A5114859980- Anomaly Detection Techniques and Applications
- Advanced Neural Network Applications
- Advanced Malware Detection Techniques
- Quantum Dots Synthesis And Properties
- Engineering and Environmental Studies
- Energy Load and Power Forecasting
- Adversarial Robustness in Machine Learning
- Perovskite Materials and Applications
- Efficiency Analysis Using DEA
- Stock Market Forecasting Methods
- Chalcogenide Semiconductor Thin Films
- Complex Systems and Time Series Analysis
- Blockchain Technology Applications and Security
Tamkang University
2024
National Taiwan Normal University
2021
CTBC Business School
2018-2019
National Taiwan University
2017
Since deep neural networks may classify out-of-distribution image data into in-distribution classes with high confidence scores, this problem cause serious or even fatal hazards in certain applications, such as autonomous vehicles and medical diagnosis. Therefore, detection (also called anomaly outlier detection) of classification has become a critical issue for the successful development networks. In other words, network needs to be able distinguish anomalous that is significantly different...
Bitcoin is a peer-to-peer (P2P) electronic currency that allows online payments around the world without management of third party. Many studies have been conducted on performance prediction stock market; in particular, Autoregressive Integrated Moving Average model (ARIMA) one linear regressive models widely used time series. Nevertheless, as artificial intelligence has become heated research topic modern days, A number also shown Back-propagation Neural Network (BPNN) very effective...
The U.S. Subprime Mortgage Crisis in 2008 led many financial institutions, including those the securities industry, to verge of bankruptcy. As industry has a pivotal position markets, this study aims use Data Envelopment Analysis (DEA) discuss efficiency after Financial Tsunami. In addition, paper integrates concept Boston Consulting Group (BCG) matrix categorize values two-stage DEA management strategy and analyze trajectory. Moreover, verify whether there is any difference various stages...
In this research, the sandwich evaporation technique (SET) process was exploited to fabricate perovskite solar cells. SET process, use of seed layer MAI and double-interdiffusion exhibit great uniformity coverage film in ascendant. Also, quality is further enhanced with deposition environment controlling (DEC) method. The solvent-induced effectively decelerates reaction rate achieve better formation. maximum grain size beyond than 900nm highest efficiency more 14.5%.