政府計畫(GRB),建議「依年度遞減排序」,以查看最新的研究方向。
畢業學年度 | 論文標題 | 連結 | 學位 | 畢業時長(years) |
---|---|---|---|---|
關鍵字 | ||||
113 | 分散式心電... 分散式心電辨識系統之研究 (A Study of Distributed ECG Identification Systems) | NTHU NDLTD | 碩 | 2.14 |
生物辨識(biometric recognition)、心電辨識(ecg identification)、分散式系統(distributed system) 生物辨識(... | ||||
113 | 基於脈衝神... 基於脈衝神經網路之心電辨識系統 (An ECG Identification System Based on Spiking Neural Network) | NTHU NDLTD | 碩 | 2.14 |
脈衝神經網路(spiking neural network)、生物辨識(biometric identification)、心電圖(electrocardiogram (ECG)) 脈衝神經網... | ||||
112 | 基於基因演... 基於基因演算法之控制系統設定點最佳化對核三廠之事故緩解分析:中破口冷卻水流失事故 (Optimizing Control System Setpoints with Genetic Algorithms for Mitigating Median Break Loss of Coolant Accidents) | NTHU NDLTD | 碩 | 1.97 |
基因演算法(Genetic algorithm)、核電廠控制系統(Nuclear power plant)、冷卻水流失事故(Loss of coolant accident)、數位孿生(Digital twin)、設定點最佳化(Setpoint optimization) 基因演算法... | ||||
112 | 基於高光譜... 基於高光譜影像技術之無標記小鼠肺癌腫瘤檢測 (Hyperspectral Imaging Based Label-free Tumor Detection for Lung Cancer in Mice) | NTHU NDLTD | 碩 | 1.94 |
小細胞肺癌(Small cell lung cancer)、高光譜影像(Hyperspectral imaging)、支援向量機(Support Vector Machine)、Vision Transformer(Vision Transformer)、隨機森林(Random Forest) 小細胞肺癌... | ||||
112 | 基於功能性... 基於功能性螢光影像之小鼠小腦神經元與運動行為分析研究 (Analysis of Cerebellar Neurons and Motor Behavior in Mice Based on Functional Fluorescence Images) | NTHU NDLTD | 碩 | 1.93 |
鈣離子功能性螢光影像(Calcium functional fluorescence images)、影像映射轉換(image mapping)、神經元群體編碼(neuronal population coding)、匹配追蹤(matching pursuit) 鈣離子功能... | ||||
112 | 基於腦電圖... 基於腦電圖之網路成癮程度預估與功能性連結分析 (Functional connectivity analysis and prediction of internet addiction using electroencephalography) | NTHU NDLTD | 碩 | 2.91 |
腦電圖(EEG)、支持向量機(SVM)、機器學習(ML)、網路成癮(IA)、迴歸分析(regression)、加權相位延遲指數(WPLI) 腦電圖(E... | ||||
112 | 定向黑盒投... 定向黑盒投毒攻擊下基於深度學習心電辨識系統之安全性研究 (A Targeted Black-Box Poisoning Attack Against a Deep Learning-Based ECG Biometric Recognition System) | NTHU NDLTD | 碩 | 2.27 |
生物辨識(biometric recognition)、心電圖(electrocardiograms (ECGs))、投毒攻擊(poisoning attack)、安全性(security) 生物辨識(... | ||||
112 | 高速功能性... 高速功能性顯微系統之影像校準、優化與應用 (Functional Image Calibration, Optimization, and Applications in High-Speed Microscopes) | NTHU NDLTD | 碩 | 2.25 |
鈣離子成像(Calcium imaging)、功能性螢光影像(functional fluorescence images)、偽影修正(Artifact calibration)、影像品質提升(Image quality enhancement) 鈣離子成像... | ||||
112 | 模板重建攻... 模板重建攻擊下心電辨識系統防護機制之研究 (Protection Mechanisms for ECG Biometric Recognition Systems under Template Reconstruction Attacks) | NTHU NDLTD | 碩 | 2.17 |
生物辨識(Biometric recognition)、心電圖(Electrocardiograms)、深度學習(Deep learning)、機器學習(Machine learning)、模板重建攻擊(Template reconstruction attack)、防護機制(Protection mechanism) 生物辨識(... | ||||
112 | 基於殘差卷... 基於殘差卷積神經網絡之鋰離子電池容量狀態預估之研究 (State-of-Charge Estimation for Lithium-Ion Batteries Using Residual Convolutional Neural Networks) | NTHU NDLTD | 碩 | 2.06 |
電池容量狀態(state-of-charge)、鋰離子電池(lithium-ion battery)、深度學習(deep learning)、殘差卷積神經網絡(residual convolutional neural networks) 電池容量狀... | ||||
112 | 基於匹配濾... 基於匹配濾波器和MUSIC演算法在超解析螢光顯微鏡之研究 (Super-Resolution Fluorescence Microscopy Based on Matched-Filter and MUSIC Algorithm) | NTHU NDLTD | 碩 | 3.04 |
超解析螢光顯微鏡(super-resolution microscopy)、匹配濾波器(matched filter)、多訊號分類演算法(multiple signal classification) 超解析螢光... | ||||
111 | 網路成癮症... 網路成癮症高危險群之腦電圖功能性連結分析 (Functional Connectivity Analysis of Individuals with Tendency of Developing Internet Addiction Using Electroencephalography) | NTHU NDLTD | 碩 | 2.89 |
腦波(Internet Addiction)、機器學習(Electroencephalography)、功能性連結(Machine learning)、網路成癮(Functional connectivity) 腦波(In... | ||||
111 | 基於度量學... 基於度量學習之心電辨識演算法 (ECG Biometric Recognition Schemes Based on Metric Learning) | NTHU NDLTD | 碩 | 2.85 |
心電訊號(ECG)、生物辨識(biometric systems)、心跳的變異性(beat variability)、度量學習(Triplet)、心電辨識(Siamese)、開放式識別系統(open-set identification system) 心電訊號(... | ||||
110 | 石化管線之... 石化管線之工況辨識及未見事件檢測 (Working State and Unseen Event Identification and Detection in Petro-chemical Pipeline) | NTHU NDLTD | 碩 | 2.99 |
工況辨識(unseen event detection)、石化管線(undefined)、未見事件(undefined) 工況辨識(... | ||||
110 | 基於核電廠... 基於核電廠模擬器肇始事件之偵測與辨識 (Detection and Identification for On-site Simulator-Based Initiating Event in Nuclear Power Plant) | NTHU NDLTD | 碩 | 1.98 |
核電廠(nuclear power plant)、模擬器(on-site simulator)、長短期記憶(LSTM)、事件偵測(event detection)、事件辨識(event identification)、特徵萃取(feature extraction) 核電廠(n... | ||||
110 | 功能性螢光... 功能性螢光影像時域空域分析之研究 (Spatial and Temporal Analysis of Functional Fluorescence Images) | NTHU NDLTD | 碩 | 2.49 |
鈣離子成像(Calcium imaging)、功能性螢光影像(functional fluorescence images)、影像序列校準(image registration)、時域分析(temporal analysis)、空域分析(spatial analysis) 鈣離子成像... | ||||
109 | 重建攻擊下... 重建攻擊下基於深度學習心電辨識系統之安全性研究 (Security Analysis of A Deep Learning-Based ECG Biometric Recognition System under Template Reconstruction Attacks) | NTHU NDLTD | 碩 | 2.07 |
生物辨識(Biometric recognition)、心電圖(Electrocardiograms)、深度學習(Deep learning)、模板重建(Template reconstruction) 生物辨識(... | ||||
109 | 基於深度學... 基於深度學習與蒙地卡羅方法之小鼠肺癌劑量分析系統之研究 (Deep Learning and Monte Carlo Method Based Dose Analysis System for Lung Cancer in Mice) | NTHU NDLTD | 碩 | 2.05 |
硼中子捕獲治療(BNCT)、CT影像(CT images)、肺癌(lung cancer)、卷積神經網路(convolutional neural network)、蒙地卡羅(Monte Carlo)、劑量分析(dose analysis) 硼中子捕獲... | ||||
109 | 核電廠在線... 核電廠在線智慧監控:肇始事件與失能感測器之偵測與診斷 (Smart On-line Monitoring for Nuclear Power Plants: Detection and Diagnosis of Initiating Event and Faulty Sensor) | NTHU NDLTD | 博 | 4.90 |
在線智慧監測(Smart On-Line Monitoring)、異常事件偵測(Abnormal Event Detection)、肇始事件辨識(Initiating Event Identification)、未見事件隔離(Unseen Event Isolation)、破口面積評估(Break Size Prediction)、訊號重建(Signal Reconstruction)、機器學習(Machine Learning)、深度學習(Deep Learning) 在線智慧監... | ||||
109 | 卷積神經網... 卷積神經網路於癲癇自動偵測之研究 (Detection of Epileptic Seizures Based on Convolutional Neural Network) | NTHU NDLTD | 碩 | 2.49 |
癲癇(epileptic)、卷積神經網路(conolutional)、腦電圖(neural) 癲癇(ep... | ||||
108 | 基於通用第... 基於通用第二因子模型心電認證系統之實現 (An ECG verification system based on Universal second factor model) | NTHU NDLTD | 碩 | 2.00 |
生物辨識(biometrics)、心電訊號(ECG)、認證系統(verification)、雙因子(two-factors) 生物辨識(... | ||||
108 | 基於深度學... 基於深度學習之可擴充開放式心電識別系統 (A Scalable Open-set ECG Identification System Based on Deep Learning) | NTHU NDLTD | 碩 | 2.00 |
生物辨識(Biometric recognition)、心電圖(Electrocardiograms)、深度學習(Deep learning)、遷移學習(Transfer learning) 生物辨識(... | ||||
108 | 基於深度學... 基於深度學習方法之憂鬱症預估 (Depression Prediction with Deep Learning) | NTHU NDLTD | 碩 | 2.00 |
憂鬱症(Major depressive disorder)、功能性核磁共振造影(FMRI)、複雜度(Complexity)、深度學習(Deep learning)、支援向量機(SVM) 憂鬱症(M... | ||||
108 | 大腦功能性... 大腦功能性數據分析平台之驗證與其於果蠅嗅覺功能形成探索之研究 (Validation of Brain Functional Data Analysis Framework and Its Application in Investigating the Formation of Drosophila Olfactory Function) | NTHU NDLTD | 碩 | 2.00 |
雙光子顯微技術(two-photon microscopy)、數據分析(data analysis)、神經網絡(neural network)、腦功能區(functional area) 雙光子顯微... | ||||
108 | MUSIC... MUSIC演算法與MAAP5程式於核三廠破管事件定位與分析之研究 (LOCA localization and analysis for Maanshan nuclear power plant with MUSIC and MAAP 5 code) | NTHU NDLTD | 碩 | 2.00 |
MAAP(MAAP)、破管事件(LOCA)、核三廠(undefined) MAAP(... | ||||
108 | 基於深度學... 基於深度學習之神經細胞軸突影像切割 (Deep Learning for Neuron Dendrite Segmentation) | NTHU NDLTD | 碩 | 2.98 |
深度學習(deep learning)、影像切割(image segmentation) 深度學習(... | ||||
108 | 深度學習於... 深度學習於生物醫學影像分析之研究 (Biomedical Image Analysis Based on Deep Learning) | NTHU NDLTD | 碩 | 1.98 |
生醫影像(biomedical image)、乳癌(breast cancer)、發炎細胞(convolutional neural network)、卷積神經網路(classification)、切割(detection)、偵測(interpretable model)、分類(inflamed cell)、模型解釋(segmentation) 生醫影像(... | ||||
108 | 核電廠未知... 核電廠未知事件之偵測與辨識 (Detection and Identification of Unknown Events in Nuclear Power Plants) | NTHU NDLTD | 碩(外籍生) | 0.98 |
核電廠(NPP)、深度學習(Deep Learning)、未知事件(Unknown event)、長短期記憶(LSTM)、偵測(Detection)、辨識(Identification) 核電廠(N... | ||||
108 | 基於深度學... 基於深度學習之核電廠監控系統 (Deep Learning-Based Nuclear Power Plant Monitoring System) | NTHU NDLTD | 碩 | 2.35 |
核能安全(Nuclear Safety)、深度學習(Deep learning)、卷積神經網路(Convolutional Neural Network)、核電廠(nuclear power plant) 核能安全(... | ||||
107 | 深度學習於... 深度學習於肺癌全切片影像分析之研究 (Analysis of Lung Cancer Whole Slide Image Based on Deep Learning) | NTHU NDLTD | 碩 | 1.96 |
深度學習(deep learning)、肺癌(convolutional neural network)、全切片影像(lung cancer)、卷積神經網路(whole slide image) 深度學習(... | ||||
107 | 基於單導程... 基於單導程心電訊號之生物辨識演算法 (Biometric Recognition with ECGs: A Single-Lead Scheme) | NTHU NDLTD | 碩 | 1.96 |
可刪式(Cancelable)、生物辨識(Biometric)、心電辨識(ECG) 可刪式(C... | ||||
106 | 基於直接吸... 基於直接吸收及波長調變光譜技術之氣體偵測系統建置之研究 (Gas Sensing System Based on Direct Absorption and Wavelength Modulation Spectroscopy) | NTHU NDLTD | 碩 | 1.99 |
直接吸收光譜技術(direct absorption spectroscopy)、波長調變光譜技術(wavelength modulation spectroscopy)、氣體偵測系統(gas sensing system) 直接吸收光... | ||||
106 | 粒子影像之... 粒子影像之分析與應用 (Analysis and Application of Particle Images) | NTHU NDLTD | 碩 | 1.99 |
牽引力(Traction force)、微流變學(Microrheology)、粒子影像測速(Particle Image Velocimetry (PIV))、粒子追蹤測速(Particle Tracking Velocimetry (PTV)) 牽引力(T... | ||||
106 | 修改型量子... 修改型量子演化式演算法與自調式學習策略於壓水式核反應器燃料佈局設計之研究 (Modified Quantum Evolutionary Algorithm and Scheme of Self-Regulated Learning for Pressurized Water Reactor Loading Pattern Design) | NTHU NDLTD | 碩 | 2.44 |
量子演化式演算法(Quantum Evolutionary Algorithm)、自調式學習(Self-Regulated Learning)、壓水式反應器(Pressurized Water Reactor)、燃料佈局(Loading Pattern) 量子演化式... | ||||
105 | 癲癇患者腦... 癲癇患者腦電高頻震盪自動偵測演算法之研究 (Automated Detection Algorithms for High Frequency Oscillations in Patients with Epilepsy) | NTHU NDLTD | 碩 | 1.99 |
癲癇(epilepsy)、高頻震盪(HFO)、偵測(detection)、分類(classification)、多通道(multi-channel) 癲癇(ep... | ||||
105 | 心電訊號可... 心電訊號可刪式辨識演算法之發展 (A Cancelable Biometric Scheme Based on ECGs) | NTHU NDLTD | 碩 | 1.99 |
心電訊號(electrocardiograms (ECGs))、生物辨識(biometric recognition)、可刪式生物辨識(cancelable biometrics) 心電訊號(... | ||||
105 | 壓水式反應... 壓水式反應器肇始事件偵測與辨識之研究 (Detection and Identification for Initiating Events in Pressurized Water Reactor) | NTHU NDLTD | 碩 | 1.88 |
核電廠(nuclear power plant)、肇始事件偵測(initiating event detection)、肇始事件辨識(initiating event identification)、特徵萃取器(feature extraction) 核電廠(n... | ||||
104 | 粒子追蹤演... 粒子追蹤演算法之發展及其在細胞力學性質分析之應用 (Deveolpment of particle tracking algorithms for cellular mechanical property analysis) | NTHU NDLTD | 碩 | 暫無口試日期 |
微流變學(microrheology)、粒子追蹤(particle tracking)、細胞力學(cell mechanics) 微流變學(... | ||||
104 | 訊號特徵萃... 訊號特徵萃取及感測器偵選於核能電廠肇始事件辨識之研究 (Feature Extraction and Sensor Selection for NPP Initiating Event Identification) | NTHU NDLTD | 碩 | 暫無口試日期 |
壓水式反應器(pressurized water reactor)、肇始事件(initiating event)、辨識(identification)、感測器偵選(sensor selection)、特徵萃取(feature extraction)、最佳化(optimization) 壓水式反應... | ||||
103 | 應用量子啟... 應用量子啟發式演算法與塔布搜尋法於壓水式反應器爐心燃料佈局設計 (Automatic Pressurized Water Reactor Loading Pattern Design Using Quantum-Inspired Evolutionary Algorithm and Tabu Search) | NTHU NDLTD | 碩 | 暫無口試日期 |
量子啟發式演算法(Quantum-Inspired Evolutionary Algorithm)、塔布搜尋(Tabu Search)、壓水式反應器(pressurized water reactor)、燃料佈局(loading pattern) 量子啟發式... |