estimate ESG Ratings for SMEs
2024 · Tsung-Nan Chou · IEEE International Symposium on Computational Intelligence and Informatics (CINTI)
Perception of patterns and trends in financial markets using polar graph and contour mapping
2017 · Tsung-Nan Chou · International Conference on Awareness Science and Technology (iCAST)
應用灰色預測與演化式??經網?建構台灣加權股價指?之預測模式
2007 · 周宗南, 王惠娟, et al. · 朝陽學報
Using Neural Network and Genetic Programming Techniques to Forecast Inter-Commodity Spreads
2007 · Meng-feng Yen, Tsung-nan Chou, et al. · International Conference on Innovative Computing, Information and Control
Inter-Commodity Spread Trading Using Neural Network and Genetic Programming Techniques
2006 · Meng-Feng Yen, Tsung-Nan Chou, et al. · Advances in intelligent systems research/Advances in Intelligent Systems Research
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Works count: 19
Citation count: 105
H-index: 6
I10-index: 3
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