dr. D.V. Le Viet Duc (Duc)

Universitair docent
EEMCS-CS-PS
Zilverling 5013
v.d.le@utwente.nl
+31534895225
Visitekaartje

Expertises

  • Computer Science

    • Activity Recognition
    • Models
    • Contexts
    • Sensor Networks
    • Channel State Information
    • Dirichlet Process
    • Accuracy
    • Application

Organisaties

Publicaties

2024
Seeing the world from its words: All-embracing Transformers for fingerprint-based indoor localization, Article 101912. Nguyen, S. M., Le, D. V. & Havinga, P. J. M.https://doi.org/10.1016/j.pmcj.2024.101912
2023
Wi-Gitation: Replica Wi-Fi CSI Dataset for Physical Agitation Activity Recognition, Article 9. Sharma, N., Brinke, J. K., Jansen, L. M. A. B., Havinga, P. J. M. & Le, D. V.https://doi.org/10.3390/data9010009Fluid classification with integrated flow and pressure sensors using machine learning, Article 114762. Alveringh, D., Le, D. V., Groenesteijn, J., Schmitz, J. & Lötters, J. C.https://doi.org/10.1016/j.sna.2023.114762Exploring the Impact of Locations and Activities in Person-Wise Data Mismatch in CSI-based HARIn 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT) (pp. 232-239). Sharma, N., Le, D. V. & Havinga, P. J. M.https://doi.org/10.1109/DCOSS-IoT58021.2023.00048Empirically Investigating the Impact of Antenna Polarization and Modulation Parameters on Subsoil Communication Range in LoRa NetworksIn Proceedings - 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things, DCOSS-IoT 2023 (pp. 437-444). IEEE. Nguyen, N. D. T., Le, D. V. & Havinga, P. J. M.https://doi.org/10.1109/DCOSS-IoT58021.2023.00075Learning the world from its words: Anchor-agnostic Transformers for Fingerprint-based Indoor LocalizationIn 2023 IEEE International Conference on Pervasive Computing and Communications (PerCom) (pp. 150-159). IEEE. Nguyen, S. M., Le, D. V. & Havinga, P. J. M.https://doi.org/10.1109/PERCOM56429.2023.10099376Self-Attention Generative Distribution Adversarial Network for Few- and Zero-Shot Face Anti-SpoofingIn 2022 IEEE International Joint Conference on Biometrics (IJCB). IEEE (Accepted/In press). Nguyen, S. M., Tran, L. D., Le, D. V. & Masayuki, A.https://doi.org/10.1109/IJCB54206.2022.10007986
2022
Testbed Hardware Design to Collect Data for Underground PVC Water Pipe Crack Detection: Challenges and Solutions, 1-5. Tran, Q. C. V., Le, D. V., Yntema, D. R. & Havinga, P. J. M.https://doi.org/10.1145/3560905.3567765Efficient talking in underground water pipelines, 1-5. Tran, Q. C. V., Nguyen, D. T. N., Le, D. V., Yntema, D. R. & Havinga, P. J. M.Self-diagnostic PVC pipes for capturing threats in underground water pipelines, 1-5. Tran, Q. C. V., Le, D. V., Yntema, D. R. & Havinga, P. J. M.A Review of Inspection Methods for Continuously Monitoring PVC Drinking Water Mains, Article 2327-4662 , 14336-14354. Tran, Q. C. V., Le, D. V., Yntema, D. R. & Havinga, P. J. M.https://doi.org/10.1109/JIOT.2021.3077246Embedding artificial intelligence in society: looking beyond the EU AI master plan using the culture cycle. Borsci, S., Lehtola, V. V., Nex, F. C., Yang, M. Y., Augustijn, P. W. M., Bagheriye, L., Brune, C., Kounadi, O., Li, J. J., Rebelo Moreira, J. L., Van der Nagel, J., Veldkamp, B. P., Le, D. V., Wang, M., Wijnhoven, F., Wolterink, J. M. & Zurita-Milla, R.https://doi.org/10.1007/s00146-021-01383-xTrade-Off Analysis of Pruning Methods for Compact Neural Networks on Embedded DevicesIn Internet of Things. IoT through a Multi-disciplinary Perspective: 5th IFIP International Cross-Domain Conference, IFIPIoT 2022, Amsterdam, The Netherlands, October 27–28, 2022, Proceedings (pp. 274-292). Springer. Hofstee, S. B. H. C. & Le, D. V.https://doi.org/10.1007/978-3-031-18872-5_16
2021
Completely Automated CNN Architecture Design Based on VGG Blocks for Fingerprinting LocalisationIn 2021 International Conference on Indoor Positioning and Indoor Navigation (IPIN), Article 9662642. IEEE. Shreya, S. & Le, D. V.https://doi.org/10.1109/IPIN51156.2021.9662642
2020
Towards Deep Unsupervised Representation Learning from Accelerometer Time Series for Animal Activity Recognition. Kamminga, J. W., Meratnia, N., Le, D. V. & Havinga, P. J. M.

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Vakken collegejaar 2023/2024

Vakken in het huidig collegejaar worden toegevoegd op het moment dat zij definitief zijn in het Osiris systeem. Daarom kan het zijn dat de lijst nog niet compleet is voor het gehele collegejaar.

Vakken collegejaar 2022/2023

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