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2020 – today
- 2022
[j17]Pei-Ying Hsu, Chiao-Ting Chen, Chin Chou, Szu-Hao Huang
:
Explainable mutual fund recommendation system developed based on knowledge graph embeddings. Appl. Intell. 52(9): 10779-10804 (2022)- [j16]Yu-Cen Lin, Chiao-Ting Chen, Chuan-Yun Sang, Szu-Hao Huang:
Multiagent-based deep reinforcement learning for risk-shifting portfolio management. Appl. Soft Comput. 123: 108894 (2022) - [j15]Yi-Ching Chou, Chiao-Ting Chen, Szu-Hao Huang:
Modeling behavior sequence for personalized fund recommendation with graphical deep collaborative filtering. Expert Syst. Appl. 192: 116311 (2022) - [j14]Hsin-Yi Chen, Szu-Hao Huang:
Generating a trading strategy in the financial market from sensitive expert data based on the privacy-preserving generative adversarial imitation network. Neurocomputing 500: 616-631 (2022) - [j13]Zih-Wun Wu, Chiao-Ting Chen, Szu-Hao Huang:
Poisoning attacks against knowledge graph-based recommendation systems using deep reinforcement learning. Neural Comput. Appl. 34(4): 3097-3115 (2022) - 2021
- [j12]Yu-Ying Chen, Chiao-Ting Chen, Chuan-Yun Sang, Yao-Chun Yang, Szu-Hao Huang:
Adversarial Attacks Against Reinforcement Learning-Based Portfolio Management Strategy. IEEE Access 9: 50667-50685 (2021) - [j11]Chia-Hsuan Kuo, Chiao-Ting Chen, Sin-Jing Lin, Szu-Hao Huang:
Improving Generalization in Reinforcement Learning-Based Trading by Using a Generative Adversarial Market Model. IEEE Access 9: 50738-50754 (2021) - [j10]Pei-Ying Wang, Chiao-Ting Chen, Jain-Wun Su, Ting-Yun Wang, Szu-Hao Huang:
Deep Learning Model for House Price Prediction Using Heterogeneous Data Analysis Along With Joint Self-Attention Mechanism. IEEE Access 9: 55244-55259 (2021) - [j9]Mei-See Cheong, Mei-Chen Wu, Szu-Hao Huang:
Interpretable Stock Anomaly Detection Based on Spatio-Temporal Relation Networks With Genetic Algorithm. IEEE Access 9: 68302-68319 (2021) - [j8]Szu-Hao Huang, Yu-Hsiang Miao, Yi-Ting Hsiao:
Novel Deep Reinforcement Algorithm With Adaptive Sampling Strategy for Continuous Portfolio Optimization. IEEE Access 9: 77371-77385 (2021) - [j7]Yu-Fu Chen, Szu-Hao Huang:
Sentiment-influenced trading system based on multimodal deep reinforcement learning. Appl. Soft Comput. 112: 107788 (2021) - 2020
- [j6]Lo-Yao Yeh, Peggy Joy Lu, Szu-Hao Huang, Jiun-Long Huang:
SOChain: A Privacy-Preserving DDoS Data Exchange Service Over SOC Consortium Blockchain. IEEE Trans. Engineering Management 67(4): 1487-1500 (2020)
2010 – 2019
- 2019
- [c24]Chiao-Ting Chen, Lin-Kuan Chiang, Yi-Cheng Huang, Szu-Hao Huang:
Forecasting Interaction of Exchange Rates Between Fiat Currencies and Cryptocurrencies Based on Deep Relation Networks. ICA 2019: 69-72 - [c23]Pei-Ying Wang, Chun-Shou Liu, Yao-Chun Yang, Szu-Hao Huang:
A Robo-Advisor Design using Multiobjective RankNets with Gated Neural Network Structure. ICA 2019: 77-78 - [c22]Chin Chou, Jhih-Chen Liu, Chiao-Ting Chen, Szu-Hao Huang:
Deep Learning in Model Risk Neutral Distribution for Option Pricing. ICA 2019: 95-98 - 2018
- [c21]Chiao-Ting Chen, An-Pin Chen, Szu-Hao Huang:
Cloning Strategies from Trading Records using Agent-based Reinforcement Learning Algorithm. ICA 2018: 34-37 - [c20]Pei-Ying Hsu, Chin Chou, Szu-Hao Huang, An-Pin Chen:
A Market Making Quotation Strategy Based on Dual Deep Learning Agents for Option Pricing and Bid-Ask Spread Estimation. ICA 2018: 99-104 - [c19]Yu-Ying Chen, Wei-Lun Chen, Szu-Hao Huang:
Developing Arbitrage Strategy in High-frequency Pairs Trading with Filterbank CNN Algorithm. ICA 2018: 113-116 - 2016
- [c18]Jou-Fan Chen, Wei-Lun Chen, Chun-Ping Huang, Szu-Hao Huang, An-Pin Chen:
Financial Time-Series Data Analysis Using Deep Convolutional Neural Networks. CCBD 2016: 87-92 - [c17]Hui-Hsuan Tung, Chiao-Chun Cheng, Yu-Ying Chen, Yu-Fu Chen, Szu-Hao Huang, An-Pin Chen:
Binary Classification and Data Analysis for Modeling Calendar Anomalies in Financial Markets. CCBD 2016: 116-121 - [c16]Chu-Chun Chang, Zhi-Ting Lin, Wai-Wan Koc, Chin Chou, Szu-Hao Huang:
Affinity Propagation Clustering for Intelligent Portfolio Diversification and Investment Risk Reduction. CCBD 2016: 145-150 - [c15]Chiao-Ting Chen, Chih-Yen Hsiao, Jiun-Yi Lin, Shih-Jung Huang, Yang Chang, Szu-Hao Huang:
Decision Support System for Real-Time Trading Based on On-Line Learning and Parallel Computing Techniques. CCBD 2016: 151-156 - 2015
- [j5]Szu-Hao Huang, Ying-Cheng Pan:
Automated visual inspection in the semiconductor industry: A survey. Comput. Ind. 66: 1-10 (2015) - [c14]Hsing-Chun Chang, Szu-Hao Huang, Shang-Hong Lai:
Using line consistency to estimate 3D indoor Manhattan scene layout from a single image. ICIP 2015: 4723-4727 - [c13]Chen-Ting Yeh, Tien-Yu Ho, Szu-Hao Huang, Shang-Hong Lai:
Simultaneous Stereo Rectification and Distortion Correction with Application to DoF Synthesis. PG (Short Papers) 2015: 47-52 - 2013
- [c12]Chih-Hsing Chu, Szu-Hao Huang, I-Jan Wang, Cheng-Hung Lo:
Evaluating Interactions between Appearance-Related Product Designs and Facial Characteristics. ICSSI 2013: 115-118 - [c11]Szu-Hao Huang, Ying-Cheng Pan:
Learning-based Human Fall Detection using RGB-D cameras. MVA 2013: 439-442 - 2012
- [j4]Szu-Hao Huang, Yu-I Yang, Chih-Hsing Chu:
Human-centric design personalization of 3D glasses frame in markerless augmented reality. Adv. Eng. Informatics 26(1): 35-45 (2012) - 2011
- [j3]Szu-Hao Huang, Shang-Hong Lai, Shih-Hsien Tai:
A learning-based contrarian trading strategy via a dual-classifier model. ACM Trans. Intell. Syst. Technol. 2(3): 20:1-20:20 (2011) - [c10]Tung-Ying Lee, Tsung-Yu Lin, Szu-Hao Huang, Shang-Hong Lai, Shang-Chih Hung:
People Localization in a Camera Network Combining Background Subtraction and Scene-Aware Human Detection. MMM (1) 2011: 151-160
2000 – 2009
- 2009
- [j2]Szu-Hao Huang, Yi-Hong Chu, Shang-Hong Lai, Carol L. Novak:
Learning-Based Vertebra Detection and Iterative Normalized-Cut Segmentation for Spinal MRI. IEEE Trans. Medical Imaging 28(10): 1595-1605 (2009) - 2008
- [c9]Szu-Hao Huang, Shang-Hong Lai, Carol L. Novak:
A statistical learning appproach to vertebra detection and segmentation from spinal MRI. ISBI 2008: 125-128 - [c8]Hui-Chi Zeng, Szu-Hao Huang, Shang-Hong Lai:
Real-Time Video Surveillance Based on Combining Foreground Extraction and Human Detection. MMM 2008: 70-79 - 2006
- [j1]Szu-Hao Huang, Qi-Jiunn Wu, Shang-Hong Lai:
Improved AdaBoost-based image retrieval with relevance feedback via paired feature learning. Multim. Syst. 12(1): 14-26 (2006) - [c7]Chi-Jiunn Wu, Hui-Chi Zeng, Szu-Hao Huang, Shang-Hong Lai, Wen-Hao Wang:
Learning-Based Interactive Video Retrieval System. ICME 2006: 1785-1788 - [c6]James G. Reisman, Jan Höppner, Szu-Hao Huang, Li Zhang, Shang-Hong Lai, Benjamin L. Odry, Carol L. Novak:
Robust local intervertebral disc alignment for spinal MRI. Medical Imaging: Image Processing 2006: 614406 - 2005
- [c5]Szu-Hao Huang, Qi-Jiunn Wu, Shang-Hong Lai:
Improved AdaBoost-Based Image Retrieval with Relevance Feedback via Paired Feature Learning. CIVR 2005: 660-670 - [c4]Szu-Hao Huang, Qi-Jiunn Wu, KaiYeuh Chang, Hsin-Cheang Lin, Shang-Hong Lai, Wen-Hao Wang, Yu-Sheng Tsai, Chia-Lun Chen, Guanrong Chen:
Intelligent home video management system. ITRE 2005: 176-180 - [c3]Hsin-Cheng Lin, Szu-Hao Huang, Shang-Hong Lai:
Learning-based video fast-pan detection. ITRE 2005: 181-185 - 2004
- [c2]Szu-Hao Huang, Shang-Hong Lai:
Detecting Faces from Color Video by Using Paired Wavelet Features. CVPR Workshops 2004: 64 - [c1]Szu-Hao Huang, Shang-Hong Lai:
Real-Time Face Detection in Color Video. MMM 2004: 338-345
Coauthor Index
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