Hao Song
Hao Song
Research Associate, University of Bristol
Verified email at bristol.ac.uk
Cited by
Cited by
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
Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibration
M Kull, MP Nieto, M Kängsepp, T Silva Filho, H Song, P Flach
Advances in Neural Information Processing Systems, 12316-12326, 2019
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
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
Distribution Calibration for Regression
H Song, T Diethe, M Kull, P Flach
International Conference on Machine Learning, 5897--5906, 2019
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
Model-based Subgroup Discovery
H Song
University of Bristol, 2017
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
Non-Parametric Calibration of Probabilistic Regression
H Song, M Kull, P Flach
arXiv preprint arXiv:1806.07690, 2018
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
Model Reuse with Subgroup Discovery
H Song, P Flach
ECML-PKDD-DCs 2015, 1, 2015
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, 1-23, 2020
Towards Efficient and Robust Model Benchmarks with Item Response Theory and Adaptive Testing
H Song, P Flach
ECAI 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
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