袁賢銘

A Cross-Modal Retrieval System for Police Lost and Found Items Using Deep Learning

科技犯罪偵查資通訊碩士在職專班

警政拾得物、跨模態檢索、Chinese-CLIP、結構化預先篩選、隱私保護、Police Lost and Found Services、Cross-Modal Retrieval、Structured Pre-Filtering、Privacy Protection

QJudge: Design, Implementation, and Field Evaluation of an Open-Source Online Examination System with Human- in-the-Loop AI Grading and Exam Event Tracking

資訊科學與工程研究所・共同指導：鄭昌杰

線上正式考試、BYOD、AI 輔助評分、考試公正性、LLM Agent、開源考試系統、⼈⼯覆核、Formal Online Examination、Examination Integrity、Human Review、AI-Assisted Grading、LLM Agents、Open-Source Examination Systems

A Hierarchical Reinforcement Learning Framework for Bitcoin Trading

資訊科學與工程研究所

階層式強化學習、虛擬貨幣交易、永續期貨、方向性代理人、追蹤停損出場、Hierarchical Reinforcement Learning、Cryptocurrency Trading、Perpetual Futures、Directional Agents、Trailing-Stop Exit

Machine Learning for NBA Game Outcome Prediction: From Accuracy to Betting Profitability

資訊科學與工程研究所・共同指導：張庭榕

美國職籃、NBA 勝負預測、特徵工程、機器學習、Kelly 公式、投注策略、Acc 與 ROI 解耦、NBA、Game Outcome Prediction、Feature Engineering、Machine Learning、Kelly Criterion、Betting Strategy、Accuracy–ROI Decoupling

AJAMT: A Real-Time Interactive Multi-Instrument Accompaniment Generation System for Human-AI Collaborative Jam Sessions using Large Language Model Agents

資訊科學與工程研究所・共同指導：胡毓志

大語言模型、即時互動式伴奏、雙智能體協作、即時緩衝區、ABC 記譜法、延遲解耦、Large Language Models、Agentic System、Real-time Accompaniment、ABC Notation、Latency Decoupling

A Blockchain-Based Workplace Health Management System with Decentralized Identity

資訊科學與工程研究所

區塊鏈、超級賬本、職場健康管理、智能合約、去中心化身分、Blockchain、Hyperledger Fabric、Workplace Health Management、Smart Contract、Decentralized Identity (DID)

Design and Empirical Analysis of an Automated Trading System for Mini Taiwan Index Futures Based on Deep Learning and Deep Reinforcement Learning

資訊科學與工程研究所

深度學習、深度強化式學習、小型台指期貨、自動交易系統、遞迴神經網路、Automated Trading System、Deep Learning、Deep Reinforcement Learning、Mini Taiwan Stock Index Futures、Recurrent Neural Network

A Privacy-Centric Digital Ecosystem for Recruitment Management Using Blockchain

網路工程研究所

人力資源、招募、區塊鏈、存取控制、去中心化身份、Human Resources、Recruitment、Blockchain、Access Control、Decentralized Identity

Privacy-Preserving Cross-Border Digital Identity System Based on Zero-Knowledge Proofs

資訊安全研究所

區塊鏈、零知識證明、數位身份、隱私保護、智能合約、Blockchain、Zero-Knowledge Proofs、Digital Identity、Privacy Preservation、Smart Contracts

Skeleton-Based Fall Detection Using Adaptive Attention Graph Convolutional Network

資訊學院碩士在職專班

跌倒偵測、圖卷積網路、骨架估計、邊緣運算、即時系統、行動醫療、Fall Detection、Graph Convolutional Networks、Edge Computing、Real-time Systems、Mobile Healthcare

Design and Experimental Study of a Smart Firefighter Helmet System Integrating Thermal Imaging and RSSI Localization

理學院碩士在職專班-科技與數位學習組

智慧消防頭盔、熱顯像、RSSI 定位、區域化 n 值校正、Smart Firefighter Helmet、Thermal Imaging、RSSI Localization、Zone-based Path Loss Calibration

ZkWill: Taiwan's Digital Sealed Will for On-Chain Assets with Zero-Knowledge Proofs

資訊科學與工程研究所・共同指導：金孟華

區塊鏈、數位遺囑、以太坊、智慧合約、零知識證明、blockchain、digital will、Ethereum、smart contract、ZKP、circom

YOLO-based Individual Identification within a Group — A Case Study Using Small Fish and Negative Sample Design

理學院碩士在職專班-科技與數位學習組

YOLO、即時影像辨識、小型魚群、個體辨識、物件偵測、深度學習、real-time image recognition、small fish groups、individual identification、object detection、deep learning

Design and Implementation of an Automated Issue Tracking System with Benefit Analysis – A Case Study of Issue system and Excel Data in a Technology Company

理學院碩士在職專班-科技與數位學習組

內部系統開發、自動化追蹤系統、使用者體驗、專案管理效率、Internal System Development、Issue Tracking System、User Experience、Project Management Efficiency

Criminal Record License Plate Alert System

理學院碩士在職專班-科技與數位學習組

YOLOv5、多重特徵辨識、車牌辨識、Tesseract OCR、KMeans clustering、Multi-feature Recognition、License Plate Recognition

PP-RAG: A Framework for End-to-End Privacy-Preserving Retrieval-Augmented Generation using Homomorphic Encryption and Trusted Execution Environments

資訊科學與工程研究所

檢索增強生成、全同態加密、可信執行環境、隱私保護檢索、CKKS 加密機制、Intel TDX、向量相似度搜尋、LLM、RAG、FHE、TEEs、CKKS、End-to-End Security

Beyond Single-Score Ranking: Facet-Aware Reranking for Controllable Diversity in Paper Recommendation

電機資訊國際碩士學位學程

論文推薦系統、面向相似度、Cross-encoder、重排序、論文查詢 範例、Faceted similarity、Reranking、Query by example

NBA Game Prediction and Betting Decision-Making via Dynamic Feature Selection and Probability-Band Models

資訊科學與工程研究所

NBA 預測、動態特徵選取、分數帶模型、投注決策、期望值、共識濾條件、Kelly 注碼、NBA prediction、dynamic feature selection、probability band model、betting strategy、expected value filter、consensus filtering、Kelly staking

Analysis of Penetration Characteristics and Deep Learning-Based Image Reconstruction in Noninvasive Multimodal Optical Imaging of Human Skin

生醫光電研究所・共同指導：賈世璿

非線性光學顯微術、共軛焦顯微術、語意分割、生成對抗網路、深度學習、Nonlinear Optical Microscopy、Confocal Microscopy、Semantic Segmentation、Generative Adversarial Network、Deep Learning

Designing a DRL-Driven Portfolio Agent for the US Stock Market: Reward Structuring via Sharpe Ratio and Drawdown Sensitivity

資訊科學與工程研究所

深度強化學習、投資組合優化、風險敏感獎勵、夏普比率、最大回撤、Boruta 特徵篩選、K-Means 分群、Deep Reinforcement Learning、Portfolio Optimization、Risk-Sensitive Reward、Sharpe Ratio、Maximum Drawdown、Boruta Feature Selection、K-Means Clustering

Cross-Border Digital Identity System Based on Ethereum Layer 2 Architecture

資訊科學與工程研究所

區塊鏈、以太坊 Layer 2、自我主權身份、存取控制、智能合約、Blockchain、Ethereum Layer 2、Self-Sovereign Identity、Smart Contracts、Access Control

Blockchain-based Eletronic Voting System

資訊科學與工程研究所

區塊鏈、電子投票系統、自主身分、Blockchain、Electronic-voting、Self-soveriegn Identity

Sentiment-Augmented Informer for Mini-TAIEX Futures Prediction

網路工程研究所

期貨交易、自然語言處理、情感分析、大型語言模型、小型台指期貨、時序資料預測、futures price prediction、natural language processing、sentiment analysis、large language model、Mini-TAIEX futures、time-series forecasting

Reinforcement Learning-Driven Trading Framework for MTX Markets

網路工程研究所

深度學習、深度強化式學習、小型台指期貨、自動交易、期貨市場、Deep Learning、Deep Reinforcement Learning、Mini Taiwan Stock Index Futures、Automated Trading、Futures Market

Low Frame Rate Cross-Camera Multi-Object Vehicle Tracking

資訊安全研究所

低幀率、跨境頭追蹤、深度度量學習、車輛再識別、運動預測、Low Frame Rate、Multi-Camera Tracking、Deep Metric Learning、Vehicle Re-identification、Motion Prediction

Research on Surface Defect Classification of IC Packaging Components Based on Deep Learning

理學院碩士在職專班-科技與數位學習組

瑕疵檢測、卷積神經網路、K-Fold交叉驗證、影像分類、深度學習、Defect Detection、Convolutional Neural Network (CNN)、K-Fold Cross-Validation、Image Classification、Deep Learning

Sales Prediction Based on a Two-layer Model: A Case Study of an Ice Cream Shop

資訊學院碩士在職專班

人力成本、銷售預測、機器學習、集成學習、特徵工程、Labor Cost、Sales Forecasting、Machine Learning、Ensemble Learning、Feature Engineering

Artificial Intelligence with Vibrational Infrared Spectroscopy of Waste Plastic Sorting for Circular Economy

資訊科學與工程研究所

循環經濟、廢塑膠分選、人工智慧分選、開環回收再生、閉環回收再生、機器學習、深度學習、人工智慧、circular economy、waste plastic sorting、AI sorting、open-loop recycling、closed-loop recycling、machine learning、deep learning、artificial intelligence

Blockchain Based Housing Rental System

資訊科學與工程研究所

區塊鏈、租屋、超級賬本、去中心化身份、blockchain、house rental、Hyperledger Fabric、Decentralized Identity

Enhancing Employees Effective Application and Operation of Testing Equipment through Online Simulation Training - A Case Study of Company A

理學院碩士在職專班-科技與數位學習組

線上模擬教學、Network Technology

Design and Implementation of a Collaborative Cybercrime Investigation Process and Progress Tracking System

科技犯罪偵查資通訊碩士在職專班

資訊過載、偵查管理、Google Sheets、即時協作、進度追蹤、Information Overload、Investigation Management、Real-time Collaboration、Progress Tracking

Using ChatGPT and Sentiment Analysis to Predict the Stock Price Trend in the Case of constituent stocks of Taiwan 50 Index

資訊學院碩士在職專班

股價預測、情緒分析、ChatGPT、LSTM、BERT、Stock Price Prediction、Sentiment Analysis

Using Vtuber images for interviews: a new way to express yourself

理學院碩士在職專班-科技與數位學習組

Vtuber、虛擬人物、虛擬偶像、Live2D、自我表達、壓力知覺、五大人格、virtual character、virtual idol、self-expression、stress perception、five personality traits

A Study on the Preservation of Digital Evidence by IPFS and Blockchain-applied Judicial Alliance for Digital Era: A Case Study of Police Agencies

科技犯罪偵查資通訊碩士在職專班

司法聯盟鏈、區塊鏈、IPFS（星際檔案系統）、去中心化儲存、司法數位化、Judicial Alliance Blockchain、Blockchain Technology、IPFS (InterPlanetary File System)、Decentralized Storage、Digital Justice

Exploration of Machine Learning Applications in Advanced Statistics and NBA Game Outcome Prediction

資訊學院碩士在職專班

人工智慧、機器學習、傳統數據、進階數據、美國職籃、AI、Machine Learning、Traditional Stats、Advanced Stats、NBA

A Fraudulent Prevention System for Cash on Delivery Payments

資通安全碩士學位學程

防詐騙、訂單驗證、區塊鏈、智能合約、密碼管理器、Fraud Prevention、Order Verification、Blockchain、Smart Contracts、Password Manager

DNA-Sharing-Chain: A Privacy Preserving DNA Sequence Sharing Ecosystem

網路工程研究所

基因序列、區塊鏈、存取控制、DNA sequences、blockchain、access control

Based on the Self-Regulated Learning Scaffolding Cultivate K-12 Program Beginners' Computational Thinking Skills and Creativity through Scratch in the AI Era

資訊科學與工程研究所・共同指導：孫春在

自主學習、運算思維、創造力、基礎教育、Scratch、程式設計、Self-Regulated Learning、Computational Thinking、Creativity、Elementary Education、Programming

Imitating human Go player via Vision Transformer

資訊科學與工程研究所

圍棋、深度學習、Vision Transformer、Go、deep learning

EMR-Chain: Decentralized Electronic Medical Record Exchange System

資訊科學與工程研究所

區塊鏈、病歷交換、存取控制、分項授權、FHIR(Fast Healthcare Interoperability Resources)、Blockchain、Electronic Medical Record Exchange、Access Control、Sub-authorization

Enhancing Face Recognition System Performance through Image Distortion Techniques

國防資安管理碩士在職專班

人臉辨識、圖像畸變、犯罪查緝、泛化性、辨識準確性、Face recognition、image distortion、crime detection、generalization、accuracy

A super-resolution framework for license plate recognition based on deep learning

網路工程研究所

超解析度、車牌辨識、感知損失、深度學習、車牌資料集、Super-Resolution、License Plate Recognition、Perceptual Loss、Deep Learning、License Plate Dataset

Deep learning and machine learning for classification of wafer edge protection distance

理學院碩士在職專班-科技與數位學習組

機器學習、深度學習、machine learning、deep learning、KNN、XG BOOST、LINER REGRESSION、DENSENET、RESNET

Predicting Stock Prices from News: A Hybrid Model Combining LSTM and Transformer-based Models

資訊學院碩士在職專班

大型語言模型、股價預測、深度學習、時間序列分析、自然語言處理、長短期記憶模型、投資決策輔助、Large Language Models、Stock Price Prediction、Time Series Analysis、Deep Learning、Natural Language Processing、Long Short-Term Memory Models、Investment Decision Support

Application of Video Analysis in Deep Learning-Based Traffic Violation Detection: A Case Study of Illegal U-turns Across Double Yellow Lines

理學院碩士在職專班-科技與數位學習組

K -Fold、深度學習、隨機森林、影像辨識、自動化、K-Fold、Deep Learning、Traffic Violations、Image recognition、automatic

Transformer-based Two-stage Medical Warning System on X-ray Examination Procedure

資訊學院碩士在職專班

病患安全、深度學習、醫療流程改善、視覺轉換器、預警系統、Patient Safety、Deep Learning、Improving Medical Process、Vision Transformer、Warning System

Adopting the Technology Acceptance Model to Study the Behavioral Intention of Using Tilt Brush

理學院碩士在職專班-科技與數位學習組

虛擬實境藝術、科技接受模式、知覺沉浸、個人創新、Tilt Brush、Virtual Reality Art、Technology Acceptance Model、Perceived Immersion、Personal Innovativeness

Identifying Non-Intentional Ad Traffic on the Demand Side in Display Advertising

電機資訊國際博士學位學程

即時競價、展示廣告、非意圖廣告流量、需求方平台、Bagging PU 學習、Real-time bidding、Display advertising、Non-intentional ad traffic、Demand-Side Platform、Bagging PU learning

Gameplay to learn: Exploring the effectiveness of non-programmed activities to cultivate computational thinking

網路工程研究所

運算思維、運算素養、非程式教學活動、數位遊戲、遊戲式學習、Computational Thinking、Computational Literacy、Non-programmed Educational Activities、Digital Games、Game-based Learning

Eye movement experience of college graduates on job search data visualization

理學院科技與數位學習學程・共同指導：孫春在

眼動追蹤、資料視覺化、求職數據圖表、使用者經驗、Eye Tracking、Data Visualization、Job Search Data Visualization、User Experience

Lip-Sync with GANs for Dubbed Films

資訊學院資訊學程・共同指導：孫春在

生成對抗網路、深度學習、嘴型同步、聲音轉換、語音識別、語音生成影片、Generative adversarial network、Deep learning、Lip-sync、Voice conversion、Speech recognition、Audio-to-video generation

IoT for Usage Based Insurance (UBI) application

資訊學院資訊學程

IoT、UBI、加速規、GPS 接收器、全端開發、accelerometer、GPS sensor、Full Stack development

Correlation analysis of online and physical Texas Hold’em events on tournament scale and player positions

理學院科技與數位學習學程・共同指導：孫春在

德州撲克、賽事規模、獲勝位置、勝率、迴歸分析、Texas Hold'em、tournament size、winning positions、winning percentage、regression analysis

A Cloud­based mHealth App with Integrated Social Media Elements within the Patient Engagement Framework ­- Hypertension Management in CKD Patients as an Example

資訊科學與工程研究所

移動健康、患者參與框架、慢性腎臟疾病、高血壓管理、家庭血壓監測、Mobile Health、Patient Engagement Platform、Chronic Kidney Disease、Hypertension Management、Home Blood Pressure Monitoring

Exploring the Applications of Natural Language Processing in Assisting Bilingual Course Preparation

理學院科技與數位學習學程

自然語言處理、機器翻譯、自動摘要、文字轉語音、雙語教育、Natural Language Processing、Machine Translation、Text Summarization、Text-to-Speech、Bilingual Education

Digital Transformation of Restaurants in the Contactless Economy A Case Study of Mobile Ordering

理學院科技與數位學習學程

數位轉型、手機點餐、digital transformation、mobile ordering

Exploring the impact of automatically form & table generation on system developers – A case study of a technology company

理學院科技與數位學習學程・共同指導：孫春在

內部系統開發、介面表單、使用者體驗、開發效率、internal system development、form、table、user experience、development efficiency

Intelligent Posture Diagnosis System Based on Deep Learning Approach–Use Deadlift as an Example

資訊學院資訊學程・共同指導：孫春在

智慧診斷、監督式學習、人體姿態估計、運動捕捉技術、運動分析、Intelligent diagnosis、Supervised learning、Human Pose Estimation、Motion capture technology、Motion analysis

Using Machine Learning to Predict the Performance of Decks in Hearthstone

資訊學院資訊學程・共同指導：孫春在

機器學習、爐石戰記、牌組、預測、人工智慧、Machine learning、Hearthstone、Deck、Prediction、Artificial intelligence

Stock Prediction Using Machine Learning Based on Financial Ratios

資訊科學與工程研究所

機器學習、股票預測、基本面分析、財務比率、隨機森林、前饋神經網路、閘門遞迴單位、應用於財務的圖注意網路、Machine Learning、Stock Prediction、Fundamental Analysis、Financial Ratios、Random Forest、Feedforward Neural Network、Gated Recurrent Unit、Financial Graph Attention Network

Index Futures Trading with Stable Profits using Deep Learning Models

資訊科學與工程研究所

深度學習、時間序列分析、股票指數預測、交易策略、Deep Learning、Time Series Analysis、Stock Index Prediction、Trading Strategy

Blockchain-based Labor Dispatch System

多媒體工程研究所・共同指導：林正中

區塊鏈、人力派遣、自主身份、Blockchain、Labor Dispatch、Self-Sovereign Identity

Application of artificial intelligence - Automatic diagnosis and recommended solutions system for defective products in production testing processes - A case study of company P

理學院科技與數位學習學程

測試日誌、現場管理5大因素、極限梯度提升、詞頻-逆向文件頻率、機器學習、Test log file、4M1E、XGBoost、TF-IDF、Machine Learning

Decentralized Authentication and Authorization built on Self-Sovereign Identity for Organizations

網路工程研究所

自主身份、身份認證、資料授權、去中心化身份、可驗證憑證、Self-sovereign identity、Identity Authentication、Data Authorization、Decentralized Identifiers、Verifiable Credentials

Using AI generate articles as an example to explore whether AI is able to recognize more than the general public – Example through Dcard and Ptt

資訊學院資訊學程・共同指導：孫春在

深度學習、假新聞、BERT模型、類圖靈測試、輔助辨識、Misinformation、Fake News、Deep Learning、Artificial Intelligence、BERT Model

Blockchain-based Privacy Preserving Physiological Data Sharing Platform

資訊科學與工程研究所

穿戴式裝置、精準醫學、區塊鏈、Wearable device、Precision medicine、Blockchain

Based on Penetration Testing and Using Artificial Intelligence to Crack Network Graphical Captcha - Silicon Stone Education Website as an Example

資訊學院資訊學程・共同指導：孫春在

機器學習、資訊安全、影像辨識、人工智慧、網頁元素、深度學習、MSE、CNN、Machine Learning、Cyber Security、Image recognition、Artificial Intelligence、Web grammar、Deep Learning

Design and Implementation of MQTT-based Transmission System with Peer-to-Peer Technique

理學院應用科技學程

點對點、網路位址轉譯之穿越、交互式連線建立、分程傳遞、訊息佇列遙測傳輸、P2P、NAT traversal、ICE、Relay、MQTT

Medical assistance system on X-ray inspection process with deep learning

資訊科學與工程研究所・共同指導：陳健

深度學習、人工智慧、醫療流程、卷積神經網路、影像分類、偵錯預警、病患安全、Deep Learning、Artificial Intelligence(AI)、Medical Process、Convolutional Neural Network(CNN)、Image Classification、Error detection and early warning、Patient Safety

Research on Privacy-Preserving Data-Sharing Infrastructure -- A Blockchain-based Platform for Open Banking Ecosystem

資訊科學與工程研究所

聯盟區塊鏈、智能合約、開放銀行、數位身份管理、存取控制、隱私保護、資料共享、Consortium Blockchain、Smart Contract、Open Banking、Digital Identity Management、Access Control、Privacy Preservation、Data Sharing

Research of Music Genre Classification Based on Mel Frequency Cepstral Coefficients

資訊學院資訊學程・共同指導：孫春在

音樂分類、梅爾頻譜分析、梅爾倒頻譜分析、節拍量化、分類器、Music classification、Mel spectrum analysis、Mel-Frequency Cepstrum、Beat quantization、Classifier

Blockchain-based Content Sharing and Decentralized Advertising Social Media Platform

網路工程研究所

區塊鏈、社交平台、廣告體系、智能合約、以太坊、Blockchain、Social media、Advertising model、Smart contract、Ethereum

Augmenting Deep Learning for Human-Centered Artificial Intelligence

資訊科學與工程研究所・共同指導：孫春在

以人為本的人工智慧、人機迴圈、深度學習、擴增演算法、Human-Centered AI、Human-in-the-Loop、Deep Learning、Algorithm Augmentation

Big Data Analytics : automatic power consumption testing and analysis for smart phone

理學院科技與數位學習學程

大數據、人工智慧、自動化測試與分析、多標籤分類、卷積神經網路、smartphone、AI、neuron network、auto test、multi-label classification

A Fraud Detection for Bid Requests on Demand-side Platform in Real-Time Bidding

電機資訊國際學程

在線廣告、DSP、實時競價、異常檢測、數據挖掘、Online Advertising、Real-Time Bidding、Anomaly Detection、Data Mining

The design and implementation of a web conferencing system combining with calendar application

資訊學院資訊學程

視訊會議、行事曆、排程會議、應用程式介面、開源軟體、Video Conferencing、Calendar Application、Schedule Meetings、Application Programming Interface、Open Source

Self-sovereign Identity Based Personal Information Security Control Infrastructure - A Case Study of E-portfolio Ecosystem

資訊科學與工程研究所

區塊鏈、自主身份、學習歷程、e-portfolio、blockchain、self-sovereign identity

Research on Full-reference Image Quality Assessment by Using Transformer and DISTS with GAN-based Augmentation

網路工程研究所

全參考影像品質評估、Transformer、Image Quality Transformer (IQT)、Deep Image Structure and Texture Similarity (DISTS)、Perceptual Image Processing ALgorithms (PIPAL)、生成對抗網路、Full-reference image quality assessment (FR-IQA)、Generative Adversarial Network (GAN)

A Deep Reinforcement Learning-enabled Portfolio Management System with Quarterly Stock Re-selection based on Financial Statements

資訊科學與工程研究所

機器學習、深度學習、選股、強化學習、投資組合最佳化、投資組合管理、Machine Learning、Deep Learning、Stock Selection、Reinforcement Learning、Portfolio Optimization、Portfolio Management

Blockchain-based Collaborative Loyalty Program for Business Consortium

資電亥客與安全碩士學位學程

區塊鏈、以太坊、智能合約、ERC-20 代幣標準、忠誠度計畫、Blockchain、Ethereum、Smart Contract、ERC-20、Loyalty Program

Using Deep Learning for Apartment Complex Closed-Circuit Television System

資訊學院資訊學程

深度學習、智慧監控、多個網路攝影機、新物件圖片、網路備份、deep learning、object detection alarm system、multiple network cameras、create pictures of new object、copying these information to remote storage device

Automatic Citation Text Generation with Citation Intent Control

資訊科學與工程研究所

引文生成、引用意圖、可控制文字生成、預訓練模型、自然語言處理、Citation Text Generation、Citation Intent、Controllable Text Generation、Pretrained Model、Natural Language Processing

Futures Trading Strategy based on Monthly Average Prediction of TAIEX by using Machine Learning Methods

資訊科學與工程研究所

機器學習、時間序列分析、股票指數預測、交易策略、Machine Learning、Time Series Analysis、Stock Index Prediction、Trading Strategy

Cultivate students‘ computational thinking literacy through non-programming activities

資訊科學與工程研究所

素養導向教學、運算思維、遊戲式學習、評量設計、遊戲設計、遊戲競賽、Literacy-Oriented Teaching、Computational Thinking、Game-based Learning、Assessment Design、Game Design、Game Competition

Blockchain-based Identification and Access Control Framework - A Case Study of Open Banking Ecosystem

網路工程研究所

區塊鏈、智能合約、第三方服務提供者、開放銀行、Blockchain、Smart contract、Third-party service provider、Open banking

Enhanced Saga pattern based on memory cache with eventually commitment

網路工程研究所

微服務、資料庫私有化、分散式交易、讀取隔離性、microservice、database per service pattern、distributed transaction、saga pattern、read isolation

Cloud-Based Artificial Intelligence Music Care System to Reduce Burden for Family Caregivers of Dementia Patients

資訊科學與工程研究所

失智症、音樂、人工智慧、醫療保健、慢性疾病、肺炎、Dementia、Music、Artificial Intelligence、Healthcare、Chronic Disease、Pneumonia

A Study of Correlation between Scaling Strategy of Cloud Computing, Performance and Cost

理學院科技與數位學習學程

雲端運算、主機擴展策略、主機效能、cloud computing、scaling strategy of virtual machine、performance of virtual machine

Using Deep Learning as Object Detection with Thermal Image for Detection People in Heavy Smoky Scene

資訊學院資訊學程

火場疏散、深度學習、物件偵測、fire evacuation、deep learning、object detection

Using Eye Tracking Data for Weakly Supervised Object Detection

多媒體工程研究所・共同指導：邱維辰

物件偵測、眼動研究、深度學習、Object Detection、Eye Tracking Technology、Deep Learning

Segmenting user locations from cell phone data using Normalized Hourly Presence and Improved-FastICA

電機資訊國際學程

聚類、手機數據、工作和家庭地點預測、Improved-FastICA、Segmenting、Normalized Hourly Presence、Clustering、CDR Data、ICA

Physically Delivered Futures Trading System based on Blockchain

網路工程研究所

區塊鏈、實物期貨、智能合約、以太坊、Blockchain、Physically delivered futures、Smart contract、Ethereum

Design and Implementation of Security Protocol in Fog/Edge Computing

電機資訊國際學程

安全、霧/邊緣計算、相互認證、安全協議、Security、Fog/Edge Computing、Mutual Authentication、Security Protocol

Automatic auscultation classification of abnormal lung sounds through deep learning models

資訊科學與工程研究所

深度學習、異常肺音、特徵提取、聽診、卷積神經網路、Adventitious lung sound、Convolutional neural network、Feature extraction、Deep learning、Auscultation

Forecasting Taiwan Capitalization Weighted Stock Index by Using Convolutional Neural Network

資訊科學與工程研究所

卷積神經網路、格拉姆角場、股票指數預測、時間序列分析、Convolution Neural Network、Gramian Angular Field、Stock Index Prediction、Time Series Analysis

Predatory Journal Classification Using Machine Learning Technique

網路工程研究所

掠奪性期刊、機器學習、自然語言處理、資料分析、分類模型、Predatory journal、Machine Learning、NLP、Data mining、Classification

Cross-touch Attribution Model Based on Factorization Machines for Online Advertising

資訊科學與工程研究所

數位廣告、轉換歸因、因式分解機器、Digital advertising、Conversion attribution、Factorization machines

A Generic Algorithm Based Class Scheduling System

資訊學院資訊學程

基因演算法、排課系統、Generic Algorithm、Class Scheduling System

An auto testing system for industry applications

理學院應用科技學程

自動化測試、網站、Python、auto test、web

A Study of Firmware Quality Acceptance Evaluation by Ensembling Machine Learning

資訊學院資訊學程

成效預測、分類問題、整體學習、監督式學習、Performance predicting、Classification learning algorithms、Ensemble learning methods、Supervised learning

A Study on Eye Movement Behaviors While Reading Digital Learning Content

網路工程研究所

眼動研究、數位學習、凝視時間、Eye-Tracking Technology、Digital Learning、Fixation Duration

Monitor pig farm with dynamic sensor based on unmanned vehicle

資訊學院資訊學程

無人設備、動態監測、養豬場、無人機、unmanned vehicle、dynamic sensor、pig farm、drone

Software Defect Prediction using Unsupervised methods

資訊科學與工程研究所

軟體缺陷預測、機器學習、非監督式學習、群體偵測、軟體工程、software defect prediction、machine learning、unsupervised learning、community detect、software engineering

Blockchain-Based Cross-Organizational Integrated Platform for Issuing and Redeeming Reward Points

網路工程研究所

區塊鏈、以太坊、智能合約、去中心化應用程式、紅利點數、Blockchain、Ethereum、Smart Contract、Decentralized Application、Reward Point

Gathering Hierarchical environmental and marketing data from IoT devices

資訊科學與工程研究所

物聯網、商品硬件、嵌⼊式系統、數據科學、Internet of Things、Data Science、Commodity Hardware、Embedded System

P2P-Based Distributed Evolutionary Algorithms to Solve WTA and Functioning Over Noisy 4G Network

電機資訊國際學程

分佈式演算法、遺傳演算法、粒子群最佳化、人工蜂群、進化演算法、Distributed Algorithms、Genetic Algorithms、Particle Swarm Optimization、Artificial Bee Colony、Evolutionary Algorithms

The Study of TMVP- and KA-Decomposition Techniques to realize Sub-quadratic Space Complexity Multiplication over GF(2^m) for Pairing Based Cryptography

資訊科學與工程研究所・共同指導：李秋瑩

二進位擴充場、多位元串列乘法器、Toeplitz矩陣向量積（TMVP）、Karatsuba演算法、三輸入乘法器、配對密碼、Binary extension fields、Digit-serial multiplier、Toeplitz matrix- vector product (TMVP)、Karatsuba algorithm、Three-operand multiplication、Pairing based cryptography

A Facebook Post Recommendation System Based on Topic Model

資訊學院資訊學程

社群媒體、Facebook、推薦系統、主題模型、social media、recommendation system、topic model

Eye Movement Analysis for Video Advertising Evaluation: Relationship between Advertising Elements and Multiple Ad Outcomes on Consumer (Memory, Affect, Desirability)

資訊科學與工程研究所・共同指導：孫春在

眼動追蹤、視頻廣告、動態興趣區、廣告元素、廣告效果、Eye tracking、video advertising、dynamic AOI、ad elements、advertising effectiveness

Apply recommendation system on video system

資訊科學與工程研究所

推薦系統、協同過濾演算法、推薦系統的多樣性、Recommendation System、Collaborative Filtering、Diversity、Novelty

House Price Prediction Model with Consideration of Neighborhood Features – A Case Study of Taiwan

網路工程研究所

房價預測、房價分析、時間序列模型、房屋周遭參數、環境參數、house price prediction、house price analysis、time-series model、neighborhood attributes、environmental attributes

A comprehensive evaluation of large-scale parallel matrix factorization algorithms

資訊科學與工程研究所

矩陣分解、平行計算、隨機梯度下降法、Matrix factorization、Parallel computing、Stochastic gradient descent

A Framework for Distributed Automated Testing Environment

資訊學院資訊學程

自動化測試、Automated testing

Elastic and Cost-effective Data Carrier Architecture for Ethereum Smart Contract

資訊科學與工程研究所

區塊鏈、乙太坊、智能合約、資料載體、Blockchain、Ethereum、Smart contract、Data carrier

Counterfeit Website Classification Using Machine Learning Technique

網路工程研究所

詐騙網站、仿冒品網站、機器學習、分類、邏輯迴歸、決策樹、支援向量機、fraudulent website、counterfeit website、machine learning、classification、logistic regression、decision tree、support vector machine

A Study on Agent Technologies for Job Scheduling in Interconnected Cloud

資訊科學與工程研究所・共同指導：張玉山

代理人、互聯雲、工作排程、雲端計算、混合雲、Agent Technology、Interconnected Cloud、Job Scheduling、Cloud Computing、Hybrid Cloud、Rough Set Theory

Forecasting Taiwan Stocks Weighted Index Monthly Average Based on Linear Regression – Applied to Taiwan Stock Index Futures

資訊科學與工程研究所

股價指數預測、股市分析、時間序列模型、網頁服務、stock index prediction、stock market analysis、time-series model、web service

A Touch-Screen IME Error Correction Method - Using Boshiamy Input Method

資訊學院資訊學程

嘸蝦米輸入法、中文輸入法、輸入錯誤校正、Boshiamy、input error correction

Eye- And Mouse-Tracking Analysis System For Webpages

資訊科學與工程研究所

眼動追蹤技術、Chrome插件、凝視識別、Eye-tracking technology、Chrome extension、Fixation identification

A Genetic Algorithm Based Integrated Service for Marker Making

電機資訊國際學程

成衣產業、馬克分析、排馬克、基因演算法、Garment Industry、Cut Order Planning、Marker Making、Genetic Algorithm

An Annotation System Based on Eye-Tracking for Disabled Student

網路工程研究所

眼動研究、數位學習、註記系統、身障生、Eye-Tracking Technology、E-learning、Annotation System、Disabled Student

Time Series Data Compression

電機資訊國際學程・共同指導：謝筱齡

壓縮算法、GUID、時間戳參數、浮點值參數、性能、Compression algorithm、Time stamp parameter、Floating point value parameters、Performances

Performance Prediction Model for Social Media Campaign

資訊科學與工程研究所

數位廣告、社群媒體、成效預測、K-Means分群、決策樹、digital advertising、social media、performance predicting、K-Means clustering、decision tree classifying

Construction and Implementation of a Distributed Non-Product Wafer Recycling Information System

資訊學院資訊學程

擋控片、回收、晶圓蒐集機台、晶圓倉儲系統、NPW、Recycle、Wafer Collector、Wafer Bank System

Physical Peer-to-Peer Content Sharing Framework on Mobile Device over Wi-Fi Direct

資訊科學與工程研究所

點對點技術、Wi-Fi Direct、Android、代理伺服器、Peer-to-peer (P2P)、Cache proxy

Design of Networking System Using Proxy Servers (Study Case: STIES ACEH, Indonesia)

電機資訊國際學程

代理伺服器、網路系統、squid、農村、proxy server、network system、rural area

Distributed Heuristic Algorithm for the Weapon Target Assignment Problem in Unreliable Networks

網路工程研究所

火力分配決策問題、分散式系統、啟發式演算法、Weapon Target Assignment Problem、Heuristic Algorithm、Distributed System

Feasibility study on embedded system as a satellite ground station

資訊學院資訊學程

人造衛星、嵌入式系統、地面站、SDR、RF、Raspberry Pi、BeagleBoard

Forecasting of Monthly TAIEX Index – Application on MTX Futures

資訊學院資訊學程

台灣加權股價指數、小型台指、台指期貨、迴歸分析、TAIEX、MTX Futures、Regression Analysis

A Mouse Simulation System Based on Eye-Tracking Technology

資訊學院資訊學程

眼動儀、眼動追蹤、人機互動、eye-tracking、human–computer interaction、eye-tracking based control system

The studies for large scale information collection and distribution in cloud infrastructure

資訊科學與工程研究所

網路服務聚合、安全監控、容錯、Web Service composition、Surveillance、Fault-tolerance

A Video Analysis System based on Eye-Tracking

網路工程研究所

眼動研究、動態興趣區、物件追蹤、人臉辨識、熱圖、Eye Tracking Technology、Dynamic Area Of Interest、Object Tracking、Face Detection、Heat Map

Fog Computing Paradigm: Multilayer Data Processing and Aggregating Framework for Latency-sensitive Service

資訊科學與工程研究所

霧運算、整合服務、物聯網、Fog computing、Integrating service、Internet of thing

A Study of Information Hiding Techniques on Digital Content Protection

資訊科學與工程研究所・共同指導：林家禎

資訊隱藏、秘密通訊、浮水印、區塊截短編碼、向量量化編碼、離散小波轉換、版權保護、圖像認證、Information hiding、Watermarking、Data hiding、Copyright protection、Image authentication、Search order coding (SOC)、Vector quantization (VQ)、Block truncation coding (BTC)、Discrete wavelet transform (DWT)

A Double Exponential Smoothing Based Approach to Predict System Resource Utilization

資訊科學與工程研究所

自動擴展、雙指數平滑法、多層伺服器、Auto Scaling、Double Exponential Smoothing、N-tier Server

A Reciprocal O2O Advertising System for Shopping District

網路工程研究所

行動廣告、廣告系統、離線商務模式、QR碼、Mobile Advertising、Advertising System、O2O、QR Code

A Mobile Advertising System Based on User Provided Information in Exchange for Free Internet Surfing

資訊學院資訊學程

行動廣告、Mobile Advertising

A House Price Prediction Integrated Web Service System of Taiwan Districts

資訊科學與工程研究所

房價預測、房價分析系統、分群、house price prediction、house price prediction analytical system、clustering

Improve the data transfer rate of USB mass storage on Windows O.S.

資訊學院資訊學程

通用序列匯流排、視窗驅動模組、資料預先拮取、USB、WDM、Data prefetch

A Crowdsourcing-based Distributed Automatic Web Testing Service

資訊科學與工程研究所

網路服務測試、群眾外包、測試即服務、Web service testing、Crowdsourcing、Testing as a service

A Small World Based Approach for Improving Dynamic Load-Balancing In Heterogeneous Systems

資訊科學與工程研究所

負載均衡、小世界、異構系統、擴散、動態、load balancing、dynamic、small world、diffusion、Heterogeneous Systems

An Advertisement Video Analysis System based on Eye-Tracking

資訊科學與工程研究所

眼動研究、動態興趣區、廣告影片、Eye Tracking Technology、Dynamic Area Of Interest、Advertisement Video

An Advertising Reciprocal Platform for Microenterprises

資訊科學與工程研究所

廣告方法、二維條碼、共享經濟、advertising method、two-dimensional barcode、sharing economics

An Advertising System Based on Fog Computing Architecture

資訊科學與工程研究所

霧運算、行動廣告、廣告系統、fog computing、mobile advertising、advertising system

A file-deduplicated private cloud storage service using CDMI

網路工程研究所

雲端儲存、私有雲、檔案去重複、分散式檔案系統、CDMI、Cloud storage、Private cloud、data deduplication、DFS

A Threshold-based Cloud Resource Allocation Framework with QoS Considerations

電機資訊國際學程

資源配置、自動延展、門檻、回應時間、服務品質、資源利用最佳化、Resource Allocation、Auto Scaling、Threshold、QoS、Response Time、Efficient Resource Utilization

House Prices Prediction System Based on Open Government Data

網路工程研究所

房價預測、房價分析系統、house prices prediction、house prices analytical system

Web Content Sharing on Fog Computing

網路工程研究所

代理伺服器、霧運算、Proxy、Fog Computing

Cloud Storage Access Gateway

資訊科學與工程研究所

雲端資料管理介面、OAuth 2.0、CDMI

A Cross-Cloud System Reconfiguration Tool

網路工程研究所

雲端、重構、擴展、IaaS、reconfiguration、scaling

An Automatic Bottleneck Detection System with Scaling Recommendation

網路工程研究所

瓶頸偵測、多層伺服器、服務水準協議、自動分析、Bottleneck Detection、N-tier Server、SLA、Automatic Analysis

Internet web base video conference platform

資訊學院資訊學程

網際網路視訊會議平台、網際網路視訊串流、視訊會議、RTMP、Flash

The application of ERP system was imported in Construction industry–Using T company as example

資訊學院資訊學程

ERP、營建業、Construction industry

UCS: An Integrated Cloud Storage Service

資訊科學與工程研究所

雲端硬碟、網路服務、Service computing、Cloud Storage、Web service

Mask Data Preparation System

資訊學院資訊學程

光罩、資料準備、Mask、Data Preparation

File Transfer and Synchronization over Multiple Clients/Server Environment

電機資訊國際學程

檔案同步、客戶端、伺服器、File synchronization、client、server

wTutorOnline: A browser-based plugin free tutor online system

資訊科學與工程研究所

數位教學、E-education

RET: A Reminder System Based on Eye Tracking for Reading

網路工程研究所

基於眼動的溫馨提醒閱讀系統、A Reminder System Based on Eye Tracking for Reading

基於雲端的動態內容傳遞網路

電機資訊國際學程

雲端計算、內容傳遞網路、Hadoop、SQL、NoSQL、MongoDB、資料庫連接器、資料庫轉移、Cloud Computing、Content Delivery Network、Database Connector、Database migration

Cloud Storage Aggregator

電機資訊國際學程

云存储、聚合器、云文件系统、cloud storage、aggregator、cloud file system

ATP: A Browser-based Distributed Testing Service Platform

網路工程研究所

網路服務測試、測試即服務、瀏覽器、Web Service Testing、TaaS、Browser

A turnaround time driven cloud resource management framework

網路工程研究所

自動擴增、水平增長、回應時間、雲端運算、auto scale、scale out、response time、cloud computing

Big Data:Open Data and Realty Website Analysis

資訊學院資訊學程

房價分析、房仲網、實價登錄網、House、Price、Analyze

A WebRTC-based video conferencing system for seniors

網路工程研究所

視訊會議、Eler-friendly、WebRTC

Design and Implementation of Weblog Analysis System with Hadoop

資訊學院資訊學程

Hadoop、分散式運算、雲端運算、巨量資料、Distributed Computing、Could Computing、Big Data

A Cross Language Plagiarism Detection Based on Cloud Computing

資訊科學與工程研究所

抄襲偵測、跨語言抄襲偵測、雲端計算、MapReduce、plagiarism detection、cross-language plagiarism detection、cloud computing

Study and Implement Direct Data Transfer for GPU as TCP/IP Offload Engine

資訊學院資訊學程

GPU、tcp/ip 卸載引擎、tcp/ip offload engine、GPUDirect

A flexible public cloud based testing service for heterogeneous testing targets

資訊科學與工程研究所

雲端、測試、服務、雲端測試、cloud、testing、service、cloud testing

A Study of Self-Organizing Computer-aided Crowd Computation

資訊科學與工程研究所・共同指導：曾憲雄

人智運算、群眾外包、社交計算、集體智慧、人機可交換資訊、自我調適、human computation、crowdsourcing、social computing、collective intelligence、human/machine exchangeable information、self-organizing

The Development of a Computer-assisted Academic Reading and Writing System

網路工程研究所・共同指導：孫于智

註記、學術閱讀、合作學習、Annotation、Academic Reading、Cooperative Learning

Moodle module with Cloud Storage support and SNS enabled

資訊科學與工程研究所

雲端儲存服務、學習管理平台、Moodle、Cloud Storage Service、LMS

A design and implementation of video sharing and search platform based on Web GIS

資訊科學與工程研究所

行車紀錄、影片分享、影片搜尋、地圖修正演算法、全球定位系統、Driving recorder、Video sharing、Video searching、Map Matching Algorithm、GPS

A LDAP based cloud storage system

資訊科學與工程研究所

雲端儲存、分散式檔案系統、雲端服務、平行化NFS、LDAP、Cloud storage、Distributed File System、Cloud service、PNFS

File Deduplication with Cloud Storage File System

資訊學院資訊學程

去重複、Hadoop、雲端運算、HDFS、雲端儲存、Single instance storage、Deduplication、Cloud Computing、Cloud Storage

Design and Implementation of LED Package Try-Run Feedback System

資訊學院資訊學程

LED封裝、試比例、線性迴歸、LED Package、Try-run、Linear Regression

A System of Publishing and Managing Contents in Multiple Web2.0 Websites

資訊科學與工程研究所

Web1.0、Web2.0、政策、policy

Automatic Rack Cabinet Management System for Data Center

多媒體工程研究所

自動化、管理系統、節能、Automation、Management system、Power saving

A novel parallel Bees Algorithm for optimization problems on GPU

資訊科學與工程研究所

圖形處理器、蜂群演算法、平行、人工智慧、昆蟲智慧、CUDA、GPU、Bees Algorithm、Parallel、Swarm Intelligence、AI

A Social Network Based Online Tutoring System

資訊科學與工程研究所

線上課輔、社群網站、學習成效、online tutoring、Google+、learning effect

Cloud-based surveillance system under Hadoop

資訊學院資訊學程

雲端儲存、監控、surveillance、NVR、Hadoop

The Development of an International Trade Practice Learning System

資訊科學與工程研究所

商務英語、分類英文錯誤顏色註記系統、國際貿易、國際貿易實務實習系統、business English、colorful annotation system、international trade、international trade training system

Semantic, Ubiquitous, and User Configurable Smart Home Automation

資訊科學與工程研究所

智慧家庭、語意式家庭、家庭自動化、離線行動網頁瀏覽、行動內容調適、Smart Home、Semantic Home、Home Automation、Offline Mobile Web Application、Mobile Content Adaptation

Aiolos : a new cloud storage system

網路工程研究所

雲端、儲存架構、群集檔案系統、元數據管理、cloud、storage architecture、cluster file system、metadata management

A Cross Platform Mobile Learning System Using QT SDK Framework

資訊科學與工程研究所

Mobile Learning、Cross Platform、QT SDK Framework