Hao Song
Hao Song
Research Associate, University of Bristol
Verified email at bristol.ac.uk
Title
Cited by
Cited by
Year
The SPHERE challenge: Activity recognition with multimodal sensor data
N Twomey, T Diethe, M Kull, H Song, M Camplani, S Hannuna, X Fafoutis, ...
arXiv preprint arXiv:1603.00797, 2016
612016
Beyond temperature scaling: Obtaining well-calibrated multiclass probabilities with Dirichlet calibration
M Kull, M Perello-Nieto, M Kängsepp, T Silva Filho, H Song, P Flach
Neurips 2019, 2019
572019
Short paper: Time-dependent power load disaggregation with applications to daily activity monitoring
H Song, G Kalogridis, Z Fan
2014 IEEE World Forum on Internet of Things (WF-IoT), 183-184, 2014
182014
Distribution Calibration for Regression
H Song, T Diethe, M Kull, P Flach
ICML 2019, 2019
172019
Releasing ehealth analytics into the wild: lessons learnt from the sphere project
T Diethe, M Holmes, M Kull, M Perello Nieto, K Sokol, H Song, E Tonkin, ...
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
132018
Subgroup discovery with proper scoring rules
H Song, M Kull, P Flach, G Kalogridis
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2016
62016
Analysis of patient domestic activity in recovery from Hip or Knee replacement surgery: modelling wrist-worn wearable RSSI and Accelerometer data in the wild
M Holmes, H Song, MP Nieto, E Tonkin, S Grant, P Flach
The 3rd International Workshop on Knowledge Discovery in Healthcare Data …, 2018
32018
Non-Parametric Calibration of Probabilistic Regression
H Song, M Kull, P Flach
arXiv preprint arXiv:1806.07690, 2018
32018
Model-based Subgroup Discovery
H Song
University of Bristol, 2017
32017
Dataset Shift Detection with Model-Based Subgroup Discovery
H Song, P Flach, G Kalogridis
2nd International Workshop on Learning over Multiple Contexts (LMCE 2015), 2015
12015
Model Reuse with Subgroup Discovery
H Song, P Flach
ECML-PKDD-DCs 2015, 1, 2015
12015
Efficient and Robust Model Benchmarks with Item Response Theory and Adaptive Testing.
H Song, P Flach
International Journal of Interactive Multimedia & Artificial Intelligence 6 (5), 2021
2021
Modelling Patient Behaviour Using IoT Sensor Data: a Case Study to Evaluate Techniques for Modelling Domestic Behaviour in Recovery from Total Hip Replacement Surgery
M Holmes, MP Nieto, H Song, E Tonkin, S Grant, P Flach
Journal of Healthcare Informatics Research 4 (3), 238-260, 2020
2020
Towards Efficient and Robust Model Benchmarks with Item Response Theory and Adaptive Testing
H Song, P Flach
ECAI 2020, 2020
2020
HyperStream: a Workflow Engine for Streaming Data
T Diethe, M Kull, N Twomey, K Sokol, H Song, M Perello-Nieto, E Tonkin, ...
arXiv preprint arXiv:1908.02858, 2019
2019
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