Expertises
Computer Science
- Activity Recognition
- Models
- Contexts
- Sensor Networks
- Channel State Information
- Dirichlet Process
- Received Signal Strength
- Accuracy
Organisaties
Publicaties
Jump to: 2024 | 2023 | 2022 | 2021 | 2020
2024
iMoT: Inertial Motion Transformer for Inertial Navigation (2024)[Working paper › Preprint]. ArXiv.org. Nguyen, S. M., Tran, L. D., Le, D. V. & Havinga, P. J. M.https://doi.org/10.48550/arXiv.2412.12190Multi-Surrogate-Teacher Assistance for Representation Alignment in Fingerprint-based Indoor Localization (2024)[Working paper › Preprint]. ArXiv.org. Nguyen, S. M., Tran, L. D., Le, D. V. & Havinga, P. J. M.https://doi.org/10.48550/arXiv.2412.12189Method for detecting fluid parameters using a flow sensor configuration (2024)[Patent › Patent]. Alveringh, D., Le, D. V., Groenesteijn, J. & Lötters, J. C.https://patents.google.com/patent/NL2034449B1/Seeing the world from its words: All-embracing Transformers for fingerprint-based indoor localization (2024)Pervasive and Mobile Computing, 100. 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 (2023)Data, 9(1). 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 (2023)Sensors and Actuators A: Physical, 363. Article 114762. Alveringh, D., Le, D. V., Groenesteijn, J., Schmitz, J. & Lötters, J. C.https://doi.org/10.1016/j.sna.2023.114762Empirically Investigating the Impact of Antenna Polarization and Modulation Parameters on Subsoil Communication Range in LoRa Networks (2023)In 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-IoT58021.2023.00075Exploring the Impact of Locations and Activities in Person-Wise Data Mismatch in CSI-based HAR (2023)In 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-IoT58021.2023.00048Learning the world from its words: Anchor-agnostic Transformers for Fingerprint-based Indoor Localization (2023)In 2023 IEEE International Conference on Pervasive Computing and Communications (PerCom) (pp. 150-159) (IEEE International Conference on Pervasive Computing and Communications (PerCom); Vol. 2023). 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-Spoofing (2023)In 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 (2022)[Contribution to conference › Paper] 5th International SenSys/BuildSys Workshop on Data, DATA 2022. 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 (2022)[Contribution to conference › Poster] 5th IFIP International Internet of Things Conference, IoT 2022. 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 (2022)[Contribution to conference › Poster] 5th IFIP International Internet of Things Conference, IoT 2022. 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 (2022)IEEE Internet of Things Journal, 9(16), 14336-14354. Article 2327-4662 . 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 (2022)AI & society, 38(4), 1465-1484. 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 Devices (2022)In Internet of Things. IoT through a Multi-disciplinary Perspective: 5th IFIP International Cross-Domain Conference, IFIPIoT 2022, Amsterdam, The Netherlands, October 27â28, 2022, Proceedings (pp. 274-292) (IFIP Advances in Information and Communication Technology; Vol. 665). 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 Localisation (2021)In 2021 International Conference on Indoor Positioning and Indoor Navigation (IPIN). Article 9662642 (International Conference on Indoor Positioning and Indoor Navigation (IPIN); Vol. 2021). 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 (2020)[Contribution to conference › Paper] 6th Workshop on Mining and Learning from Time Series, MiLeTS 2020. Kamminga, J. W., Meratnia, N., Le, D. V. & Havinga, P. J. M.
Onderzoeksprofielen
Verbonden aan opleidingen
Vakken collegejaar 2025/2026
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 2024/2025
- 192199508 - Research Topics CS
- 192199968 - Internship CS
- 192199978 - Final Project CS
- 201300086 - Research Topics 2 CS
- 201400171 - Capita Selecta ST
- 201700075 - Internet of Things for EEMCS
- 201800524 - Research Topics EIT
- 201900194 - Research Topics I-Tech
- 201900234 - Internship I-Tech
- 202001051 - Research Project Core BIT
- 202001434 - Internship EMSYS
- 202200201 - Software Engineering Embedded Systems
- 202200203 - IES Project
- 202200251 - Capita Selecta DST
- 202300070 - Final Project EMSYS
- 202300106 - M12 Research Project Core TCS
- 202400371 - M12 Research Project Core BIT
- 202400591 - Cyber-Physical Systems Core
- 202400783 - Embedded Architectures and Tools
Vakken collegejaar 2023/2024
- 192199508 - Research Topics CS
- 192199968 - Internship CS
- 192199978 - Final Project CS
- 201300086 - Research Topics 2 CS
- 201400171 - Capita Selecta Software Technology
- 201600017 - Final Project Preparation
- 201700075 - Internet of Things for EEMCS
- 201800524 - Research Topics EIT
- 201900194 - Research Topics I-Tech
- 201900195 - Final Project I-Tech
- 201900200 - Final Project EMSYS
- 201900234 - Internship I-Tech
- 202001051 - Research Project Core BIT
- 202001434 - Internship EMSYS
- 202001613 - MSc Final Project BIT + CS
- 202001614 - MSc Final Project CS + I-Tech
- 202001616 - Research Topics CS + I-TECH
- 202200159 - Embedded AI
- 202200200 - M8F Intelligent Embedded Systems
- 202200201 - Software Engineering Embedded Systems
- 202200203 - IES Project
- 202200251 - Capita Selecta DST
- 202300070 - Final Project EMSYS
- 202300106 - M12 Research Project Core TCS
- 202300111 - Cyber-Physical Systems Core
- 202300200 - Data Science
- 202300201 - Data Science - Additional Topics
- 202300202 - Data Science for ATLAS
- 202300348 - Embedded Architectures and Tools
Adres

Universiteit Twente
Zilverling (gebouwnr. 11), kamer 5013
Hallenweg 19
7522 NH Enschede
Universiteit Twente
Zilverling 5013
Postbus 217
7500 AE Enschede