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Tong Xia
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Exploring automatic diagnosis of COVID-19 from crowdsourced respiratory sound data
C Brown, J Chauhan, A Grammenos, J Han, A Hasthanasombat, ...
ACM SIGKDD International Conference on Knowledge Discovery & Data Mining …, 2020
4842020
The INTERSPEECH 2021 computational paralinguistics challenge: COVID-19 cough, COVID-19 speech, escalation & primates
BW Schuller, A Batliner, C Bergler, C Mascolo, J Han, I Lefter, H Kaya, ...
INTERSPEECH 2021, 2021
1272021
Exploring automatic COVID-19 diagnosis via voice and symptoms from crowdsourced data
J Han, C Brown, J Chauhan, A Grammenos, A Hasthanasombat, ...
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
1062021
Smartphone app usage analysis: datasets, methods, and applications
T Li, T Xia, H Wang, Z Tu, S Tarkoma, Z Han, P Hui
IEEE Communications Surveys & Tutorials 24 (2), 937-966, 2022
812022
To what extent we repeat ourselves? Discovering daily activity patterns across mobile app usage
T Li, Y Li, MA Hoque, T Xia, S Tarkoma, P Hui
IEEE Transactions on Mobile Computing 21 (4), 1492-1507, 2020
772020
Sounds of COVID-19: exploring realistic performance of audio-based digital testing
J Han, T Xia, D Spathis, E Bondareva, C Brown, J Chauhan, T Dang, ...
NPJ digital medicine 5 (1), 16, 2022
762022
COVID-19 Sounds: A Large-Scale Audio Dataset for Digital Respiratory Screening
T Xia, D Spathis, C Brown, AGJ Ch, A Grammenos, J Han, ...
Proc. of the 35th Conference on Neural Information Processing Systems (NIPS …, 2021
72*2021
Attnmove: History enhanced trajectory recovery via attentional network
T Xia, Y Qi, J Feng, F Xu, F Sun, D Guo, Y Li
Proceedings of the AAAI conference on artificial intelligence 35 (5), 4494-4502, 2021
422021
Detecting popular temporal modes in population-scale unlabelled trajectory data
F Xu, T Xia, H Cao, Y Li, F Sun, F Meng
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2018
382018
3dgcn: 3-dimensional dynamic graph convolutional network for citywide crowd flow prediction
T Xia, J Lin, Y Li, J Feng, P Hui, F Sun, D Guo, D Jin
ACM Transactions on Knowledge Discovery from Data (TKDD) 15 (6), 1-21, 2021
322021
DeepMM: Deep learning based map matching with data augmentation
K Zhao, J Feng, Z Xu, T Xia, L Chen, F Sun, D Guo, D Jin, Y Li
Proceedings of the 27th ACM SIGSPATIAL international conference on advances …, 2019
302019
Uncertainty-Aware COVID-19 Detection from Imbalanced Sound Data
T Xia, J Han, L Qendro, T Dang, C Mascolo
INTERSPEECH 2021, 2021
292021
DeepMM: Deep learning based map matching with data augmentation
J Feng, Y Li, K Zhao, Z Xu, T Xia, J Zhang, D Jin
IEEE Transactions on Mobile Computing 21 (7), 2372-2384, 2020
282020
Semantic-aware spatio-temporal app usage representation via graph convolutional network
Y Yu, T Xia, H Wang, J Feng, Y Li
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
252020
Exploring longitudinal cough, breath, and voice data for COVID-19 progression prediction via sequential deep learning: model development and validation
T Dang, J Han, T Xia, D Spathis, E Bondareva, C Siegele-Brown, ...
Journal of medical Internet research 24 (6), e37004, 2022
242022
Revealing Urban Dynamics by Learning Online and Offline Behaviours Together
T Xia, Y Li
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2019
242019
A Sequential Convolution Network for Population Flow Prediction with Explicitly Correlation Modelling.
J Feng, Z Lin, T Xia, F Sun, D Guo, Y Li
IJCAI, 1331-1337, 2020
232020
DeepApp: Predicting personalized smartphone app usage via context-aware multi-task learning
T Xia, Y Li, J Feng, D Jin, Q Zhang, H Luo, Q Liao
ACM Transactions on Intelligent Systems and Technology (TIST) 11 (6), 1-12, 2020
222020
Understanding Urban Dynamics via State-sharing Hidden Markov Model
T Xia, Y Yu, F Xu, F Sun, D Guo, D Jin, Y Li
The World Wide Web Conference, 3363-3369, 2019
182019
Exploring machine learning for audio-based respiratory condition screening: A concise review of databases, methods, and open issues
T Xia, J Han, C Mascolo
Experimental Biology and Medicine 247 (22), 2053-2061, 2022
172022
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