Ian Craddock

Orcid: 0000-0001-6552-8541

According to our database1, Ian Craddock authored at least 70 papers between 2013 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2016, "For leadership in imaging for healthcare applications".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
An active semi-supervised deep learning model for human activity recognition.
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

When the Ground Truth is not True: Modelling Human Biases in Temporal Annotations.
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

Inertial Hallucinations - When Wearable Inertial Devices Start Seeing Things.
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

Exploring Perceptions of Cross-Sectoral Data Sharing with People with Parkinson's.
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

Vesta: A digital health analytics platform for a smart home in a box.
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
TSCH Networks for Health IoT: Design, Evaluation, and Trials in the Wild.
ACM Trans. Internet Things, 2020

From Bits of Data to Bits of Knowledge - An On-Board Classification Framework for Wearable Sensing Systems.
Sensors, 2020

Energy-efficient activity recognition framework using wearable accelerometers.
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

Wearable Devices for Digital Health: The SPHERE Wearable 3.
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
Analysing Cooking Behaviour in Home Settings: Towards Health Monitoring.
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
Temperature-Resilient Time Synchronization for the Internet of Things.
IEEE Trans. Ind. Informatics, 2018

Talk, Text, Tag? Understanding Self-Annotation of Smart Home Data from a User's Perspective.
Sensors, 2018

A Comprehensive Study of Activity Recognition Using Accelerometers.
Informatics, 2018

Energy expenditure estimation using visual and inertial sensors.
IET Comput. Vis., 2018

Online Heart Rate Prediction using Acceleration from a Wrist Worn Wearable.
CoRR, 2018

A Guide to the SPHERE 100 Homes Study Dataset.
CoRR, 2018

Enabling Healthcare in Smart Homes: The SPHERE IoT Network Infrastructure.
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

Understanding the quality of calibrations for indoor localisation.
Proceedings of the 4th IEEE World Forum on Internet of Things, 2018

Extending the battery lifetime of wearable sensors with embedded machine learning.
Proceedings of the 4th IEEE World Forum on Internet of Things, 2018

Adaptive static scheduling in IEEE 802.15.4 TSCH networks.
Proceedings of the 4th IEEE World Forum on Internet of Things, 2018

An accelerometer lossless compression algorithm and energy analysis for IoT devices.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference Workshops, 2018

Energy-Efficient, Noninvasive Water Flow Sensor.
Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018

On-Board Feature Extraction from Acceleration Data for Activity Recognition.
Proceedings of the 2018 International Conference on Embedded Wireless Systems and Networks, 2018

2017
Designing Wearable Sensing Platforms for Healthcare in a Residential Environment.
EAI Endorsed Trans. Pervasive Health Technol., 2017

Unsupervised learning of sensor topologies for improving activity recognition in smart environments.
Neurocomputing, 2017

Probabilistic Sensor Fusion for Ambient Assisted Living.
CoRR, 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

Evaluating the use of voice-enabled technologies for ground-truthing activity data.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

SPHERE in a Box: Practical and Scalable EurValve Activity Monitoring Smart Home Kit.
Proceedings of the 42nd IEEE Conference on Local Computer Networks Workshops, 2017

The SPHERE Experience.
Proceedings of the 4th international Workshop on Sensor-based Activity Recognition and Interaction, 2017

Energy efficient heart rate sensing using a painted electrode ECG wearable.
Proceedings of the Global Internet of Things Summit, 2017

Adaptive channel selection in IEEE 802.15.4 TSCH networks.
Proceedings of the Global Internet of Things Summit, 2017

Scheduling High-Rate Unpredictable Traffic in IEEE 802.15.4 TSCH Networks.
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

The SPHERE Challenge: Activity Recognition with Multimodal Sensor Data.
CoRR, 2016

Classification and suitability of sensing technologies for activity recognition.
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

Microsecond-Accuracy Time Synchronization Using the IEEE 802.15.4 TSCH Protocol.
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

Opportunistic physical activity monitoring via passive WiFi radar.
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

SPLASH: Smart-Phone Logging App for Sustaining Hydration Enabled by NFC.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

Calorie Counter: RGB-Depth Visual Estimation of Energy Expenditure at Home.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2015
Bridging e-Health and the Internet of Things: The SPHERE Project.
IEEE Intell. Syst., 2015

Mitigating packet loss in connectionless Bluetooth Low Energy.
Proceedings of the 2nd IEEE World Forum on Internet of Things, 2015

Wi-Fi based passive human motion sensing for in-home healthcare applications.
Proceedings of the 2nd IEEE World Forum on Internet of Things, 2015

A multi-modal sensor infrastructure for healthcare in a residential environment.
Proceedings of the IEEE International Conference on Communication, 2015

A comparative home activity monitoring study using visual and inertial sensors.
Proceedings of the 17th International Conference on E-health Networking, 2015

2014
Sensors for healthcare: Would you want them in your home?
CoRR, 2014

SPHERE: Meaningful and Inclusive Sensor-Based Home Healthcare.
CoRR, 2014

Off-body Channel Measurements at 2.4 GHz and 868 MHz in an Indoor Environment.
Proceedings of the 9th International Conference on Body Area Networks, 2014

2013
Energy Efficient Body Area Networking Based on Off-the-shelf Wireless Sensors.
Proceedings of the 8th International Conference on Body Area Networks, 2013


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