| 呂政修 Jenq-Shiou Leu |
|
|---|---|
| Position | |
| Professor | |
| Education | |
| Ph.D. in Computer Science, National Tsing Hua University | |
| jsleu@mail.ntust.edu.tw | |
| Room | |
| EE 705-4 |
| Office Hours | 10:00-12:00(Tue.);10:00-11:30(Wed.) (Pls email me first) |
|---|---|
| Telephone | +886-2-27376386 |
| Homepage | https://scholar.google.com.tw/citations?hl=zh-TW&user=eY736d8AAAAJ |
| Laboratory | 資訊技術行動化實驗室(EE-703-1) |
| Major Field | Mobile Service and Platform Design, Application Development of Computational intelligence, Green and Orange Technology Integration, Distributed Computing(fog/Cloud Computing) |
| Course | Calculus, Mobile Wireless Communication Principles and Practices, Intelligent Space Representation and Exploration, Low Power Wide Area Network Principles and Practices |
| 2024.02 ~ 迄今 | Dean of College of Electrical Engineering and Computer Science, NTUST |
| 2022.02 ~ 2024.01 | Secretary General of The Phi Tau Phi Scholastic Honor Society of the Republic of China |
| 2021.02 ~ 2024.07 | Secretary General, NTUST |
| 2018.02 ~ 2020.07 | Chairman, Ｇraduate Institute of Electro-Optical Engineering, NTUST |
| 2017.08 ~ 2020.07 | Chairman, Department of Electronic and Computer Engineering, NTUST |
| 2016.02 ~ 2016.03 | Visiting Scholar in the University of Tokushima, Japan |
| 2014.02 ~ 迄今 | Professor, NTUST |
| 2014.01 ~ 2017.07 | Vice Chairman, ECE, NTUST |
| 2011.02 ~ 2014.01 | Associate Professor, NTUST |
| 2007.02 ~ 2011.01 | Assistant Professor, NTUST |
| 2005.07 ~ 2007.02 | Assistant Manager, TaiwanMobile |
| 1997.05 ~ 2005.06 | Deputy Project Manager, Mobitai Communications |
| 1995.06 ~ 1997.04 | RD Engineer, Rising Star Technology Co.,Ltd |
| 1993.07 ~ 1995.05 | Navy Compulsory Officer |
| [1] | Research Result |
| [2] | 研究成果 |
| 2023 | 2022 NTUST Excellent Research Award(Industrial Project) |
| 2022 | 2022 NTUST Excellent Teaching Award |
| 2020 | International Advisor of Tokyo Tech Academy for Super Smart Society |
| 2019 | 2018 NTUST Excellent Research Award |
| 2017 | 2017 NTUST Excellent Teaching Award |
| 2017 | IEEE Senior Member |
| 2016 | 2015 NTUST Excellent Research Award |
| 2016 | Editorial Board Member of Journal of Communications |
| 2016 | Editorial Board Member of Journal of Technology |
| 2015 | Editorial Board Member of Cyber-Physical Systems - Taylor & Francis |
| 2015 | 國立台灣科技大學103學年度最佳專題指導教師獎 |
| 2014 | 2013 NTUST Excellent Teaching Award |
| 2011 | 2010 NTUST Excellent Teaching Award |
| 2009 | Listed in Marquis Who's Who in the World, 2009 |
Research Achievement
| [1] | N. A. S. Putro*, J.-S. Leu, N. Ananto, C. Avian, M. I. Mahali and S. W. Prakosa, “Developing Compact Models using Regression Confidence Forge Knowledge Distillation for IMU-based Indoor Positioning System,” IEEE Embedded Systems Letters, IEEE, Oct. 2024 [SCI,EI] |
| [2] | U. Hasanah*, J.-S. Leu, C. Avian, I. Azmi, S. W. Prakosa, “A Systematic Review of Multilabel Chest X-ray Classification Using Deep Learning” accepted by Multimedia Tools and Applications (MTAP), Springer, Vol. xx, Issue xx, pp. xxx - xxx, Sept. 2024 [SCI,EI] |
| [3] | Z. S. Wu* and J.-S. Leu, “CISPR 25 Methodology Enhances In-Vehicle Infotainment Display EMC,” Microwave Journal, Vol. 67, Edition 09, Sep. 2024 (Cover Feature of September 2024) [SCI,EI] |
| [4] | C. Avian, J.-S. Leu*, N. A. S. Putro, M. I. Mahali, I. Azmi, W. Abubakar and S. W. Prakosa, “Temporal Spatial and Signal Descriptor Feature Extraction for Electronic Nose Signal Processing,” accepted by IEEE Sensors Journal, Aug. 2024 [SCI,EI] |
| [5] | M. Faisal*, J.-S. Leu, C. Avian, S. W. Prakosa and M. Koppen, “DFNet: Dense Fusion Convolution Neural Network for Plant Leaf Diseases Classification,” Agronomy Journal, Wiley, Special Issue: MACHINE LEARNING IN AGRICULTURE [SCI,EI] |
| [6] | N. A. S. Putro, C. Avian, S. W. Prakosa, M. I. Mahali and J.-S. Leu*, “Estimating Finger Joint Angles by Surface EMG Signal using Feature Extraction and Transformer-based Deep Learning Model,” Biomedical Signal Processing and Control, Elsevier, Vol. 87, Part B, Jan. 2024 [SCI,EI] |
| [7] | J. T. Darmawan*, X. K. Sigalingging, M. Faisal, J.-S. Leu* and N. R. P. Ratnasari*, “Neural network-based small cursor detection for embedded assistive technology,” accepted by The Visual Computer, Springer [SCI,EI] |
| [8] | U. Hasanah, C. Avian, J. T. Darmawan, N. Bachroin, M. Faisal, S. W. Prakosa, J.-S. Leu*, C.-T. Tsai, “CheXNet and Feature Pyramid Network: A Fusion Deep Learning Architecture for Multilabel Chest X-Ray Clinical Diagnoses Classification,” accepted by The International Journal of Cardiovascular Imaging, Dec. 2023 [SCI,EI] |
| [9] | M. Mulyanto*, J.-S. Leu, M. Faisal and W. Yunanto, “Weight Embedding Autoencoder as Feature Representation Learning in an Intrusion Detection Systems,” Computers and Electrical Engineering(CEE), Vol. 111, Part A, Oct. 2023 [SCI,EI] |
| [10] | H.-H. Cheng, J.-S. Leu* and J.-X. Liu, “Two-Phase Positioning System Based on the Fusion of Wi-Fi Signal Strength and Pose Estimation,” IEEE Systems Journal, Vol. 17, Issue 3, pp. 4866-4873, Sep. 2023 [SCI,EI] |
| [11] | W.-L. Hsu, J.-X. Liu, C.-C. Yang and J.-S. Leu*, “A Fall Detection System Based on FMCW Radar Range-Doppler Image and Bi-LSTM Deep Learning,” IEEE Sensors Journal, Vol. 23, Issue 18, pp. 22031-22039, Sep. 2023 [SCI,EI] |
| [12] | S.-A. Huang and J.-S. Leu*, “A Facile Approach to Represent Neural Network with Less Storage Space,” IEEE Transactions on Emerging Topics in Computational Intelligence, Vol. 7, Issue 4, pp. 1205-1216, Aug. 2023 [SCI,EI] |
| [13] | J. T. Darmawan, J.-S. Leu*, C. Avian and N. R. P. Ratnasari, “MITNet: a fusion transformer and convolutional neural network architecture approach for T-cell epitope prediction,” Briefings in Bioinformatics, Oxford University Press, Vol. 24, Issue 4, pp. 1-17, Jul. 2023 [SCI,EI] |
| [14] | M. I. Mahali*, J.-S. Leu, J. T. Darmawan, C. Avian, N. Bachroin, S. W. Prakosa, M. Faisal and N. A. S. Putro, “A Dual Architecture Fusion and AutoEncoder for Automatic Morphological Classification of Human Sperms,” Sensors, Vol. 23, Issue 14, pp. 1–18, 6613, Jul. 2023 [SCI,EI] |
| [15] | S. I. Rufaida*, T. A. Putra, J.-S. Leu, T. Song, T. Katayama, “Looking Closer to the Transferability Between Natural and Medical Images in Deep Learning,” IEEE Access, Vol. 11, pp. 79838 - 79850, Jul. 2023 [SCI,EI] |
| [16] | J.-X. Liu*, J.-S. Leu and S. Holst, “Stock price movement prediction based on Stocktwits investor sentiment using FinBERT and ensemble SVM,” PeerJ Computer Science, Vol. 9, pp. 1-25, Jun. 2023 [SCI,EI] |
| [17] | M. Faisal, J.-S. Leu and J. T. Darmawan, “Model Selection of Hybrid Feature Fusion for Coffee Leaf Disease Classification,” IEEE Access, Vol. 11, pp. 62281 - 62291, Jun. 2023 [SCI,EI] |
| [18] | Y. Adhitya*, G. S. Mulyani, M. Koppen and J.-S. Leu, “IoT and Deep Learning-Based Farmer Safety System,” Sensors, Vol. 23, Issue 6, pp. 1–18, 2951, Mar. 2023 [SCI,EI] |
| [19] | X. Sigalingging*, S. W. Prakosa, J.-S. Leu, H.-Y. Hsieh, C. Avian and M. Faisal, “SCANet: Implementation of Selective Context Adaptation Network in Smart Farming Applications,” Sensors, Vol. 23, Issue 3, pp. 1–12, 1358, Jan. 2023 [SCI,EI] |
| [20] | S. W. Prakosa*, J.-S. Leu, H.-Y. Hsieh, C. Avian, C.-H. Bai, S. Vitek, “Implementing a Compression Technique on the Progressive Contextual Excitation Network for Smart Farming Applications,” Sensors, Vol. 22, Issue 24, pp. 1–14, 9717, Dec. 2022 [SCI,EI] |
| [21] | C. Avian*, J.-S. Leu, S. W. Prakosa and M. Faisal, “An Improved Classification of Pork Adulteration in Beef Based on Electronic Nose using Modified Deep Extreme Learning with Principal Component Analysis as Feature Learning,” Food Analytical Methods, Springer, Vol. 15, Issue 11, pp. 3020–3031, Nov. 2022 [SCI,EI] |
| [22] | A. J. Mantau*, I. W. Widayat, J.-S. Leu and M. Koppen, “A Human-Detection Method Based on YOLOv5 and Transfer Learning Using Thermal Image Data from UAV Perspective for Surveillance System,” Drones, Vol. 6, Issue 10, pp. 1–12, 290, Oct. 2022 [SCI,EI] |
| [23] | S.-Y. Huang, Y.-H. Huang, H.-Y. Chong, J.-B. Jiang, J.-S. Leu*, and S. Vitek, “A Directional Particle Filter-Based Multi-Floor Indoor Positioning System,” IEEE Access, Vol. 10, pp. 85095-85105, Oct. 2022 [SCI,EI] |
| [24] | S.-K. Chen, J.-S. Leu, W.-B. Hsieh*, J.-T. Wang and T. Song, “Biometric-based Remote Mutual Authentication Scheme for Mobile Device,” Wireless Personal Communications(WPC), Springer, Vol. 126, Issue 2, pp. 1649 - 1664, Sep. 2022 [SCI,EI] |
| [25] | C. Avian, M. I. Mahail, N. A. S. Putro, S. W. Prakosa and J.-S. Leu*, “Fx-Net and PureNet: Convolutional Neural Network Architecture for Discrimination of Chronic Obstructive Pulmonary Disease from Smokers and Healthy Subjects Through Electronic Nose Signals,” Computers in Biology and Medicine, Elsevier, Vol. 148, 105913, pp. 1-15, Sep. 2022 [SCI,EI] |
| [26] | A. P. B. Budiarsa, J.-S. Leu, K.-F. Yuen and X. Sigalingging*, “Improved Swarm-wavelet based Extreme Learning Machine for Myoelectric Pattern Recognition,” Biomedical Signal Processing and Control, Elsevier, Vol. 77, 103737, pp. 1-11, Aug. 2022 [SCI,EI] |
| [27] | Y.-W. Hong, J.-S. Leu, M. Faisal* and S. W. Prakosa, “Analysis of Model Compression Using Knowledge Distillation,” IEEE Access, Vol. 10, pp. 85095-85105, Aug. 2022 [SCI,EI] |
| [28] | T. Katayama*, T. Song, X. Jiang, J.-S. Leu, T. Shimamoto, “Domain Adaptation through Photorealistic Enhanced Images for Semantic Segmentation,” Mathematical Problems in Engineering, Vol. 2022, Article ID 1848857, pp. 1–8, Jul. 2022 [SCI,EI] |
| [29] | W.-B. Hsieh*, J.-S. Leu, and J.-I. Takada, “Use Chains to Block DNS attacks: A Trusty Blockchain-based Domain Name System,” Journal of Communications and Networks, Vol. 24, No. 3, pp. 347–356, Jun. 2022 [SCI,EI] |
| [30] | Y.-C. Jhaung, Y.-M. Lin, C. Zha, J.-S. Leu and M. Koppen, “Implementing a Hand Gesture Recognition System Based on Range-Doppler Map,” Sensors, Vol. 22, Issue 11, pp. 1–17, 4260, Jun. 2022 [SCI,EI] |
| [31] | C. Avian*, S. W. Prakosa, M. Faisal and J.-S. Leu, “Estimating Finger Joint Angles on Surface EMG using Manifold Learning and Long Short-Term Memory with Attention Mechanism,” Biomedical Signal Processing and Control, Elsevier, Vol. 71, 103099, pp. 1–15, Jan. 2022 [SCI,EI] |
| [32] | F. Muttakin, J.-T. Wang*, M. Mulyanto, and J.-S. Leu, “Evaluation of Feature Selection Methods on Psychosocial Education Data Using Additive Ratio Assessment,” Electronics, Vol. 11, Issue 1, pp. 1–17, 114, Jan. 2022 [SCI,EI] |
| [33] | C.-M. Hsu, C.-C. Yang, H.-H. Cheng, P. E. Setiasabda, and J.-S. Leu*, “Enhancing File Entropy Analysis to Improve Machine Learning Detection Rate of Ransomware,” IEEE Access, IEEE, Vol. 9, pp. 138345 - 138351, Sep. 2021 [SCI,EI] |
| [34] | L. Wang, T. Song*, T. Katayama, X. Jiang, T. Shimamoto, and J.-S. Leu, “Deep Regional Metastases Segmentation for Patient-level Lymph Node Status Classification,” IEEE Access, IEEE, Vol. 9, pp. 129293-129302, Sep. 2021 [SCI,EI] |
| [35] | C.-M. Hsu, M. Z. Azhari, H.-Y, Hsieh, S. W. Prakosa, J.-S. Leu*, “Robust Network Intrusion Detection Scheme Using Long-Short Term Memory Based Convolutional Neural Networks,” Mobile Networks and Applications(MONET), Springer, Vol. 26, pp. 1137–1144, Jul. 2021 [SCI,EI] |
| [36] | Y.-R. Chen, J.-S. Leu*, S.-A. Huang, J.-T. Wang and J.-I. Takada, “Predicting Default Risk on Peer-to-Peer Lending Imbalanced Datasets,” IEEE Access, IEEE, Vol. 9, pp. 73103-73109, May 2021 [SCI,EI] |
| [37] | S. W. Prakosa, J.-S. Leu* and Z.-H. Chen, “Improving the Accuracy of Pruned Network Using Knowledge Distillation,” Pattern Analysis and Applications(PAAA), Springer, Vol. 24, Issue 2, pp. 819-830, May 2021 [SCI,EI] |
| [38] | J.-C. Tsai, J.-S. Leu*, S. W. Prakosa, L.-C. Hsiao, P.-C. Huang , S.-Y. Yang and Y.-T. Huang, “Design and Implementation of an Internet of Healthcare Things System for Respiratory Diseases,” Wireless Personal Communications(WPC), Springer, Vol. 117, Issue 2, pp. 337–353, Mar. 2021 [SCI,EI] |
| [39] | H.-Y. Hsieh, S.-A. Huang*, J.-S. Leu, “Implementing a Real-Time Image Captioning Service for Scene Identification Using Embedded System,” Multimedia Tools and Applications (MTAP), Springer, Vol. 80, Issue 8, pp. 12525 - 12537, Mar. 2021 [SCI,EI] |
| [40] | M. Mulyanto*, M. Faisal, S. W. Prakosa, and J.-S. Leu, “Effectiveness of Focal Loss for Minority Classification in Network Intrusion Detection,” Symmetry, Vol. 13, Issue 1, pp. 1–16, 4, Jan. 2021 [SCI,EI] |
| [41] | S. W. Prakosa, M. Faisal, Y. Adhitya, J.-S. Leu*, M. Koppen, and C. Avian, “Design and Implementation of LoRa Based IoT Scheme for Indonesian Rural Area,” Electronics, Vol. 10, Issue 1, pp. 1–12, 77, Jan. 2021 [SCI,EI] |
| [42] | F. Potorti,...J.-B. Jiang, S.-Y. Huang, J.-W. Liu, K.-W. Su, J.-S. Leu,..., “The IPIN 2019 Indoor Localisation Competition - Description and Results,” IEEE Access, IEEE, Vol. 8, pp. 206674-206718, Nov. 2020 [SCI,EI] |
| [43] | S. I. Rufaida, J.-S. Leu*, K.-W. Su, A. Haniz, J.-I. Takada, "Construction of an Indoor Radio Environment Map Using Gradient Boosting Decision Tree,” Vol. 26, Issue 8, pp. 6215–6236, Nov. 2020, Wireless Networks (WINET), Springer [SCI,EI] |
| [44] | J.-W. Chen, X. K. Sigalingging*, J.-S. Leu, and J.-I. Takada, “Applying a Hybrid Sequential Model to Chinese Sentence Correction,” Symmetry, Vol. 12, Issue 12, 1939, pp. 1–16, Nov. 2020 [SCI,EI] |
| [45] | Y. Adhitya*, S. W. Prakosa, M. Koppen and J.-S. Leu, “Feature Extraction for Cocoa Bean Digital Image Classification Prediction for Smart Farming Application,” Agronomy, Vol. 10, Issue 11, pp. 1–16, 1642. Oct. 2020 [SCI,EI] |
| [46] | P.-C. Chen, H.-Y. Hsieh, K.-W. Su, X. K. Sigalingging, Y.-R. Chen, and J.-S. Leu*, “Predicting Station Level Demand in a Bike Sharing System using Recurrent Neural Networks,” IET Intelligent Transport Systems, Vol. 14, Issue 6, pp. 554 - 561, May 2020 [SCI,EI] |
| [47] | V. Utomo and J.-S. Leu*, “Automatic News-Roundup Generation using Clustering, Extraction, and Presentation,” Multimedia Systems, Springer, Vol. 26, Issue 2, pp. 201-221, Apr. 2020 [SCI,EI] |
| [48] | T. A. Putra, S. I. Rufaida*, and J.-S. Leu, “Enhanced Skin Condition Prediction Through Machine Learning Using Dynamic Training and Testing Augmentation,” IEEE Access, IEEE, Vol. 8, pp. 40536 - 40546, Feb. 2020 [SCI,EI] |
| [49] | D. C . G. Putri*, J.-S. Leu, and P. Seda, “Design of an Unsupervised Machine Learning-Based Movie Recommender System,” Symmetry, Vol. 12, Issue 2, pp. 1–26, 185. Jan. 2020 [SCI,EI] |
| [50] | T. A. Putra* and J.-S. Leu, “Multilevel Neural Network for Reducing Expected Inference Time,” IEEE Access, IEEE, Vol. 7, pp. 174129-174138, Nov. 2019 [SCI,EI] |
| [51] | K. Saito*, Y. Jin, C.C. Kang, J.-i. Takada, and J.-S. Leu, “Two-Step Path Loss Predic-tion by Artificial Neural Network for Wireless Service Area Planning," IEICE Communications Express, Vol. 8, No. 12, pp. 611–616. [SCI] |
| [52] | H. T. Likassa*, W.-H. Fang, and J.-S. Leu, “Robust Image Recovery via Affine Transformation and L2,1 Norm,” IEEE Access, Vol. 7, pp. 125011-125021, Aug. 2019 [SCI,EI] |
| [53] | X. K. Sigalingging*, A. P. B. Budiarsa, J.-S. Leu, and J.-I. Takada, "EMG-Based Gesture Recognition for Quadriplegic Users Using HMM with Improved PSO," International Journal of Distributed Sensor Networks, Vol. 15, Issue 7, pp. 1–11, Jul. 2019. [SCI,EI] |
| [54] | P. Seda*, M. Mark, T. L. Su, M. Seda, J. Hosek, and J.-S. Leu, “The Minimisation of Public Facilities with Enhanced Genetic Algorithms Using War Elimination,” IEEE Access, IEEE, Vol. 7, pp. 9395 - 9405, Jan. 2019 [SCI,EI] |
| [55] | X. Jiang*, T. Song, T. Katayama and J.-S. Leu, “Spatial Correlation-Based Motion-Vector Prediction for Video-Coding Efficiency Improvement,” Symmetry, Vol. 11, Issue 2, pp. 1–19, 129. Jan. 2019 [SCI,EI] |
| [56] | W.-B. Hsieh* and J.-S. Leu, “Implementing a secure VoIP communication over SIP-based networks,” Vol. 24, Issue 8, pp. 2915-2926, Nov. 2018, Wireless Networks (WINET), Springer [SCI,EI] |
| [57] | M.-Y. Wu, M.-C. Yu, J.-S. Leu*, and S. K. Chen, “Enhancing Security and Privacy of Images on Cloud by Histogram Shifting and Secret Sharing,” Multimedia Tools and Applications (MTAP), Springer, Vol. 77, Issue 13, pp. 17285–17305, Jul. 2018 [SCI,EI] |
| [58] | R. S. Ghufran, J.-S. Leu*, and S. W. Prakosa, “Improving the Age Estimation Accuracy by a Hybrid Optimization Scheme,” Multimedia Tools and Applications (MTAP), Springer, Vol. 77, Issue 2, pp. 2543–2559, Jan. 2018 [SCI,EI] |
| [59] | W.-B. Hsieh* and J.-S. Leu, “An Improved Mutual Authentication Mechanism for Securing Smart Phones,” Wireless Personal Communications(WPC), Springer, Vol. 97, Issue 2, pp. 2911-2924, Nov. 2017 [SCI,EI] |
| [60] | C.-F. Chen, J.-S. Leu*, R. S. Ghufran, and S. W. Prakosa, “Message Scheduling for Personal Biomedical Sensing System in a Health Care Center,” Wireless Personal Communications(WPC), Springer, Vol. 95, Issue 4, pp. 4301–4319, Aug. 2017 [SCI,EI] |
| [61] | K.-W. Su, J.-S. Leu*, M.-C. Yu, Y.-T. Wu, E.-C. Lee and T. Song, “Design and Implementation of Various File Deduplication Schemes on Storage Devices,” Special Issue: Advances on Key Technologies for 5G Mobile Communications Systems, Mobile Networks and Applications, Vol. 22, Issue 1, pp. 40-50, Feb. 2017 [SCI,EI] |
| [62] | J.-S. Leu*, M.-C. Yu, C.-Y. Liu, A. P. B. Budiarsa, V. Utomo, “Energy Efficient Streaming for Smartphone by Video Adaptation and Backlight Control,” Computer Networks (ComNet), Elsevier , Vol. 113, pp. 111-123, Feb. 2017 [SCI,EI] |
| [63] | K.-H. Li, J.-S. Leu*, J. Hosek, “Swarm-based Routing Protocol Assisted by Weakly Connected Dominating Sets for Mobile Ad-hoc Networks,” Journal of Internet Technology, Vol. 17, No. 4, pp. 671-681, Aug. 2016 [SCI,EI] |
| [64] | J.-S. Leu*, W.-B. Hsieh, Y.-S. Yee, “Implementing Billing as a Service by an IPDR Aggregator System,” Wireless Personal Communications(WPC), Springer, Vol. 87, Issue 4, pp. 1223-1240, Apr. 2016 [SCI,EI] |
| [65] | H.-L. Yeh, T.-Y. Chen, H.-W. Wei*, N.-I Hsu, J.-S. Leu and H.-Y. Chen, “CloudBook: Implementing an E-Book Reader on a Cloud Platform by an Optimized Vector Graphic Library,” Computer Standards & Interfaces (CSI), Elseiver, Vol. 43, pp. 68-78, Jan. 2016 [SCI,EI] |
| [66] | J.-S. Leu*, K.-C. Hsu, and T. Song, “Enhancing the Presence Service Efficiency of Internet Protocol Multimedia Subsystem-based Web Services,” Wireless Personal Communications, Springer, Vol. 85, Issue 4, pp. 2319-2331, Dec. 2015 [SCI,EI] |
| [67] | J.-S. Leu*, M.-C. Yu and H.-J. Tzeng, “Improving Indoor Positioning Precision by Using Received Signal Strength Fingerprint and Footprint Based on Weighted Ambient Wi-Fi Signals,” Computer Networks (ComNet), Elsevier, Vol. 91, pp. 329-340, Nov. 2015 [SCI,EI] |
| [68] | K.-H. Li and J.-S. Leu*, “Weakly Connected Dominating Set-Assisted Ant-based Routing Protocol for Wireless Ad-hoc Networks,” Computers and Electrical Engineering, Elsevier(CEE), Vol. 48, pp. 62-76, Nov. 2015 [SCI,EI] |
| [69] | J.-S. Leu*, M.-C. Yu, H.-C. Yueh, “Improving Network Coding Based File Sharing for Unstructured Peer-to-Peer Networks,” Journal of the Network and Systems Management, Springer, Vol. 23, Issue 4, pp. 803-829, Oct. 2015 [SCI,EI] |
| [70] | J.-S. Leu*, J.-H. Chen, and K.-H. Li, “Hybrid Search Scheme for Social Networks Supported by Dynamic Weighted Distributed Label Clustering,” IEEE Transactions on Computers, Vol. 64, No. 9, pp. 2586-2594, Sep. 2015 [SCI,EI] |
| [71] | J.-S. Leu* and Z.-Y. Zhu, “Regression-based Parking Space Availability Prediction for the Ubike System,” IET Intelligent Transport Systems, Vol. 9, Issue 3, pp. 323-332, Mar. 2015 [SCI,EI] |
| [72] | J.-S. Leu*, T.-H. Chiang, M.-C. Yu, and K.-W. Su, “Energy Efficient Clustering Scheme for Prolonging the Lifetime of Wireless Sensor Network with Isolated Nodes,” IEEE Communications Letters, Vol. 19, Issue 2, pp. 259-262, Feb. 2015 [SCI,EI] |
| [73] | T.-Y. Chen, H.-W. Wei, Y.-C. Cheng, J.-S. Leu, W.-K. Shih, N.-I Hsu, “Integrating an e-book Software with Vector Graphic Technology on Cloud Platform,” Procedia - Social and Behavioral Sciences, Elsevier, Vol. 176, pp. 1012-1019, Feb. 2015 |
| [74] | J.-S. Leu*, C.-F. Chen, and K.-C. Hsu, “Improving Heterogeneous SOA-based IoT Message Stability by Shortest Processing Time Scheduling,” IEEE Transactions on Services Computing, Vol. 7, No. 4, pp. 575-585, 2014 [SCI,EI] |
| [75] | W.-B. Hsieh* and J.-S. Leu, “An Anonymous Mobile User Authentication Protocol Using Self-certified Public Keys Based on Multi-server Architectures,” Special Issue: Hybrid Information Security Technologies, Journal of Supercomputing, Vol. 70, Issue 1, pp. 133-148, Oct. 2014 [SCI,EI] |
| [76] | J.-S. Leu*, K.-W. Su, C.-T. Chen, “Ambient Mesoscale Weather Forecasting System Featuring Mobile Augmented Reality,” Multimedia Tools and Applications (MTAP), Springer, Vol. 72, Issue 2, pp. 1585-1609, Sep. 2014 [SCI,EI] |
| [77] | J.-S. Leu*, W.-H. Lin, W.-B. Hsieh, C.-C. Lo, “Design and Implementation of a VoIP broadcasting Service over Embedded Systems in a Heterogeneous Network Environment,” The Scientific World Journal, Hindawi, Vol. 2014, Article ID 917060 [SCI,EI] |
| [78] | J.-S. Leu*, N. H. Tung, and C.-Y. Liu, “Non-parametric RSS Prediction Based Energy Saving Scheme for Moving Smartphones,” IEEE Transactions on Computers, Vol. 63, Issue 7, pp. 1793-1801, Jul. 2014 [SCI,EI] |
| [79] | W.-B. Hsieh, J.-S. Leu*, “Anonymous Authentication Protocol Based on Elliptic Curve Diffie-Hellman for Wireless Access Networks,” Wireless Communications and Mobile Computing (WCMC), Wiley, Vol. 14, Issue 10, pp. 995–1006, Jul. 2014 [SCI,EI] |
| [80] | W.-B. Hsieh* and J.-S. Leu, “A Robust User Authentication Scheme Using Dynamic Identity in Wireless Sensor Network,” Wireless Personal Communications(WPC), Springer, Vol. 77, Issue 2, pp. 979-989, Jul. 2014 [SCI,EI] |
| [81] | T.-K. Cheng, J.-S. Leu*, I.-X. Chen, J.-L. C. Wu and Z.-Y. Zhu, “Practical Context Awareness Information System for Wireless Vehicular Networks based on a Core Telematics Platform,” International Journal of Distributed Sensor Networks, Hindawi, Vol. 2014, Article ID 929165 [SCI,EI] |
| [82] | J.-S. Leu*, W.-H. Lin, J.-H. Chen, “P2P Resource Searching with Cloning Random Walker Assisted by Weakly Connected Dominating Set,” Journal of Supercomputing, Springer, Vo1. 68, Issue 1, pp. 443-458, Apr. 2014 [SCI,EI] |
| [83] | J.-S. Leu* and W.-B. Hsieh, “Efficient and secure dynamic ID based remote user authentication scheme for distributed systems using smart cards,” IET Information Security, Vol. 8, Issue 2, pp. 104–113, Mar. 2014 [SCI,EI] |
| [84] | J.-S. Leu*, H.-C. Yueh, I.-C. Chang, “A Virtual Grouping Based Fault-Tolerant Scheme for Autonomous Networks,” Engineering Applications of Artificial Intelligence(EAAI), Elseiver, Vol. 27, Issue 1, pp. 199-210, Jan. 2014 [SCI,EI] |
| [85] | J.-S. Leu* and N. H. Tung, “Design and Implementation of a Reconfigurable Mobile Game Controller on Smartphone,” Wireless Personal Communications(WPC), Springer, Vol. 74, Issue 2, pp. 823-833, Jan. 2014 [SCI,EI] |
| [86] | T.-K. Cheng, J.-L. C. Wu, F.-M. Yang*, J.-S. Leu, “IEEE 802.16e/m Energy-Efficient Sleep-Mode Operation with Delay Limitation in Multi-Broadcast Services,” International Journal of Communication Systems(IJCS), Wiley, Vol. 27, Issue 1, pp. 45–67, Jan. 2014 [SCI,EI] |
| [87] | C.-P. Lin*, H.-L. Chen, J.-S. Leu, “Modeling and Evaluating IPTV Applications in WiMAX Networks”, Multimedia Tools and Applications (MTAP), Springer, Vol. 67, Issue 3, pp. 641-666, Dec. 2013 [SCI,EI] |
| [88] | W.-B. Hsieh* and J.-S. Leu, “A Time and Location Information Assisted OTP Scheme,” Wireless Personal Communications(WPC), Springer, Vol. 72, Issue 1, pp. 509-519, Sep. 2013 [SCI,EI] |
| [89] | M.-S. Lin, J.-S. Leu*, K.-H. Li, and J.-L. C. Wu, “Zigbee-based Internet of Things in 3D Terrains,” Computers and Electrical Engineering (CEE), Vol. 39, Issue 6, pp. 1667-1683, Aug. 2013 [SCI,EI] |
| [90] | J.-S. Leu*, C. Changfan, K.-W. Su, and C.-F. Chen, “Design and Implementation of a Fixed-Mobile Convergent Music Search Engine(FMC-MUSE),” Wireless Personal Communications(WPC), Springer, Vo1. 70, Issue 4, pp. 1911-1923, Jun. 2013 [SCI,EI] |
| [91] | M.-S. Lin, J.-S. Leu*, K.-H. Li, and J.-L. C. Wu, “TABOA: Terrain-aware Beacon Order Adaptation Scheme in 3D Zigbee Sensor Networks,” IEEE Wireless Communications, Vol. 20, Issue 2, pp. 28-36, Apr. 2013 [SCI,EI] |
| [92] | M.-C. Yu, J.-S. Leu*, “Kernel Weighted Scheme for Improving Mobile Sensor Node Connectivity,” IEEE Sensors Journal, Vo1. 13, No. 4, pp. 1200-1206, Apr. 2013 [SCI,EI] |
| [93] | J.-S. Leu*, Y.-S. Yee, and W.-L. Chen, “Comparison of Map-Reduce and SQL on Large-scale Data Processing,” Special Issue: Parallel and Distributed Processing with Applications, Journal of the Chinese Institute of Engineers (JCIE), Vo1. 36, Issue 1, pp. 27-34, Jan. 2013 [SCI,EI] |
| [94] | J.-S. Leu*, W.-H. Lin, H.-J. Tzeng, C.-F. Chen, and M.-S. Lin, “Adaptive Frame Synchronization for Surveillance System across a Heterogeneous Network,” Special Issue: Advanced Issues in Artificial Intelligence and Pattern Recognition for Intelligent Surveillance System in Smart Home Environment, Engineering Applications of Artificial Intelligence (EAAI), Elseiver, Vol. 25, Issue 7, pp. 1299-1528, Oct. 2012 [SCI,EI] |
| [95] | P.-C. Liu, J.-S. Leu*, T.-C. Lee, T.-H. Chen, Y.-S. Yee and W.-K. Shih, “WuKong : A Practical Video Streaming Service Based on Native BitTorrent and Scalable Video Coding,” Multimedia Tools and Applications (MTAP), Springer, Vo1. 60, No. 1, pp. 47-68, Sep. 2012 [SCI,EI] |
| [96] | W.-B. Hsieh, J.-S. Leu*, “Exploiting Hash Functions to Intensify the Remote User Authentication Scheme,” Computers & Security (COSE), Elsevier, Vol. 31, Issue 6, pp. 791–798, Sep. 2012 [SCI,EI] |
| [97] | C.-P. Lin*, H.-L. Chen, J.-S. Leu, “A predictive handover scheme to improve service quality in the IEEE 802.21 network,” Computers and Electrical Engineering (CEE), Elseiver, Vol. 38, Issue 3, pp. 681-693, May 2012 [SCI,EI] |
| [98] | J.-S. Leu*, H.-J. Tzeng, C.-F. Chen, and W.-H. Lin, “Practical Design and Implementation of Recognition Assisted Dynamic Surveillance System,” Computers and Electrical Engineering (CEE), Elseiver, Vol.37, Issue 6, pp. 1182-1192, Nov. 2011 [SCI,EI] |
| [99] | M.-S. Lin*, J.-S. Leu, W.-C. Yu, M.-C. Yu, J.-L. C. Wu, “BOB-RED Queue Management for IEEE 802.15.4 Wireless Sensor Networks,” EURASIP Journal on Wireless Communications and Networking 2011, 2011:107 doi:10.1186/1687-1499-2011-107 [SCI,EI](NSC- 100-2221-E-011-154-) |
| [100] | J.-S. Leu* and C.-K. Lin, “On Utilization Efficiency of Backbone Bandwidth for a Heterogeneous Wireless Network Operator,” Wireless Networks (WINET), ACM/Springer, Vol.17, No.7, pp. 1595-1604, Oct. 2011 [SCI,EI] |
| [101] | J.-S. Leu* and S.–F. Chen, “TRASS: A Transmission-Rate Adapted Streaming Server in a Wireless Environment,” International Journal of Communication Systems(IJCS), Wiley, Vol. 24, Issue 7, pp. 852-871, Jul. 2011[SCI,EI] |
| [102] | J.-M. Chen, J.-S. Leu*, Y.-C. Chen, H.-W. Wei, W.-K. Shih, “MegaDrop: A Cooperative Video-on-Demand System in a Peer-to-Peer Environment,” Journal of Information Science and Engineering(JISE), Vol.27, No.4, pp. 1345-1361, Jul. 2011[SCI,EI] |
| [103] | J.-S. Leu*, W.-H. Lin, “Improving the IP-based Authentication Process in a Cooperative B3G Network,” IET Communications, Vol. 5, Issue 5, pp. 667–675, Mar. 2011 [SCI,EI] |
| [104] | J.-S. Leu*, H.-C. Hsieh, and Y.-C. Chen, “Inexpensive High Availability Solutions for the SIP-based VoIP Service,” Multimedia Tools and Applications (MTAP), Springer, Vo1. 53, Issue 1, pp. 285-301, May 2011 [SCI,EI] (NSC-97-2221-E-011-085-) |
| [105] | J.-S. Leu*, C.-W. Tsai and W.-H. Lin, “Resource Searching in an Unstructured P2P Network Based on Cloning Random Walker Assisted by Dominating Set,” Computer Networks (ComNet), Elsevier, Vo1. 55, No. 3, pp. 722-733, Feb. 2011 [SCI,EI] (NSC-98-2221-E-011-095-) |
| [106] | J.-S. Leu*, W.-H. Lin, and H.-J. Tzeng, “Design and Implementation of a Mobile Home Surveillance System,” Special issue: Intelligent Buildings and Smart Homes Conference 2009 (IBASH2009), Journal of the Chinese Institute of Engineers (JCIE), Vo1. 33, No. 5, pp. 669-680, Jul. 2010 [SCI,EI] |
| [107] | H.-C. Hsieh*, J.-S. Leu, and W.-K. Shih, “A Fault-Tolerant Scheme for an Autonomous Local Wireless Sensor Network,” Computer Standards & Interfaces (CSI), Elsevier, Vo1. 32, Issue 4, pp. 215-221, Jun. 2010[SCI,EI] |
| [108] | H.-C. Hsieh*, J.-S. Leu and W.-K. Shih, “Reaching Consensus Underlying an Autonomous Local Wireless Network,” International Journal of Innovative Computing, Information and Control (IJICIC), Vo1. 6, No. 4, pp. 1905-1914, Apr. 2010 [SCI,EI] |
| [109] | J.-S. Leu*, “Crafting a Real-Time Information Aggregator for Mobile Messaging,” Special Issue: Lightweight Mobile and Wireless Systems: Technologies, Architectures, and Services, Journal of Computer Systems, Networks, and Communications, Hindawi, Vol. 2010, doi:10.1155/2010/209617[SCOPUS] |
| [110] | J.-S. Leu* and C.-W. Tsai, “Practical Design of a Proxy Agent to Facilitate Adaptive Video Streaming Service across Wired/Wireless Networks,” Journal of Systems and Software (JSS), Elsevier, Vo1. 82, Issue 11, pp. 1916-1925, Nov. 2009 [SCI,EI] |
| [111] | J.-S. Leu*, “A Lightweight Brokering System for Content/Service Charging in a Cellular Network Centric Business Model,” Computer Communications, Elsevier, Vo1. 31, Issue 10, pp. 2078-2085, Jun. 2008 [SCI,EI] (NSC-96-2218-E-011-004) |
| [112] | J.-S. Leu*, Y.-P. Chi and W.-K. Shih, “Design and Implementation of Blog Rendering and Accessing Instantly System (BRAINS),” Journal of Network and Computer Applications (JNCA), Elsevier, Vo1. 30, Issue 1, pp. 296-307, Jan. 2007 [SCI,EI] |
| [113] | J.-S. Leu*, R.-H. Lai, H.-I. Lin and W.-K. Shih, “Running Cellular/PWLAN Services: Practical Considerations on Cellular/PWLAN Architecture supporting Interoperator Roaming,” IEEE Communications Magazine, Vol. 44, Issue. 2, pp. 111-122, Feb. 2006 [SCI,EI] |
| [1] | J.-X. Liu and J.-S. Leu, “A Robust TCN-Based Energy Forecasting Framework for IoT-Controlled Smart Buildings in Smart Cities,” 2024 IEEE 35th International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE PIMRC 2024), Valencia, Spain, Sep. 2-5, 2024. |
| [2] | C. Avian, J.-S. Leu, S. W. Prakosa, E. Ali, N. A. S. Putro, H. Song, J.-i. Takada and A. T. Purnomo, “Non-contact Breathing Patterns Recognition with FMCW Radar by rocessing Temporal Information using Transformer Network,” The Asia-Pacific Microwave Conference 2023 (APMC 2023), Taipei, Taiwan, Dec. 5-8, 2023. |
| [3] | N. A. S. Putro, C. Avian, S. W. Prakosa and J.-S. Leu, "Revisiting the K-Fold Approach for a Stable Model on Amyotrophic Lateral Sclerosis Prediction Scheme using LSTM and Attention Mechanism," Proceedings of the 2023 10th International Conference on Biomedical and Bioinformatics Engineering, ACM, pp. 190–195, Kyoto, Japan, Nov. 9-12 2023. |
| [4] | J. -X. Liu and J. -S. Leu, "Enhancing Short-Term Load Forecasting with Technical Indicators and Tree-structured Parzen Estimator," The 2023 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (IEEE SmartGridComm 2023), Glasgow, United Kingdom, Oct. 31 - Nov. 3, 2023. |
| [5] | H.-H. Cheng, J.-X. Liu and J.-S. Leu, “Enhancing Image-based Positioning With a Novel Foot Position Extraction Algorithm and Machine Learning,” The 97h IEEE Vehicular Technology Conference (IEEE VTC 2023 Spring), Florence, Italy, Jun 20-23, 2023. |
| [6] | S. I. Rufaida and J.-S. Leu, “Adversarial Reprogramming as Natural Multitask and Compression Enabler,” The 97h IEEE Vehicular Technology Conference (IEEE VTC 2023 Spring), Florence, Italy, Jun 20-23, 2023. |
| [7] | M. Faisal, J. T. Darmawan, N. Bachroin, C. Avian, J. S. Leu and C. T. Tsai, "CheXViT: CheXNet and Vision Transformer to Multi-Label Chest X-Ray Image Classification," The 18th edition of IEEE International Symposium on Medical Measurements and Applications (IEEE MeMeA 2023), Jeju, South Korea, Jun. 14-16, 2023. |
| [8] | A. J. Mantau, I. W. Widayat, Y. Adhitya, S. W. Prakosa, J.-S. Leu, and M. Koppen, “A GA-Based Learning Strategy Applied to YOLOv5 for Human Object Detection in UAV Surveillance System,” 17th IEEE International Conference on Control & Automation (ICCA 2022), pp. 9-14, Naples, Italy, Jun. 27-30 2022. |
| [9] | M. Mulyanto, S. W. Prakosa, M. Faisal and J.-S. Leu, “Using Optimized Focal Loss for Imbalanced Dataset on Network Intrusion Detection System,” The 95th IEEE Vehicular Technology Conference (IEEE VTC 2022 Spring), Helsinki, Finland, Jun. 19–22, 2022. |
| [10] | A. Kosasih, V. Onasis, W. Hardjawana, V. D. Miloslavskaya, V. Andrean, J.-S. Leu and B. Vucetic, “Graph Neural Network Aided Expectation Propagation Detector for MU-MIMO Systems,” the 2022 IEEE Wireless Communications and Networking Conference (IEEE WCNC 2022), pp. 1212-1217, Austin, TX, USA, Apr. 10-13, 2022. |
| [11] | T. A. Putra, S. I. Rufaida, J.-S. Leu, “Enabling Large Scale Deep Learning on Smart Device by Exploiting Edge-Cloud Computational Paradigm,” The 94th IEEE Vehicular Technology Conference (IEEE VTC 2021 Fall), Sep. 27–30, 2021. |
| [12] | C.-H. Bai, S. W. Prakosa, H.-Y. Hsieh, J.-S. Leu and W.-H. Fang, “Progressive Contextual Excitation for Smart Farming Application,” The 19th International Conference on Computer Analysis of Images and Patterns 2021 (CAIP 2021), Sep. 27 – Oct. 01, 2021. |
| [13] | W.-P. Wu, Y.-C. Wu, C.-C. Hsu, J.-S. Leu, J.-T. Wang, “Design and Implementation of Vehicle Speed Estimation Using Road Marking-based Perspective Transformation,” The 93rd IEEE Vehicular Technology Conference (IEEE VTC 2021 Spring), Helsinki, Finland, Apr. 25–28, 2021. |
| [14] | J.-W. Liu, J.-B. Jiamg, S.-Y. Huang, K.-W. Su, M.-C. Yu and J.-S. Leu, “Practical Evaluation of Smartphone based Multi-Floors Indoor Positioning System using Enhanced Pedestrian Dead Reckoning and Map Calibration,” The 91th IEEE Vehicular Technology Conference (IEEE VTC 2020 Spring), Antwerp, Belgium, May 25–28, 2020. |
| [15] | C.-F. Yen, H-Y. Hsieh, K.-W. Su and J.-S. Leu, “Predicting Solar Performance Ratio Based on Encoder-Decoder Neural Network Model,” The 11th International Congress on Ultra Modern Telecommunications and Control Systems (ICUMT 2019), Dublin, Ireland, Oct. 28-30, 2019. |
| [16] | S.-Y. Huang, J.-W. Liu, M.-C. Yu and J.-S. Leu, “A PDR-based Indoor Positioning System in a Nursing Cart with iBeacon-based Calibration,” The 90th IEEE Vehicular Technology Conference (IEEE VTC 2019 Fall), Honolulu, Hawaii, USA, Sep. 22–25, 2019. |
| [17] | Y. Adhitya, S. W. Prakosa, M. Koppen, and J.-S. Leu, “Convolutional Neural Network Application in Smart Farming ,” International Conference on Soft Computing in Data Science 2019 (SCDS 2019), Fukuoka, Japan, Aug. 28–29, 2019. |
| [18] | H.-Y. Hsieh, J.-S. Leu and S.-A. Huang, “Implementing a Real-Time Image Captioning Service for Scene Identification Using Embedded System,” The 16th IEEE International Conference on Sensing, Communication and Networking (IEEE SECON 2019), Boston, Massachusetts, USA, Jun. 10-13, 2019. |
| [19] | H.-Y. Hsieh, S. W. Prakosa, and J.-S. Leu, “Towards the Implementation of Recurrent Neural Network Schemes for WiFi Fingerprint-Based Indoor Positioning,” The 88th IEEE Vehicular Technology Conference (IEEE VTC 2018 Fall), Chicago, USA, Aug. 27–30, 2018. |
| [20] | K.-W. Su, M.-C. Yu and J.-S. Leu, “A Neuroevolution Strategy Using Multi-agent Incorporated Hierarchical Ensemble Model,” The Genetic and Evolutionary Computation Conference (GECCO 2018), pp. 171-172, Kyoto, Japan, Jul. 15-19, 2018. |
| [21] | Y.-T. Wu, H-Y. Hsieh, X. K. Sigalingging, K.-W. Su and J.-S. Leu, “RIVA: A Real-time Information Visualization and Analysis Platform for Social Media Sentiment Trend,” pp. 256 - 260, The 9th International Congress on Ultra Modern Telecommunications and Control Systems (ICUMT 2017), Munich, Germany, Nov. 6-8, 2017. |
| [22] | P.-C. Chen, H.-Y. Hsieh, X. K. Sigalingging, Y.-R. Chen, and J.-S. Leu, “Prediction of Station Level Demand in a Bike Sharing System Using Recurrent Neural Networks,” pp.1-5, The 85th IEEE Vehicular Technology Conference (IEEE VTC 2017 Spring), Sydney, Australia, Jun. 4–7, 2017. |
| [23] | K.-W. Su and J.-S. Leu, “Analysis of Energy Efficient Clustering Schemes with Isolated Node Issue in Aerial Wireless Sensors,” the 2017 IEEE Wireless Communications and Networking Conference (IEEE WCNC 2017), pp. 1 - 5, San Francisco, CA, USA, Mar. 19-22, 2017. |
| [24] | C.-C. Chiu, J.-C. Hsu and J.-S. Leu, “Implementation and Analysis of Hybrid Wireless Indoor Positioning with iBeacon and Wi-Fi,” The 8th International Congress on Ultra Modern Telecommunications and Control Systems (ICUMT 2016), pp. 80-84, Lisbon, Portugal, Oct. 18–20, 2016. |
| [25] | C.-Y. Liu, Y.-S. Chen, J.-S. Leu, T. Song, “Energy efficient streaming for smartphones by video adaptation and backlight control,” 2016 2nd International Conference on Intelligent Green Building and Smart Grid (IGBSG 2016), Prague, Czech Republic, Jun. 27–29, 2016. |
| [26] | T. Katayama, W. Shi, T. Song, T. Shimamoto, and J.-S. Leu, “Reference frame selection algorithm of HEVC encoder for low power video device,” 2016 2nd International Conference on Intelligent Green Building and Smart Grid (IGBSG 2016), Prague, Czech Republic, Jun. 27–29, 2016. |
| [27] | M.-Y. Wu, M.-C. Yu, J.-S. Leu, and S.-K. Chen, “Improving Security and Privacy of Images on Cloud Storage by Histogram Shifting and Secret Sharing,” The 83th IEEE Vehicular Technology Conference (IEEE VTC 2016 Spring), Nanjing, China, May 15–18, 2016. |
| [28] | Y.-T. Wu, M.-C. Yu, J.-S. Leu, E.-C. Lee and T. Song, “Design and Implementation of Various File Deduplication Schemes on Storage Devices,” 11th EAI International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QShine 2015), Taipei, Taiwan, pp. 80-84, Aug. 19-20 2015. |
| [29] | K.-C. Hsu and J.-S. Leu, “ Improving the Efficiency of Presence Service in IMS by JSON,” in The Seventh International Conference on Ubiquitous and Future Networks (ICUFN 2015), pp. 547-550, Sapporo, Japan, July 7-10, 2015. |
| [30] | J.-S. Leu and T. Song, “Received Signal Strength Indication(RSSI) Prediction-based Adaptive H.264/SVC Video Service on Smartphone,” (Invited speech) International Forum on Advanced Technologies(IFAT2015), Tokushima, Japan, Mar. 9, 2015 |
| [31] | Y.-S. A. Chen, R.-H. Liang, J.-S. Leu, "The Effect of Consumers’ Regulatory Focus on the Development of Portable Health Monitoring and Emergency Assistance for Senior Citizen," The 15th Asia Pacific Industrial Engineering and Management Systems Conference(APIEMS 2014), Jeju, Koren, Oct. 12-15, 2014. |
| [32] | T.-H. Chiang and J.-S. Leu, “Regional Energy Aware Clustering with Isolated Nodes in Wireless Sensor Networks,” 2014 IEEE 25th International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE PIMRC 2014), pp. 1829-1833, Washington DC, USA, Sep. 2-5, 2014. |
| [33] | J.-S. Leu, C.-T. Chen and T.-H. Chiang, “Prolonging WSN Lifetime with Data-Location Similarity and Weakest Node Protection,” The 79th IEEE Vehicular Technology Conference (IEEE VTC 2014 Spring), pp. 1-5, Seoul, Korea, May 18-21, 2014. |
| [34] | T.-Y. Chu, K.-C. Hsu, J.-S. Leu, "Design and Implementation of an Open Data Assisted Real-time Trip Planner," 2014 International Conference on Intelligent Green Building and Smart Grid (IGBSG), pp. 1-4, Taipei, Taiwan, Apr. 23-25 2014. |
| [35] | J. H. Chen, J.-S. Leu, K. H. Li, "Hybrid Searching Scheme Supported by Dynamic Weighted Distributed Label Clustering in Social Networks," The 19th Asia-Pacific Conference on Communications (APCC 2013), pp. 609-613, Bali Island, Indonesia, Aug. 29-31 2013. |
| [36] | K.-H. Li, J.-S. Leu, and J. Hosek, "Ant-based On-demand Clustering Routing Protocol for Mobile Adhoc Networks," The Seventh International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2013), pp. 354-359, Taichung, Taiwan, Jul. 3-5 2013. |
| [37] | P. Vajsar, J. Hosek, P. Masek, N. Makhlouf, J.-S. Leu, "Design of QoS Model for Mobile Ad-hoc Network," the 36th International Conference on Telecommunications and Signal Processing (TSP 2013), pp. 111-117, Rome, Italy, Jul. 2-4 2013. |
| [38] | W.-B. Hsieh and J.-S. Leu, "A Dynamic Identity User Authentication Scheme in Wireless Sensor Networks," 9th IEEE International Wireless Communications and Mobile Computing Conference (IEEE IWCMC 2013), pp. 1132-1137, Cagliari, Sardinia, Italy, Jul. 1-5, 2013. |
| [39] | J.-S. Leu, K.-W. Su, T.-Y. Chu, C.-H. Hsieh, Y.-S. A. Chen, and J. P. Ma, "Pointer Wizard - A Remote Interaction User Interface," The 11th ACM Annual International Conference on Mobile Systems, Applications, and Services (ACM MobiSys 2013), pp. 477-478, Taipei, Taiwan, Jun. 25-28 2013. |
| [40] | C. H. Lin, J.-S. Leu and M.-C. Yu, "Multiple Access Image Surveillance System in a Heterogeneous Network Environment", The 17th IEEE International Symposium on Consumer Electronics (ISCE 2013), pp. 215-216, Hsinchu, Taiwan, Jun. 3-6, 2013. |
| [41] | T.-K. Cheng, F.-M. Yang, J.-S. Leu, J.-L. C. Wu,"IEEE 802.16e/m Energy-Efficient Sleep Mode with Packet Scheduling in Multi-Broadcast Services," 18th IEEE International Conference on Networks(ICON 2012), Singapore, Dec. 12-14 2012. |
| [42] | H.-Y. Shih and J.-S. Leu, "Improving Resource Utilization in a Heterogeneous Cloud Environment," The 18th Asia-Pacific Conference on Communications (APCC 2012), pp. 185-189, Jeju island, Korea, Oct. 15-17 2012. |
| [43] | J. Mora and J.-S. Leu, "Intelligent Power Saving Technique for Mobile Devices," The 18th Asia-Pacific Conference on Communications (APCC 2012), pp. 504-508, Jeju island, Korea, Oct. 15-17 2012. |
| [44] | H.-Y. Shih, J.-J. Huang, and J.-S. Leu, "Dynamic Slot-based Task Scheduling Based on Node Workload in a MapReduce Computation Model," The 6th IEEE International Conference on Anti-counterfeiting, Security, and Identification (IEEE ASID 2012), pp. 185-189, Taipei, Taiwan, Aug. 24-26 2012. |
| [45] | M.-S. Lin, J.-S. Leu, W.-C. Yu, K.-H. Li, and J.-L. C. Wu, “TBRA: Termites Based Routing Algorithm in 3D Wireless Sensor Networks,” The 75th IEEE Vehicular Technology Conference (IEEE VTC 2012 Spring), Yokohama, Japan, May 6-9, 2012. |
| [46] | J.-S. Leu and H.-J. Tzeng, “Received Signal Strength Fingerprint and Footprint Assisted Indoor Positioning Based on Ambient Wi-Fi Signals,” The 75th IEEE Vehicular Technology Conference (IEEE VTC 2012 Spring), Yokohama, Japan, May 6-9, 2012. |
| [47] | C.-T. Chen, J.-S. Leu, K.-W. Su, Z.-Y. Zhu, T.-H. Chiang,"Design and Implementation of a Mobile Ambient Intelligence Based Mesoscale Weather Forecasting System," 2012 IEEE International Conference on Consumer Electronics (IEEE ICCE 2012), pp. 566-567, Las Vegas, NV, USA, Jan. 13-16 2012. |
| [48] | M.-C. Yu and J.-S. Leu,"Adaptive Weighted Scheme for Improving Mobile Sensor Node Connectivity in the IEEE 802.15.4 Network," the 13th IEEE/IFIP Network Operations and Management Symposium (IEEE/IFIP NOMS 2012), pp. 968-973, Maui, Hawaii, USA, Apr. 16-20, 2012. |
| [49] | N. H. Tung and J.-S. Leu,"Design and Implementation of Game Controller on Smartphone," 2012 IEEE International Conference on Consumer Electronics (IEEE ICCE 2012), pp. 684-685, Las Vegas, NV, USA, Jan. 13-16 2012. |
| [50] | M.-S. Lin, J.-S. Leu, W.-C. Yu, M.-C. Yu, and J.-L. C. Wu, "On Transmission Efficiency of the Multimedia Service over IEEE 802.15.4 Wireless Sensor Networks," The 13th International Conference on Advanced Communication Technology (ICACT 2011), pp. 184-189, Phoenix Park, Korea, Feb. 13-16 2011. |
| [51] | J.-S. Leu, W.-H. Lin, M.-C. Yu, and H.-J. Tzeng, "Recognition Assisted Dynamic Surveillance System Based on OSGi and OpenCV," The 13th International Conference on Advanced Communication Technology (ICACT 2011), pp. 83-87, Phoenix Park, Korea, Feb. 13-16 2011. |
| [52] | H.-C. Yueh and J.-S. Leu, "Virtual Grouping Byzantine Agreement: A compromised consensus scheme for a cooperative network ," 7th IEEE International Wireless Communications and Mobile Computing Conference (IEEE IWCMC 2011), pp. 1877 - 1882, Istanbul, Turkey, Jul. 5-8, 2011. |
| [53] | W.-B. Hsieh and J.-S. Leu, "Design of a Time and Location Based One-Time Password Authentication Scheme," 7th IEEE International Wireless Communications and Mobile Computing Conference (IEEE IWCMC 2011), pp. 201 - 206, Istanbul, Turkey, Jul. 5-8, 2011. |
| [54] | T.-Y. Chen, H.-W. Wei, J.-S. Leu, and W.-K. Shih, "EDZL Scheduling for Large-Scale Cyber Services on Real-Time Cloud," 2011 IEEE International Conference on Service Oriented Computing and Applications (IEEE SOCA 2011), pp. 1-3, Irvine, USA, 12-14 Nov. 2011. |
| [55] | P.-C. Liu, C.-W. Yi, Y.-T. Chuang, H.-H. Lu, J.-S. Leu, and W.-K. Shih, "On the capacity of tree-based P2P streaming systems," the Sixth International Workshop on Mobile Peer-to-Peer Computing (MP2P 2010) in conjunction with the Eighth IEEE International Conference on Pervasive Computing and Communications (IEEE PerCom 2010), pp. 117-122, Mannheim, Germany, 29 Mar.-2 Apr. 2010. |
| [56] | J.-S. Leu and Y.-S. Yee, "A Simulation Comparison of VoIP over Wi-Fi and WiMAX", The 7th IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS 2010), Kaohsiung, Taiwan, May 20-21, 2010. |
| [57] | H.-C. Hsieh, J.-S. Leu, and W.-K. Shih,“Improving Robustness in an Autonomous Local Sensor Network,”, the 2010 IEEE Consumer Communications and Networking Conference (IEEE CCNC 2010), pp.1-5, Las Vegas, NV, USA, Jan. 9-12 2010. [EI] |
| [58] | J.-S. Leu, Y.-S. Yee, W.-L. Chen, "Performance Evaluation of Map-Reduce on Large-scale Data Processing", The 2010 IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2010), pp. 244-248, Taipei, Taiwan, Sep. 6-9, 2010. |
| [59] | J.-S. Leu, C. Changfan, K.-W. Su, and C.-F. Chen, "Design and Implementation of Music Information Retrieval and Gathering Engine (MIRAGE)", The 10th The International Symposium on Pervasive Systems, Algorithms, and Networks (I-SPAN 2009), pp.498-501, Kaohsiung, Taiwan, Dec. 14-16, 2009.[EI] |
| [60] | J.-S. Leu and C.-W. Tsai, "A Novel Popularity-Independent Resource Locating Scheme in a P2P Network", The 20th IEEE Personal, Indoor and Mobile Radio Communications Symposium 2009 (IEEE PIMRC 2009), pp.2807-2811, Tokyo, Japan, Sep. 13-16, 2009. [EI](NSC-98-2221-E-011-095-) |
| [61] | J.-S. Leu and M.-H. Huang, "Comparison of Piece-based File Sharing Schemes over a Peer-to-Peer Network in a Heterogeneous Network Environment", IEEE Global Communications Conference (IEEE GLOBECOM 2009), pp.1-6, Honolulu, Hawaii, USA, Nov. 30 - Dec. 4, 2009. [EI](Acceptance Rate: 1104/3200 = 34.8%)(NSC-98-2221-E-011-095-) |
| [62] | J.-S. Leu, W.-H. Lin, and H.-J. Tzeng, ”Design and Implementation of an OSGi-Centric Remote Mobile Surveillance System,” the IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2009), pp.2572-2576, San Antonio, Texas, USA, Oct. 11-14, 2009. [EI] |
| [63] | J.-S. Leu, C.-K. Lin, M.-S. Lin and J.-L. C. Wu, "Enhancing the Quality of Experience by Accelerating User Requests in a Multi-Wireless-Carrier Environment", The Fifth International Conference on Wireless and Mobile Communications (ICWMC 2009), pp. 54 - 57, Cannes/La Bocca, France, Aug. 23-29, 2009. [EI] |
| [64] | J.-S. Leu, C.-W. Tsai and C.-W. Yi, "Improving Adaptive Streaming Service across Wired/Wireless Network", International Workshop on Mobile Media Retrieval (MMR) in conjunction with The 10th International Conference on Mobile Data Management (MDM 2009), pp.614-618, Taipei, Taiwan, May 18-20, 2009. [EI] |
| [65] | J.-S. Leu and M.-H. Huang, "Piece-based File Sharing over a Peer-to-Peer Network in a Heterogeneous Network Environment", The 13th IEEE International Symposium on Consumer Electronics (IEEE ISCE 2009), pp.881-884, Kyoto, Japan, May 25-28, 2009. [EI] |
| [66] | J.-S. Leu, H.-C. Hsieh, Y.-C. Chen, and Y.-P. Chi, "Design and Implementation of a Low Cost DNS-based Load Balancing Solution for the SIP-based VoIP Service", 2008 IEEE Asia-Pacific Services Computing Conference (IEEE APSCC 2008), pp.310-314, Yilan, Taiwan, December 9-12, 2008. [EI](Acceptance Rate: 100/397 = 25%)(NSC-97-2221-E-011-085-) |
| [67] | H.-C. Hsieh, J.-S. Leu, Y.-C. Chen, and W.-K. Shih, “Fault Detecting Scheme for Unstructured P2P Network Systems,” the IADIS International Conference Wireless Applications and Computing 2008 (IADIS WAC 2008), pp. 119-123, Amsterdam, The Netherlands, July 22-24 , 2008. |
| [68] | J.-S. Leu, and H.-C. Hsieh, “An Autonomous Wireless Sensor Network with Fault Resilience,” The 4th IEEE International Conference on Wireless and Mobile Computing, Networking and communication (IEEE WiMob 2008), pp. 223 - 227, Avignon, France, October 12-14, 2008. [EI](Acceptance Rate: 85/300 = 28.3%) |
| [69] | H.-C. Hsieh, J.-S. Leu, and W.-K. Shih,"Improving Fault-Tolerant Scheme for a Time-Sensitive Autonomous Local Wireless Sensor Network", The International Conference on Mobile Technology, Applications and Systems 2008(ACM Mobility Conference 2008), Yilan, Taiwan, September 10-12, 2008. [EI] |
| [70] | J.-S. Leu, “Empirical Analysis of Authentication Process in a Cooperative B3G Network,” the 17th International Conference on Computer Communications and Networks (IC3N 2008), pp. 1 - 5, St. Thomas U.S. Virgin Islands, USA, August 3-7, 2008. [EI] (Acceptance Rate: 98/399 = 24.6%) |
| [71] | J.-S. Leu, “Design and Implementation of A Lightweight Brokering System for Content/Service Charging in a Cellular Network Centric Business Mode,” The 66th IEEE Vehicular Technology Conference (IEEE VTC 2007 Fall), pp.1990-1994, Baltimore, MD, USA, October 1-3, 2007. [EI] (NSC-96-2218-E-011-004) |
| [72] | J.-M. Chen, J.-S. Leu, H.-W. Wei, L.-P. Tung, Y.-T. Chou, W.-K. Shih, “Design and Implementation of Video on Demand Services over a Peer-to-peer Multioverlay Network,” International Conference on Signal Processing and Multimedia Applications (SIGMAP), Springer, pp. 186-198, Set?bal, Portugal, August 7-10, 2006. (One of Best Papers) |
| [73] | J.-S. Leu, W.-K. Shih and Y.-P. Chi,“Improving AAA Message Forwarding Lookup Latency for WLAN Roaming in Cellular/PWLAN Environment,” the 2006 IEEE Consumer Communications and Networking Conference (IEEE CCNC 2006), Las Vegas, NV, USA, Jan. 8-10 2006. [EI] |
| [74] | J.-S. Leu, Y.-P. Chi, S.-C. Chang and W.-K. Shih, “BRAINS: Blog Rendering and Accessing Instantly System,” IEEE International Conference on Wireless and Mobile Computing, Networking and Communications(IEEE WiMob 2005), Vol. 4, pp. 1 - 4, Montreal, Canada, Aug. 22-24 2005. [EI] |
| [75] | J.-S. Leu, R.-H. Lai, H.-I. Lin and W.-K. Shih, “Practical Considerations on End-to-End Cellular/PWLAN Architecture in support of Bilateral Roaming,” the 2005 IEEE Wireless Communications and Networking Conference (IEEE WCNC 2005), Vol. 3, pp. 1702 - 1707, New Orleans, LA, USA, Mar. 13-17 2005. [EI] |
| [76] | J.-S. Leu, H.-M. Kuo and S.-C. Chang, “Real-Time Information Aggregator: Visualizing SMS and MMS Messages System,” The Sixth International Conference on Information Integration and Web-based Applications & Services (IIWAS 2004), Jakarta, Indonesia, pp. 261-265, Aug. 27-29 2004. |
| [1] | M.-S. Lin, J.-S. Leu*, "Chapter 4: Overview of IEEE 802.15.4 WSNs in 3D Terrains,” Wireless Sensor Networks: Theory and Application, CRC Press, Taylor and Francis Group |
| [2] | J.-S. Leu, “Mobile Services in Wireless Communications Environment,” Encyclopedia of Wireless and Mobile Communications, Taylor & Francis Group (ISBN: 978-1-4200-4326-6 (hardback) 978-1-4200-5562-7 (electronic) Date: 04/15/2008) |
Research Achievement
| Title | Total Amount | Conduct From | Conduct Until | Client |
|---|---|---|---|---|
| Performance Simulation and Evaluation of Multi-System Networks with Cross-Satellite Linking Mechanisms | 000000 | 11308 | 11403 | ITRI |
| Open Integrated Optical and Wireless Prototype System(2/4)(113-2218-E-011-009-) | 12500000 | 11306 | 11405 | NSTC |
| Traffic Management for Synchronous and Non-Synchronous Satellite Integrated Network | 000000 | 11304 | 11311 | TTC |
| ESG Friendly Infrastructure Using AIoT Based Paradigm | 100000 | 11301 | 11312 | NTUST, ITS |
| Video Combination Application Development in the Next Generation Network | 000000 | 11212 | 11305 | Alltek |
| Visualization Platform of Indoor Positioning System in B5G era | 000000 | 11210 | 11304 | Oriongo |
| Open Integrated Optical and Wireless Prototype System(1/4)(NSTC-112-2218-E-011-006- | 14451000 | 11206 | 11305 | NSTC |
| Deploying Indoor Positioning System on the Decentralized Computing Using ARM Cluster and Low-Power Wireless Devices(NSTC-112-2622-E-011-004-) | 600000 | 11206 | 11305 | NSTC |
| AIOT Platform of Infrared Sensing-based Faucet | 000000 | 11206 | 11305 | TAP |
| ARM Cluster-based Low Power Indoor Positioning System Development | 000000 | 11206 | 11305 | SILICON XPANDAS ELECTRONICS CO. |
| Development of Next Generation Wireless Protocol | 000000 | 11204 | 11209 | SILICON XPANDAS ELECTRONICS CO. |
| Voice Command Recognition | 000000 | 11203 | 11208 | AMEC |
| Embedded System-based Interactive Gesture Tracking and Recognition | 000000 | 11111 | 11210 | Winmate |
| Ultra-Wideband based Indoor Localization for Mobile Robotics in the LOS/NLOS En vironment Using Deep Learning | 200000 | 11109 | 11208 | NTUST, CTU |
| 109-1 Internship Project-(USA) Coretek Global LLC | 628802 | 11109 | 11111 | MOE |
| Study of Indoor Positioning Using the Fusion of Wifi Signal Strength and Pedestrian Location Estimation(NSTC-111-2221-E-011 -070 -) | 801000 | 11108 | 11207 | MOST |
| Open Integrated Optical and Wireless Prototype System(NSTC-111-3114-E-011 -001 -) | 13000000 | 11108 | 11205 | NSTC |
| Deep Learning based IoT in outdoor, remote and farming environments | 200000 | 11107 | 11206 | KyuTech, NTUST |
| Learning-based De-raining Algorithms for Video System of Drone | 250000 | 11107 | 11206 | Tokushima University, NTUST |
| 110-1 Internship Project-(USA) SparkAmplify LLC | 484126 | 11107 | 11108 | MOE |
| Study of Indoor Positioning in the B5G era | 000000 | 11105 | 11201 | Oriongo |
| Research on Long-distance Transmission-based Application on Drone | 000000 | 11103 | 11106 | Aeroprobing Inc. |
| Software Validation and Testing | 000000 | 11010 | 11108 | Onyx |
| NLP-based Emotion Analysis and Exploration in the social network | 000000 | 11009 | 11012 | 芯展電子 |
| Construction and autonomous verification of an indoor radio environment map using deep learning and robot based-on LoRaWAN | 250000 | 11009 | 11108 | NTUST, CTU |
| Lightweighting Indoor Positioning Service on Resource Limited Devices(MOST-110-2221-E-011 -013 -) | 660,000 | 11008 | 11107 | MOST |
| Development and Deployment of Lightweight CNN Models Applied for Plant Leaf Diseases using Edge Computing Paradigm | 250000 | 11008 | 11107 | Tokushima University, NTUST |
| Radar Doppler Signal Echo Image Recognition(ext) | 000000 | 11005 | 11007 | AMEC |
| NLP Application and related technique Study on ARM cluster | 000000 | 11004 | 11007 | SILICON XPANDAS ELECTRONICS CO. |
| Radar Doppler Signal Echo Image Recognition | 000000 | 11001 | 11004 | AMEC |
| Study on Sequence-to-Sequence Model for Hand Gesture Recognition based on Radar Micro-Doppler Signal | 500000 | 10912 | 11011 | NTUST, TokyoTech |
| Containerizing Android System | 000000 | 10910 | 11001 | SILICON XPANDAS ELECTRONICS CO. |
| Study on Machine Learning-based Real-time Detection of Crypto Ransomware Activities(MOST-109-2221-E-011 -108 -) | 775,000 | 10908 | 11007 | MOST |
| Methods for Validating Soft-Error Resilience of Functional Models for IoT Devices | 250000 | 10908 | 11003 | KyuTech, NTUST |
| Hardware Implementation of NODE for edge computing | 200000 | 10907 | 11006 | Tokushima University, NTUST |
| Detecting Coverage and Interference Problems in Mobile Network by Intelligent Computing(2/2)(MOST-109-2218-E-011 -012 -) | 600000 | 10907 | 11006 | MOST |
| Detecting Coverage and Interference Problems in Mobile Network by Intelligent | 000000 | 10907 | 10912 | ITRI |
| Vehicle Speed and License Plate Detection Algorithm | 000000 | 10905 | 10907 | 維碩科技 |
| Automatic Data Gathering and Blockchain Environment Studying | 000000 | 10903 | 10906 | 芯展電子 |
| Indoor Positioning and Heatmap Generating | 000000 | 10902 | 10907 | NADI |
| 108 Internship Project-(USA) Coretek Global LLC | 633215 | 10901 | 10903 | MOE |
| Interfacce Automation Script Development | 000000 | 10811 | 10902 | 芯展電子 |
| Development of Web-based Ship Management | 000000 | 10809 | 10908 | AMEC |
| Realizing a new generation of interactive family care platform by combining mobile fog computing and model compression technology(MOST-108-2221-E-011 -061 -) | 802000 | 10808 | 10907 | MOST |
| IoT in rural, outdoor, remote and farming environments | 250000 | 10808 | 10903 | KyuTech, NTUST |
| Detecting Coverage and Interference Problems in Mobile Network by Intelligent Computing(1/2)(MOST-108-2218-E-011 -029 -) | 595000 | 10807 | 10906 | MOST |
| Detecting Coverage and Interference Problems in Mobile Network | 000000 | 10807 | 10906 | ITRI |
| Fast Algorithm and Hardware Implementation of Neural Ordinary Differential Equations for Edge Comput | 250000 | 10807 | 10906 | Tokushima University, NTUST |
| 107 (New Southbound Policy) Internship Project-(Austalia) Right Course Holdings Pty Ltd | 600000 | 10806 | 10808 | MOE |
| 智慧聯網技術與應用人才培計畫--108智慧空間電子應用聯盟-課程(模組)發展計畫-「智慧空間表示與探索」課程 | 878000 | 10804 | 10903 | MOE |
| 107 Internship Project-(USA) Coretek Global LLC | 623000 | 10801 | 10803 | MOE |
| Development of Indoor Positioning System | 000000 | 10712 | 10805 | Onyx Healthcare Inc. |
| 行動寬頻課程推廣計畫-LPWAN原理與實務 | 650000 | 10712 | 10901 | MOE |
| Studies on IoT Sensors and User Behaviors - ranging from individual activity to multiuser spatial spectrum occupancy | 300000 | 10709 | 10808 | TokyoTech, NTUST |
| IoT in rural, outdoor, remote and farming environments | 230000 | 10708 | 10803 | KyuTech, NTUST |
| Heapmap Reconstruction System | 000000 | 10707 | 10712 | ITRI |
| {NYMU-NTUST]Development of Smart Health Self-management System for Chronic Disease Patients Using COPD as an Example | 250000 | 10706 | 10805 | NYMU, NTUST |
| 106 Internship Project-(USA) Coretek Global LLC | 408000 | 10703 | 10705 | MOE |
| Study on Fuzzing Technique and Android Container | 000000 | 10701 | 10712 | ITRI |
| Deep Neural Networks Improvement | 000000 | 10701 | 10712 | ITRI |
| 智慧聯網技術與應用人才培計畫--107智慧空間電子應用聯盟-課程(模組)發展計畫-「智慧空間表示與探索」課程 | 1298200 | 10611 | 1083 | MOE |
| The unknown malicious network behavior machine learning identification system based on the user 's network behavior(106-3114-E-011-009-) | 907,000 | 10610 | 10709 | MOST |
| Wireless AP Auto-Displacement System | 000000 | 10610 | 1079 | III |
| Study on Implementing the Technology of Android Virtualization on Linux Host | 000000 | 10609 | 10612 | ITRI |
| Model Compression Algorithm | 000000 | 10608 | 10612 | ITRI |
| {NYMU-NTUST]Development of environmental monitoring and exercise decision-making assist system for outdoor activities of chronic disease patients | 250,000 | 10606 | 10705 | NYMU, NTUST |
| Study on Vehicular Object Simulator and Image-based Vehicle Detection System(II) | 000000 | 10605 | 10707 | AMEC |
| Study on Vehicular Object Simulator and Image-based Vehicle Detection System | 000000 | 10511 | 10604 | 全科綜電股份有限公司 |
| Implementing an Interactive Family Care Platform by Using Streaming Analysis, Realistic authentication and Multimedia IoT(105-2221-E-011-084-MY3) | 2,357,000 | 10508 | 10807 | MOST |
| [TMU-NTUST Joint Research Project]System Development and Validation in Sleep Preparing Inferential Model | 300,000 | 10501 | 10512 | TMU, NTUST |
| [Tokyo Institute of Technlogy & NTUST Joint Research Project] Study on gathering, processing, and analyzing big data from human centric IoT devices using Hadoop platform - for smart FamilyCare home applications | 300,000 | 10501 | 10512 | NTUST |
| Integration Design and Implementation of Smart Home Assistive Devices for Elderly People(104-2218-E-011 -016 -) | 621,000 | 10409 | 10508 | MOST |
| Research on Secure Multimedia Delivery through the Over-The-Top Service Platform(104-2221-E-011-018-) | 775,000 | 10408 | 10507 | MOST |
| Development of Indoor Positioning and Navigation System | 000000 | 10408 | 10507 | T-Star |
| 104, 105年度「資通訊軟體創新人才推升計畫-價值創造推廣分項」(協同主持人) | 000000 | 10404 | 10603 | MOE |
| Linux Optimization for HW Diagnostic FW | 000000 | 10404 | 10410 | NetAPP |
| Fast Duplicated Files Finder | 000000 | 10401 | 10406 | QNAP |
| Application Development on Cloud Storage System(III) | 000000 | 10311 | 10404 | QNAP |
| Research, Design and Development of Human-Centric Context-Aware Computing System(103-2221-E-011-112-) | 627,000 | 10308 | 10407 | MOST |
| Application Development on Cloud Storage System(II) | 000000 | 10301 | 10306 | QNAP |
| iAngle: Care What You Care(103-2218-E-011 -005-) | 635,000 | 10301 | 10308 | NSC |
| Study on the self-learning model of power efficiency management on smartphone(102-2221-E-011-068-) | 651,000 | 10208 | 10307 | NSC |
| Application Development on Cloud Storage System | 100,000 | 10206 | 10208 | QNAP |
| Pointer Wizard- Elderly People Centric Touchless Communication User Interface(101-2218-E-011-039) | 395,000 | 10110 | 10205 | NSC |
| Study on Network Coding Based File Sharing and Power Consumption on Mobile Nodes in a Heterogeneous P2P Network(101-2221-E-011-126-) | 582,000 | 10108 | 10207 | National Science Council |
| Development of Linking the SD Card in the Android Device to File System | 100,000 | 10008 | 10012 | WINMATE |
| Research on Heterogeneous IOT-based Sensor Network Management and Cloud Access Routing(I)(100-2221-E-011-154-) | 605,000 | 10008 | 10107 | NSC |
| User Interface Development on Android Based Smart Handheld Device | 250,000 | 10008 | 10101 | WINMATE |
| 互動多媒體教學推動聯盟中-100年度課程發展計畫-教材發展：多媒體平臺技術領域「行動多媒體通訊平臺設計」課程 | 400,000 | 10004 | 10103 | 教育部 |
| Extensible Application Platform over Power Line Communication Network | 300,000 | 10001 | 10006 | 鼎御科技 |
| Extensible Home Automation Application Platform | 500,000 | 9906 | 10005 | WINMATE |
| Adaptive Resource Locating and Efficient File Sharing over a P2P Network(98-2221-E-011-095-) | 559,000 | 9808 | 9907 | National Science Council |
| Design and Analysis of a Fault-tolerant and Load-balancing VoIP Architecture | 523,000 | 9708 | 9807 | National Science Council |
| Home Networking Platform(the 2nd year) | 375,000 | 9701 | 9712 | MOE |
| 「家庭網路平台」教材發展計畫(第一年) | 375,000 | 9609 | 9703 | 教育部 |
| A Lightweight A.A.A. Brokering System for Valued Added Services in a Network Centric Model | 561,000 | 9608 | 9707 | National Science Council |
Student
| Academic Year | Thesis Title | Student |
|---|---|---|
| 112 | Study on Robustness of Two-Dimensional Deep Spatial-Based Learning in Network Intrusion Detection Systems | Mulyanto |
| 112 | Enhancing Robustness and Efficiency of Deep Neural Networks through Adversarial Approaches | Syahidah Izza Rufaida |
| 112 | Study on the Deep Learning Techniques on the Classification of Cocoa Bean Images: Effect of Contextual Information and Poolong Layers | Xanno Sigalingging |
| 112 | Study on Electronic Nose Signal Processing: A Multi-Approach Exploration of Feature Extraction, Deep Learning, and Temporal-Spatial Strategies | Cries Avian |
| 111 | An Exploration of Plant Leaf Disease Identification via Feature Fusion and Autonomous Deep Learning | Muhamad Faisal |
| 111 | Study on the Construction of Smart Farming Frameworks | Setya Widyawan Prakosa |
| 111 | Conditional Content Generation Based on Subjective Perception Context from Heterogeneous Content Types | Kuan-Wu Su |
| 110 | A Study of Enhancement of Cyberattack Detection with Machine Learning | Chia-Ming Hsu |
| 109 | Utilizing Extreme Gradient Boosting Method for Constructing Multilevel Neural Network to Reduce the Inference Time in an Edge-Cloud Environment | Tryan Aditya Putra |
| 106 | Study on Recognizing User Daily Activities by Personal Biomarkers and Indoor Context Information | Min-Chieh Yu |
| 102 | Study on Multimedia Service over Vehicular System in a Broadband Wireless Network Environment | Tzu-Kai Cheng |
| 101 | Secure Authentication Schemes in Communication Networks | Wen-bin Hsieh |
| 100 | A Study on Performance Evaluation in 3D Terrains and Queue Management for Wireless Sensor Networks | Mu-Sheng Lin |
| Academic Year | Thesis Title | Student |
|---|---|---|
| 112 | A study of Multilabel Chest X-Ray classification based on Deep Learning Algorithms | Uswatun Hasanah |
| 112 | Enhancing Ethereum Gas Estimation: A Study on GS-Express Approach and Development of an Improved Estimator | Chong-Hua Yuan |
| 112 | Design and Implementation of a Resource-Efficient Model Production System for Machine Learning | WEI HSIEH |
| 112 | Deep Reinforcement Learning Approach for Adaptive Network Slicing in 5G O-RAN | Hsuan-Fu Chen |
| 112 | Implementation of a Microservice-based MLOps in AI/ML Model Management Platform with Authentication Mechanism | Chin-Chieh Wang |
| 112 | MSADFusion: An Infrared and Visible Image Fusion Method Based on Multi-Scale Adaptive Dynamic Fusion Strategy | YU-CHENG LIN |
| 112 | Deployment Strategy of Service Function Chains in UAV Network Using Transformer Encoder and Double Deep Q-Network | SHAO-YUAN LIN |
| 111 | A Wi-Fi Positioning-Based Multi-Floor Autonomous Parameter Rectified Pedestrian Dead Reckoning System | Hsin-Yang Huang |
| 111 | Indoor Positioning Algorithm Research Based on Geomagnetic Fingerprint and Directed Cycle Graph | Chiao Zha |
| 111 | Image Recognition-Based Indoor Positioning System Using Federated Learning | Heng-Shao Yu |
| 111 | Design and implementation of indoor positioning systems with continuous deployment | YU-HSIEN TASI |
| 111 | Stroke Prediction Algorithm Based on 3D Convolutional Neural Network for CT Scans in Patients with Atrial Fibrillation | Wei-Yu Hsu |
| 111 | Applying Large Language Models for Penetration Testing and Vulnerability Identification in Bluetooth Low Energy Communication | MING-YEN HSIEH |
| 110 | Design and Implementation of a Fall Detection System Based on Range-Doppler Image | Wei-Lun Hsu |
| 110 | Progressive Contextual Excitation for Smart Farming Application | Chia-Hung Bai |
| 110 | Two-Phase Positioning System Based on the Fusion of Wi-Fi Signal Strength and Pose Estimation | Han-Hsuan Cheng |
| 110 | Mobile-Robot and Platform for VLC Indoor Navigation | Stepan Bosak |
| 110 | Infrastructure of Indoor VLP System | Martin Suda |
| 110 | Implementing the End-to-End Verification of Traffic Control on 5G O-RAN | Hong-Yi Yang |
| 110 | Genetic Algorithm Based Wireless Base Station Deployment Simulation System | Guan-Lin Chen |
| 110 | Personalized Music Recommendation System Based on User Emotion, Visual Object, and Geographic Location | Yu-Yu Liu |
| 110 | Chest X-ray Artifact and Bone Shadow Reduction with Deep Learning and Synthesized Data | You-Rui Zhang |
| 110 | Prediction of Heart Failure from Chest X-Ray by Deep-Learning Algorithms | Dai-Hua Tsai |
| 110 | Handover Prediction with CNN-LSTM Based on Consecutive Signal Constellation Diagrams | Ying-Cheng Wu |
| 109 | Study of a Novel Vehicle Speed Estimation Using Road Marking-based Perspective Transformation | Wan-Ping Wu |
| 109 | Study of Knowledge Distillation Based on Various Teacher Model Architectures | Yu-Wen Huang |
| 109 | Study of Malware Detection Based on Deep Learning Algorithms | Paul Elijah Setiasabda |
| 109 | Predicting the wireless network coverage using multi-output neural network | Olivia Ferlita |
| 109 | Piecewise Linearization Approach with Dense Matrix Encoding for Neural Networks Parameters to Achieve Model Compression | Sheng-An Huang |
| 109 | Ransomware Detection with CNN and Deep Learning Based on Multiple Features of Portable Executable Files | Chia-Cheng Yang |
| 109 | Mono Camera Distance Detection on Drone Using Focus of Expansion | Min-Zhe Zhuang |
| 109 | 3D UAV Path Planning Using Gray Wolf Optimization | Cheng-Chih Chang |
| 109 | Design and Implementation of a Hand Gesture Recognition System Based on Range-Doppler Map | Yu-Ming Lin |
| 108 | A PDR-based Indoor Positioning System in a Nursing Cart with iBeacon-based Calibration | Jing-Wen Liu |
| 108 | Evaluation of Clustering Algorithms in Movie Recommender System with Unsupervised Machine Learning Schemes | Debby Cintia Ganesha Putri |
| 108 | Study of Knowledge Distillation Based Model Compression by Various Structures with Multi Teachers | Jun-Bang Jiang |
| 108 | Recommendation System Based on Multiple Criteria Decision Making –A Study of house rental market | Yi-Yun Chang |
| 108 | Design and implementation of an autonomous configuration based multi-floor indoor positioning system | Shao-Yung Huang |
| 108 | Detecting Wireless Coverage Problem by Intelligent Computing for Self-Organization Network | Shih-Hsin Liu |
| 108 | Design and Implementation Internet of Things in Healthcare - A Case Study of Chronic Obstructive Pulmonary Disease | Ping-Chen Huang |
| 108 | Design and implementation of an image recognition based indoor positioning system | SHIH-YI YANG |
| 108 | Study of Applying Machine Learning Algorithm to Simulate Wireless Signal Strength in an Indoor Environment | Cheng-Yu Ko |
| 108 | Study of Applying Hybrid Sequential Model to Chinese Sentence Correction | CHUN-WEI CHEN |
| 108 | Study of Applying Multi-Scale Frustum PointNets to 3D Object Detection | Hua-Che Hsu |
| 108 | Soft Knowledge Relocation: toward heuristic-agnostic model pruning | Jules SALZINGER |
| 107 | Monolithic Microwave Heater with Programmable Thermostat Function | Tzu-Yu Tseng |
| 107 | Enhancing Greybox Fuzzing with Concolic Test Case Generator | Ikhwan Mohammad Iqbal |
| 107 | Denial of Service Detection and Mitigation in Multi-Access Edge Computing in Software Defined Network by Decision Tree Learning Approach | Adhyatma Abbas |
| 107 | Analysis of Model Compression Using Knowledge Distillation | Yu-Wei Hong |
| 107 | Design and Implementation of An Intrusion Detection System for Edge Computing Nodes in the IoT | Lo-Chi Hsiao |
| 106 | Automatic News-Roundup Generation using Clustering, Extraction, and Presentation | Vincent Utomo |
| 106 | Implementing a Real Time Image Captioning System for Scene Identification Using Embedded System | He-Yen Hsieh |
| 106 | Research of Mesh Node Placement Algorithm in Wireless Mesh Network | I-Fan Wang |
| 106 | Implementation of a Simulation System for Wireless Base Station Deployment Applied to Various Three-Dimensional Complex Environments | Bo-Han Chen |
| 106 | A Boat Detection Scheme Using Machine Learning Based on Embedded System | You-Wei Dong |
| 106 | Design and Implementation of Resource Management Framework on Container-based Android Cluster Server | Yi-Hsun Tsai |
| 106 | Design and Implementation of Radar Target Simulator for 24GHz FMCW Radar System | Jia-Nan Hong |
| 106 | Study on Image to Image Translation Based on Cycle Consistent Adversarial Networks | Zhi-Hong Rao |
| 106 | Improving the Accuracy of Pruned Network Using Knowledge Distillation | SETYA WIDYAWAN PRAKOSA |
| 106 | Study on Compressing ConvNets Using Pruning Filters and Layers | Muhammad Zulfan Azhari |
| 105 | Using Machine Learning Schemes to Predict Default Risk on Imbalanced Peer-to-Peer Lending Dataset | Yan-Ru Chen |
| 105 | Study on International Data Roaming Service in a Heterogeneous Network | Yi-Chen Lin |
| 105 | A Human-Computer Interface Classification Algorithm using EMG-Based Facial Gesture Recognition | Xanno Kharis Sigalingging |
| 105 | Using Autoencoder to Facilitate Information Retention for Data Dimension Reduction | Yu-Chen Cheng |
| 105 | Improved Swarm-wavelet based Extreme Learning Machine for Myoelectric Pattern Recognition | Alrezza Budiarsa |
| 105 | Design and Implementation of a Power Consumption Management System for Smart Home over Fog/Cloud Computing | Yen-Ta Chen |
| 105 | An GA-based Fuzzy Clustering Algorithm with Interpretable Rules and Best-Fit Clusters | Cheng-Hao Yang |
| 105 | Design and Implementation of Hybrid Indoor Localization and Navigation Schemes with Ensemble Learning Algorithm | JEN-CHIEH HSU |
| 105 | Using Random Forest to Recognize Pattern of User Activity by Heart Rate Variability | Che-Jui Chang |
| 104 | IP-based Intelligent Doorphone | Daniel Hofman |
| 104 | Improving the Age Estimatior Accuracy by a Hybrid OptimizationScheme | Reza Syahroel Ghufran |
| 104 | Building Machine Learning Mechanism on Cloud Platform for Data Analysis and Prediction | Chia-Yun Chan |
| 104 | Biometric-based Remote Mutual Authentication Scheme for Mobile Device | Sheng-Kai Chen |
| 104 | Using Recurrent Neural Networks to Predict Station Level Demand in a Bike Sharing System | Po-Chaun Chen |
| 104 | Comparison of Ant-based On-demand Routing Schemes Assisted by Different Types of Dominating Sets | Tzu-Yuan Hsu |
| 104 | Design and Implementation of Machine Learning-based Human Resource Allocation Schemes | Chuan_Ting Hung |
| 104 | Implementation and Analysis of Hybrid Wireless Indoor Positioning with iBeacon and Wi-Fi | Ching-Chieh Chiu |
| 104 | Design and Implementation of a Parallel Processing Assisted OS Test Automation Platform with Continuous Integration | Ying-Bin Jou |
| 104 | Design and Implementation of Real-time Heterogeneous Data Analyzer over Cloud Computing Platform | Yong-Ting Wu |
| 104 | Design and Implementation of a KMA based Real-time Transcoding Scheme for DASH Streaming System | Bing-Syuan Wang |
| 103 | Increasing the DASH-based Video Streaming Quality by the KMA-based Self-adaptation Scheme | Yi-Siang Chen |
| 103 | Improving Security and Privacy of Images on Cloud Storage by Histogram Shifting and Secret Sharing | Min-Ying Wu |
| 102 | Design and Implementation of an Open Data Assisted Real-Time Trip Planner | Tien-Yu Chu |
| 102 | Enhancing the Presence Service Efficency of Internet Protocol Multimedia Subsystem-based Web Services | Kun-Che Hsu |
| 102 | Design and Implementation of a Google Map Based Navigation System with Interative Multimedia | Zhe-Yi Zhu |
| 102 | Study on Regional Emergy Aware Clustering with Isolated Nodes in Wireless Sensor Network | Tung-Hung Chiang |
| 101 | Weakly Connected Dominating Set Assisted Ant-based On-demand Clustering Routing Protocol for Mobile Ad-hoc Network | Kuen-Han Li |
| 101 | Design and Implementation of Video Broadcasting System in a Heterogeneous Network Environment | Chung-Hung Lin |
| 101 | Hybrid Search Scheme for Social Networks Supported by Dynamic Weighted Distributed Label Clustering | Jheng-Huei Chen |
| 101 | Energy Efficient Streaming for Smartphone by Video Adaptation and Backlight Control | Chun-Yao Liu |
| 101 | Study on Energy Efficient Mechanism for Cellular Networks Based on Queuing Theory | Chih-yu Luan |
| 100 | RSS Fingerprint and Footprint Assisted Weighted Voting Positioning Algorithm Based on Ambient Wi-Fi Signals | Hung-Jie Tzeng |
| 100 | Study on Extending WSN Lifetime Based on Data/Location Similarity and Weakest Node Protection | Cheng-Tsung Chen |
| 100 | Study on Heterogeneous Sensor Message Scheduling on a SOA-based IoT Platform | Chi-Feng Chen |
| 100 | A Novel Energy Saving Scheme for Smartphone Based on Non-parametric Prediction | Nguyen Hai Tung |
| 100 | Study on Retrieving Subjective Knowledge from Music Using Adaptive Cloud-based Structure | Kuan-Wu Su |
| 100 | Dynamic Task Allocation Scheme Based on Node Workload in a Heterogeneous Cloud Environment | Hsin-Yu Shih |
| 100 | Design and Implementation of a Voice Push-to-Talk Service using Linphone in a Heterogeneous Network Environment | Chien-Chih Lo |
| 99 | Adaptive weighted algorithm for improving mobile sensor node connectivity in IEEE 802.15.4 Networks | Min-Chieh Yu |
| 99 | Simulation Study on Network Coding Based File Sharing over Unstructured P2P networks | Hsiao-Chuan Yueh |
| 99 | Neighborhood Information Based Searching in Peer-to-Peer Networks | Wa-Lin Chen |
| 98 | Design and Implementation of a Remote Mobile Surveillance System | Wei-Hsiang Lin |
| 98 | Design of a Tranmission-Rate Adapted Streaming Server in a Wireless Environment | Sheng–Fu Chen |
| 98 | Performance Study of Map-Reduce over Hadoop for Large-scale Data Processing | Yun-Sun Yee |
| 97 | Efficient Backbone Bandwidth Management in a Multi-Wireless-Carrier Operator | Chuan-Ken Lin |
| 97 | File Sharing Schemes over a Peer-to-Peer Network in a Heterogeneous Network Environment | Ming-Hung Huang |
| 97 | Adaptive Resource Locating in an Unstructured Peer-to-Peer Network | Cheng-Wei Tsai |
| Academic Year | Project Title | Student |
|---|---|---|
| 112 | Renting Platform | 陳韋翰, 劉品宗, 徐欣業 |
| 112 | Guesture-based Teaching Platform | 陳毓壎, 鐘昱穎 |
| 112 | EMI Teaching Platform - Converting Natural Voice to Synthetic Voice | 陳昆樂, 施鈞譯, 許紫葳 |
| 111 | Food Delivery Platform Development | 洪柏鈞,江泓儒,謝承遠 |
| 111 | 人工神經網路於高能物理之應用與探討 | 詹承翰 |
| 111 | 智慧校園雲端管理系統的設計和實現 | 曾燕玲 |
| 110 | Gesture Recognition-based Text Reading System | 林紹元, 鍾德偉, 王勁杰 |
| 109 | Fake News Detection Based on NLP | 吳國俊 |
| 108 | 智能遠距離測溫設備 | 廖俊錳, 劉司港 |
| 108 | 室內定位系統Indoor Positioning System | 賴昱鈞, 曾子嘉, 俞恆劭 |
| 107 | 半自動水耕栽培系統結合手機App | 李勁彥, 陳冠霖, 范城霖 |
| 107 | 基於AR技術的指引應用之開發 | 鍾華轅, 黃新揚 |
| 106 | 智慧酒駕終結系統 | 韓志杰, 黃俊維, 殷之浩 |
| 106 | 智慧溫室系統 | 陳順祥, 張立昇 |
| 106 | 基於動態規劃的室內導航系統設計與實作 | 黃勝安, 郭雨承 |
| 106 | 智慧疲勞偵測方向盤 | 陳弈廷, 王啟丞 |
| 105 | 停車場車輛找尋應用系統 | 鄭富元 |
| 105 | 室內定位結合擴增實境之行動APP | 黃品禎,楊士逸 |
| 105 | 設計與實作以開放式資料為輔之即時交通規劃系統 | 賴聖傑,劉冠甫 |
| 104 | 室內環境偵測系統 | 江紫紅, 蕭珞騏 |
| 104 | GPS防走失裝置 | 陳偉源, 吳俊偉 |
| 103 | NumberCatcher智慧型排隊系統 | 饒志鴻,程文志 |
| 103 | 投擲自主訓練App | 徐麒軒 |
| 103 | iHelper愛幫手 | 蔡孟庭,董祐瑋 |
| 103 | 微晶片競速自走車開發系統設計與實作 | 陳智峰 |
| 103 | 寵物餵食器 | 洪嘉男 |
| 102 | 行動字源雲端設計與開發 | 徐伯誠 |
| 102 | 設計與實現一個行動隨身心電圖監測系統 | 廖唯倫,劉子璞 |
| 102 | 微晶片競速自走車開發系統設計與實作 | 張哲睿,朱家毅 |
| 102 | 遙控智能車的設計與實作 | 陳彥達 |
| 101 | 智慧型手機為中心的雲端應用開發 | 胡德康 |
| 101 | 微晶片競速自走車開發系統設計與實作 | 邱靖倢,陳柏翰 |
| 101 | 智慧型手機之雲端應用開發 | 薛乃榮 |
| 100 | Hadoop任務排程之效能改進 | 陳柏全,黃致嘉 |
| 100 | 雲端地圖之研究 | 陳國榮 |
| 100 | 異質無線網路下多媒體傳輸應用之開發 | 陳俊安 |
| 100 | 智慧型人機介面之開發; 數位時光膠囊雲端系統(NSC-101-2815-C-011-029-E) | 謝成鑫 |
| 100 | 觸覺式的智慧導航系統 | 陳國瑋 |
| 99 | 指人針 | 翁嘉澤 |
| 99 | 智慧型手機與門禁監控系統之開發 | 徐堃哲 |
| 99 | 微氣候探測器 | 朱哲儀,江東鴻 |
| 98 | 遠端行動監控系統擴充之嵌入式系統的多媒體程式開發 | 李坤翰,劉醇曜 |
| 98 | 具入侵偵測之防盜影像擷取系統 | 林正宏 |
| 98 | 遠端行動監控系統擴充之移動設備程式開發 | 陳政輝 |
| 97 | 異質設備間檔案傳輸 | 陳威志 |
| 97 | 異質網路下串流服務之研究 | 彭佩瑜,石欣玉 |
| 97 | 異質設備間音訊傳輸及格式轉換 | 陳其灃,林訓陽 |
| 97 | 結合無線通訊技術以OSGi為基礎實現行動居家照護系統 | 曾泓傑 |
| Year | Deeds |
|---|---|
| 2023 | 學生蔡明翰、王樹盛、陳彥廷參加「大專院校模擬實戰創業平台」競賽獲選補助10萬元 |
| 2022 | 學生林於樵等參加110年度第四屆 「你 可以改變未來」創新創業競賽智慧科技組冠軍 |
| 2022 | 學生謝明諺等參加110年度第四屆「你 可以改變未來」創新創業競賽產業創新組冠軍 |
| 2022 | 學生查喬等參加110年度第四屆「你 可以改變未來」創新創業競賽社會實踐組佳作 |
| 2022 | 學生林於樵、林紹元獲選111年度「U-start創新創業計畫」第一階補助 |
| 2021 | 學生徐偉倫、鄭和軒、張丞志、劉又瑜、蔡岱樺以「智慧停車繳費系統」參加「第二屆大專院校資訊創新應用暨金流服務競」榮獲第三名 |
| 2020 | 學生柯承佑、黃少鏞、江郡邦、劉時新等同學於SBIR 新秀組中為獲補助團隊 |
| 2020 | 學生黃新揚、鍾華轅等同學榮獲「2020 Schneider Go Green 」台灣決賽冠軍 |
| 2019 | 學生柯承佑、黃少鏞、江郡邦、劉時新等同學參加「 Sigfox Taipei Hacking House」榮獲第四名 |
| 2019 | 學生柯承佑、黃少鏞、江郡邦、劉時新等同學參加「教育部 U start 創新創業計畫」榮獲補助團隊 |
| 2019 | 學生柯承佑、黃少鏞、江郡邦、劉時新等同學參加「108年度國立 臺灣科技大學創新創業推動基地商品化競賽 」榮獲補助團隊 |
| 2018 | 學生柯承佑、黃少鏞、江郡邦、劉時新、張譯勻等同學參加「107年度國立臺灣科技大學第九屆國際創意創業競賽」榮獲企業特別獎 |
| 2017 | 謝禾彥、蔡佾勳、王翊帆、陳柏翰等同學參加經濟部工業局主辦「Open Data創新應用競賽」榮獲開放資料應用組優等 |
| 2017 | 蘇冠武、許任捷、陳柏翰、謝禾彥參加2017 Microsoft Indoor Localization Competition榮獲二維定位組的第四名(使用FingerPrinting方法，效果最佳的一組) |
| 2016 | 指導饒智鴻、陳智峰同學參加第二屆創意智慧生活競賽，以"NFC智慧藥盒"榮獲健康照護組季軍 |
| 2016 | 指導學生 邱靖倢、許任捷、陳彥達、饒志鴻 參加「第二屆全國校園雲端創新應用大賽」以「4Gourney」榮獲中小學行動學習類-學生組第三名 |
| 2016 | 指導學生陳柏全、陳彥汝、楊程皓、張哲睿、謝禾彥，參加經濟部工業局主辦之「2016通訊大賽-智慧城市應用服務設計競賽」，以「Bike Go」作品，榮獲佳作 |
| 2016 | 指導學生董祐瑋、蔡佾勳、洪嘉男、陳彥達、許任捷、王翊帆、饒志鴻參加「2016第21屆全國大專校院資訊應用服務創新競賽」，以「NFC智慧藥盒」作品，榮獲物聯網裝置兩岸交流應用組佳作 |
| 2015 | 指導張哲睿、朱家毅同學參加「第三屆台灣區The Freescale Cup競賽」獲得佳作 |
| 2015 | 指導學生王秉軒、邱靖倢、陳聖凱、吳勇霆、許任捷參加「2015第20屆全國大專校院資訊應用服務創新競賽」以"iAngel 愛的天使"榮獲智慧型手持裝置兩岸交流應用組佳作 |
| 2015 | 指導學生蘇冠武、游敏杰、江東鴻參加「2015 MATLAB/Simulink技術與應用文章/論文徵選」，以「Prolonging the Lifetime of WiNeMO with Isolated Node Problem Using Energy Efficient Clustering Scheme」獲得優選第二名 |
| 2015 | 指導學生邱靖倢、邱昶學、王紫綺、許任捷參加「2015第20屆全國大專校院資訊應用服務創新競賽」以"Fooney即食"榮獲智慧型手持裝置兩岸交流應用組第二名 |
| 2015 | 指導學生程文志、饒志鴻、邱靖倢、許任捷參加「2015第20屆全國大專校院資訊應用服務創新競賽」以"NumberCatcher-智慧型排隊系統"榮獲智慧型手持裝置兩岸交流應用組佳作 |
| 2015 | 指導學生 蘇冠武、邱靖倢、王秉軒、許任捷、楊程皓參加「2015第六屆校園創意創業競賽」以「在地A腳步」榮獲專利商品化第一名！ |
| 2014 | 指導學生朱哲儀參加「2014軟體創作競賽」，以「智能導航家」獲得智慧感知與互動多媒體組佳作 |
| 2014 | 指導邱靖捷、朱家毅、張哲睿同學參加「第二屆台灣Freescale Cup智能車競賽」榮獲佳作 |
| 2014 | 指導學生詹佳芸、朱哲儀以"OmniPlay"榮獲 2014通訊大賽「智慧型手持裝置使用者體驗設計競賽」季軍暨HTC專題獎 |
| 2013 | 指導學生江東鴻、朱天瑜、 徐堃哲 、吳明翠參加「2013第18屆全國大專校院資訊應用服務創新競賽」榮獲悠遊卡好便利創新應用組第三名 |
| 2013 | 指導碩士生李坤翰，以論文"移動隨意網路中以弱連結支配集為輔之基於蟻群的需求式分群路由演算法"，獲選2013年中華民國資訊學會最佳碩士論文獎佳作 |
| 2013 | 指導學生蘇冠武、朱哲儀、詹佳芸榮獲台科大第五屆校園創意創業競賽「技術商品化競賽」佳作 |
| 2013 | 指導學生朱哲儀參加「2013全國資通訊應用暨智慧電子專題競賽」，以"Skywalker"榮獲大專組第三名 |
| 2013 | 指導學生江東鴻參加「2013網路創意生活智慧家APP行動大賽」，以"Network Guard"榮獲學生組第二名 |
| 2013 | 指導邱靖捷、陳柏翰同學參加「第一屆台灣Freescale Cup智能車競賽」榮獲佳作 |
| 2012 | 指導博士生林木盛同學榮獲台灣網路智能學會博士論文獎 |
| 2011 | AR創意挑戰賽佳作(陳政宗,朱哲儀) |
| 2010 | 北區技職微積分競賽團體組工科優等獎(簡芝妍,林郁辰,張雅婷) |
| 2008 | 台科大教職員生創業競賽入圍獎(林傳根,林暐翔,陳聖甫,蘇冠武,俞詠善) |