Ian Craddock
Orcid: 0000-0001-6552-8541
According to our database1,
Ian Craddock
authored at least 72 papers
between 2013 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2016, "For leadership in imaging for healthcare applications".
Timeline
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Bibliography
2024
Optimising TinyML with Quantization and Distillation of Transformer and Mamba Models for Indoor Localisation on Edge Devices.
CoRR, 2024
2023
J. Ambient Intell. Humaniz. Comput., October, 2023
Explanation before Adoption: Supporting Informed Consent for Complex Machine Learning and IoT Health Platforms.
Proc. ACM Hum. Comput. Interact., April, 2023
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023
Multimodal Indoor Localisation in Parkinson's Disease for Detecting Medication Use: Observational Pilot Study in a Free-Living Setting.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Real World Parkinson's Disease Tremor and Score Prediction using Wearable IMU Sensors.
Proceedings of the IEEE International Conference on E-health Networking, 2023
2022
Digital Mental Health and Social Connectedness: Experiences of Women from Refugee Backgrounds.
Proc. ACM Hum. Comput. Interact., 2022
A Case Study Investigating a User-Centred and Expert Informed 'Companion Guide' for a Complex Sensor-based Platform.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022
CoRR, 2022
Multimodal Indoor Localisation for Measuring Mobility in Parkinson's Disease using Transformers.
CoRR, 2022
Radio signal strength indication augmentation for one-shot learning in indoor localisation.
Proceedings of the SmartWear@MobiCom 2022: Proceedings of the 1st ACM Workshop on Smart Wearable Systems and Applications, 2022
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
Detecting and Monitoring Behavioural Patterns in Individuals with Cognitive Disorders in the Home Environment with Partial Annotations.
Proceedings of the Integrating Artificial Intelligence and IoT for Advanced Health Informatics, 2022
2021
An Automatic Gait Analysis Pipeline for Wearable Sensors: A Pilot Study in Parkinson's Disease.
Sensors, 2021
Multimodal Classification of Parkinson's Disease in Home Environments with Resiliency to Missing Modalities.
Sensors, 2021
Generalized and Efficient Skill Assessment from IMU Data with Applications in Gymnastics and Medical Training.
ACM Trans. Comput. Heal., 2021
Future Gener. Comput. Syst., 2021
Data labelling in the wild: annotating free-living activities and Parkinson's disease symptoms.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021
2020
ACM Trans. Internet Things, 2020
From Bits of Data to Bits of Knowledge - An On-Board Classification Framework for Wearable Sensing Systems.
Sensors, 2020
J. Netw. Comput. Appl., 2020
N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 2020 International Conference on Embedded Wireless Systems and Networks, 2020
Detecting Signatures of Early-stage Dementia with Behavioural Models Derived from Sensor Data.
Proceedings of the First International AAI4H, 2020
2019
Sensors, 2019
Towards estimation of cooking complexity: free-text annotations in the kitchen environment.
Proceedings of the 6th international Workshop on Sensor-based Activity Recognition and Interaction, 2019
2018
IEEE Trans. Ind. Informatics, 2018
Talk, Text, Tag? Understanding Self-Annotation of Smart Home Data from a User's Perspective.
Sensors, 2018
Informatics, 2018
IET Comput. Vis., 2018
CoRR, 2018
IEEE Commun. Mag., 2018
Experiences and Lessons Learned From Making IoT Sensing Platforms for Large-Scale Deployments.
IEEE Access, 2018
An Ultra Low Power Personalizable Wrist Worn ECG Monitor Integrated With IoT Infrastructure.
IEEE Access, 2018
Proceedings of the 4th IEEE World Forum on Internet of Things, 2018
Proceedings of the 4th IEEE World Forum on Internet of Things, 2018
Proceedings of the 4th IEEE World Forum on Internet of Things, 2018
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference Workshops, 2018
Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018
Proceedings of the 2018 International Conference on Embedded Wireless Systems and Networks, 2018
2017
EAI Endorsed Trans. Pervasive Health Technol., 2017
Unsupervised learning of sensor topologies for improving activity recognition in smart environments.
Neurocomputing, 2017
What's cooking and why? Behaviour recognition during unscripted cooking tasks for health monitoring.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017
Proceedings of the 42nd IEEE Conference on Local Computer Networks Workshops, 2017
Proceedings of the 4th international Workshop on Sensor-based Activity Recognition and Interaction, 2017
Proceedings of the Global Internet of Things Summit, 2017
Proceedings of the Global Internet of Things Summit, 2017
Proceedings of the 13th International Conference on Distributed Computing in Sensor Systems, 2017
2016
A residential maintenance-free long-term activity monitoring system for healthcare applications.
EURASIP J. Wirel. Commun. Netw., 2016
A comparative study of pose representation and dynamics modelling for online motion quality assessment.
Comput. Vis. Image Underst., 2016
Comput. Commun., 2016
Energy Neutral Activity Monitoring: Wearables Powered by Smart Inductive Charging Surfaces.
Proceedings of the 13th Annual IEEE International Conference on Sensing, 2016
Proceedings of the 41st IEEE Conference on Local Computer Networks Workshops, 2016
A Human Activity Recognition Framework for Healthcare Applications: Ontology, Labelling Strategies, and Best Practice.
Proceedings of the International Conference on Internet of Things and Big Data, 2016
Proceedings of the 18th IEEE International Conference on e-Health Networking, 2016
SPW-1: A Low-Maintenance Wearable Activity Tracker for Residential Monitoring and Healthcare Applications.
Proceedings of the eHealth 360°, 2016
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016
2015
IEEE Intell. Syst., 2015
Proceedings of the 2nd IEEE World Forum on Internet of Things, 2015
Proceedings of the 2nd IEEE World Forum on Internet of Things, 2015
Proceedings of the IEEE International Conference on Communication, 2015
Proceedings of the 17th International Conference on E-health Networking, 2015
2014
Proceedings of the 9th International Conference on Body Area Networks, 2014
2013
Proceedings of the 8th International Conference on Body Area Networks, 2013