Alex Mihailidis
Orcid: 0000-0003-2233-0919
According to our database1,
Alex Mihailidis
authored at least 113 papers
between 2004 and 2024.
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Bibliography
2024
Skeletal Video Anomaly Detection Using Deep Learning: Survey, Challenges, and Future Directions.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2024
Classifying Older Drivers' Gaze Behaviour during Automated versus Non-Automated Driving: A Preliminary Step towards Detecting Mode Confusion.
Int. J. Hum. Comput. Interact., January, 2024
2023
Performance of machine learning algorithms for dementia assessment: impacts of language tasks, recording media, and modalities.
BMC Medical Informatics Decis. Mak., December, 2023
Interdisciplinary perspectives on privacy awareness in lifelogging technology development.
J. Ambient Intell. Humaniz. Comput., March, 2023
CoRR, 2023
Undersampling and Cumulative Class Re-decision Methods to Improve Detection of Agitation in People with Dementia.
CoRR, 2023
IEEE Access, 2023
Efficient Visual Perception of Human-Robot Walking Environments Using Semi-Supervised Learning.
IROS, 2023
Continuous Prediction of Leg Kinematics during Walking using Inertial Sensors, Smart Glasses, and Embedded Computing.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
Empirical Thresholding on Spatio-Temporal Autoencoders Trained on Surveillance Videos in a Dementia Care Unit.
Proceedings of the 20th Conference on Robots and Vision, 2023
Investigating Multimodal Sensor Features Importance to Detect Agitation in People with Dementia.
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2023
2022
The Development and Concurrent Validity of a Multi-Sensor-Based Frailty Toolkit for In-Home Frailty Assessment.
Sensors, 2022
Privacy-Protecting Behaviours of Risk Detection in People with Dementia using Videos.
CoRR, 2022
IEEE Access, 2022
Stair Recognition for Robotic Exoskeleton Control using Computer Vision and Deep Learning.
Proceedings of the International Conference on Rehabilitation Robotics, 2022
Simulation of Energy Regeneration in Human Locomotion for Efficient Exoskeleton Actuation.
Proceedings of the 9th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics, 2022
2021
Pattern Anal. Appl., 2021
A Pilot Study to Detect Agitation in People Living with Dementia Using Multi-Modal Sensors.
J. Heal. Informatics Res., 2021
Technology and Aging: Supporting our Current and Future Selves.
Proceedings of the 7th International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Load Distribution Analysis for Weight and Ballistocardiogram Measurements of Heart Failure Patients using a Bed Scale.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021
2020
Exploring How Persons with Dementia and Care Partners Collaboratively Appropriate Information and Communication Technologies.
ACM Trans. Comput. Hum. Interact., 2020
DeepFall: Non-Invasive Fall Detection with Deep Spatio-Temporal Convolutional Autoencoders.
J. Heal. Informatics Res., 2020
A review on video-based active and assisted living technologies for automated lifelogging.
Expert Syst. Appl., 2020
Towards A Framework of Detecting Mode Confusion in Automated Driving: Examples of Data from Older Drivers.
Proceedings of the Adjunct Proceedings of the 12th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2020
2019
Challenges in Collecting Big Data in A Clinical Environment with Vulnerable Population: Lessons Learned from A Study Using A Multi-modal Sensors Platform.
Sci. Eng. Ethics, 2019
Bootstrapping and multiple imputation ensemble approaches for classification problems.
J. Intell. Fuzzy Syst., 2019
Social Robots and Seniors: A Comparative Study on the Influence of Dynamic Social Features on Human-Robot Interaction.
Int. J. Soc. Robotics, 2019
Limitations and Biases in Facial Landmark Detection - An Empirical Study on Older Adults with Dementia.
CoRR, 2019
Algorithmic Bias in Clinical Populations - Evaluating and Improving Facial Analysis Technology in Older Adults With Dementia.
IEEE Access, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Limitations and Biases in Facial Landmark Detection D An Empirical Study on Older Adults with Dementia.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
Proceedings of the Adjunct Proceedings of the 11th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2019
2018
Zero-Effort Technologies: Considerations, Challenges, and Use in Health, Wellness, and Rehabilitation, Second Edition
Synthesis Lectures on Assistive, Rehabilitative, and Health-Preserving Technologies, Morgan & Claypool Publishers, ISBN: 978-3-031-01603-5, 2018
Aggressive and agitated behavior recognition from accelerometer data using non-negative matrix factorization.
J. Ambient Intell. Humaniz. Comput., 2018
CoRR, 2018
Proceedings of the 5th international Workshop on Sensor-based Activity Recognition and Interaction, 2018
Privacy-Aware and Acceptable Lifelogging services for older and frail people: the PAAL project.
Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018
Ballistocardiogram Based Identity Recognition: Towards Zero-Effort Health Monitoring in an Internet-of-Things (IoT) Environment.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Identifying the Factors Influencing Older Adults' Perceptions of Fully Automated Vehicles.
Proceedings of the Adjunct Proceedings of the 10th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2018
Infusing Domain Knowledge to Improve the Detection of Alzheimer's Disease from Everyday Motion Behaviour.
Proceedings of the Advances in Artificial Intelligence, 2018
2017
IEEE J. Biomed. Health Informatics, 2017
Unobtrusive Detection of Mild Cognitive Impairment in Older Adults Through Home Monitoring.
IEEE J. Biomed. Health Informatics, 2017
Feature-level combination of skeleton joints and body parts for accurate aggressive and agitated behavior recognition.
J. Ambient Intell. Humaniz. Comput., 2017
Intelligent wheelchair control strategies for older adults with cognitive impairment: user attitudes, needs, and preferences.
Auton. Robots, 2017
The toronto rehab stroke pose dataset to detect compensation during stroke rehabilitation therapy.
Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2017
Benefits of automatic human action recognition in an assistive system for people with dementia.
Proceedings of the IEEE Canada International Humanitarian Technology Conference, 2017
DAAD: A Framework for Detecting Agitation and Aggression in People Living with Dementia Using a Novel Multi-modal Sensor Network.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017
2016
J. Intell. Syst., 2016
Clustering home activity distributions for automatic detection of mild cognitive impairment in older adults.
J. Ambient Intell. Smart Environ., 2016
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2016
Analyzing drivers' affect for the design of intelligent wheelchairs for older adults with cognitive impairment.
Proceedings of the 10th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2016
Automated classification of pathological gait after stroke using ubiquitous sensing technology.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Comparative Analysis of Prominent Middleware Platforms in the Domain of Ambient Assisted Living (AAL) for an Older Adults with Dementia (OAwD) Scenario.
Proceedings of the 7th International Conference on Ambient Systems, 2016
2015
IEEE Trans. Biomed. Eng., 2015
Speech Interaction with Personal Assistive Robots Supporting Aging at Home for Individuals with Alzheimer's Disease.
ACM Trans. Access. Comput., 2015
Signal Process., 2015
Proceedings of the Inclusive Smart Cities and e-Health, 2015
Estimating in-home walking speed distributions for unobtrusive detection of mild cognitive impairment in older adults.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015
2014
Themes identified and lessons learned through the development of intelligent environments that support healthy well-being.
J. Ambient Intell. Smart Environ., 2014
Relational approach to knowledge engineering for POMDP-based assistance systems as a translation of a psychological model.
Int. J. Approx. Reason., 2014
Depth image hand tracking from an overhead perspective using partially labeled, unbalanced data: Development and real-world testing.
CoRR, 2014
Proceedings of the 5th Workshop on Speech and Language Processing for Assistive Technologies, 2014
Generalized Linear Models of home activity for automatic detection of mild cognitive impairment in older adults.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
IEEE J. Biomed. Health Informatics, 2013
IEEE Pervasive Comput., 2013
J. Ambient Intell. Smart Environ., 2013
The CARES corpus: a database of older adult actor simulated emergency dialogue for developing a personal emergency response system.
Int. J. Speech Technol., 2013
Video analysis for identifying human operation difficulties and faucet usability assessment.
Neurocomputing, 2013
Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, 2013
Towards the Development of a Haptic Simulator of Surgical Gestures in Orthopaedic Spine Surgery.
Proceedings of the Medicine Meets Virtual Reality 20 - NextMed, 2013
Development of a fuzzy logic based intelligent system for autonomous guidance of post-stroke rehabilitation exercise.
Proceedings of the IEEE 13th International Conference on Rehabilitation Robotics, 2013
Performance of daily activities by older adults with dementia: The role of an assistive robot.
Proceedings of the IEEE 13th International Conference on Rehabilitation Robotics, 2013
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013
2012
Ambient Assisted Living Technology to Support Older Adults with Dementia with Activities of Daily Living: Key Concepts and the State of the Art.
Proceedings of the Handbook of Ambient Assisted Living, 2012
People, sensors, decisions: Customizable and adaptive technologies for assistance in healthcare.
ACM Trans. Interact. Intell. Syst., 2012
Communication strategies for a computerized caregiver for individuals with Alzheimer's disease.
Proceedings of the Third Workshop on Speech and Language Processing for Assistive Technologies, 2012
Using participatory design to determine the needs of informal caregivers for smart home user interfaces.
Proceedings of the 6th International Conference on Pervasive Computing Technologies for Healthcare, 2012
An Intelligent Powered Wheelchair for Users with Dementia: Case Studies with NOAH (Navigation and Obstacle Avoidance Help).
Proceedings of the Artificial Intelligence for Gerontechnology, 2012
Proceedings of the Artificial Intelligence for Gerontechnology, 2012
Proceedings of the Artificial Intelligence for Gerontechnology, 2012
Proceedings of the 2012 Second International Conference on 3D Imaging, 2012
2011
Zero Effort Technologies: Considerations, Challenges, and Use in Health, Wellness, and Rehabilitation
Synthesis Lectures on Assistive, Rehabilitative, and Health-Preserving Technologies, Morgan & Claypool Publishers, ISBN: 978-3-031-01593-9, 2011
Development of a robotic device for upper limb stroke rehabilitation: A user-centered design approach.
Paladyn J. Behav. Robotics, 2011
Towards Aging-in-Place: Automatic Assessment of Product Usability for Older Adults with Dementia.
Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Navigation and obstacle avoidance help (NOAH) for older adults with cognitive impairment: a pilot study.
Proceedings of the 13th International ACM SIGACCESS Conference on Computers and Accessibility, 2011
2010
Automated handwashing assistance for persons with dementia using video and a partially observable Markov decision process.
Comput. Vis. Image Underst., 2010
Automatic segmentation of video to aid the study of faucet usability for older adults.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the Canadian Conference on Computer and Robot Vision, 2010
A tool to promote prolonged engagement in art therapy: design and development from arts therapist requirements.
Proceedings of the 12th International ACM SIGACCESS Conference on Computers and Accessibility, 2010
2009
Design and prototype of a device to engage cognitively disabled older adults in visual artwork.
Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments, 2009
Implementing Monitoring and Technological Interventions in Smart Homes for People with Dementia - Case Studies.
Proceedings of the Behaviour Monitoring and Interpretation - BMI, 2009
2008
NOAH for Wheelchair Users with Cognitive Impairment: Navigation and Obstacle Avoidance Help.
Proceedings of the AI in Eldercare: New Solutions to Old Problems, 2008
Automated Upper Extremity Rehabilitation for Stroke Patients Using a Partially Observable Markov Decision Process.
Proceedings of the AI in Eldercare: New Solutions to Old Problems, 2008
Proceedings of the AI in Eldercare: New Solutions to Old Problems, 2008
2007
Interactions, 2007
2006
A Planning System Based on Markov Decision Processes to Guide People With Dementia Through Activities of Daily Living.
IEEE Trans. Inf. Technol. Biomed., 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Proceedings of the Caring Machines: AI in Eldercare, 2005
2004
The use of computer vision in an intelligent environment to support aging-in-place, safety, and independence in the home.
IEEE Trans. Inf. Technol. Biomed., 2004