Ian Craddock

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 66

Top Topics

Home Environment

Activity Monitoring

Activity Recognition

Wearable Sensors

Top Venues

PerCom Workshops

Publications

Taku Yamagata, Emma L. Tonkin, Benjamin Arana Sanchez, Ian Craddock, Miquel Perelló-Nieto, Raúl Santos-Rodríguez, Weisong Yang, Peter A. Flach
When the Ground Truth is not True: Modelling Human Biases in Temporal Annotations. CoRR (2023)
Taku Yamagata, Emma L. Tonkin, Benjamin Arana Sanchez, Ian Craddock, Miquel Perelló-Nieto, Raúl Santos-Rodríguez, Weisong Yang, Peter A. Flach
When the Ground Truth is not True: Modelling Human Biases in Temporal Annotations. PerCom Workshops (2023)
Haixia Bi, Miquel Perelló-Nieto, Raúl Santos-Rodríguez, Peter A. Flach, Ian Craddock
An active semi-supervised deep learning model for human activity recognition. J. Ambient Intell. Humaniz. Comput. 14 (10) (2023)
Ferdian Jovan, Catherine Morgan, Ryan McConville, Emma L. Tonkin, Ian Craddock, Alan L. Whone
Multimodal Indoor Localisation in Parkinson's Disease for Detecting Medication Use: Observational Pilot Study in a Free-Living Setting. KDD (2023)
Ferdian Jovan, Catherine Morgan, Ryan McConville, Emma L. Tonkin, Ian Craddock, Alan L. Whone
Multimodal Indoor Localisation in Parkinson's Disease for Detecting Medication Use: Observational Pilot Study in a Free-Living Setting. CoRR (2023)
James Pope, Catherine Morgan, Alessandro Masullo, Ian Craddock, Alan L. Whone
Real World Parkinson's Disease Tremor and Score Prediction using Wearable IMU Sensors. HealthCom (2023)
Rachel Eardley, Emma L. Tonkin, Ewan Soubutts, Amid Ayobi, Gregory J. L. Tourte, Rachael Gooberman-Hill, Ian Craddock, Aisling Ann O'Kane
Explanation before Adoption: Supporting Informed Consent for Complex Machine Learning and IoT Health Platforms. Proc. ACM Hum. Comput. Interact. 7 (CSCW1) (2023)
Amid Ayobi, Rachel Eardley, Ewan Soubutts, Rachael Gooberman-Hill, Ian Craddock, Aisling Ann O'Kane
Digital Mental Health and Social Connectedness: Experiences of Women from Refugee Backgrounds. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Amid Ayobi, Rachel Eardley, Ewan Soubutts, Rachael Gooberman-Hill, Ian Craddock, Aisling Ann O'Kane
Digital Mental Health and Social Connectedness: Experiences of Women from Refugee Backgrounds. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Rachel Eardley, Sue Mackinnon, Emma L. Tonkin, Ewan Soubutts, Amid Ayobi, Jess Linington, Gregory J. L. Tourte, Zoe Banks Gross, David J. Bailey, Russell Knights, Rachael Gooberman-Hill, Ian Craddock, Aisling Ann O'Kane
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. 6 (2) (2022)
Alessandro Masullo, Toby Perrett, Tilo Burghardt, Ian Craddock, Dima Damen, Majid Mirmehdi
Inertial Hallucinations - When Wearable Inertial Devices Start Seeing Things. CoRR (2022)
Ferdian Jovan, Ryan McConville, Catherine Morgan, Emma Tonkin, Alan L. Whone, Ian Craddock
Multimodal Indoor Localisation for Measuring Mobility in Parkinson's Disease using Transformers. CoRR (2022)
Thanaphon Suwannaphong, Ryan McConville, Ian Craddock
Radio signal strength indication augmentation for one-shot learning in indoor localisation. SmartWear@MobiCom (2022)
Roisin McNaney, Catherine Morgan, Pranav Kulkarni, Julio Vega, Farnoosh Heidarivincheh, Ryan McConville, Alan L. Whone, Mickey Kim, Reuben Kirkham, Ian Craddock
Exploring Perceptions of Cross-Sectoral Data Sharing with People with Parkinson's. CHI (2022)
Luis R. Peraza, Kirsi M. Kinnunen, Roisin McNaney, Ian Craddock, Alan L. Whone, Catherine Morgan, Richard Joules, Robin Wolz
An Automatic Gait Analysis Pipeline for Wearable Sensors: A Pilot Study in Parkinson's Disease. Sensors 21 (24) (2021)
Ryan McConville, Gareth Archer, Ian Craddock, Michal Kozlowski, Robert J. Piechocki, James Pope, Raúl Santos-Rodríguez
Vesta: A digital health analytics platform for a smart home in a box. Future Gener. Comput. Syst. 114 (2021)
Aftab Khan, Sebastian Mellor, Rachel King, Balazs Janko, William S. Harwin, R. Simon Sherratt, Ian Craddock, Thomas Plötz
Generalized and Efficient Skill Assessment from IMU Data with Applications in Gymnastics and Medical Training. ACM Trans. Comput. Heal. 2 (1) (2021)
Catherine Morgan, Farnoosh Heidarivincheh, Ian Craddock, Ryan McConville, Miquel Perelló-Nieto, Emma L. Tonkin, Alessandro Masullo, Antonis Vafeas, Mickey Kim, Roisin McNaney, Gregory J. L. Tourte, Alan L. Whone
Data labelling in the wild: annotating free-living activities and Parkinson's disease symptoms. PerCom Workshops (2021)
Farnoosh Heidarivincheh, Ryan McConville, Catherine Morgan, Roisin McNaney, Alessandro Masullo, Majid Mirmehdi, Alan L. Whone, Ian Craddock
Multimodal Classification of Parkinson's Disease in Home Environments with Resiliency to Missing Modalities. Sensors 21 (12) (2021)
Atis Elsts, Xenofon Fafoutis, George Oikonomou, Robert J. Piechocki, Ian Craddock
TSCH Networks for Health IoT: Design, Evaluation, and Trials in the Wild. ACM Trans. Internet Things 1 (2) (2020)
Rafael Poyiadzi, Weisong Yang, Yoav Ben-Shlomo, Ian Craddock, Liz Coulthard, Raúl Santos-Rodríguez, James Selwood, Niall Twomey
Detecting Signatures of Early-stage Dementia with Behavioural Models Derived from Sensor Data. AAI4H@ECAI (2020)
Rafael Poyiadzi, Weisong Yang, Yoav Ben-Shlomo, Ian Craddock, Liz Coulthard, Raúl Santos-Rodríguez, James Selwood, Niall Twomey
Detecting Signatures of Early-stage Dementia with Behavioural Models Derived from Sensor Data. CoRR (2020)
Atis Elsts, Niall Twomey, Ryan McConville, Ian Craddock
Energy-efficient activity recognition framework using wearable accelerometers. J. Netw. Comput. Appl. 168 (2020)
Antonis Vafeas, Md Israfil Biswas, Xenofon Fafoutis, Atis Elsts, Ian Craddock, Robert J. Piechocki, George Oikonomou
Wearable Devices for Digital Health: The SPHERE Wearable 3. EWSN (2020)
Ryan McConville, Raúl Santos-Rodríguez, Robert J. Piechocki, Ian Craddock
N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding. ICPR (2020)
Pawel Zalewski, Letizia Marchegiani, Atis Elsts, Robert J. Piechocki, Ian Craddock, Xenofon Fafoutis
From Bits of Data to Bits of Knowledge - An On-Board Classification Framework for Wearable Sensing Systems. Sensors 20 (6) (2020)
Kristina Y. Yordanova, Stefan Lüdtke, Samuel Whitehouse, Frank Krüger, Adeline Paiement, Majid Mirmehdi, Ian Craddock, Thomas Kirste
Analysing Cooking Behaviour in Home Settings: Towards Health Monitoring. Sensors 19 (3) (2019)
Ryan McConville, Raúl Santos-Rodríguez, Robert J. Piechocki, Ian Craddock
N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding. CoRR (2019)
Emma L. Tonkin, Ola Bykowska, Hannah Berg, Ian Craddock
Towards estimation of cooking complexity: free-text annotations in the kitchen environment. iWOAR (2019)
Atis Elsts, Xenofon Fafoutis, Przemyslaw Woznowski, Emma Tonkin, George Oikonomou, Robert J. Piechocki, Ian Craddock
Enabling Healthcare in Smart Homes: The SPHERE IoT Network Infrastructure. IEEE Commun. Mag. 56 (12) (2018)
Xenofon Fafoutis, Letizia Marchegiani, Atis Elsts, James Pope, Robert J. Piechocki, Ian Craddock
Extending the battery lifetime of wearable sensors with embedded machine learning. WF-IoT (2018)
Atis Elsts, Xenofon Fafoutis, Simon Duquennoy, George Oikonomou, Robert J. Piechocki, Ian Craddock
Temperature-Resilient Time Synchronization for the Internet of Things. IEEE Trans. Ind. Informatics 14 (5) (2018)
James Pope, Antonis Vafeas, Atis Elsts, George Oikonomou, Robert J. Piechocki, Ian Craddock
An accelerometer lossless compression algorithm and energy analysis for IoT devices. WCNC Workshops (2018)
Lili Tao, Tilo Burghardt, Majid Mirmehdi, Dima Damen, Ashley Cooper, Massimo Camplani, Sion L. Hannuna, Adeline Paiement, Ian Craddock
Energy expenditure estimation using visual and inertial sensors. IET Comput. Vis. 12 (1) (2018)
Xenofon Fafoutis, Atis Elsts, George C. Oikonomou, Robert J. Piechocki, Ian Craddock
Adaptive static scheduling in IEEE 802.15.4 TSCH networks. WF-IoT (2018)
Xenofon Fafoutis, Atis Elsts, Robert J. Piechocki, Ian Craddock
Experiences and Lessons Learned From Making IoT Sensing Platforms for Large-Scale Deployments. IEEE Access 6 (2018)
Atis Elsts, Tilo Burghardt, Dallan Byrne, Dima Damen, Xenofon Fafoutis, Sion L. Hannuna, Víctor Ponce-López, Alessandro Masullo, Majid Mirmehdi, George Oikonomou, Robert J. Piechocki, Emma Tonkin, Antonis Vafeas, Przemyslaw Woznowski, Ian Craddock
A Guide to the SPHERE 100 Homes Study Dataset. CoRR (2018)
Emma Tonkin, Alison Burrows, Przemyslaw Woznowski, Pawel Laskowski, Kristina Y. Yordanova, Niall Twomey, Ian Craddock
Talk, Text, Tag? Understanding Self-Annotation of Smart Home Data from a User's Perspective. Sensors 18 (7) (2018)
Antonis Vafeas, Atis Elsts, James Pope, Xenofon Fafoutis, George Oikonomou, Robert J. Piechocki, Ian Craddock
Energy-Efficient, Noninvasive Water Flow Sensor. SMARTCOMP (2018)
Atis Elsts, Ryan McConville, Xenofon Fafoutis, Niall Twomey, Robert J. Piechocki, Raúl Santos-Rodriguez, Ian Craddock
On-Board Feature Extraction from Acceleration Data for Activity Recognition. EWSN (2018)
Ryan McConville, Gareth Archer, Ian Craddock, Herman J. ter Horst, Robert J. Piechocki, James Pope, Raúl Santos-Rodriguez
Online Heart Rate Prediction using Acceleration from a Wrist Worn Wearable. CoRR (2018)
Niall Twomey, Tom Diethe, Xenofon Fafoutis, Atis Elsts, Ryan McConville, Peter A. Flach, Ian Craddock
A Comprehensive Study of Activity Recognition Using Accelerometers. Informatics 5 (2) (2018)
Christopher Beach, Sammy Krachunov, James Pope, Xenofon Fafoutis, Robert J. Piechocki, Ian Craddock, Alexander J. Casson
An Ultra Low Power Personalizable Wrist Worn ECG Monitor Integrated With IoT Infrastructure. IEEE Access 6 (2018)
Ryan McConville, Dallan Byrne, Ian Craddock, Robert J. Piechocki, James Pope, Raúl Santos-Rodríguez
Understanding the quality of calibrations for indoor localisation. WF-IoT (2018)
Xenofon Fafoutis, Antonis Vafeas, Balazs Janko, R. Simon Sherratt, James Pope, Atis Elsts, Evangelos Mellios, Geoffrey S. Hilton, George Oikonomou, Robert J. Piechocki, Ian Craddock
Designing Wearable Sensing Platforms for Healthcare in a Residential Environment. EAI Endorsed Trans. Pervasive Health Technol. 3 (12) (2017)
Kristina Y. Yordanova, Samuel Whitehouse, Adeline Paiement, Majid Mirmehdi, Thomas Kirste, Ian Craddock
What's cooking and why? Behaviour recognition during unscripted cooking tasks for health monitoring. PerCom Workshops (2017)
Niall Twomey, Tom Diethe, Ian Craddock, Peter A. Flach
Unsupervised learning of sensor topologies for improving activity recognition in smart environments. Neurocomputing 234 (2017)
Tom Diethe, Niall Twomey, Meelis Kull, Peter A. Flach, Ian Craddock
Probabilistic Sensor Fusion for Ambient Assisted Living. CoRR (2017)
Atis Elsts, Xenofon Fafoutis, James Pope, George C. Oikonomou, Robert J. Piechocki, Ian Craddock
Scheduling High-Rate Unpredictable Traffic in IEEE 802.15.4 TSCH Networks. DCOSS (2017)
Przemyslaw Woznowski, Alison Burrows, Pawel Laskowski, Emma Tonkin, Ian Craddock
Evaluating the use of voice-enabled technologies for ground-truthing activity data. PerCom Workshops (2017)
Ian Craddock
The SPHERE Experience. iWOAR (2017)
Sammy Krachunov, Christopher Beach, Alexander J. Casson, James Pope, Xenofon Fafoutis, Robert J. Piechocki, Ian Craddock
Energy efficient heart rate sensing using a painted electrode ECG wearable. GIoTS (2017)
Atis Elsts, Xenofon Fafoutis, Robert J. Piechocki, Ian Craddock
Adaptive channel selection in IEEE 802.15.4 TSCH networks. GIoTS (2017)
James Pope, Ryan McConville, Michal Kozlowski, Xenofon Fafoutis, Raúl Santos-Rodríguez, Robert J. Piechocki, Ian Craddock
SPHERE in a Box: Practical and Scalable EurValve Activity Monitoring Smart Home Kit. LCN Workshops (2017)
Xenofon Fafoutis, Lindsay Clare, Neil J. Grabham, Steve P. Beeby, Bernard H. Stark, Robert J. Piechocki, Ian Craddock
Energy Neutral Activity Monitoring: Wearables Powered by Smart Inductive Charging Surfaces. SECON (2016)
Lili Tao, Tilo Burghardt, Majid Mirmehdi, Dima Damen, Ashley Cooper, Sion L. Hannuna, Massimo Camplani, Adeline Paiement, Ian Craddock
Calorie Counter: RGB-Depth Visual Estimation of Energy Expenditure at Home. CoRR (2016)
Przemyslaw Woznowski, Rachel King, William S. Harwin, Ian Craddock
A Human Activity Recognition Framework for Healthcare Applications: Ontology, Labelling Strategies, and Best Practice. IoTBD (2016)
Niall Twomey, Tom Diethe, Meelis Kull, Hao Song, Massimo Camplani, Sion L. Hannuna, Xenofon Fafoutis, Ni Zhu, Pete Woznowski, Peter A. Flach, Ian Craddock
The SPHERE Challenge: Activity Recognition with Multimodal Sensor Data. CoRR (2016)
Xenofon Fafoutis, Balazs Janko, Evangelos Mellios, Geoffrey S. Hilton, R. Simon Sherratt, Robert J. Piechocki, Ian Craddock
SPW-1: A Low-Maintenance Wearable Activity Tracker for Residential Monitoring and Healthcare Applications. eHealth 360° (2016)
Wenda Li, Bo Tan, Robert J. Piechocki, Ian Craddock
Opportunistic physical activity monitoring via passive WiFi radar. HealthCom (2016)
Xu Luo, Przemyslaw Woznowski, Alison Burrows, Mo Haghighi, Ian Craddock
SPLASH: Smart-Phone Logging App for Sustaining Hydration Enabled by NFC. CHI Extended Abstracts (2016)
Lili Tao, Tilo Burghardt, Majid Mirmehdi, Dima Damen, Ashley Cooper, Sion L. Hannuna, Massimo Camplani, Adeline Paiement, Ian Craddock
Calorie Counter: RGB-Depth Visual Estimation of Energy Expenditure at Home. ACCV Workshops (1) (2016)
Atis Elsts, Simon Duquennoy, Xenofon Fafoutis, George C. Oikonomou, Robert J. Piechocki, Ian Craddock
Microsecond-Accuracy Time Synchronization Using the IEEE 802.15.4 TSCH Protocol. LCN Workshops (2016)
Xenofon Fafoutis, Evgeny Tsimbalo, Evangelos Mellios, Geoffrey S. Hilton, Robert J. Piechocki, Ian Craddock
A residential maintenance-free long-term activity monitoring system for healthcare applications. EURASIP J. Wirel. Commun. Netw. 2016 (2016)
Lili Tao, Adeline Paiement, Dima Damen, Majid Mirmehdi, Sion L. Hannuna, Massimo Camplani, Tilo Burghardt, Ian Craddock
A comparative study of pose representation and dynamics modelling for online motion quality assessment. Comput. Vis. Image Underst. 148 (2016)
Przemyslaw Woznowski, Dritan Kaleshi, George C. Oikonomou, Ian Craddock
Classification and suitability of sensing technologies for activity recognition. Comput. Commun. (2016)
Ni Zhu, Tom Diethe, Massimo Camplani, Lili Tao, Alison Burrows, Niall Twomey, Dritan Kaleshi, Majid Mirmehdi, Peter A. Flach, Ian Craddock
Bridging e-Health and the Internet of Things: The SPHERE Project. IEEE Intell. Syst. 30 (4) (2015)
Evgeny Tsimbalo, Xenofon Fafoutis, Evangelos Mellios, Mo Haghighi, Bo Tan, Geoffrey S. Hilton, Robert J. Piechocki, Ian Craddock
Mitigating packet loss in connectionless Bluetooth Low Energy. WF-IoT (2015)
Lili Tao, Tilo Burghardt, Sion L. Hannuna, Massimo Camplani, Adeline Paiement, Dima Damen, Majid Mirmehdi, Ian Craddock
A comparative home activity monitoring study using visual and inertial sensors. HealthCom (2015)
Przemyslaw Woznowski, Xenofon Fafoutis, Terence Song, Sion L. Hannuna, Massimo Camplani, Lili Tao, Adeline Paiement, Evangelos Mellios, Mo Haghighi, Ni Zhu, Geoffrey S. Hilton, Dima Damen, Tilo Burghardt, Majid Mirmehdi, Robert J. Piechocki, Dritan Kaleshi, Ian Craddock
A multi-modal sensor infrastructure for healthcare in a residential environment. ICC Workshops (2015)
Bo Tan, Alison Burrows, Robert J. Piechocki, Ian Craddock, Qingchao Chen, Karl Woodbridge, Kevin Chetty
Wi-Fi based passive human motion sensing for in-home healthcare applications. WF-IoT (2015)
Alison Burrows, Rachel Gooberman-Hill, Ian Craddock, David Coyle
Sensors for healthcare: Would you want them in your home? CoRR (2014)
Evangelos Mellios, Angelos A. Goulianos, Sema Dumanli, Geoffrey S. Hilton, Robert J. Piechocki, Ian Craddock
Off-body Channel Measurements at 2.4 GHz and 868 MHz in an Indoor Environment. BODYNETS (2014)
Alison Burrows, Rachel Gooberman-Hill, Ian Craddock, David Coyle
SPHERE: Meaningful and Inclusive Sensor-Based Home Healthcare. CoRR (2014)
Sema Dumanli, Sedat Görmüs, Ian Craddock
Energy Efficient Body Area Networking Based on Off-the-shelf Wireless Sensors. BODYNETS (2013)