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ORCIDClayton Frederick Souza Leite
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Books and Theses
- 2022
[b1]Clayton Frederick Souza Leite:
Enabling Cost Efficiency in Sensor-Based Human Activity Recognition. Aalto University, Espoo, Finland, 2022
Journal Articles
- 2024
- [j5]Sofía Guridi
, Henry Mauranen, Emmi Pouta, Guna Semjonova, Desale Tewelde Kahsay, Clayton Frederick Souza Leite, Riitta Rosio, Laura-Maria Peltonen, Miretta Tommila, Sanna Salanterä, Yu Xiao:
A Proof-of-Concept Study on Smart Gloves for Real-Time Chest Compression Performance Monitoring. IEEE Access 12: 22331-22344 (2024) - [j4]Aziza Zhanabatyrova, Clayton Frederick Souza Leite, Yu Xiao:
Structure from Motion-Based Mapping for Autonomous Driving: Practice and Experience. ACM Trans. Internet Things 5(1): 6:1-6:25 (2024) - 2023
- [j3]Aziza Zhanabatyrova, Clayton Frederick Souza Leite, Yu Xiao:
Automatic Map Update Using Dashcam Videos. IEEE Internet Things J. 10(13): 11825-11843 (2023) - 2022
- [j2]Clayton Frederick Souza Leite, Yu Xiao:
Resource-Efficient Continual Learning for Sensor-Based Human Activity Recognition. ACM Trans. Embed. Comput. Syst. 21(6): 85:1-85:25 (2022) - 2020
- [j1]Clayton Frederick Souza Leite, Yu Xiao:
Improving Cross-Subject Activity Recognition via Adversarial Learning. IEEE Access 8: 90542-90554 (2020)
Conference and Workshop Papers
- 2023
- [c3]Aziza Zhanabatyrova, Clayton Frederick Souza Leite, Yu Xiao:
Detecting and Classifying Changes in Traffic Rules using Induction Loop Data. IEEE Big Data 2023: 1248-1255 - 2021
- [c2]Clayton Frederick Souza Leite, Yu Xiao:
Optimal sensor channel selection for resource-efficient deep activity recognition. IPSN 2021: 371-383 - 2020
- [c1]Clayton Frederick Souza Leite, Yu Xiao:
Improving Resource Efficiency of Deep Activity Recognition via Redundancy Reduction. HotMobile 2020: 33-38
Informal and Other Publications
- 2024
- [i3]Clayton Frederick Souza Leite, Yu Xiao:
Enhancing Motion Variation in Text-to-Motion Models via Pose and Video Conditioned Editing. CoRR abs/2410.08931 (2024) - [i2]Clayton Frederick Souza Leite, Henry Mauranen, Aziza Zhanabatyrova, Yu Xiao:
Transformer-Based Approaches for Sensor-Based Human Activity Recognition: Opportunities and Challenges. CoRR abs/2410.13605 (2024) - 2021
- [i1]Aziza Zhanabatyrova, Clayton Frederick Souza Leite, Yu Xiao:
Automatic Map Update Using Dashcam Videos. CoRR abs/2109.12131 (2021)
Coauthor Index
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