Research
研究領域
二十年的技術縱深，從無線感測網路一路堆疊到生成式 AI——四條研究主線與完整的論文、會議、競賽資訊都在這裡。
01ON-PREMISE LLM地端 LLaMA 私有部署
資料不出企業。從開源模型微調、量化壓縮到推論服務架設，建立可在企業內網運行的私有化大型語言模型。
2025 AIGO 優等「AI 逗陣 GO」— 學界唯一入決賽
02MULTI-AI AGENTS多 AI Agents 協作系統
檢索、規劃、生成、審核分工的智能體架構——讓多個 AI 各司其職、互相校驗，完成複雜任務。
2025 資服創新競賽教育 AI 組第一名・多代理人課程
03KG × RAG知識圖譜 × RAG
結構化知識驅動的檢索增強生成——讓模型的每個答案有依據、可追溯，是企業知識庫落地核心。
企業知識助理產學案・檢索增強生成課程
04MULTIMODAL VISION多模態影像理解
長影片事件理解與語意生成——以視覺語言模型偵測時序事件並自動生成照護摘要。
2025 育秀 AI 數位科技研創論文獎 特優
人工智慧
深度學習
物聯網
嵌入式系統
機器學習
機器人與雲計算
智慧居家照護
物聯網、雲、大數據整合
Research lineage
研究脈絡：二十年三次轉身
2005 – 2015
無線感測網路 WSN
感測資料蒐集、無線充電排程——IEEE 最佳論文的起點。
2015 – 2021
物聯網 × 大數據
成立研究中心，8 本專書、教育部教材獎三連。
2021 – 現在
生成式 AI × 多智能體
地端 LLM、Multi-Agents、多模態——連年橫掃全國競賽。
160 篇
期刊論文（1991–2026）
136 案
國科會／產學研究計畫
8 本
AI／IoT 專書著作
3 條主線
地端 LLM · Agents · 多模態
每一次轉身都不是放棄，而是堆疊：WSN 時期打下的網路與排程基礎，成為物聯網時代大規模感測部署的底層；物聯網與大數據累積的真實場域資料，正是今日訓練與評測地端大型語言模型的養分。研究不追逐熱潮，而是讓二十年的技術縱深在每個新題目上發揮複利。
160 篇
期刊論文（1991–2026）
8 本
AI／IoT 專書
Best Paper
IEEE ICIASE 2019 最佳論文獎
特優
2025 育秀 AI 研創論文獎
精選論文
- 2025多模態事件理解與語意生成——日照中心長影片實證IMP 國際研討會 · 視覺語言模型 × 時序事件偵測育秀特優
- 2019無線感測網路高效資料蒐集機制IEEE ICIASE · Wireless Sensor NetworksBest Paper
專書著作
- AI 人工智慧全華出版社
- 人工智慧：素養及未來趨勢全華圖書
- 雲端運算概論五南
- 物聯網智慧應用與實務五南
- 物聯網與穿戴式裝置概論與實務應用碁峰資訊
- 物聯網智慧應用及技術特訓教材碁峰資訊
- 無線網路與行動計算(第二版)全華圖書
- 物聯網概論碁峰資訊
論文與著作完整清單
共 160 篇 · 依年份排列 · 目前顯示 2022–2026
1 / 7
202620 篇
- P. Xu, S. Han, Z. Wu, C. Y. Chang, and D. S. Roy, "SCOPE: A Hierarchical Event-Triggered Framework for Spatio-Temporal Coverage Maximization in WRSNs with Zeno-Free Scheduling Guarantees," to appear in IEEE Sensors Journal, 2026. (SCI 2025 IF=4.5)
- W. D. Jiang, C. Y. Chang, Y. T. Chin, T. C. Huang, and D. S. Roy, "Interpretable Federated Learning for Unsupervised Video Anomaly Detection in Smart City," to appear in IEEE Transactions on Emerging Topics in Computing, 2026. (SCI 2025 IF=5.4)
- W. D. Jiang,C.-Y. Tsai, Y. Li, C. Y. Chang, C. Wang and D. S. Roy, "Uro-PPLD: Physiology and Pathology-Aware Latent Diffusion for Cystoscopic Image Generation and Augmentation," to appear in IEEE Journal of Biomedical and Health Informatics, 2026. (SCI 2025 IF=7.7)
- Y. X. Li, C. Y. Chang, J. Z. Lin, Y. Pan, W. H. Liao, and D. S. Roy, "MM-PRS: A Multi-Modal Parking Recommendation System based on Extracting Parking Features and Deep Learning," to appear in Intelligent Data Analysis, 2026. (SCI 2025 IF=1.0)
- W. D. Jiang, C. Y. Chang, S. C. Kuai, and D. S. Roy, "DecoVAD: Divide-and-Conquer Multimodal Learning for Video Anomaly Detection," to appear in IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2026. (SCI 2025 IF=5.1)
- C. Y. Chang, H. C. Su, S. J. Jhang, C. H. Kuo, W. H. Liao, and D. S. Roy, "Constraint-First GraphRAG with Structured Debate for Urban Tourism Support," to appear in International Journal of Ad Hoc and Ubiquitous Computing, 2026. (SCI 2025 IF=0.6)
- H. C. Chang, S. J. Jhang, C. Y. Chang, and D. S. Roy, "Narrative Video Question Answering via Role-Aware Coreference, Temporal Event Graphs, and Retrieval-Augmented Generation," to appear in International Journal of Ad Hoc and Ubiquitous Computing, 2026. (SCI 2025 IF=0.6)
- C. Y. Chang, T. J. Lin, and Y. Chen, C. H. Kuo, and D. S. Roy, "HLPL: Hepatic Evaluation for Life Prediction based on Machine and Deep Learning," to appear in Intelligent Data Analysis, 2026. (SCI 2025 IF=0.9)
- W. D. Jiang, C. Y. Chang, T. C. Huang, Y. S. Lee, and D. S. Roy, "An Explainable KAN–Shapley Framework for Many-to-Many Electric Vehicle Charging Dispatch in Intelligent Transportation Systems," to appear in IEEE Transactions on Intelligent Transportation Systems, 2026. (SCI 2025 IF=8.5)
- J. Y. Jiang, C. Y. Chang, Y. X. Li, T. C. Huang and D. S. Roy, “STaR: A Soft-labeling and Triplet-Aware Retriever for Efficient Retrieval-Augmented QA,” Multimedia Systems, vol. 32 no. 510, pp.1-24, 2026. (SCI 2025 IF=2.8)
- Y. T. Yang, C. Y. Chang, T. C. Huang, Y. T. Chin and D. S. Roy, " Restaurant Vector Generation Using a Word Embedding Model and Its Application to Restaurant Site Selection," Engineering Applications of Artificial Intelligence, vol. 181, Art. no. 115532, 2026. (SCI 2025 IF=9.0)
- P. Xu, S. L. Han, C. Y. Chang, and D. S. Roy, " Defying Uncertainty: Reliable Barrier Coverage in Unstable Energy-Harvesting Networks," IEEE Sensors Journal, vol. 26, no. 15, 1,AUG. 2026. (SCI 2025 IF=4.7)
- H. C. Chang, T. C. Huang, C. Y. Chang, W. H. Liao, and D. S. Roy, " DRIFT: Regime-Aware Self-Supervised Learning, Zero-Inflated Forecasting, and Inference Fusion for Metro OD Demand under Temporal Distribution Shift," Journal of Internet Technology, vol. 27, no. 4, pp. 539-553, Jul. 2026. (SCI 2025 IF=1.2)
- Z. Xu, C.H. Kuo, C. Y. Chang, J. Liu, and C. Yu, " Learning boosting: enhancing predictive modelling in blended learning environments," International Journal of Ad Hoc and Ubiquitous Computing, vol. 51, no. 2, pp. 116-126, Mar. 2026. (SCI 2025 IF=0.6)
- C. Y. Chang, S. J. Jhang, Y. T. Chin, I. H. Chang, and D. S. Roy, " A Multimodal Framework for Violent Behavior Recognition in Surveillance Videos," Neurocomputing, vol. 684, no. 133532, Apr. 2026. (SCI 2025 IF=6.1)
- W. D. Jiang, C. Y. Chang, T. C. Huang, Y. T. Chin, and D. S. Roy, " PEXP: A Scalable Parallel Tree-Based Framework for Interpreting Models on Big Data," IEEE Transactions on Big Data, vol. 12, no. 4, pp. 1177-1194, Aug. 2026. (SCI 2025 IF=5.7)
- P. Xu, C. Y. Tsai, C. Y. Chang, Y. T. Chin, and D. S. Roy, " MedExplainer: An Interpretable Ensemble Parallel-Tree Framework for Interpreting Vision–Language Models in Medical Imaging," Journal of King Saud University Computer and Information Sciences, vol. 38, no. 126, Feb. 2026. (SCI 2025 IF=6.1)
- W. D. Jiang, Y. T. Chin, Y. T. Yang, C. Y. Chang, and D. S. Roy, " Detection, Retrieval, and Explanation Unified: A Violence Detection System Based on Knowledge Graphs and GAT," IEEE Transactions on Systems, Man and Cybernetics: Systems, vol. 56, no. 4, pp. 2827-2841, Apr. 2026. (SCI 2025 IF=9.1)
- Y. T. Yang, and C. Y. Chang, " ALBS: Adaptive Language Learning by Leveraging BERT and Semantic Technologies for Customized Lexical Proficiency," Intelligent Data Analysis, pp. 1-20, March. 2026. (SCI 2025 IF=0.9)
- C. Y. Chang, W. D. Jiang, I. H. Chang, and D. S. Roy, " Not Only Detection but also Explain: An Interpretable Multimodal System for Anomaly Detection," IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 10, no. 2, pp. 1863-1877, Apr. 2026. (SCI 2025 IF=6.6)
202511 篇
- C. Y. Chang, Y. L. Liang, S. J. Wu, Y. T. Lin and D. S. Roy, “KGIE: A Knowledge Graph Question-Answering with Knowledge-Guided Information Extraction Framework,” to appear in Journal of Intelligent & Fuzzy Systems, 2024. (SCI 2025 IF=1.2}
- W. C. Yang, X. Li, C. Y. Chang, and D. S. Roy, " Hierarchical Knowledge Graph-Based QA System with Retrieval-Augmented Generation," Enterprise Information Systems, Nov. 2025. (SCI 2026 IF=3.4)
- Q. Zhang, S.-H. Wang, C.-C. Lin, C. Y. Chang, and D. S. Roy, " CARES: A Hybrid Caregivers Recommendation System Using Deep Learning and Knowledge Graphs," Internet of Things, vol. 34, pp. 101769, Sept. 2025. (SCI 2026 IF=7.1)
- Z. Hu, X. Gui, C. Y. Chang, X. Zhang, and D. S. Roy, " A Multiple Mobile Chargers Collaboratative Recharging Scheme for Enhanced Data Quailty and Sustainable Lifetime in WRSNs," IEEE Sensors Journal, vol. 25, no. 17, pp. 34000-34016, Sept. 2025. (SCI 2026 IF=4.8)
- Q. Zhang, C. Y. Chang, C. Chuang, W. H. Liao, and D. S. Roy, " Teaching Authentic Sign Language Through Multiple Representation Learning," Multimedia Systems, vol. 31, no. 327, pp. 1-18, Aug. 2025. (SCI 2026 IF=3.3)
- W. D. Jiang, C. Y. Chang, M. Y. Su, Y. S. Lee, and D. S. Roy, " Toward Interpretable Multimodal Violence Detection with Knowledge Distillation and Modality-Aligned Preprocessing," IEEE Transactions on Systems Man Cybernetics-Systems, vol. 55, no. 9, pp. 6215-6228, Sept. 2025. (SCI 2026 IF=8.5)
- P. Xu, Y. Li, C. Y. Chang, C. H. Kuo, and D. S. Roy, " Dynamic Weather-Adaptive Enhanced Barrier Coverage with Adjustable-Range Sensors for WRSNs," Journal of Internet Technology, vol. 26, no. 4, pp. 523-545, July 2025. (SCI 2026 IF=1.1)
- Q. Zhang, C. Y. Chang, S. J. Wu, H. C. Chang, and D. S. Roy, " MMDL: A Multi-Modal Deep Learning for Video Highlight Detection in Sports," International Journal of Multimedia Information Retrieval, vol. 14, no. 18, pp. 1-18, April 2025. (SCI 2026 IF=5.2)
- W. D. Jiang, C. Y. Chang, S. J. Yen, S. J. Wu, and D. S. Roy, “RealExp: Decoupling Correlation Bias in Shapley Values for Faithful Model Interpretations,” Information Processing & Management, vol. 62, no. 4, pp. 104153-104183, July 2025. (SCI 2026 IF=8.3)
- Y. S. Lee, S. J. Yen, W. D. Jiang, J. Chen, and C. Y. Chang, " Illuminating the Black Box: An Interpretable Machine Learning Based on Ensemble Trees," Expert Systems with Applications, vol. 272, pp. 126720-126738, Feb. 2025. (SCI 2026 IF=9.0)
- Q. Y. Zhang, C. Y. Chang, C. J. Shang, H. C. Chang, and D. S. Roy, " Capturing Captivating Moments: A Multi-Model Approach for Identifying Baseball Strikeout Highlights," Signal, Image and Video Processing, vol. 19, no. 232, pp. 1-14, Jan. 2025. (SCI 2026 IF=2.5)
202411 篇
- P. Xu, X. Wang, C. Y. Chang, Y. Li, and D. S. Roy, " JMLA: Joint Monitoring Quality and Network Lifetime for Range-Adjustable Sensors in WRSNs," IEEE Sensors Journal, vol. 24, no. 20, pp. 33522-33543, Oct. 2024. (SCI 2025 IF=4.7)
- W. Wen, C. Y. Chang, Q. Chang, and D. S. Roy, " PLPR: Joint Perpetual Lifetime and Path Reduction for Energy Recharging Using Multiple Mobile Chargers in WRSNs," IEEE Sensors Journal, vol. 24, no. 19, pp. 31157-31171, Oct. 2024. (SCI 2025 IF=4.7)
- C. Zhang, Y. Li, P. Xu, C. Y. Chang, and D. S. Roy, " Dynamic Probabilistic Sensing for Enhanced Target Coverage in WRSNs," IEEE Sensors Journal, vol. 24, no. 16, pp. 26699-26715, Aug. 2024. (SCI 2025 IF=4.7)
- Q. Y. Zhang, C. Y. Chang, X. Li, C. J. Shang, and D. S. Roy, “IEET: Improving Emergent Events Transmission for Home Elderly Care with Multi-Layer BLE Topology Control,” IEEE Transactions on Consumer Electronics, vol. 70, no. 3, pp. 5326-5339, Aug. 2024. (SCI 2025 IF=8.6)
- Q. Zhang, C. Y. Chang, M. Y. Su, H. C. Chang, and D. S. Roy, “HMTV: Hierarchical Multimodal Transformer for Video Highlight Query on Baseball,” Multimedia Systems, vol. 30, no. 285, pp. 1-18, Sep. 2024. (SCI 2025 IF=3.3)
- H. L. Yu, C. Y. Chang, W. Guan, Y. Wang, and D. S. Roy, “MC^3: A Muli-Charger Cooperative Charging Mechanism for Maximizing Surveillance Quality in RWSNs,” IEEE Sensors Journal, vol. 24, no. 10, pp. 17080-17091, May 2024. (SCI 2025 IF=4.7)
- C. Y. Chang, A. S. santra, I. H. Chang, S. J. Wu, D. S. Roy, and Q. Zhang, “Design and implementation of a real-time face recognition system based on artificial intelligence techniques,” Multimedia Systems, vol. 30, no. 114, pp. 1-19, Apr. 2024. (SCI 2025 IF=3.3)
- A. Wang, H. Liu, C. Zheng, H. Chen, and C. Y. Chang “Fusion of kinematic and physiological sensors for hand gesture recognition,” Multimedia Tools and Applications, vol. 83, pp. 68013-68040, July 2024. (SCI 2025 IF=2.9)
- C. Y. Chang, Y. T. Yang, Q. Zhang, Y. T. Lin, and D. S. Roy, “ICRM: An Intelligent Citation Recommendation Mechanism Based on BERT and Weighted BoW Models,” Journal of Intelligent & Fuzzy Systems, vol. 46, pp. 10135-10150, May 2024. (SCI 2025 IF=1.2)
- C. Y. Tsai, M. Y. Su, C. Chuang, C. Y. Chang, and D. S. Roy, “TEPM: Traveler Enrollment Prediction Mechanism using BERT-based Feature Clustering and LSTM Models,” International Journal of Ad Hoc and Ubiquitous Computing, vol. 46, no. 1, pp. 14-26, May 2024. (SCI 2025 IF=0.6)
- C. Y. Chang, Y. L. Liang, S. J. Wu, and D. S. Roy, “SV2-SQL: A Text-to-SQL Transformation Mechanism Based on BERT Models for Slot Filling, Value Extraction and Verification,” Multimedia Systems, vol. 30, no. 16, pp. 1-17, Jan. 2024. (SCI 2025 IF=3.3)
20237 篇
- Z. Hu, C. Y. Chang, R. Shen, C. H. Kuo, and D. S. Roy, “A Recharging Mechanism for Improving Data Quality and Maintaining Sustainable Lifetime in WRSNs,” IEEE Sensors Journal, vol. 23, no. 22, pp. 28244-28260, Nov. 2023. (SCI 2025 IF=4.7)
- C. Y. Chang, S. J. Jhang, S. J. Wu, and D. S. Roy, “JCF: joint coarse- and fine-grained similarity comparison for plagiarism detection based on NLP,” The Journal of Supercomputing, vol. 80, pp. 363-394, June 2023. (SCI 2025 IF=2.6)
- C. Shang, C. Y. Chang, W. H. Liao, and D. S. Roy, “RLR: Joint Reinforcement Learning and Attraction Reward for Mobile Charger in Wireless Rechargeable Sensor Networks,” IEEE Internet of Things Journal, vol. 10, no. 18, pp. 16107-16120, Sept. 2023. (SCI 2025 IF=9.6)
- B. Dande, C. Y. Chang, S.J. Wu, and D. S. Roy, “WLARS: Work Load Aware Recharge Scheduling Mechanism for Improving Surveillance Quality in Wireless Rechargeable Sensor Networks,” IEEE Sensors Journal, vol. 23, no. 11, pp. 12237-12250, June 2023. (SCI 2025 IF=4.7)
- X. Li, Q. Zhang, C. Y. Chang, S.J. Yang, and D. S. Roy, “JECP: Joint Energy Conservation and Collision Avoidance for Path Construction in Bluetooth Networks,” IEEE Sensors Journal, vol. 23, no. 9, pp. 10168-10178, May 2023. (SCI 2025 IF=4.7)
- Y. P. Kan, C. Y. Chang, S. J. Wu, C. H. Kuo, and D. S. Roy, “CSCP: Energy Charging Mechanism for Surveillance Quality, Network Connectivity and Perpetual Lifetime in WRSNs,” Journal of Internet Technology, vol. 24, no. 2, pp. 461-473, Mar. 2023. (SCI 2025 IF=1.0)
- H. C. Kuo, S. H. Chen, Y. H. Chen, Y. C. Lin, C. Y. Chang, Y. C. Wu, T. D. Wang, L. S. Chang, I. H. Tai, and K. S. Hsieh, “Detection of coronary lesions in Kawasaki disease by Scaled-YOLOv4 with HarDNet backbone,” Frontiers, vol. 22, no. 9, pp. 1-8, Jan. 2023. (SCI 2024 IF=4.1)
20227 篇
- B. Dande, C. Y. Chang, C. H. Kuo, and D. S. Roy, “RS-STQ: Recharge Scheduling Algorithm for Maximizing Spatial and Temporal Data Accuracy,” IEEE Sensors Journal, vol. 22, no. 23, pp. 23565-23580, Dec. 2022. (SCI 2025 IF=4.7)
- X. M. Shao, C. Y. Chang, S. H. Zhao, C. H. Kuo, D. S. Roy, X. Pi, and S. J. Yang, “JSQE: Joint Surveillance Quality and Energy Conservation for Barrier Coverage in WSNs,” Sensors, vol. 22, no. 4120, pp. 1-22, June 2022. (SCI 2025 IF=3.7)
- B. Dande, C. Y. Chang, W.H. Liao, and D. S. Roy, “MSQAC: Maximizing the Surveillance Quality of Area Coverage in Wireless Sensor Networks,” IEEE Sensors Journal, vol. 22, no. 6, pp. 6150-6163, Mar. 15, 2022. (SCI 2025 IF=4.7)
- Q. Zhang, C. Y. Chang, Z. Dong and D. S. Roy, “TCSAR: Target Coverage Mechanism for Sensors With Adjustable Sensing Range in WRSNs,” IEEE Sensors Journal, vol. 22, no. 4, pp. 3756-3765, Feb. 2022. (SCI 2025 IF=4.7)
- B. Ma, and C. Y. Chang, “Semantic Segmentation of High-Resolution Remote Sensing Images Using Multiscale Skip Connection Network,” IEEE Sensors Journal, vol. 22, no. 4, pp. 3745-3755, Feb. 2022. (SCI 2025 IF=4.7)
- Y. Kan, C. Y. Chang, C. H. Kuo, and D. S. Roy, “Coverage and Connectivity Aware Energy Charging Mechanism Using Mobile Charger for WRSNs,” IEEE Systems Journal, vol. 16, no. 3, pp. 3993-4004, Sep. 2022. (SCI 2025 IF=4.4)
- K. Das, S. Moulik, and C. Y. Chang, “Priority-based Dedicated Slot Allocation with Dynamic Superframe Structure in IEEE 802.15.6-based Wireless Body Area Networks,” IEEE Internet of Things Journal,vol. 9, no. 6, pp. 4497-4506, Mar. 2022. (SCI 2025 IF=9.6)
20215 篇
- H. Y. Yu, C. Y. Chang, Y. J. Wang, D. S. Roy, and X. Bai, “CAERM: Coverage Aware Energy Replenishment Mechanism Using Mobile Charger in Wireless Sensor Networks,” IEEE Sensors Journal, vol. 21, no. 20, pp. 23682-23697, Oct. 2021. (SCI 2025 IF=4.7)
- W. Wen, C. Y. Chang, S. J. Wu, and D. S. Roy, “CORL2: Exploring Cooperative Opportunities, Reducing Latency and Prolonging Network Lifetime for Data Collection Using Mobile Sinks in Wireless Sensor Networks,” IEEE Sensors Journal, vol. 21, no. 17, pp. 19596-19610, Sep 2021. (SCI 2025 IF=4.7)
- P. Xu, J. Wu, C. Y. Chang, C. Shang, and, D. S. Roy, “MCDP: Maximizing Cooperative Detection Probability for Barrier Coverage in Rechargeable Wireless Sensor Networks,” IEEE Sensors Journal, vol. 21, no. 5, pp. 7080-7092, March 2021. (SCI 2025 IF=4.7)
- A. Wang, S. H. Zhao, C. Zheng, J. Yang, G. L. Chen and, C. Y. Chang, “Activities of Daily Living Recognition with Binary Environment Sensors Using Deep Learning: A Comparative Study,” IEEE Sensors Journal, vol. 21, no. 4, pp.5423-5433, Feb 2021. (SCI 2025 IF=4.7)
- C. Y. Chang, C. C. Lin, W. H. Liao and, D. S. Roy, “A Distributed Multi-Level Data Collection Mechanism Using Bus in WSNs,” IEEE Systems Journal, vol. 15, no. 3, pp. 4554-4565, Sep. 2021. (SCI 2025 IF=4.4)
20209 篇
- Z. X. Dong, C. J. Shang, C. Y. Chang and, D. S. Roy, “Barrier Coverage Mechanism Using Adaptive Sensing Range for Renewable WSNs,” IEEE ACCESS, vol. 8, No. 1, pp. 86065-86080, May 2020. (SCI 2018 IF=4.098)
- C. J. Shang, C. Y. Chang, J. J. Liu, S. H. Zhao, and D. S. Roy, “FIID: Feature-Based Implicit Irregularity Detection Using Unsupervised Learning from IoT Data for Homecare of Elderly,” IEEE Internet of Things Journal, vol. 7, no. 11, pp. 10884-10896, Nov. 2020. (SCI 2020 IF=9.515)
- M. Chen, H. B. Wang, C. Y. Chang and, X. G. Wei, “SIDR: A Swarm Intelligence-based Damage-Resilient Mechanism for UAV Swarm Networks,” IEEE ACCESS, vol. 8, no. 1, pp. 77089-77105, May. 2020. (SCI 2018 IF=4.098)
- W. M. Wen, C. J. Shang, C. Y. Chang and D. S. Roy, “DEDC: Joint Density-Aware and Energy-Limited Path Construction for Data Collection Using Mobile Sink in WSNs,” IEEE ACCESS, vol. 8, no. 1, pp. 78942-78955, May. 2020. (SCI 2018 IF=4.098)
- W. H. Liao, B. Dande, C. Y. Chang and D. S. Roy, “MMQT: Maximizing the Monitoring Quality for Targets Based on Probabilistic Sensing Model in Rechargeable Wireless Sensor Networks,” IEEE ACCESS, vol. 8, no. 1, pp. 77073-77088, May. 2020. (SCI 2018 IF=4.098)
- C. Y. Chang, S. Y. Chen, I. H. Chang, G. J. Yu and D.S. Roy, “Multi-Rate Data Collection Using Mobile Sink in Wireless Sensor Networks,” IEEE Sensors Journal, vol. 24, no. 14, pp. 8173-8185, July 2020. (SCI 2018 IF=3.076)
- C. J. Shang, C. Y. Chang, G. L. Chen, S. H. Zhao and H. B. Chen, “BIA: Behavior Identification Algorithm Using Unsupervised Learning Based on Sensor Data for Home Elderly,” IEEE Journal of Biomedical and Health Informatics, vol. 24, no. 6, pp. 1589-1600, Jun. 2020.. (SCI 2020 IF=4.217)
- C. J. Shang, C. Y. Chang, G. L. Chen, S. H. Zhao and J. Z. Lin, “Implicit Irregularity Detection using Unsupervised Learning on Daily Behaviors,” IEEE Journal of Biomedical and Health Informatics, vol. 24, no. 1, pp. 131-143, Jan. 2020. (SCI 2020 IF=4.217)
- H. B. Chen, C. Y. Chang, Shenghui Zhao, C. J. Shang and G. L. Chen “Activity Recognition Approach based on Spatial-Temporal constraints for Aged-care in Smart Home,” International Journal of Ad Hoc and Ubiquitous Computing, vol. 33, no. 3, pp. 168-183, Apr. 2020. (SCI 2020 IF=0.648)
20195 篇
- C. Y. Chang, C. C. Lin, C. J. Shang, I. H. Chang, D. S. Roy, “DBDC: A Distributed Bus-based Data Collection Mechanism for Maximizing Throughput and Lifetime in WSNs,” IEEE ACCESS, vol. 7, no. 1, pp. 160506-160522, Oct. 2019. (SCI 2018 IF=4.098)
- P. Xu, J. Wu, C. J. Shang, and C. Y. Chang, “GSMS: A Barrier Coverage Algorithm for Joint Surveillance Quality and Network Lifetime in WSNs,” IEEE ACCESS, vol. 7, no. 1, pp. 159608-159621, Oct. 2019.. (SCI 2018 IF=4.098)
- Pei Xu, I-Hsiung Chang, Chih-Yung Chang, Bhargavi Dande and Chih-Yao Hsiao, “A Distributed Barrier Coverage Mechanism for Supporting Full View in Wireless Visual Sensor Networks,” IEEE ACCESS,vol. 7, no. 1, pp. 156895-156906, Oct. 2019 (SCI 2018 IF=4.098)
- Z. Dong, C. Y. Chang, G. Chen, I. H. Chang,and P. Xu “Maximizing Surveillance Quality of Boundary Curve in Solar-Powered Wireless Sensor Networks,” IEEE ACCESS,vol. 7, pp. 77771-77785, Jun. 2019. (SCI 2018 IF=3.557)
- J. Z. Lin, S. Y. Chen, C. Y. Chang,and G. L. Chen “SPA: Smart Parking Algorithm based on Driver Behavior and Parking Traffic Predictions,” IEEE ACCESS,vol. 7, pp. 34275-34288, Mar. 2019 (SCI 2018 IF=3.557)
20188 篇
- A. Wang, G. Chen, X. Wu, L. Liu, N. An,and C. Y. Chang, “Towards Human Activity Recognition: A Hierarchical Feature Selection Framework,” Sensors, vol. 18,no. 11, pp. 3629-1~3629-22, Oct. 2018. (SCI 2017 IF=2.475)
- W. M. Wen, C. Y. Chang, S. H. Zhao,and C. J. Shang, “Cooperative Data Collection Mechanism Using Multiple Mobile Sinks in Wireless Sensor Networks,” Sensors, vol.18,no. 8, pp.2627-1~2627-19, Aug. 2018 (SCI 2017 IF=2.475)
- C. Y. Chang, C. Y. Hsiao,and C. T. Chang, “QoS Guaranteed Surveillance Algorithms for Directional Wireless Sensor Networks,” Ad Hoc Networks, vol. 81, pp. 71-85, Dec. 2018. (SCI 2017 IF=3.151)
- C. Y. Chang, Y. W. Kuo, P. Xu,and H. Chen, “Monitoring Quality Guaranteed Barrier Coverage Mechanism for Traffic Counting in Wireless Sensor Networks,” IEEE ACCESS, vol.6, pp.30778-30792, May 2018 (SCI 2017 IF=3.557)
- C. I. Weng, C. Y. Chang, C. Y. Hsiao, C. T. Chang,and H. B. Chen, “On-Supporting Energy Balanced k-Barrier Coverage in Wireless Sensor Networks,” IEEE ACCESS, vol. 6, pp. 13261–13274, Jan. 2018. (SCI 2017 IF=3.557)
- W. M. Wen, S. H. Zhao, C. J. Shang, and C. Y. Chang, “EAPC: Energy-Aware Path Construction for Data Collection using Mobile Sink in Wireless Sensor Networks,” IEEE Sensors Journal, vol. 18, no. 2, pp. 890–901, Jan. 2018 (SCI 2017 IF=2.617)
- Q. Y. Zhang, G. Chen, C. Y. Chang,and C. C. Chen, “MATR: A Mobility-Aware Topology Restructuring Scheme for Bluetooth Body Area Networks,” Journal of Internet Technology, vol. 19, no. 2, pp. 391–402, Mar. 2018. (SCI 2017 IF=1.301)
- C. Y. Chang, Y. T. Chin, C. C. Chen, and C. T. Chang, “Impasse-Aware Node Placement Mechanism for Wireless Sensor Networks,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 48, no. 8, pp. 1225–1237, Aug. 2018. (SCI 2017 IF=5.135)
20173 篇
- Z. Wang, Z. Zhong, M. Ni, M. Hu, and C. Y. Chang, “Bus-Based Content Offloading for Vehicular Networks,” Journal of Communications and Networks, vol. 19, no. 3, Jun. 2017. (SCI 2017 IF=1.252)
- G. Chen, A. Wang, S. Zhao, L. Liu,and C. Y. Chang, “Latent feature learning for activity recognition using simple sensors in smart homes,” Springer Link: Multimedia Tools and Applications, vol.77,no.12 pp. 15201-15219, Aug. 2017. (SCI 2017 IF=1.541)
- C. Y. Chang, C. T. Chang, L. Zhao, Z. Dong, and C. C. Chen, “A Stepwise Multi-channel MAC Protocol for Improving Bandwidth Utilization in Wireless Ad Hoc Networks,” IEEE Systems Journal, vol. 11, no. 4, pp. 2444-2455, Dec. 2017. ( SCI 2017 IF=4.337 )
20165 篇
- H. Yu, G. Chen, S. Zhao, C. Y. Chang, and Y. T. Chin, “An Efficient Wireless Recharging Mechanim for Ahieving Perpetul Lifetime of Wireless Sensor Networks,” Sensors, vol. 17, no. 13, Dec. 2016. (SCI 2017 IF=2.475)
- C. T. Chang, C. Y. Chang, C. H. Kuo, and C. Y. Hsiao, “A Location-Aware Power Saving Mechanism based on Quorum Systems for Multi-Hop Mobile Ad Hoc Networks.,” Ad Hoc Networks, vol. 53, pp. 94-109, Dec. 2016. ( SCI 2017 IF=3.151 )
- Q. Zhang, G. Chen, L. Zhao, and C. Y. Chang “Piconet Construction and Restructuring Mechanisms for Interference Avoiding in Bluetooth PANs,” Journal of Network and Computer Applications, vol. 75, no. 11, pp. 89-100, Nov. 2016. (SCI 2017 IF=3.991)
- A. Wang, G. Chen, J. Yang, and C. Y. Chang, “A Comparative Study on Human Activity Recognition Using Inertial Sensors in a Smartphone,” IEEE Sensors Journal, vol. 16, no. 11, pp. 4566-4578, Jun. 2016. ( SCI 2017 IF=2.617 )
- C. T. Chang, C. Y. Chang, S. Zhao, J. C. Chen, and T. L. Wang, “SRA: A Sensing Radius Adaptation Mechanism for Maximizing Network Lifetime in WSNs,” IEEE Transactions on Vehicular Technology, vol. 65, no. 12, pp. 9817-9833, Dec. 2016. (SCI 2017 IF=4.432)
20158 篇
- C. Y. Chang, C. H. Kuo, J. C. Chen, and T. C. Wang, “Design and Implementation of an IoT Access Point for Smart Home,” Applied Sciences, vol. 5, no. 4, pp. 1882-1903, Dec. 2015. ( SCI 2015 IF=1.726 )
- C. Shang, G. Chen, C. Ji, and C. Y. Chang, “An Efficient Target Tracking Mechanism for Guaranteeing User-Defined Tracking Quality in WSNs,” IEEE Sensors Journal, vol. 15, no. 9, pp. 5258-5271, Sept. 2015. ( SCI 2014 IF=1.762 )
- C. Y. Chang, G. Chen, G. J. Yu, T. L. Wang, and T. C. Wang, “TCWTP: Time-Constrained Weighted Targets Patrolling Mechanism in Wireless Mobile Sensor Networks,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 45, no. 6, pp. 901-914, Jun. 2015. (SCI 2014 IF=5.135)
- C. Y. Chang, Z. Zhong, and M. H. Li, “Foreword,” Int. J. Ad Hoc and Ubiquitous Computing, 2015. vol. 19. Nos. 1/2 ( SCI 2014 IF=0.554 )
- C. Y. Chang, C. T. Chang, T. C. Wang, and M. H. Li, “Throughput Enhanced Relay Placement Mechanism in WiMAX 802.16j Multi-hop Relay Networks,” IEEE Systems Journal, vol. 9, no. 3, pp. 728-742, Sept. 2015. ( SCI 2014 IF=1.98 )
- C. Y. Chang, M. H. Li, W. C. Huang, and S. C. Lee, “An Optimal Scheduling Algorithm for Maximizing Throughput in WiMAX Mesh Networks,” IEEE Systems Journal, vol. 9, no. 2, pp. 542-555, Jun. 2015. ( SCI 2014 IF=1.98 )
- R. F. Chen, Z. D. Zhong, C. Y. Chang, B. Ai and R. He, “Performance Analysis on Network Connectivity for Vehicular Ad Hoc Networks,” International Journal of Ad Hoc and Ubiquitous Computing, vol. 20, no. 2, pp. 67–77, Sept. 2015. (SCI 2014 IF=0.554)
- M. Hu, Z. D. Zhong, and C. Y. Chang, “MMS-MVN: A Multimedia Multicast Scheduling method for Multi-hop Vehicular Networks,” International Journal of Ad Hoc and Ubiquitous Computing, vol. 20, no. 4, pp. 237–248, Nov. 2015. (SCI 2014 IF=0.554)
20145 篇
- C. Y. Chang, T. L. Wang, and C. Y. Lin, “A MAC Protocol by Applying Staggered Channel Model for Cognitive Radio Networks,” ACM Wireless Networks, vol. 20, no. 7, pp. 1873-1888, Apr. 2014. (SCI 2014 IF=0.961)
- C. Y. Chang, G. J. Yu, T. L. Wang, and C. Y. Lin, “Path Construction and Visit Scheduling for Targets by Using Data Mules,” IEEE Transactions on Systems Man and Cybernetics: Systems, vol. 44, no. 10, pp. 1289-1300, Oct. 2014. ( SCI 2014 IF=1.699 )
- C. Y. Chang, C. T. Chang, T. C. Wang, and Y. J. Lu, “STB-MAC: Staggered Multi-Channel Traffic Balanced MAC Protocol in Wireless Networks,” IEEE Transactions on Vehicular Technology, vol. 63, no. 4, pp. 1779-1789, May 2014. (SCI 2014 IF=1.978)
- C. Y. Chang and M. H. Li, “A Placement Mechanism for Relay Stations in 802.16j WiMAX Networks,” Springer Wireless Networks, vol. 20, no. 2, pp. 227–243, 2014. ( SCI 2014 IF=0.961 )
- C. T. Chang, C. Y. Chang, and T. L. Wang, “Accident Aware Localization Mechanism for Wireless Sensor Networks,” Elsevier Journal of Parallel and Distributed Computing, vol. 74. no. 9, pp. 2831–2844, Sept. 2014. (SCI 2014 IF=1.179)
20134 篇
- C. T. Chang, C. Y. Chang, T. L. Wang, and Y. J. Lu, “Throughput Enhancement by Exploiting Spatial Reuse Opportunities with Smart Antenna Systems in Wireless Ad Hoc Networks,” Computer Networks, vol. 57, no. 13, pp. 2483–2498, Sept. 2013. (SCI 2014 IF=1.256)
- C. Y. Chang, C. Y. Lin, C. T. Chang, and W. C. Chu, “An Energy-Balanced Swept-Coverage Mechanism for Mobile WSNs,” ACM Wireless Networks, vol. 19, no. 5, pp. 871-889, Jul. 2013. (SCI 20104 IF=0.961)
- C. Y. Chang, C. Y. Lin, G. J. Yu, and C. H. Kuo, “An Energy-Efficient Hole-Healing Mechanism for Wireless Sensor Networks with Obstacles,” Wireless Communications and Mobile Computing, vol. 13, no. 4, pp. 377–392, Mar. 2013. (SCI 2014 IF=0.858)
- K. Xiong, Y. Zhang, D. Li, C. Y. Chang and Z. D. Zhong, “Multi-antenna Relay Beamforming Design for QoS Discrimination in Two-way Relay Networks,” The Scientific World Journal, vol. 2013, Article ID 306423, 8 pages, 2013. doi:10.1155/2013/306423 ( SCI 2013 IF=1.730 )
20127 篇
- L. L. Hung, C. Y. Chang, C. C. Chen, and Y. C. Chen, “BUFE-MAC: A Protocol with Bandwidth Utilization and Fairness Enhancements for Mesh-Backbone Based VANETs,” IEEE Transactions on Vehicular Technology, vol. 61, no. 5, pp. 2208-2221, Jun. 2012. (SCI 2014 IF=1.970)
- C. T. Chang, C. Y. Chang, and C. Y. Lin, “Anchor-Guiding Mechanism for Beacon-Assisted Localization in Wireless Sensor Networks,” IEEE Sensors Journal, vol. 12, no. 5, pp. 1098–1111, May 2012. (SCI 2014 IF=1.762)
- C. Y. Lin, S. Zeadally, T. S. Chen, and C. Y. Chang, “Enabling Cyber Physical Systems with Wireless Sensor Networking Technologies,” International Journal of Distributed Sensor Networks, vol. 2012, Article ID 489794, 2012. (SCI 2014 IF=0.665)
- C. Y. Chang, C. Y. Lin, and C. H. Kuo, “EBDC: An Energy-Balanced Data Collection Mechanism Using a Mobile Data Collector in WSNs,” Sensors, vol. 12, no. 5, pp. 5850-5871, May 2012. (SCI 2014 IF=1.762)
- C. Y. Chang, Y. J. Lu, J. P. Sheu, and C. Y. Wang, “Adaptive Route Sharing Protocol for Data Collection in Wireless Sensor Networks ?span>,” International Journal of Ad Hoc and Ubiquitous Computing, vol. 9, no. 3, pp. 184–195, Apr. 2012. (SCI 2014 IF=0.554)
- C. Y. Chang, L. L. Hung, Y. J. Lu, S. W. Chang, and Y. C. Chen, “Decentralized and Energy-Balanced Algorithms for Maintaining Temporal Full-Coverage in Mobile WSNs,” Wireless Communications and Mobile Computing, vol. 12, no. 5, pp. 445–462, Apr. 2012. (SCI 2014 IF=0.858)
- C. Y. Chang, C. Y. Lin, and C. T. Chang, “Tone-Based Localization for Distinguishing Relative Locations in Wireless Sensor Networks,” IEEE Sensors Journal, vol. 12, no. 5, pp. 1058–1070, May 2012. (SCI 2014 IF=1.762)
20111 篇
20103 篇
- C. Y. Chang, C. T. Chang, Y. C. Chen, and S. C. Lee, “Active Route-Guiding Protocols for Resisting Obstacles in Wireless Sensor Networks,” IEEE Transactions on Vehicular Technology, vol. 59, no. 9, pp. 4425-4442, Nov. 2010. (SCI 2014 IF=1.978)
- C. Y. Chang, J. P. Sheu, S. W. Chang, and Y. C. Chen, “A Frequency-Aware Data-Centric Mechanism for Wireless Sensor Networks,” Wireless Communications and Mobile Computing, vol. 10, no. 8, pp. 1078-1101, Jul. 2010. (SCI 2014 IF=0.858)
- K. P. Shih, H. C. Chen, C. Y. Chang, and T. C. Kao, “The Development and Implementation of Scaffolding-Based Self-Regulated Learning System for e/m-Learning,” International Forum of Educational Technology & Society, vol. 13, no. 1, pp. 80-93, Jan. 2010. (SSCI 2011 IF=1.067)
20094 篇
- C. Y. Chang, Y. C. Chen, L. L. Hung, and S. W. Chang, “A Novel Multi-Channel MAC Protocol with Directional Antenna for Enhancing Spatial Reuse and Bandwidth Utilization in WLANs,” Journal of Parallel and Distributed Computing, vol. 69, no. 10, pp. 824-837, Jul. 2009. (SCI 2014 IF=1.179)
- C. Y. Chang, J. P. Sheu, and Y. C. Chen, “An Obstacle-Free and Power Efficient Deployment Algorithm for Wireless Sensor Networks,” IEEE Transactions on Systems, Man, and Cybernetics -- Part A: Systems and Humans, vol. 39, no. 4, pp. 795-806, Jul. 2009. (SCI 2012 IF=2.183)
- C. Y. Chang, C. T. Chang, Y. C. Chen, and H. R. Chang, “Obstacle-Resistant Deployment Algorithms for Wireless Sensor Networks,” IEEE Transactions on Vehicular Technology, vol. 58, no. 6, pp. 2925-2941, Jul. 2009. (SCI 2014 IF=1.978)
- Y. S Chen, Y. W. Lin, and C. Y. Chang, “An overlapping communication protocol using improved time-slot leasing for Bluetooth WPANs,” Journal of Network and Computer Applications, vol. 32, no. 1, pp. 273-292, Jan. 2009. (SCI 2014 IF=2.229)
20085 篇
- C. Y. Chang, C. T. Chang, and S. W. Chang, “TMCP: Two-Layer Multicast Communication Protocol for Bluetooth Radio Networks,” Computer Networks, vol. 52, no. 14, pp. 2764-2778, Oct. 2008. (SCI 2014 IF=1.256)
- S. W. Chang, P. K. Sahoo, and C. Y. Chang, “A Location Aware Mobility based Routing Protocol for the Bluetooth Scatternet,” Wireless Personal Communication s, vol. 47, no. 4, pp. 541-566, Dec. 2008. (SCI 2014 IF= 0.653)
- C. Y. Chang and H. R. Chang, “Energy-Aware Node Placement, Topology Control and MAC Scheduling for Wireless Sensor Networks,” Computer Networks, vol. 52, no. 11, pp. 2189-2204, Aug. 2008. (SCI 2014 IF=1.256)
- C. Y. Chang and S. W. Chang, “Novel Route Maintenance Protocols for the Bluetooth Ad Hoc Network with Mobility,” Journal of Network and Computer Applications, vol. 31, no. 4, pp. 535-558, Nov. 2008. (SCI 2014 IF=2.229)
- G. J. Yu and C. Y. Chang, “Congestion Control of Bluetooth Radio System by Piconet Restructuring,” Journal of Network and Computer Applications, vol. 31, pp. 201-223, Aug. 2008. (SCI 2014 IF=2.229)
20079 篇
- G. J. Yu and C. Y. Chang, “An Efficient Cluster-based Multi-channel Management Protocol for Wireless Ad Hoc Networks,” Computer Communications, vol. 30, pp. 1742-1753, Jul. 2007. (SCI 2014 IF=1.695)
- C. Y. Chang and H. R. Chang, “Power Control and Fairness MAC Mechanisms for 802.11 WLANs,” Computer Communications, vol. 30, pp. 1527-1537, May 2007. (SCI 2014 IF=1.695)
- C. Y. Chang and C. T. Chang, “A Traffic-Aware Restructuring Protocol for Bluetooth Radio Networks,” Computer Networks, vol. 51, no. 14, pp. 4070-4091, Oct. 2007. (SCI 2014 IF=1.256)
- G. J. Yu, C. Y. Chang, K. P. Shih, and S. C. Lee, “Relay Reduction and Disjoint Route Construction for Scatternet over Bluetooth Radio Systems,” Journal of Network and Computer Applications, vol. 30, pp. 728-749, Jun. 2007. (SCIE 2014 IF=2.229)
- C. Y. Chang, K. P. Shih, C. H. Hsu, and H. C. Chen, “A Location-aware Multicasting Protocol for Bluetooth Location Networks,” Information Sciences : An International Journal, vol. 177, pp. 3161-3177, May 2007. (SCI 2010 IF=2.836)
- T. K. Shih, T. H. Wang, C. Y. Chang, T. C. Kao, and D. Hamilton, “Ubiquitous e-Learning with Multimodal Multimedia Devices,” IEEE Transactions on Multimedia, vol. 9, no. 3, pp. 487-499, Apr. 2007. (SCI 2014 IF=2.303)
- S. S. Wang, K. P. Shih, and C. Y. Chang, “Distributed Direction-based Localization in Wireless Sensor Networks,” Computer Communications, vol. 30, pp. 1424-1439, Apr. 2007. (SCI 2014 IF=1.695)
- C. Y. Chang, C. T. Chang, T. S. Chen, and H. R. Chang, “Hierarchical Management Protocol for Constructing a QoS Communication Path in Wireless Ad Hoc Networks,” Information Sciences : An International Journal, no. 177, pp. 2621-2641, Mar. 2007. (SCI 2010 IF=2.836)
- C. Y. Chang, P. K. Sahoo, and S. C. Lee, “A Location-Aware Routing Protocol for the Bluetooth Scatternet,” Wireless Personal Communications, vol. 40, no. 1, pp. 117-135, Jan. 2007. ( SCIE 2014 IF= 0.653)
20063 篇
- C. Y. Chang and H. R Chang, “Adaptive Role Switching Protocol for Improving Scatternet Performance in Bluetooth Radio Networks,” IEEE Transactions on Consumer Electronics, vol. 52, no. 4, pp. 1229-1238, Nov. 2006. (SCI 2014 IF=1.045)
- C. T. Chang, C. Y. Chang, and J. P. Sheu, “BlueCube:Constructing a Hypercube Parallel Computing and Communication Environment over Bluetooth Radio Systems,” Journal of Parallel and Distributed Computing, vol. 66, no. 10, pp. 1243-1258, Oct. 2006. (SCI 2014 IF=1.179)
- K. P. Shih, C. Y. Chang, Y. D. Chen, and T. H. Chuang, “Dynamic Bandwidth Allocation for QoS Routing in TDMA-Based Mobile Ad Hoc Networks,” Computer Communications, vol. 29, no. 9, pp. 1316-1329, May 2006. (SCIE 2014 IF=1.695)
20052 篇
- C. Y. Chang, K. P. Shih, and S. C. Lee, “ZBP: A Zone-based Broadcasting Protocol for Wireless Sensor Networks,” Wireless Personal Communications, vol. 33, no. 2, pp. 53-68, Apr. 2005. ( SCIE 2014 IF= 0.653)
- Y. S. Chen, C. Y. Chang, T. H. Lin, and C. B. Kuo, “A Generalized Fault-Tolerant Sorting Algorithm on Product Networks,” Journal of Systems Architecture, vol. 51, pp. 185-205, Apr. 2005. (SCI 2014 IF=0.44)
20042 篇
- Timothy, K. Shih, C. Y. Chang, K. P. Shih, T. C Kao, G. J. Yu, and T. S. Chen, “Hard SCORM,” IEEE Learning Technology Newsletter., vol. 6, no. 2, Apr. 2004.
- G. J. Yu, C. Y. Chang, and T. S. Chen, “Task Migration in n-dimensional Wormhole-Touted Mesh Multicomputers,” Journal of Systems Architecture, vol. 50, pp. 177-192, Mar. 2004. (SCI 2014 IF=0.44)
20033 篇
- C. Y. Chang, J. P. Sheu, and T. K. Chen, “Concept and Design of Ad Hoc and Mobile Classrooms,” Journal of Computer Assisted Learning, vol. 19, no. 3, pp. 336-346, Sept. 2003. (SSCI 2014 IF=1.36)
- C. Y. Chang, P. C. Huang, C. T. Chang, and Y. S. Chen, “Dynamic Channel Assignment and Reassignment for Exploiting Channel Reuse Opportunities in Ad Hoc Wireless Networks,” IEICE Transactions on Communications, vol. E86-B, no. 4, pp. 1234-1246, Apr. 2003. (SCI 2013 IF=0.326)
- C. Y. Chang, C. T. Chang, and S. C. Tu, “Obstacle-Free Geocasting Routing Protocol for Ad-Hoc Wireless Networks,” Springer Wireless Networks, vol. 9, no. 2, pp. 143-155, Supported by 甲 -90-H-FA07-1-4, Mar. 2003. (SCI 2014 IF=0.961)
20023 篇
- C. Y. Chang, C. T. Chang, and S. C. Tu, “Active Route-Maintenance Protocol for Signal-Based Communication Path in Ad Hoc Networks,” Journal of Network and Computer Applications, vol. 25, no. 3, pp. 161-177, Supported by 90-H-FA07-1-4, 2002. ( SCIE 2014 IF=2.229)
- C. Y. Chang, J. P. Sheu, and H. C. Chen, “Reducing Cache Conflicts by Multi-Level Cache Partitioning and Array Elements Mapping,” The Journal of Supercomputing, vol. 22, pp. 197-219, Supported by NSC-88-2213-E-156-002, Jan. 2002. (SCI 2014 IF=0.858)
- T. S. Chen and C. Y. Chang, “Skewed Data Alignment in Compiling Programs for Distributed Memory Multicomputers,” The Journal of Supercomputing, vol. 21, no. 2, pp. 191-211, Feb. 2002. (SCI 2014 IF=0.858)
20011 篇
20004 篇
- K. P. Shih, J. P. Sheu, and C. Y. Chang, “Efficient Address Generation for Affine Subscripts in Data-Parallel Programs,” The Journal of Supercomputing, vol. 17, pp. 205-227, Sept. 2000. (SCI 2014 IF=0.858)
- C. Y. Chang, T. S. Chen, and J. P. Sheu, “Improving Memory Traffic by Assembly-Level Exploitation of Reuses for Vector Registers,” The Journal of Supercomputing, vol. 17, pp. 187-204, Supported by NSC-88-2213-E-156-002, Sept. 2000. (SCI 2014 IF=0.858)
- T. S. Chen, C. Y. Chang, and J. P. Sheu, “Efficient Path-Based Multicast in Wormhole-Routed Mesh Networks,” Journal of Systems Architecture, vol. 46, pp. 919-930, Jul. 2000. (SCI 2014 IF=0.44)
- K. P. Shih, J. P. Sheu, C. H. Huang, and C. Y. Chang, “Efficient Index Generation for Compiling Two-Level Mappings in Data-Parallel Programs,” Journal of Parallel and Distributed Computing, vol. 60, pp. 189-216, Mar. 2000. (SCI 2014 IF=1.179)
19991 篇
19961 篇
19951 篇
19921 篇
19911 篇
| 會議 | 全名 | 領域 | CCF 等級 |
|---|---|---|---|
| AAAI | AAAI Conference on Artificial Intelligence | 人工智慧 | CCF-A |
| NeurIPS | Neural Information Processing Systems | 機器學習 | CCF-A |
| ICML | International Conference on Machine Learning | 機器學習 | CCF-A |
| ACL | Annual Meeting of the ACL | 自然語言處理 | CCF-A |
| EMNLP | Empirical Methods in NLP | 自然語言處理 | CCF-B |
| CVPR | IEEE/CVF Computer Vision and Pattern Recognition | 電腦視覺 | CCF-A |
| KDD | ACM SIGKDD Conference | 資料探勘 | CCF-A |
| WWW | The Web Conference | 網路與資訊系統 | CCF-A |
| IJCAI | International Joint Conference on AI | 人工智慧 | CCF-A |
| INFOCOM | IEEE International Conference on Computer Communications | 電腦網路 | CCF-A |
| GLOBECOM | IEEE Global Communications Conference | 通訊 | CCF-C |
| ICIASE | IEEE Intl. Conf. on Innovation, Application and System Engineering | 應用系統（實驗室獲最佳論文） | CCF-C |
依 CCF 推薦目錄分級；各會議每年截稿時間請以官網為準。
| 競賽 | 主辦單位 | 實驗室戰績 |
|---|---|---|
| AIGO 淬鍊實戰盃 | 經濟部 | 2025 優等＋佳作・七年連續獲獎 |
| 資訊應用服務創新競賽 | 教育部・資策會 | 2025 教育 AI 組第一名・全校 16 獎 |
| 台積電 IMC Competition | 台積電・成功大學 | 2024 銅獎＋佳作 |
| AI 應用服務鬥智賽 | 經濟部工業局 | 2023 銅獎＋佳作・獎金 NT$240 萬 |
| 中華電信智慧創新應用大賽 | 中華電信 | 2025 兩隊入圍決賽 |
| 育秀 AI 數位科技研創論文獎 | 育秀教育基金會 | 2025 特優 |
| 統計智慧查詢機器人競賽 | 行政院主計總處 | 2020 全國冠軍 |
| 崇越論文大賞 | 崇越科技 | 2021 AI 應用組優等 |
頂尖會議
- NeurIPS機器學習CCF-A
- ICML機器學習CCF-A
- AAAI人工智慧CCF-A
- ACLNLP / LLMCCF-A
- CVPR電腦視覺CCF-A
- KDD資料探勘CCF-A
- INFOCOM電腦網路CCF-A
目標期刊
- IEEE IoT Journal物聯網Q1
- IEEE TMC行動計算Q1
- IEEE/ACM ToN網路Q1
- IEEE TPDS平行分散系統Q1
- ACM Computing Surveys綜述Q1
- IEEE Access綜合（入門）Q2
分級參考 CCF 目錄與 JCR 分區；投稿選擇依研究內容與指導教授討論為準。
想一起做研究？
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淡江大學 工學館 E758 · 02-2621-5656 ext. 2749 · cychang@mail.tku.edu.tw