A Pragmatic Approach for Integrating Data Management and Tasks Management: Modelling and Implementation Issues. - Francisca Antunes; Seán Baker; Brian Caulfield 001; Mauricio Lopez; Mark Sheppard (EDBT, 1990)

A Prototype Sourceless Kinematic-Feedback Based Video Game for Movement Based Exercise. - John Foody; Daniel Kelly; Damini Kumar; Diarmaid Fitzgerald; Tomás Ward; Brian Caulfield 001; Charles Markham (EMBC, 2006)

Marker-Based Monitoring of Seated Spinal Posture Using a Calibrated Single-Variable Threshold Model. - Pauline Walsh; Lucy E. Dunne; Brian Caulfield 001; Barry Smyth (EMBC, 2006)

Design and Evaluation of a Wearable Optical Sensor for Monitoring Seated Spinal Posture. - Lucy E. Dunne; Pauline Walsh; Barry Smyth; Brian Caulfield 001 (ISWC, 2006)

A System for Wearable Monitoring of Seated Posture in Computer Users. - Lucy E. Dunne; Pauline Walsh; Barry Smyth; Brian Caulfield 001 (BSN, 2007)

A Comparative Evaluation of Bend Sensors for Wearable Applications. - Lucy E. Dunne; Barry Smyth; Brian Caulfield 001 (ISWC, 2007)

Evaluating the Impact of Garment Structure on Wearable Sensor Performance. - Lucy E. Dunne; Barry Smyth; Brian Caulfield 001 (ISWC, 2007)

Wearable Monitoring of Seated Spinal Posture. - Lucy E. Dunne; Pauline Walsh; Sonja Hermann; Barry Smyth; Brian Caulfield 001 (IEEE Trans. Biomed. Circuits Syst., 2008)

Therapeutic Exergaming. - Brendan O'Huiginn; Barry Smyth; Garrett Coughlan; Diarmaid Fitzgerald; Brian Caulfield 001 (BSN, 2009)

Inertial Sensing: A Little Bit of CLARITY. - John Barton; Brian Caulfield 001; Niall Moyna (ERCIM News, 2009)

TennisSense: A Multi-Modal Sensing Platform for Sport. - Noel E. O'Connor; Philip Kelly; Ciarán Ó Conaire; Damien Connaghan; Alan F. Smeaton; Brian Caulfield 001; Dermot Diamond; Niall Moyna (ERCIM News, 2009)

CAPSIL Common Awareness and Knowledge Platform for Studying and Enabling Independent Living. - Rachel Christina King; Michael McGrath; Brian Caulfield 001; Guang-Zhong Yang (BSN, 2010)

A common awareness and knowledge platform for studying and enabling independent living - CAPSIL. - Caoimhe Bennis; Denise McGrath; Brian Caulfield 001; Benjamin Knapp; Niall Coghlan (PervasiveHealth, 2010)

Towards a Pattern Language Approach to Sharing Experiences in Healthcare Technology Evaluations. - Julie Doyle; Aaron J. Quigley; Paddy Nixon; Brian Caulfield 001 (USAB, 2010)

An adaptive gyroscope-based algorithm for temporal gait analysis. - Barry R. Greene; Denise McGrath; Ross O'Neill; Karol J. O'Donovan; Adrian Burns; Brian Caulfield 001 (Medical Biol. Eng. Comput., 2010)

Clinical application of neuromuscular electrical stimulation induced cardiovascular exercise. - Brian Caulfield 001; Louis Crowe; Garrett Coughlan; Conor Minogue (EMBC, 2011)

Neuromuscular electrical stimulation training results in enhanced activation of spinal stabilizing muscles during spinal loading and improvements in pain ratings. - Simon Coghlan; Louis Crowe; Ulrik McCarthyPersson; Conor Minogue; Brian Caulfield 001 (EMBC, 2011)

Body-worn sensor based surrogates of minimum ground clearance in elderly fallers and controls. - Barry R. Greene; Denise McGrath; Timothy G. Foran; Emer P. Doheny; Brian Caulfield 001 (EMBC, 2011)

Reliability of quantitative TUG measures of mobility for use in falls risk assessment. - Denise McGrath; Barry R. Greene; Emer P. Doheny; David J. McKeown; Giuseppe De Vito; Brian Caulfield 001 (EMBC, 2011)

Using a shoe mounted tri-axial accelerometer to detect kinematic changes during stiff ankle walking. - Matthew R. Patterson; Brian Caulfield 001 (EMBC, 2011)

Using a tri-axial accelerometer to detect technique breakdown due to fatigue in distance runners: A preliminary perspective. - Matthew R. Patterson; Denise McGrath; Brian Caulfield 001 (EMBC, 2011)

Development and validation of a clinic based balance assessment technology. - Lorcan Walsh; Barry R. Greene; Denise McGrath; Adrian Burns; Brian Caulfield 001 (EMBC, 2011)

Design considerations in therapeutic exergaming. - Julie Doyle; Daniel Kelly; Brian Caulfield 001 (PervasiveHealth, 2011)

A novel approach for assessing gait using foot mounted accelerometers. - Matthew R. Patterson; Brian Caulfield 001 (PervasiveHealth, 2011)

Rehabilitation exercise feedback on Android platform. - Brian Caulfield 001; Jason Blood; Barry Smyth; Daniel Kelly (Wireless Health, 2011)

Utilizing Wearable and Environmental Sensors to Create a Smarter, Safer Home. - James Lanagan; Alan F. Smeaton; Brian Caulfield 001 (ERCIM News, 2011)

Displacement of centre of mass during quiet standing assessed using accelerometry in older fallers and non-fallers. - Emer P. Doheny; Denise McGrath; Barry R. Greene; Lorcan Walsh; David J. McKeown; Clodagh Cunningham; Lisa Crosby; Rose-Anne Kenny; Brian Caulfield 001 (EMBC, 2012)

An investigation into non-invasive physical activity recognition using smartphones. - Daniel Kelly; Brian Caulfield 001 (EMBC, 2012)

Taking balance measurement out of the laboratory and into the home: Discriminatory capability of novel centre of pressure measurement in fallers and non-fallers. - Denise McGrath; Emer P. Doheny; Lorcan Walsh; David J. McKeown; Clodagh Cunningham; Lisa Crosby; Rose-Anne Kenny; Nicholas Stergiou; Brian Caulfield 001; Barry R. Greene (EMBC, 2012)

Comparing adaptive algorithms to measure temporal gait parameters using lower body mounted inertial sensors. - Matthew R. Patterson; Brian Caulfield 001 (EMBC, 2012)

Combining wearable sensors for location-free monitoring of gait in older people. - Alan F. Smeaton; James Lanagan; Brian Caulfield 001 (J. Ambient Intell. Smart Environ., 2012)

Self directed home based electrical muscle stimulation training improves exercise tolerance and strength in healthy elderly. - Brian Caulfield 001; Ann Prendergast; Gary Rainsford; Conor Minogue (EMBC, 2013)

Using a foot mounted accelerometer to detect changes in gait patterns. - Matthew R. Patterson; Brian Caulfield 001 (EMBC, 2013)

Evaluating rehabilitation exercise performance using a single inertial measurement unit. - Oonagh M. Giggins; Daniel Kelly; Brian Caulfield 001 (PervasiveHealth, 2013)

Advances in pervasive health. - Michael J. O'Grady; Brian Caulfield 001; Gregory M. P. O'Hare (J. Ambient Intell. Humaniz. Comput., 2013)

Uncovering Measurements of Social and Demographic Behavior From Smartphone Location Data. - Daniel Kelly; Barry Smyth; Brian Caulfield 001 (IEEE Trans. Hum. Mach. Syst., 2013)

Use of a consumer market activity monitoring and feedback device improves exercise capacity and activity levels in COPD. - Brian Caulfield 001; Indira Kaljo; Seamas Donnelly (EMBC, 2014)

The use of inertial sensors for the classification of rehabilitation exercises. - Oonagh M. Giggins; Kevin T. Sweeney; Brian Caulfield 001 (EMBC, 2014)

Quantitative assessment of multiple sclerosis using inertial sensors and the TUG test. - Barry R. Greene; Michael Healy; Stephanie Rutledge; Brian Caulfield 001; Niall Tubridy (EMBC, 2014)

A comparison of cross-sectional and prospective algorithms for falls risk assessment. - Barry R. Greene; Denise McGrath; Brian Caulfield 001 (EMBC, 2014)

Does external walking environment affect gait patterns? - Matthew R. Patterson; Darragh Whelan; Brenda Reginatto; Niamh Caprani; Lorcan Walsh; Alan F. Smeaton; Akihiro Inomata; Brian Caulfield 001 (EMBC, 2014)

An Ambulatory Method of Identifying Anterior Cruciate Ligament Reconstructed Gait Patterns. - Matthew R. Patterson; Eamonn Delahunt; Kevin T. Sweeney; Brian Caulfield 001 (Sensors, 2014)

Evaluating squat performance with a single inertial measurement unit. - Martin O'Reilly 001; Darragh Whelan; Charalampos Chanialidis; Nial Friel; Eamonn Delahunt; Tomás Ward; Brian Caulfield 001 (BSN, 2015)

Smartphone derived movement profiles to detect changes in health status in COPD patients - A preliminary investigation. - Daniel Kelly; Seamas Donnelly; Brian Caulfield 001 (EMBC, 2015)

Context aware falls risk assessment: A case study comparison. - Brenda Reginatto; Kenneth Taylor; Matthew R. Patterson; Dermot Power; Yusuke Komaba; Kazuho Maeda; Akihiro Inomata; Brian Caulfield 001 (EMBC, 2015)

Context focused older adult mobility and gait assessment. - Kenneth Taylor; Brenda Reginatto; Matthew R. Patterson; Dermot Power; Yusuke Komaba; Kazuho Maeda; Akihiro Inomata; Brian Caulfield 001 (EMBC, 2015)

Proposed Design Approach for an Interactive Feedback Technology Support in Rehabilitation. - Oonagh M. Giggins; Brian Caulfield 001 (REHAB, 2015)

Evaluating Performance of the Single Leg Squat Exercise with a Single Inertial Measurement Unit. - Darragh Whelan; Martin O'Reilly 001; Tomás Ward; Eamonn Delahunt; Brian Caulfield 001 (REHAB, 2015)

Assessment and Classification of Early-Stage Multiple Sclerosis With Inertial Sensors: Comparison Against Clinical Measures of Disease State. - Barry R. Greene; Stephanie Rutledge; Iain McGurgan; Christopher McGuigan; Karen O'Connell; Brian Caulfield 001; Niall Tubridy (IEEE J. Biomed. Health Informatics, 2015)

The limb movement analysis of rehabilitation exercises using wearable inertial sensors. - Bing Quan Huang; Oonagh M. Giggins; M. Tahar Kechadi; Brian Caulfield 001 (EMBC, 2016)

Validation of temporal gait metrics from three IMU locations to the gold standard force plate. - Matthew R. Patterson; William Johnston; Niamh O'Mahony; Sam O'Mahony; Eimear Nolan; Brian Caulfield 001 (EMBC, 2016)

Leveraging IMU data for accurate exercise performance classification and musculoskeletal injury risk screening. - Darragh Whelan; Martin O'Reilly 001; Bing Quan Huang; Oonagh M. Giggins; M. Tahar Kechadi; Brian Caulfield 001 (EMBC, 2016)

Objective Classification of Dynamic Balance Using a Single Wearable Sensor. - William Johnston; Martin O'Reilly 001; Kara Dolan; Niamh Reid; Garrett Coughlan; Brian Caulfield 001 (icSPORTS, 2016)

Crowdsourced Data Collection of Physical Activity and Health Status: An App Solution. - Daniel Kelly; Brian Caulfield 001; Kevin Curran (MobiHealth, 2016)

Evaluating performance of the lunge exercise with multiple and individual inertial measurement units. - Darragh Whelan; Martin O'Reilly 001; Tomás E. Ward; Eamonn Delahunt; Brian Caulfield 001 (PervasiveHealth, 2016)

Pervasive Sound Sensing: A Weakly Supervised Training Approach. - Daniel Kelly; Brian Caulfield 001 (IEEE Trans. Cybern., 2016)

Binary classification of running fatigue using a single inertial measurement unit. - Cillian Buckley; Martin A. O'Reilly; Darragh Whelan; Adam Vallely Farrell; Lauren Clark; Vanessa Longo; M. D. Gilchrist; Brian Caulfield 001 (BSN, 2017)

The influence of feature selection methods on exercise classification with inertial measurement units. - Martin A. O'Reilly; William Johnston; Cillian Buckley; Darragh Whelan; Brian Caulfield 001 (BSN, 2017)

Conceptualising a Targeted Rehabilitation Exercise Biofeedback System for a Cancer Survivorship Population. - Louise Brennan; Ailish Daly; Brian Caulfield 001 (CBMS, 2017)

Connected Health in Multiple Sclerosis: A Mobile Applications Review. - Guido Giunti; Estefania Guisado-Fernandez; Brian Caulfield 001 (CBMS, 2017)

The Application of Neuromuscular Electrical Stimulation (NMES) Technologies in Cancer Care. - Dominic O'Connor; Brian Caulfield 001 (CBMS, 2017)

Quality of Information About Physical Activity in Breast Cancer Facebook Pages: A Preliminary Content Review. - Gabriel R. Signorelli; Matilde M. Fernandez; Francisco M. M. Guerra; Luis Fernández-Luque; Brian Caulfield 001 (CBMS, 2017)

ICT-assisted personalized therapy and rehabilitation in urinary incontinence. - Kristina Drusany Staric; Petra Bukovec; Brian Caulfield 001; Ana Madevska Bogdanova; Hrvoje Belani (ConTEL, 2017)

Unsupervised gait detection using biomechanical restrictions. - Shinji Hotta; Akihiro Inomata; Yuki Sasamoto; Shiho Washizawa; Brian Caulfield 001 (EMBC, 2017)

Fall Risk Assessment Through Automatic Combination of Clinical Fall Risk Factors and Body-Worn Sensor Data. - Barry R. Greene; Stephen J. Redmond; Brian Caulfield 001 (IEEE J. Biomed. Health Informatics, 2017)

Automatic Prediction of Health Status Using Smartphone-Derived Behavior Profiles. - Daniel Kelly; Kevin Curran; Brian Caulfield 001 (IEEE J. Biomed. Health Informatics, 2017)

Automatic classification of knee rehabilitation exercises using a single inertial sensor: A case study. - Antonio Bevilacqua; Bing Quan Huang; Rob Argent; Brian Caulfield 001; M. Tahar Kechadi (BSN, 2018)

Is it feasible to combine non-standard exercise prescriptions with novel smartphone adaptive coaching systems to improve physical activity and health related outcomes in type 2 diabetes mellitus? - Hugh Byrne; Brian Caulfield 001; Madeleine M. Lowery; Chris J. Thompson; Diarmuid Smith; Margaret Griffin; Giuseppe De Vito (PervasiveHealth, 2018)

Human Activity Recognition with Convolutional Neural Networks. - Antonio Bevilacqua; Kyle MacDonald; Aamina Rangarej; Venessa Widjaya; Brian Caulfield 001; M. Tahar Kechadi (ECML/PKDD (3), 2018)

Biofeedback in Breast Cancer Rehabilitation: Applying the WHO ICF Core Set to Identify Opportunities and Recommendations. - Louise Brennan; Enrique Dorronzoro Zubiete; Brian Caulfield 001 (CBMS, 2019)

Rehabilitation Exercise Segmentation for Autonomous Biofeedback Systems with ConvFSM. - Antonio Bevilacqua; Louise Brennan; Rob Argent; Brian Caulfield 001; M. Tahar Kechadi (EMBC, 2019)

A performance comparison of neuromuscular electrical stimulation protocols for isolated quadriceps contraction versus co-contraction of quadriceps and hamstrings. - Ciara Duignan; Mark Doolan; David Doyle; Joe McGowan; Sean O'Shaughnessy; Conor Minogue; Brian Caulfield 001 (EMBC, 2019)

Capturing concussion related changes in dynamic balance using the Quantified Y Balance Test - a case series of six elite rugby union players. - William Johnston; Martin O'Reilly 001; Mairead Liston; Rod McLoughlin; Garrett F. Coughlan; Brian Caulfield 001 (EMBC, 2019)

Investigating normal day to day variations of postural control in a healthy young population using Wii balance boards. - William Johnston; Ciaran Purcell; Ciara Duffy; Tara Casey; Barry R. Greene; David Singleton; Denise McGrath; Brian Caulfield 001 (EMBC, 2019)

Impact of Exercise Intervention in Parkinson's Disease can be Quantified Using Inertial Sensor Data and Clinical Tests. - Killian McManus; Denise McGrath; Barry R. Greene; Olive Lennon; Laura McMahon; Brian Caulfield 001 (EMBC, 2019)

HCI Challenges in Human Movement Analysis. - Lilian Genaro Motti Ader; Benoît Bossavit; Brian Caulfield 001; Mathieu Raynal; Karine Lan Hing Ting; Jean Vanderdonckt; Nadine Vigouroux (INTERACT (4), 2019)

Are You in Pain? Predicting Pain and Stiffness from Wearable Sensor Activity Data. - Niladri Sett; Brian Mac Namee; Francesc Calvo; Brian Caulfield 001; John Costello; Seamas Donnelly; Jonas F. Dorn; Louis Jeay; Alison Keogh; Killian McManus; Ronan H. Mullan; Emer O'Hare; et al. (SGAI Conf., 2019)

Human Activity Recognition with Convolutional Neural Netowrks. - Antonio Bevilacqua; Kyle MacDonald; Aamina Rangarej; Venessa Widjaya; Brian Caulfield 001; M. Tahar Kechadi (CoRR, 2019)

Not all sensors are created equal: a framework for evaluating human performance measurement technologies. - Brian Caulfield 001; Brenda Reginatto; Patrick Slevin (npj Digit. Medicine, 2019)

Digital assessment of falls risk, frailty, and mobility impairment using wearable sensors. - Barry R. Greene; Killian McManus; Stephen J. Redmond; Brian Caulfield 001; Charlene C. Quinn (npj Digit. Medicine, 2019)

Wearable Sensor-Based Exercise Biofeedback for Orthopaedic Rehabilitation: A Mixed Methods User Evaluation of a Prototype System. - Rob Argent; Patrick Slevin; Antonio Bevilacqua; Maurice Neligan; Ailish Daly; Brian Caulfield 001 (Sensors, 2019)

Combining Real-Time Segmentation and Classification of Rehabilitation Exercises with LSTM Networks and Pointwise Boosting. - Antonio Bevilacqua; Giovanni Ciampi; Rob Argent; Brian Caulfield 001; M. Tahar Kechadi (AAAI, 2020)

Visual user interfaces for human motion. - Lilian Genaro Motti Ader; Brian Caulfield 001; Benoît Bossavit; Katerina El Raheb; Mathieu Raynal; Nadine Vigouroux; Karine Lan Hing Ting; Pourang P. Irani; Jean Vanderdonckt (AVI, 2020)

How many steps to represent individual gait? - Lilian Genaro Motti Ader; Killian McManus; Barry R. Greene; Brian Caulfield 001 (EICS, 2020)

Quantifying Y Balance Test performance with multiple and single inertial sensors. - William Johnston; James Davenport; Rachelle Connelly; Brian Caulfield 001 (EMBC, 2020)

Using Case-Based Reasoning to Predict Marathon Performance and Recommend Tailored Training Plans. - Ciara Feely; Brian Caulfield 001; Aonghus Lawlor; Barry Smyth (ICCBR, 2020)

Human Movement Analysis: Introduction to Motion Capture and Applications for Health. - Lilian Genaro Motti Ader; Alison Keogh; Killian McManus; Barry R. Greene; Brian Caulfield 001 (ICHI, 2020)

Providing Explainable Race-Time Predictions and Training Plan Recommendations to Marathon Runners. - Ciara Feely; Brian Caulfield 001; Aonghus Lawlor; Barry Smyth (RecSys, 2020)

A multimodal smartphone sensor system for behaviour measurement and health status inference. - Daniel Kelly; Joan Condell; Kevin Curran; Brian Caulfield 001 (Inf. Fusion, 2020)

Feedback Design in Targeted Exercise Digital Biofeedback Systems for Home Rehabilitation: A Scoping Review. - Louise Brennan; Enrique Dorronzoro Zubiete; Brian Caulfield 001 (Sensors, 2020)

Toward a Regulatory Qualification of Real-World Mobility Performance Biomarkers in Parkinson's Patients Using Digital Mobility Outcomes. - Marco Viceconti; Sabina Hernandez Penna; Wilhelmus Dartee; Claudia Mazzà; Brian Caulfield 001; Clemens Becker; Walter Maetzler; Judith Garcia-Aymerich; Giorgio Davico; Lynn Rochester (Sensors, 2020)

Personalization in Real-Time Physical Activity Coaching Using Mobile Applications: A Scoping Review. - Francisco Monteiro-Guerra; Octavio Rivera Romero; Luis Fernández-Luque; Brian Caulfield 001 (IEEE J. Biomed. Health Informatics, 2020)

A Case-Based Reasoning Approach to Predicting and Explaining Running Related Injuries. - Ciara Feely; Brian Caulfield 001; Aonghus Lawlor; Barry Smyth (ICCBR, 2021)

Using Barycenters as Aggregate Representations of Repetition-Based Time-Series Exercise Data. - Bahavathy Kathirgamanathan; James Davenport; Brian Caulfield 001; Pádraig Cunningham (MLSA@PKDD/ECML, 2021)

Academic Performance Prediction Based on Multisource, Multifeature Behavioral Data. - Liang Zhao 016; Kun Chen; Jie Song; Xiaoliang Zhu; Jianwen Sun; Brian Caulfield 001; Brian Mac Namee (IEEE Access, 2021)

A qualitative study of clinician perceptions regarding the potential role for digital health interventions for the management of COPD. - Patrick Slevin; Threase Kessie; John Cullen; Marcus W. Butler; Seamas C. Donnelly; Brian Caulfield 001 (Health Informatics J., 2021)

The Importance of Real-World Validation of Machine Learning Systems in Wearable Exercise Biofeedback Platforms: A Case Study. - Rob Argent; Antonio Bevilacqua; Alison Keogh; Ailish Daly; Brian Caulfield 001 (Sensors, 2021)

Scoring Performance on the Y-Balance Test Using a Deep Learning Approach. - Manuel Gil-Martín; William Johnston; Rubén San Segundo; Brian Caulfield 001 (Sensors, 2021)

Unsupervised Assessment of Balance and Falls Risk Using a Smartphone and Machine Learning. - Barry R. Greene; Killian McManus; Lilian Genaro Motti Ader; Brian Caulfield 001 (Sensors, 2021)

Test-retest reliability of wireless inertial-sensor derived measurements of knee joint kinematics. - Kate O'Keeffe; Rob Argent; Alan Bourke; Shaban Shabani; Jens Praestgaard; Amir Muaremi; Cathy Goulding; Martin Brom; Celeste Scotti; Lorcan Walsh; Brian Caulfield 001 (EMBC, 2022)

An Automatic Foot and Shank IMU Synchronization Algorithm: Proof-of-concept. - Shaban Shabani; Alan K. Bourke; Amir Muaremi; Jens Praestgaard; Kate O'Keeffe; Rob Argent; Martin Brom; Celeste Scotti; Brian Caulfield 001; Lorcan Walsh (EMBC, 2022)

An Extended Case-Based Approach to Race-Time Prediction for Recreational Marathon Runners. - Ciara Feely; Brian Caulfield 001; Aonghus Lawlor; Barry Smyth (ICCBR, 2022)

Feature Subset Selection for Detecting Fatigue in Runners Using Time Series Sensor Data. - Bahavathy Kathirgamanathan; Cillian Buckley; Brian Caulfield 001; Pádraig Cunningham (ICPRAI (1), 2022)

Automated Mobility Context Detection with Inertial Signals. - Antonio Bevilacqua; Lisa Alcock; Brian Caulfield 001; Eran Gazit; Clint Hansen; Neil Ireson; Georgiana Ifrim (CoRR, 2022)

Predicting Fall Counts Using Wearable Sensors: A Novel Digital Biomarker for Parkinson's Disease. - Barry R. Greene; Isabella Premoli; Killian McManus; Denise McGrath; Brian Caulfield 001 (Sensors, 2022)

Development of Data-Driven Metrics for Balance Impairment and Fall Risk Assessment in Older Adults. - Killian McManus; Barry R. Greene; Lilian Genaro Motti Ader; Brian Caulfield 001 (IEEE Trans. Biomed. Eng., 2022)

Towards Globalised Models for Exercise Classification using Inertial Measurement Units. - Bahavathy Kathirgamanathan; Brian Caulfield 001; Pádraig Cunningham (BSN, 2023)

Explaining Fatigue in Runners Using Time Series Analysis on Wearable Sensor Data. - Bahavathy Kathirgamanathan; Thu Trang Nguyen; Brian Caulfield 001; Georgiana Ifrim; Pádraig Cunningham (PKDD/ECML Workshops (3), 2023)

An Examination of Wearable Sensors and Video Data Capture for Human Exercise Classification. - Ashish Singh; Antonio Bevilacqua; Timilehin B. Aderinola; Thach Le Nguyen; Darragh Whelan; Martin O'Reilly 001; Brian Caulfield 001; Georgiana Ifrim (ECML/PKDD (6), 2023)

Modelling the Training Practices of Recreational Marathon Runners to Make Personalised Training Recommendations. - Ciara Feely; Brian Caulfield 001; Aonghus Lawlor; Barry Smyth (UMAP, 2023)

Quantifying Jump Height Using Markerless Motion Capture with a Single Smartphone. - Timilehin B. Aderinola; Hananeh Younesian; Darragh Whelan; Brian Caulfield 001; Georgiana Ifrim (CoRR, 2023)

Machine Vision-Enabled Sports Performance Analysis. - Timilehin B. Aderinola; Hananeh Younesian; Cathy Goulding; Darragh Whelan; Brian Caulfield 001; Georgiana Ifrim (CoRR, 2023)

Fast and robust video-based exercise classification via body pose tracking and scalable multivariate time series classifiers. - Ashish Singh; Antonio Bevilacqua; Thach Le Nguyen; Feiyan Hu; Kevin McGuinness; Martin O'Reilly 001; Darragh Whelan; Brian Caulfield 001; Georgiana Ifrim (Data Min. Knowl. Discov., 2023)

Accurate and Efficient Real-World Fall Detection Using Time Series Techniques. - Timilehin B. Aderinola; Luca Palmerini; Ilaria D'Ascanio; Lorenzo Chiari; Jochen Klenk; Clemens Becker; Brian Caulfield 001; Georgiana Ifrim (AALTD@ECML/PKDD, 2024)

A Case-Based Reasoning Approach to Post-injury Training Recommendations for Marathon Runners. - Ciara Feely; Brian Caulfield 001; Aonghus Lawlor; Barry Smyth (ICCBR, 2024)

Recommending Personalised Targeted Training Adjustments for Marathon Runners. - Ciara Feely; Brian Caulfield 001; Aonghus Lawlor; Barry Smyth (RecSys, 2024)

Using Pseudo Cases and Stratified Case-Based Reasoning to Generate and Evaluate Training Adjustments for Marathon Runners. - Ciara Feely; Brian Caulfield 001; Aonghus Lawlor; Barry Smyth (SGAI Conf. (2), 2024)

Parameterization of Biomechanical Variables through Inertial Measurement Units (IMUs) in Occasional Healthy Runners. - Álvaro Pareja-Cano; José María Arjona; Brian Caulfield 001; Antonio I. Cuesta-Vargas (Sensors, 2024)

Breaking down the Digital Fortress: The Unseen Challenges in Healthcare Technology - Lessons Learned from 10 Years of Research. - Alison Keogh; Rob Argent; Cailbhe Doherty; Ciara Duignan; Orna Fennelly; Ciaran Purcell; William Johnston; Brian Caulfield 001 (Sensors, 2024)

Model and Empirical Study on Multi-tasking Learning for Human Fall Detection. - Duc-Anh Nguyen; Cuong Pham 001; Rob Argent; Brian Caulfield 001; Nhien-An Le-Khac (Vietnam. J. Comput. Sci., 2024)

Hybrid SARIMA+BO-LSTM Framework for Forecasting EV Adoption: A Road to Net-Zero in Ireland. - Afaq Khattak; Brian Caulfield 001 (IEEE Access, 2025)

Privacy in consumer wearable technologies: a living systematic analysis of data policies across leading manufacturers. - Cailbhe Doherty; Maximus Baldwin; Rory Lambe; Marco Altini; Brian Caulfield 001 (npj Digit. Medicine, 2025)