Alex Mihailidis

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 66

Top Venues

CoRR

EMBC

IEEE Access

J. Ambient Intell. Humaniz. Comput.

Publications

Shabnam Haghzare, Jennifer L. Campos, Alex Mihailidis
Classifying Older Drivers' Gaze Behaviour during Automated versus Non-Automated Driving: A Preliminary Step towards Detecting Mode Confusion. Int. J. Hum. Comput. Interact. 40 (2) (2024)
Pratik K. Mishra, Alex Mihailidis, Shehroz S. Khan
Skeletal Video Anomaly Detection Using Deep Learning: Survey, Challenges, and Future Directions. IEEE Trans. Emerg. Top. Comput. Intell. 8 (2) (2024)
Shehroz S. Khan, Pratik K. Mishra, Bing Ye, Kristine Newman, Andrea Iaboni, Alex Mihailidis
Empirical Thresholding on Spatio-Temporal Autoencoders Trained on Surveillance Videos in a Dementia Care Unit. CRV (2023)
Zhidong Meng, Andrea Iaboni, Bing Ye, Kristine Newman, Alex Mihailidis, Zhihong Deng, Shehroz S. Khan
Undersampling and Cumulative Class Re-decision Methods to Improve Detection of Agitation in People with Dementia. CoRR (2023)
Andrew Garrett Kurbis, Dmytro Kuzmenko, Bogdan Ivanyuk-Skulskiy, Alex Mihailidis, Brokoslaw Laschowski
StairNet: Visual Recognition of Stairs for Human-Robot Locomotion. CoRR (2023)
Pratik K. Mishra, Alex Mihailidis, Shehroz S. Khan
Skeletal Video Anomaly Detection using Deep Learning: Survey, Challenges and Future Directions. CoRR (2023)
Mahboobeh Parsapoor, Muhammad Raisul Alam, Alex Mihailidis
Performance of machine learning algorithms for dementia assessment: impacts of language tasks, recording media, and modalities. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Zeqiang Zhu, Yan Fu, Weiming Shen, Alex Mihailidis, Shun Liu, Wenshuang Zhou, Zhaohui Huang
CBASH: A CareBot-Assisted Smart Home System Architecture to Support Aging-in-Place. IEEE Access 11 (2023)
Stefan Denkovski, Shehroz S. Khan, Alex Mihailidis
Temporal Shift - Multi-Objective Loss Function for Improved Anomaly Fall Detection. CoRR (2023)
Dmytro Kuzmenko, Oleksii Tsepa, Andrew Garrett Kurbis, Alex Mihailidis, Brokoslaw Laschowski
Efficient Visual Perception of Human-Robot Walking Environments Using Semi-Supervised Learning. IROS (2023)
Oleksii Tsepa, Roman Burakov, Brokoslaw Laschowski, Alex Mihailidis
Continuous Prediction of Leg Kinematics during Walking using Inertial Sensors, Smart Glasses, and Embedded Computing. ICRA (2023)
Stefan Denkovski, Shehroz S. Khan, Alex Mihailidis
Temporal Shift - Multi-Objective Loss Function for Improved Anomaly Fall Detection. ACML (2023)
Wiktoria Wilkowska, Julia Offermann, Liane Colonna, Francisco Flórez Revuelta, Pau Climent-Pérez, Alex Mihailidis, Angelica Poli, Susanna Spinsante, Martina Ziefle
Interdisciplinary perspectives on privacy awareness in lifelogging technology development. J. Ambient Intell. Humaniz. Comput. 14 (3) (2023)
Abeer A. Badawi, Khalid Elgazzar, Bing Ye, Kristine Newman, Alex Mihailidis, Andrea Iaboni, Shehroz S. Khan
Investigating Multimodal Sensor Features Importance to Detect Agitation in People with Dementia. CCECE (2023)
Andrew Garrett Kurbis, Brokoslaw Laschowski, Alex Mihailidis
Stair Recognition for Robotic Exoskeleton Control using Computer Vision and Deep Learning. ICORR (2022)
Mahboobeh Parsapoor, Muhammad Raisul Alam, Alex Mihailidis
AI-powered Language Assessment Tools for Dementia. CoRR (2022)
Pratik K. Mishra, Andrea Iaboni, Bing Ye, Kristine Newman, Alex Mihailidis, Shehroz S. Khan
Privacy-Protecting Behaviours of Risk Detection in People with Dementia using Videos. CoRR (2022)
Stefan Denkovski, Shehroz S. Khan, Brandon Malamis, Sae Young Moon, Bing Ye, Alex Mihailidis
Multi Visual Modality Fall Detection Dataset. CoRR (2022)
Brokoslaw Laschowski, Keaton A. Inkol, Alex Mihailidis, John McPhee
Simulation of Energy Regeneration in Human Locomotion for Efficient Exoskeleton Actuation. BioRob (2022)
Stefan Denkovski, Shehroz S. Khan, Brandon Malamis, Sae Young Moon, Bing Ye, Alex Mihailidis
Multi Visual Modality Fall Detection Dataset. IEEE Access 10 (2022)
Shehroz S. Khan, Pratik K. Mishra, Nizwa Javed, Bing Ye, Kristine Newman, Alex Mihailidis, Andrea Iaboni
Unsupervised Deep Learning to Detect Agitation From Videos in People With Dementia. IEEE Access 10 (2022)
Chao Bian, Bing Ye, Alex Mihailidis
The Development and Concurrent Validity of a Multi-Sensor-Based Frailty Toolkit for In-Home Frailty Assessment. Sensors 22 (9) (2022)
Sofija Spasojevic, Antenor Rodrigues, Kimia Mahdaviani, W. Darlene Reid, Alex Mihailidis, Shehroz S. Khan
Onset and Offset Detection of Respiratory EMG Data Based on Energy Operator Signal. EMBC (2021)
Shehroz S. Khan, Thaejaesh Sooriyakumaran, Richard K. Brewer, Sofija Spasojevic, Bing Ye, Kristine Newman, Andrea Iaboni, Alex Mihailidis
Tracking agitation in people living with dementia in a care environment. Canadian Conference on AI (2021)
Shehroz S. Khan, Thaejaesh Sooriyakumaran, Katherine Rich, Sofija Spasojevic, Bing Ye, Kristine Newman, Andrea Iaboni, Alex Mihailidis
Tracking agitation in people living with dementia in a care environment. CoRR (2021)
Shehroz S. Khan, Jacob Nogas, Alex Mihailidis
Spatio-temporal adversarial learning for detecting unseen falls. Pattern Anal. Appl. 24 (1) (2021)
Alex Mihailidis
Technology and Aging: Supporting our Current and Future Selves. ICT4AWE (2021)
Isaac S. Chang, Jennifer Boger, Susanna Mak, Sherry L. Grace, Amaya Arcelus, Caroline Chessex, Alex Mihailidis
Load Distribution Analysis for Weight and Ballistocardiogram Measurements of Heart Failure Patients using a Bed Scale. EMBC (2021)
Sofija Spasojevic, Jacob Nogas, Andrea Iaboni, Bing Ye, Alex Mihailidis, A. Wang, S. J. Li, Lori Schindel Martin, Kristine Newman, Shehroz S. Khan
A Pilot Study to Detect Agitation in People Living with Dementia Using Multi-Modal Sensors. J. Heal. Informatics Res. 5 (3) (2021)
Amy S. Hwang, Piper J. Jackson, Andrew Sixsmith, Louise Nygård, Arlene Astell, Khai N. Truong, Alex Mihailidis
Exploring How Persons with Dementia and Care Partners Collaboratively Appropriate Information and Communication Technologies. ACM Trans. Comput. Hum. Interact. 27 (6) (2020)
Pau Climent-Pérez, Susanna Spinsante, Alex Mihailidis, Francisco Flórez-Revuelta
A review on video-based active and assisted living technologies for automated lifelogging. Expert Syst. Appl. 139 (2020)
Jacob Nogas, Shehroz S. Khan, Alex Mihailidis
DeepFall: Non-Invasive Fall Detection with Deep Spatio-Temporal Convolutional Autoencoders. J. Heal. Informatics Res. 4 (1) (2020)
Shabnam Haghzare, Jennifer L. Campos, Alex Mihailidis
Towards A Framework of Detecting Mode Confusion in Automated Driving: Examples of Data from Older Drivers. AutomotiveUI (adjunct) (2020)
Babak Taati, Shun Zhao, Ahmed Bilal Ashraf, Azin Asgarian, M. Erin Browne, Kenneth M. Prkachin, Alex Mihailidis, Thomas Hadjistavropoulos
Algorithmic Bias in Clinical Populations - Evaluating and Improving Facial Analysis Technology in Older Adults With Dementia. IEEE Access 7 (2019)
Shehroz S. Khan, Jacob Nogas, Alex Mihailidis
Spatio-Temporal Adversarial Learning for Detecting Unseen Falls. CoRR (2019)
Bing Ye, Shehroz S. Khan, Belkacem Chikhaoui, Andrea Iaboni, Lori Schindel Martin, Kristine Newman, Angel He Wang, Alex Mihailidis
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 25 (5) (2019)
Shehroz S. Khan, Amir Ahmad, Alex Mihailidis
Bootstrapping and multiple imputation ensemble approaches for classification problems. J. Intell. Fuzzy Syst. 37 (6) (2019)
Shabnam Haghzare, Katherine Bak, Jennifer L. Campos, Alex Mihailidis
Factors influencing older adults' acceptance of fully automated vehicles. AutomotiveUI (adjunct) (2019)
Shehroz S. Khan, Sofija Spasojevic, Jacob Nogas, Bing Ye, Alex Mihailidis, Andrea Iaboni, Angel He Wang, Lori Schindel Martin, Kristine Newman
Agitation Detection in People Living with Dementia using Multimodal Sensors. EMBC (2019)
Christina Moro, Shayne Lin, Goldie Nejat, Alex Mihailidis
Social Robots and Seniors: A Comparative Study on the Influence of Dynamic Social Features on Human-Robot Interaction. Int. J. Soc. Robotics 11 (1) (2019)
Azin Asgarian, Shun Zhao, Ahmed Bilal Ashraf, M. Erin Browne, Kenneth M. Prkachin, Alex Mihailidis, Thomas Hadjistavropoulos, Babak Taati
Limitations and Biases in Facial Landmark Detection - An Empirical Study on Older Adults with Dementia. CoRR (2019)
Azin Asgarian, Shun Zhao, Ahmed Bilal Ashraf, M. Erin Browne, Kenneth M. Prkachin, Alex Mihailidis, Thomas Hadjistavropoulos, Babak Taati
Limitations and Biases in Facial Landmark Detection D An Empirical Study on Older Adults with Dementia. CVPR Workshops (2019)
Jacob Nogas, Shehroz S. Khan, Alex Mihailidis
DeepFall - Non-invasive Fall Detection with Deep Spatio-Temporal Convolutional Autoencoders. CoRR (2018)
Abdul Q. Javaid, Isaac S. Chang, Alex Mihailidis
Ballistocardiogram Based Identity Recognition: Towards Zero-Effort Health Monitoring in an Internet-of-Things (IoT) Environment. EMBC (2018)
Shabnam Haghzare, Jennifer L. Campos, Alex Mihailidis
Identifying the Factors Influencing Older Adults' Perceptions of Fully Automated Vehicles. AutomotiveUI (adjunct) (2018)
Belkacem Chikhaoui, Bing Ye, Alex Mihailidis
Aggressive and agitated behavior recognition from accelerometer data using non-negative matrix factorization. J. Ambient Intell. Humaniz. Comput. 9 (5) (2018)
Narges Armanfard, Majid Komeili, Alex Mihailidis
Development of a Smart Home-Based Package for Unobtrusive Physiological Monitoring. EMBC (2018)
Alex Mihailidis
We all want to remain in our own homes ... iWOAR (2018)
Christina Moro, Goldie Nejat, Alex Mihailidis
Learning and Personalizing Socially Assistive Robot Behaviors to Aid with Activities of Daily Living. ACM Trans. Hum. Robot Interact. 7 (2) (2018)
Francisco Flórez-Revuelta, Alex Mihailidis, Martina Ziefle, Liane Colonna, Susanna Spinsante
Privacy-Aware and Acceptable Lifelogging services for older and frail people: the PAAL project. ICCE-Berlin (2018)
Shehroz S. Khan, Amir Ahmad, Alex Mihailidis
Bootstrapping and Multiple Imputation Ensemble Approaches for Missing Data. CoRR (2018)
Chao Bian, Shehroz S. Khan, Alex Mihailidis
Infusing Domain Knowledge to Improve the Detection of Alzheimer's Disease from Everyday Motion Behaviour. Canadian Conference on AI (2018)
Shehroz S. Khan, Tong Zhu, Bing Ye, Alex Mihailidis, Andrea Iaboni, Kristine Newman, Angel He Wang, Lori Schindel Martin
DAAD: A Framework for Detecting Agitation and Aggression in People Living with Dementia Using a Novel Multi-modal Sensor Network. ICDM Workshops (2017)
Emilie M. D. Jean-Baptiste, Alex Mihailidis
Benefits of automatic human action recognition in an assistive system for people with dementia. IHTC (2017)
Ahmad Akl, Jasper Snoek, Alex Mihailidis
Unobtrusive Detection of Mild Cognitive Impairment in Older Adults Through Home Monitoring. IEEE J. Biomed. Health Informatics 21 (2) (2017)
Pooja Viswanathan, Ellen P. Zambalde, Geneviève Foley, Julianne L. Graham, Rosalie Wang, Bikram Adhikari, Alan K. Mackworth, Alex Mihailidis, William C. Miller, Ian M. Mitchell
Intelligent wheelchair control strategies for older adults with cognitive impairment: user attitudes, needs, and preferences. Auton. Robots 41 (3) (2017)
Elham Dolatabadi, Avril Mansfield, Kara K. Patterson, Babak Taati, Alex Mihailidis
Mixture-Model Clustering of Pathological Gait Patterns. IEEE J. Biomed. Health Informatics 21 (5) (2017)
Elham Dolatabadi, Ying Xuan Zhi, Bing Ye, Marge M. Coahran, Giorgia Lupinacci, Alex Mihailidis, Rosalie Wang, Babak Taati
The toronto rehab stroke pose dataset to detect compensation during stroke rehabilitation therapy. PervasiveHealth (2017)
Belkacem Chikhaoui, Bing Ye, Alex Mihailidis
Feature-level combination of skeleton joints and body parts for accurate aggressive and agitated behavior recognition. J. Ambient Intell. Humaniz. Comput. 8 (6) (2017)
Elham Dolatabadi, Babak Taati, Alex Mihailidis
Automated classification of pathological gait after stroke using ubiquitous sensing technology. EMBC (2016)
Amy S. Hwang, Khai N. Truong, Alex Mihailidis
Expanding design possibilities for life with dementia. Interactions 23 (3) (2016)
Rajjeet Phull, Ramiro Liscano, Alex Mihailidis
Comparative Analysis of Prominent Middleware Platforms in the Domain of Ambient Assisted Living (AAL) for an Older Adults with Dementia (OAwD) Scenario. ANT/SEIT (2016)
Belkacem Chikhaoui, Bing Ye, Alex Mihailidis
Ensemble Learning-Based Algorithms for Aggressive and Agitated Behavior Recognition. UCAmI (2) (2016)
Stephanie Blackman, Claudine Matlo, Charisse Bobrovitskiy, Ashley Waldoch, Mei Lan Fang, Piper J. Jackson, Alex Mihailidis, Louise Nygård, Arlene Astell, Andrew Sixsmith
Ambient Assisted Living Technologies for Aging Well: A Scoping Review. J. Intell. Syst. 25 (1) (2016)
Ahmad Akl, Belkacem Chikhaoui, Nora Mattek, Jeffrey A. Kaye, Daniel Austin, Alex Mihailidis
Clustering home activity distributions for automatic detection of mild cognitive impairment in older adults. J. Ambient Intell. Smart Environ. 8 (4) (2016)
Geneviève Foley, Pooja Viswanathan, Ellen P. Zambalde, Alex Mihailidis
Analyzing drivers' affect for the design of intelligent wheelchairs for older adults with cognitive impairment. PervasiveHealth (2016)
Ahmad Akl, Alex Mihailidis
Estimating in-home walking speed distributions for unobtrusive detection of mild cognitive impairment in older adults. EMBC (2015)
Piper J. Jackson, Judith Sixsmith, Alex Mihailidis, Andrew Sixsmith
Perspectives on Collaboration in Technology Innovation for Ageing. ICOST (2015)
Frank Rudzicz, Rosalie Wang, Momotaz Begum, Alex Mihailidis
Speech Interaction with Personal Assistive Robots Supporting Aging at Home for Individuals with Alzheimer's Disease. ACM Trans. Access. Comput. 7 (2) (2015)
Peng Dai, Frank Rudzicz, Ing Yann Soon, Alex Mihailidis, Huijun Ding
2D Psychoacoustic modeling of equivalent masking for automatic speech recognition. Signal Process. 115 (2015)
Sarah Mennicken, Amy S. Hwang, Rayoung Yang, Jesse Hoey, Alex Mihailidis, Elaine M. Huang
Smart for Life: Designing Smart Home Technologies that Evolve with Users. CHI Extended Abstracts (2015)
Ahmad Akl, Babak Taati, Alex Mihailidis
Autonomous Unobtrusive Detection of Mild Cognitive Impairment in Older Adults. IEEE Trans. Biomed. Eng. 62 (5) (2015)
Marek Grzes, Jesse Hoey, Shehroz S. Khan, Alex Mihailidis, Stephen Czarnuch, Daniel Jackson, Andrew Monk
Relational approach to knowledge engineering for POMDP-based assistance systems as a translation of a psychological model. Int. J. Approx. Reason. 55 (1) (2014)
Stephen Czarnuch, Alex Mihailidis
Depth image hand tracking from an overhead perspective using partially labeled, unbalanced data: Development and real-world testing. CoRR (2014)
Jennifer Boger, Amaya Arcelus, Alex Mihailidis
Themes identified and lessons learned through the development of intelligent environments that support healthy well-being. J. Ambient Intell. Smart Environ. 6 (2) (2014)
Ahmad Akl, Jasper Snoek, Alex Mihailidis
Generalized Linear Models of home activity for automatic detection of mild cognitive impairment in older adults. EMBC (2014)
Frank Rudzicz, Rosalie Wang, Momotaz Begum, Alex Mihailidis
Speech recognition in Alzheimer's disease with personal assistive robots. SLPAT@ACL (2014)
Babak Taati, Jasper Snoek, Alex Mihailidis
Video analysis for identifying human operation difficulties and faucet usability assessment. Neurocomputing 100 (2013)
James Yungjen Tung, Heather Snyder, Jesse Hoey, Alex Mihailidis, Maria Carrillo, Jesús Favela
Everyday Patient-Care Technologies for Alzheimer's Disease. IEEE Pervasive Comput. 12 (4) (2013)
Tuck-Voon How, Justin Chee, Eric Wan, Alex Mihailidis
MyWalk: A mobile app for gait asymmetry rehabilitation in the community. PervasiveHealth (2013)
Stephen Czarnuch, Sharon Cohen, Varakini Parameswaran, Alex Mihailidis
A real-world deployment of the COACH prompting system. J. Ambient Intell. Smart Environ. 5 (5) (2013)
Amaya Arcelus, Mohammed Sardar, Alex Mihailidis
Design of a capacitive ECG sensor for unobtrusive heart rate measurements. I2MTC (2013)
Momotaz Begum, Rosalie Wang, Rajibul Huq, Alex Mihailidis
Performance of daily activities by older adults with dementia: The role of an assistive robot. ICORR (2013)
Victoria Young, Alex Mihailidis
The CARES corpus: a database of older adult actor simulated emergency dialogue for developing a personal emergency response system. Int. J. Speech Technol. 16 (1) (2013)
Regina Leung, Reinhard Zeller, Kevin Walker, Kevin Krauel, Alex Mihailidis, Anne M. Agur, Heather Carnahan, David Wang, Karl Zabjek
Towards the Development of a Haptic Simulator of Surgical Gestures in Orthopaedic Spine Surgery. MMVR (2013)
Rajibul Huq, Rosalie Wang, Elaine C. Lu, Debbié Hebert, Hervé Lacheray, Alex Mihailidis
Development of a fuzzy logic based intelligent system for autonomous guidance of post-stroke rehabilitation exercise. ICORR (2013)
Parisa Rashidi, Alex Mihailidis
A Survey on Ambient-Assisted Living Tools for Older Adults. IEEE J. Biomed. Health Informatics 17 (3) (2013)
Gemma S. Parra-Dominguez, Babak Taati, Alex Mihailidis
3D Human Motion Analysis to Detect Abnormal Events on Stairs. 3DIMPVT (2012)
Amy S. Hwang, Khai N. Truong, Alex Mihailidis
Using participatory design to determine the needs of informal caregivers for smart home user interfaces. PervasiveHealth (2012)
Yulia Eskin, Alex Mihailidis
An Intelligent Nutritional Assessment System. AAAI Fall Symposium: Artificial Intelligence for Gerontechnology (2012)
Jasper Snoek, Babak Taati, Alex Mihailidis
An Automated Machine Learning Approach Applied to Robotic Stroke Rehabilitation. AAAI Fall Symposium: Artificial Intelligence for Gerontechnology (2012)
Pooja Viswanathan, James J. Little, Alan K. Mackworth, Alex Mihailidis
An Intelligent Powered Wheelchair for Users with Dementia: Case Studies with NOAH (Navigation and Obstacle Avoidance Help). AAAI Fall Symposium: Artificial Intelligence for Gerontechnology (2012)
Frank Rudzicz, Rozanne Wilson, Alex Mihailidis, Elizabeth Rochon, Carol Leonard
Communication strategies for a computerized caregiver for individuals with Alzheimer's disease. SLPAT@HLT-NAACL (2012)
Jesse Hoey, Craig Boutilier, Pascal Poupart, Patrick Olivier, Andrew Monk, Alex Mihailidis
People, sensors, decisions: Customizable and adaptive technologies for assistance in healthcare. ACM Trans. Interact. Intell. Syst. 2 (4) (2012)
Marek Grzes, Jesse Hoey, Shehroz S. Khan, Alex Mihailidis, Stephen Czarnuch, Daniel Jackson, Andrew Monk
Relational Approach to Knowledge Engineering for POMDP-based Assistance Systems as a Translation of a Psychological Model CoRR (2012)
Diane J. Cook, Narayanan Chatapuram Krishnan, Parisa Rashidi, Marjorie Skubic, Alex Mihailidis
Preface. AAAI Fall Symposium: Artificial Intelligence for Gerontechnology (2012)
Elaine C. Lu, Rosalie Wang, Rajibul Huq, Don Gardner, Paul Karam, Karl Zabjek, Debbié Hebert, Jennifer Boger, Alex Mihailidis
Development of a robotic device for upper limb stroke rehabilitation: A user-centered design approach. Paladyn J. Behav. Robotics 2 (4) (2011)
Michael Belshaw, Babak Taati, Jasper Snoek, Alex Mihailidis
Towards a single sensor passive solution for automated fall detection. EMBC (2011)
Babak Taati, Jasper Snoek, Alex Mihailidis
Towards Aging-in-Place: Automatic Assessment of Product Usability for Older Adults with Dementia. HISB (2011)
Pooja Viswanathan, James J. Little, Alan K. Mackworth, Alex Mihailidis
Navigation and obstacle avoidance help (NOAH) for older adults with cognitive impairment: a pilot study. ASSETS (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alex Mihailidis