Hao Song

16 papers A* 3Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2023 J jnl
Classifier calibration: a survey on how to assess and improve predicted class probabilities.
Mach. Learn.
Telmo de Menezes e Silva Filho, Hao Song, Miquel Perelló-Nieto, Raúl Santos-Rodríguez, Meelis Kull, Peter A. Flach
2021 J jnl
Classifier Calibration: How to assess and improve predicted class probabilities: a survey.
CoRR
Telmo de Menezes e Silva Filho, Hao Song, Miquel Perelló-Nieto, Raúl Santos-Rodríguez, Meelis Kull, Peter A. Flach
2021 J jnl
Efficient and Robust Model Benchmarks with Item Response Theory and Adaptive Testing.
Int. J. Interact. Multim. Artif. Intell.
Hao Song, Peter A. Flach
2020 J jnl
Modelling Patient Behaviour Using IoT Sensor Data: a Case Study to Evaluate Techniques for Modelling Domestic Behaviour in Recovery from Total Hip Replacement Surgery.
J. Heal. Informatics Res.
Michael Holmes, Miquel Perelló-Nieto, Hao Song, Emma Tonkin, Sabrina Grant, Peter A. Flach
2019 A* conf
Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibration.
NeurIPS
Meelis Kull, Miquel Perelló-Nieto, Markus Kängsepp, Telmo de Menezes e Silva Filho, Hao Song, Peter A. Flach
2019 J jnl
Beyond temperature scaling: Obtaining well-calibrated multiclass probabilities with Dirichlet calibration.
CoRR
Meelis Kull, Miquel Perelló-Nieto, Markus Kängsepp, Telmo de Menezes e Silva Filho, Hao Song, Peter A. Flach
2019 J jnl
Distribution Calibration for Regression.
CoRR
Hao Song, Tom Diethe, Meelis Kull, Peter A. Flach
2019 A* conf
Distribution calibration for regression.
ICML
Hao Song, Tom Diethe, Meelis Kull, Peter A. Flach
2019 J jnl
HyperStream: a Workflow Engine for Streaming Data.
CoRR
Tom Diethe, Meelis Kull, Niall Twomey, Kacper Sokol, Hao Song, Miquel Perelló-Nieto, Emma Tonkin, Peter A. Flach
2018 — conf
Analysis of Patient Domestic Activity in Recovery From Hip or Knee RePlacement Surgery: Modelling Wrist-worn Wearable RSSI and Accelerometer Data in The Wild.
KDH@IJCAI
Mike Holmes, Hao Song, Emma Tonkin, Miquel Perelló-Nieto, Sabrina Grant, Peter A. Flach
2018 J jnl
Non-Parametric Calibration of Probabilistic Regression.
CoRR
Hao Song, Meelis Kull, Peter A. Flach
2018 A* conf
Releasing eHealth Analytics into the Wild: Lessons Learnt from the SPHERE Project.
KDD
Tom Diethe, Mike Holmes, Meelis Kull, Miquel Perelló-Nieto, Kacper Sokol, Hao Song, Emma Tonkin, Niall Twomey, Peter A. Flach
2016 — conf
Subgroup Discovery with Proper Scoring Rules.
ECML/PKDD (2)
Hao Song, Meelis Kull, Peter A. Flach, Georgios Kalogridis
2016 J jnl
The SPHERE Challenge: Activity Recognition with Multimodal Sensor Data.
CoRR
Niall Twomey, Tom Diethe, Meelis Kull, Hao Song, Massimo Camplani, Sion L. Hannuna, Xenofon Fafoutis, Ni Zhu, Pete Woznowski, Peter A. Flach, Ian Craddock
2015 — conf
Model Reuse with Subgroup Discovery.
DC@PKDD/ECML
Hao Song, Peter A. Flach
2014 — conf
Short paper: Time-dependent power load disaggregation with applications to daily activity monitoring.
WF-IoT
Hao Song, Georgios Kalogridis, Zhong Fan