張書銘

Exploring Automatic Part-of-Speech Tagging in Tsou

應用數學系・共同指導：張永利

詞性標註、鄒語、低資源語言、大型語言模型、LoRA、Part-Of-Speech Tagging、Tsou、Low-Resource Language、Large Language Model

Using Deep Learning for Epivascular Glia Medical Image Segmentation

數據科學與工程研究所

眼科光學斷層掃描、深度學習、醫學影像分割、全卷積網路、影像處理、血管上膠質細胞、Optical Coherence Tomography、Deep learning、Medical image segmentation、Fully convolutional networks、Image processing、Epivascular Glia

Statistical Analysis of Treatments for Choroidal Neovascularization and Fluid in Age-related Macular Degeneration

數據科學與工程研究所

相關性分析、回歸、無母數統計、老年性黃斑病變、脈絡膜新生血管、滲出液、Correlation analysis、Regression、Non-Parametric Analysis、Age-related Macular Degeneration、Choroidal Neovascularization、Fluid

Automated segmenting retinal fluid by using U-net based model and retinal image analysis application

數據科學與工程研究所

眼科光學斷層掃描、深度學習、全卷積網路、影像處理、視網膜滲出液、醫學影像分割、Optical Coherence Tomography、Deep learning、Fully convolutional networks、Image processing、Retinal fluid、Medical image segmentation

Classification of Alzheimer's Disease and Cognitive Normal Using MRI

應用數學系・共同指導：林文偉

最優質量傳輸、三維電腦視覺、醫學影像分析、保面積參數化、機器學習、Optimal Mass Transportation、3D Computer Vision、Medical Image Analysis、Equiareal Parameterization、Machine Learning

A Deep Learning Approach to Meningioma Segmentation Based on Optimal Mass Transport Preprocessing Techniques

應用數學系數學建模與科學計算・共同指導：林文偉

最優質量傳輸、醫學影像分析、深度學習、語意分割、三維電腦視覺、推理方法、Optimal Mass Transportation、Medical Image Analysis、Deep Learning、Semantic Segmentation、3D Computer Vision、Inference Method

Numerical Simulation of Underwater Bubble Motion and Analysis of its Acoustic Pressure

應用數學系數學建模與科學計算

Gilmore方程式、Kirkwood與Bethe假設、隨機氣泡分布、聲學分析、狀態方程式、Young-Laplace方程式、氣泡動力學、Gilmore equation、Kirkwood and Bethe hypothesis、random bubble distribution、acoustic analysis、equation of state、Young-Laplace equation、bubble dynamics

Applying BERT Semantic Embedding for Session-Based Music Recommendation

數據科學與工程研究所・共同指導：胡毓志

神經網路、序列推薦、音樂、基於內容的推薦、推薦系統、Neural Networks、Session-based Recommendations、Music、Content-based Recommendations、Recommendations

Secure Aggregation in Federated Learning for Linear Models

應用數學系・共同指導：李育杰

聯邦式學習、同態加密、安全聚合、Federated Learning、Homomorphic Encryption、Secure Aggregation

Apply Respeaker Mic Array in Home Security System

應用數學系數學建模與科學計算

智慧家庭、麥克風陣列、警報聲偵測、傅立葉轉換、Home automation、Mic array、Siren detection、Fourier transform

Improving the placement of initial poles for vector fitting by B-spline

應用數學系・共同指導：黃瑞彬

向量擬合、B 樣條、有理逼近、訊號處理、零點和極點、Vector fitting、B spline、rational approximation、signal processing、zeros and poles

DoRA: Domain-Based Self-Supervised Learning Framework for Low-Resource Real Estate Appraisal

數據科學與工程研究所・共同指導：彭文志

小樣本學習、自監督式學習、房地產估值、Few-Shot Learning、Self-Supervised Learning、Real Estate Appraisal

Choroidal Neovascularization Segmentation on Three Dimensional Optical Coherence Tomography Angiography Images using Contrast-Limited Adaptive Histogram Equalization

應用數學系所

光學相干斷層血管影像、視網膜新生血管、限制對比度自適應直方圖均衡化、螢光眼底血管攝影、血管分割、血管重建、OCTA、Angiogenesis、CLAHE、FAG、vessel segmentation、vessel rebuild

Development of a Fluid Detecting Algorithm and its Application for Macular Degeneration

應用數學系所

視網膜滲出液、光學相干斷層掃描、影像處理、三維電腦視覺、數學形態學、Retinal fluid、Optical coherence tomography、Image processing、3D computer vision、Mathematical morphology

Style-News: A Stylized News Generation and Adversarial Verification Framework for Neural Fake News Detection

數據科學與工程研究所・共同指導：彭文志

風格化新聞生成、機器生成新聞檢測、威脅建模、深度學習、自然語言處理、Stylized News Generation、Neural Fake News Detection、Threat Modeling、Deep Learning、Natural Language Processing

Automated Anomaly Brain Waves Detection by Deep Learning Methods

應用數學系數學建模與科學計算碩士班・共同指導：盧鴻興

人工智慧、腦部異常、腦波、深度學習、EEG、CNN、GRU、Artificial intelligence、brain anomalies、brain waves、deep learning

Fractal Optical Coherence Tomography Angiography Images in Choriocapillaris

應用數學系數學建模與科學計算碩士班

光學相干斷層掃描血管造影、脈絡膜毛細血管、碎形維度、郝斯多夫維數、箱形計數法、Optical coherence tomography angiography、Choriocapillaris、Fractal dimension、Hausdorff dimension、Box-counting method

Early Hate Speech Propagation Prediction

數據科學與工程研究所・共同指導：彭文志

仇恨言論、早期預測、社群網站探勘、深度學習、資料探勘、hate speech、early prediction、social media mining、deep learning、data mining

A Geometric Approach to Global Complex Roots Finding Algorithm

應用數學系數學建模與科學計算碩士班・共同指導：黃瑞彬

複數根、柯西幅角定理、柯西積分公式、牛頓法、梯形法、Complex roots finding、Cauchy's argument principle、Cauchy's integral formula、Newton's method、trapezoidal rule

Investigation of the High Efficiency Wireless System Model

應用數學系所

高效率無線網路、無線區域網路 6、IEEE 802.11ax、High Efficiency Wireless、Wi-Fi 6

Fourier and Hilbert Transforms in Signal Processing

應用數學系所

傅立葉轉換、希爾伯特轉換、希爾伯特-黃轉換、時頻分析、Fourier transform、Hilbert transform、Hilbert-Huang transform、Time-frequency analysis

Numerical Study of Lotka-Volterra Competition Models

應用數學系所

洛特卡-沃爾泰拉競爭模型、競爭、共存、Lotka-Volterra competition model、competing、coexistence

A Numerical Study of the Distribution of Multi-Component Bose-Einstein Condensates

應用數學系所

多種種類氣體的玻色愛因斯坦冷凝、高斯賽德爾疊代法、格洛斯皮塔夫斯基方程式、非線性特徵值問題、Multi-Component Bose-Einstein Condensate、vector Gross-Pitaevskii equation、Gauss-Seidel-type iteration、nonlinear eigenvalue problem

Cut Graph of Three Dimensional Closed Surfaces

應用數學系所

圖形切割線、基本定義域、覆蓋空間、Cut Graph、Fundamental Domain、Covering Space

Combining AHP and Fuzzy Integral to Assess the Quality of Emergency Departments

應用數學系數學建模與科學計算碩士班

AHP、Fuzzy Integral

Numerical Simulations and Analysis of the Generalized Resource Budget Model in Ecology

應用數學系所

李-約克混沌、拓樸熵、資源預算模型、Li-Yorke's chaos、topological entropy、resource budget model