Project Overview Brain tumors, prevalent across all ages, arise from complex brain structures. Abnormal cell growth forms tumors, classified as benign or malignant. Early detection is crucial, as these slow-growing masses often lack symptoms. Due to their diverse locations and effects, treatment is challenging. This project aims to leverage deep learning and machine learning for…
Project Overview In order to embrace the wave of new courses in Metaverse and further increase the development and diversity of subsequent courses, this project will use VR equipment and software to combine with data mining courses, expand data into 3D visualization, and conduct two-way interaction in the virtual space. In the new course content,…
Project Overview This project aims to build an integrated system for competitive table tennis using intelligent technology and multidisciplinary research. Key areas include talent selection, pressure assessment, injury prevention, and tactical analysis. This aims to improve player performance, inform opponent strategies, and advance both table tennis and sports science. By bringing together experts from various…
Project Overview In today’s society with diverse challenges, exploring solutions through Artificial Intelligence (AI) technology has become a global trend. However, classroom learning often lacks context and real-world application. This project addresses this by leveraging the Sustainable Development Goals (SDGs) framework. Students explore datasets related to the SDGs and apply data mining techniques to develop…
Project Review The main purpose is to build a deep learning model for the detection of breast tumors in ultrasound images. This will help doctors to reduce the time it takes to read ultrasound images and to diagnose breast tumors more accurately, thereby helping patients to receive treatment as early as possible. This project is…
Project Overview With the rapid growth of the Internet, the amount of text data has also grown exponentially. This data can be used to obtain information for decision-making. Text analysis can effectively obtain potential information, which may include public opinion, product usage opinions, or market trend information. How to extract important features from text is…
Project Overview With the mature development of the Internet and virtual communities, how to accurately analyze potential and future development trends from the massive document data of online communities will be an important emerging topic in the field of humanities and social sciences. Therefore, in the first year of this project, we hope to use…
Project Overview This research project is divided into three phases. In the first year, a fast and effective system will be developed based on machine learning models to detect malicious Android apps. In the second year, the knowledge representation characteristics of the system will be used to effectively outline the unchangeable behavior features of mobile…
Project Overview As fingerprint recognition and retina scanning technology become increasingly widespread in the field of biometrics, scientists have begun to focus on brain science. Because the brain waves generated by each person are unique when stimulated by external stimuli, non-invasive electrodes can be attached to the cerebral cortex to record brain wave fluctuations using…
Project Overview This program aims to encourage collaboration between universities and high schools to promote information science education at the high school level. It provides high school students with opportunities to learn about the information technology industry and information science. The main development directions of this program are: (1) Offering introductory programming courses: To equip participating…