陳秋媛

Task Offloading in Vehicular Edge Networks Using Graph-Based Reinforcement Learning with Mobile Edge Servers

應用數學系

車載邊緣運算、任務卸載、圖神經網路、強化式學習、移動邊緣伺服器、車對車通訊、vehicular edge computing、task offloading、graph neural network、reinforcement learning、mobile edge server、vehicle-to-vehicle communications

The Effects of Granularity in Stepwise Visualization Materials on Junior High School Students' Figural Pattern Learning

理學院碩士在職專班-科技與數位學習組・共同指導：陳明璋

圖形模式、步驟視覺化、教材粒度、認知負荷、學習動機策略、學習歷程、AMA Slide Show、figural patterns、stepwise visualization、material granularity、cognitive load、motivated strategy use、learning processes

Large Language Models for Detecting Flaws in Chinese Math Problems: A Comparative Study of Models, Prompt Strategies, and Reasoning Ability

數據科學與工程研究所・共同指導：顏安孜

中文自然語言處理、數學題目瑕疵檢測、提示設計、教育應用、分類穩定性、大型語言模型、推理模型、chinese natural language processing、math problem flaw detection、prompt design、educational applications、classification stability、large language models、reasoning models

A Mobile Robot Path Planning Algorithm with the Least Number of Inflection Points - in a Grid Map with Obstacles

應用數學系

移動機器人、路徑規劃、演算法、轉折點最小化、網格、障礙物、mobile robot、path planning、algorithm、inflection point minimization、grid map、obstacle

A Novel Algorithm for Assignment and Routing in the Home Health Care Problem

應用數學系

家庭照護、指派、路由、凸包、基因演算法、home health care、assignment、routing、convex hull、genetic algorithm

Multimodal Data Fusion for Semantic Trajectory Retrieval in Indoor Parking Lots

數據科學與工程研究所・共同指導：曾煜棋

多模態對齊、對比式學習、跨模態檢索、多階段訓練策略、電腦視覺、Multimodal alignment、Contrastive learning、Cross-modal retrieval、Multi-stage trainging strategy、Computer vision

Language-Based Reasoning of Machine Sound Anomalies via Difference Representations

數據科學與工程研究所・共同指導：曾煜棋

異常偵測、異常定位、自動音訊描述、音訊差異描述、音訊差異學習、anomaly detection、anomaly localization、automated audio captioning、audio difference captioning、audio difference learning

A Graph Reinforcement Learning Based Routing Algorithm in Software-Defined Wireless Sensor Networks with Load Balancing

應用數學系

軟體定義網路、無線感測網路、強化式學習、路由演算法、負載平衡、圖神經網路、software-defined networking (SDN)、wireless sensor network (WSN)、reinforcement learning (RL)、routing algorithm、load balancing、graph neural network (GNN)

Genetic Algorithms for Collaborative Edge Service Placement for Stationary and Mobile Devices in IoTs

應用數學系

物聯網、靜止用戶、移動用戶、邊緣計算、邊緣節點、放置問題、基因演算法、Internet of Things (IoT)、stationary client、mobile client、edge computing、edge node、placement problem、genetic algorithm (GA)

Two Reinforcement Learning Based Methods for Adaptive Traffic Light Control

應用數學系數學建模與科學計算

強化學習、交通壅塞問題、交通燈號控制、馬可夫決策過程、Q-學習、狀態-動作-獎勵-狀態-動作、reinforcement learning、traffic congestion problem、traffic light control、Markov Decision Process (MDP)、Q-learning、State-Action-Reward-State-Action (SARSA)

An Improved Mobile Robot Path Planning Algorithm Based on Concept Lattice - in Grid Map with Obstacles

應用數學系

移動機器人、路徑規劃、網格、障礙物、演算法、正規內容、概念格、Mobile robot、path planning、grid map、obstacle、algorithm、formal context、concept lattice

Structure-Preserving Doubling Based Algorithms for Solving Perturbed Continuous-Time Algebraic Riccati Equations

應用數學系・共同指導：林文偉

連續時間代數黎卡迪方程、李亞普諾夫方程、擾動、保結構、平方演算法、舒爾分解、Continuous-time algebraic Riccati equation、Lyapunov equation、Perturbation、Structure-preserving、Doubling algorithm、Schur decomposition

Three Charging Pad Deployment Schemes for Wireless Rechargeable Sensor Networks with Grid Topology

應用數學系

無線可充電傳感器網絡、無人機、部署問題、充電板、網格拓樸、支配數、Wireless rechargeable sensor network (WRSNs)、unmanned aerial vehicle (UAV)、deployment problem、charging pad、grid topology、domination number

Multi-objective Optimization of Critical Link Detection Based on Cascading Failure Model in Power Transmission Networks

應用數學系

級聯故障、電力傳輸網路、關鍵連結偵測、多目標優化、多目標演化演算法、網路脆弱性、Cascading failure、power transmission network、critical link detection、multi-objective optimization、multi-objective evolutionary algorithm、network vulnerability

Evolutionary Algorithms for Pad Deployment and On-demand Charging Scheduling in WRSNs

應用數學系所

無線可充電傳感器網絡、充電板部署問題、按需充電排程問題、無人機、基因演算法、蟻群優化、wireless rechargeable sensor network (WRSN)、pad deployment problem、on-demand charging scheduling problem、unmanned aerial vehicle (UAV)、genetic algorithm (GA)、ant colony optimization (ACO)

New Algorithms and New Analysis for Superposed Data Uploading Problem in Internet of Things

應用數學系所

物聯網、智能物件、疊加資料、演算法、NP-困難、Internet of Things、smart device、superposed data、algorithm、NP-hardness

On-demand Charging Scheme for Target k-Coverage in Wireless Rechargeable Sensor Networks

應用數學系所

無線可充電感測網路、目標覆蓋、k-覆蓋、請求式充電策略、無線充電車輛、車輛路徑問題、wireless rechargeable sensor network、target coverage、k-coverage、on-demand energy charging scheme、wireless charging vehicle、vehicle routing problem

A 3-hop Topology with TSCH Scheduling in Small and Dense WSNs or In-Vehicles WSNs

應用數學系所

小型密集無線感測網路、排程、時間槽位與信道跳頻、拓樸管理、連線 品質、Small and dense wireless sensor network、scheduling、time-slotted channel hopping (TSCH)、topology management、link quality

Corrected Barrier Coverage Algorithms in Wireless Sensor Networks under Probabilistic Sensing Model

應用數學系所

邊界覆蓋、感測器佈署、無線感測網路、機率感測模型、演算法、Barrier coverage、sensor deployment、wireless sensor network、probabilistic sensing model、algorithm

Multi-Vehicle On-Demand Charging Scheduling Schemes for Wireless Rechargeable Sensor Networks

應用數學系所

無線可充電感測網路、充電排程、請求式能源補充、無線充電車輛、車輛路徑問題、Wireless rechargeable sensor network、charging scheduling、on-demand energy replenish、wireless charging vehicle、vehicle routing problem

An Intrusion Detection System for Internet of Things Based on LSTM Networks

應用數學系所

深度學習、長短期記憶網路、物聯網、入侵偵測系統、網路安全、Deep Learning、Long Short-Term Memory、LSTM、IoT、Intrusion Detection System、IDS、Cyber Security

Hole-detection and Hole-healing Algorithms for Wireless Sensor Networks That Admit Obstacles

應用數學系所

無線感測網路、缺洞、缺洞偵測、缺洞修補、Delaunay三角化、障礙物、wireless sensor networks、coverage hole、hole detection、hole healing、Delaunay triangulation、obstacle

An Accurate Car Position Method Using the Mapping Decision Feedback Neural Network

應用數學系所・共同指導：曾煜棋

自動駕駛、深度學習、類神經網路、車間通訊、數據融合、Autonomous Driving、Deep Learning、Neural Network、V2V Communication、Data Fusion

Improve Learning Effect for Autonomous Driving by Inception Series Network And Overtaking Determination

應用數學系所・共同指導：劉晉良

機器學習、自動駕駛、超車、卷積神經網路、Machine learning、Autonomous driving、Inception、Convolution neural network、Overtaking、TORCS、Caffe

On Optimizing Signaling Efficiency of Semi-Persistent Scheduling for VoLTE Retransmissions

應用數學系所・共同指導：曾煜棋

半靜態調度、VoLTE、LTE-A、Semi-Persistent Scheduling

Multilevel (k) Coverage Based on Probabilistic Sensing Model in Wireless Sensor Networks

應用數學系所

網絡規劃、感測器覆蓋問題、感測器佈署、機率感測模型、無線感測網路、network planning、sensor coverage problem、sensor deployment、probabilistic sensing model、wireless sensor network

New Hole-detection and Hole-healing Algorithms for Wireless Sensor Networks

應用數學系所

無線感測網路、缺洞、缺洞偵測、缺洞修補、Delaunay 三角化、wireless sensor network、coverage hole、hole detection、hole healing、Delaunay triangulation

A Study of Digital Teaching Material Design Based on Cognitive Process: An Example of Trees in Data Structure Course

應用數學系所・共同指導：陳明璋

認知負荷、多媒體學習、教材設計、成就水準、學習成效、資料結構、樹、二元樹、cognitive load、multimedia learning、teaching material design、achievement level、learning achievement、data structures、tree、binary tree

Two Distributed Coloring Strategies for Collision-avoidance in Data Collection of Sink-centric Sensor Networks Based on Relaxed Interference Sets

應用數學系所

使用工作週期的以收集端為中心的感測器網路、資料收集、衝突、干擾、鄰接圖、二步著色、Duty-cycle sink-centric sensor networks、data collection、collision、interference、adjacency graph、distance-two coloring

New Strategies for Hole Detection and Hole Healing in Wireless Sensor Networks

應用數學系所

無線感測網路、缺洞、缺洞偵測、缺洞修補、動態規劃、wireless sensor networks、coverage hole、hole detection、hole healing、dynamic programming

Fault-tolerance and Minimum Cost Placement of Bistatic Radar Sensors for Belt Barrier Coverage

應用數學系所

邊界覆蓋、最小花費佈署、邊界覆蓋寬度、收發分置雷達、容錯、節能、barrier coverage、barrier breadth、bistatic radar、minimum cost placement、fault tolerance、energy saving

Hole Detection and Healing in Mobile Wireless Sensor Networks

應用數學系所

使用可移動感測器之無線感測網路、覆蓋、缺洞檢測、缺洞修補、演算法、mobile wireless sensor network、coverage、hole detection、hole healing、algorithm

A New Distributed, Collaborative, Conflict-Friendly Localization Algorithm for Wireless Sensor Networks

應用數學系所

無線感測網路、定位、演算法、覆蓋率、可定位協作體、wireless sensor network、localization、algorithm、coverage、localizable collaborative body

Self-stabilizing minimal dominating set algorithms of distributed systems and the signed star domination number of Cayley graphs

應用數學系所

自我穩定演算法、分散式計算、圖論演算法、有正負號星控制數、凱氏圖、Self-stabilizing algorithm、Distributed computing、Graph algorithm、Signed star domination number、Cayley graphs

A New Binary Training Protocol for Wireless Heterogeneous Sensor and Actor Networks

應用數學系所

傳感器網路、異質傳感器、粗略定位、位置訓練協定、定位協定、Sensor and actor networks、heterogeneous sensors、coarse-grained localization、location-training protocols、localization protocols

The Comparison of Void Handling Techniques in Wireless Sensor Networks

應用數學系所

無線網路、感測網路、地理路由、貪婪式前進策略、無效處理技術、保證送達、Wireless network、sensor network、geographic routing、greedy forwarding strategy、void handling、delivery guarantee

New adaptive localization algorithms that achieve better coverage for wireless sensor networks

應用數學系所

無線感測網路、定位、演算法、剛性、全域剛性、三角定位、wireless sensor network、localization、algorithm、rigidity、globally rigid、trilateration

A distance-two coloring with applications to wireless sensor and actor networks

應用數學系所

無線傳感器網路、粗質定位、二步著色、防止碰撞、Wireless sensor and actor network、Coarse-grain localization、Distance-two coloring、Collision avoidance

Signed star domination and signed star domatic numbers of complete bipartite graphs and an improved algorithm for network planarization

應用數學系所

符號星控制數、符號星劃分數、完全二分圖、無線感測網路、網路平面化、二分平面化、Signed star domination number、Signed star domatic number、Complete bipartite、Sensor network、Network planarization、Bipartite planarization

On the study of position-based routing algorithms for wireless ad hoc networks

應用數學系所

無線隨意網路、以位置為基礎的路由演算法、保證送達、路徑擴張、單位圓盤圖、wireless ad hoc network、position-based routing、delivery guarantee、path dilation、unit disk graph