Shehroz S. Khan

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Amir AhmadAssociate Professor in College of Information Technology, United Arab Emirates UniversityVerified email at uaeu.ac.ae
Alex MihailidisProfessor, Department of Occupational Science & Occupational Therapy, University of TorontoVerified email at utoronto.ca
Jesse HoeyProfessor of Computer Science, University of WaterlooVerified email at cs.uwaterloo.ca
Michael G MaddenEstablished Professor of Computer Science, National University of Ireland GalwayVerified email at nuigalway.ie
Bing YeResearch Manager, IATSL, University of TorontoVerified email at utoronto.ca
Dana KulićProfessor, Monash UniversityVerified email at monash.edu
Dr.-Ing. Michelle KargContinental AGVerified email at continental-corporation.com
Babak TaatiScientist & Assistant Professor, KITE | Toronto Rehab - UHN & University of TorontoVerified email at uhn.ca
Andrea IaboniAssistant professor, Department of Psychiatry, University of TorontoVerified email at uhn.ca
Daniel VogelAssociate Professor, University of WaterlooVerified email at uwaterloo.ca
Andrew MonkEmeritus Professor University of York; Visiting Professor Newcastle UniversityVerified email at psych.york.ac.uk
Marek GrześLecturer, School of Computing, University of KentVerified email at kent.ac.uk
Dan JacksonSenior Research Associate, Newcastle Univeristy, UKVerified email at newcastle.ac.uk
Stephen CzarnuchAssistant Professor, Electrical and Computer Engineering/Emergency Medicine, Memorial UniversityVerified email at mun.ca
Ahmed AshrafAssistant Professor, Manitoba Learning and AI Research, Department of ECE, University of ManitobaVerified email at cmu.edu
Mallar ChakravartyDouglas Research Centre; McGill University Department of PsychiatryVerified email at mcgill.ca
Daniel LizotteAssistant Professor of Computer Science, University of Western OntarioVerified email at uwo.ca
Belkacem ChikhaouiAssistant professor, TELUQ University, MontrealVerified email at usherbrooke.ca
Abhinav DhallMonash University; IIT RoparVerified email at monash.edu
Vineet MehtaVerified email at iitrpr.ac.in

Shehroz S. Khan

Scientist, KITE, Toronto Rehabilitation Institute

Verified email at utoronto.ca - Homepage

Machine Learning One-class Classification Clustering Deep Learning Multimodal Sensors


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Cluster center initialization algorithm for K-means clustering SS Khan, A Ahmad Pattern recognition letters 25 (11), 1293-1302, 2004	788	2004
A survey of recent trends in one class classification SS Khan, MG Madden Irish Conference on Artificial Intelligence and Cognitive Science, 188-197, 2009	390	2009
One-class classification: taxonomy of study and review of techniques SS Khan, MG Madden The Knowledge Engineering Review 29 (3), 345-374, 2014	357	2014
Review of Fall Detection Techniques: A Data Availability Perspective SS Khan, J Hoey Medical Engineering & Physics 39, 12-22, 2017	141	2017
Cluster center initialization algorithm for K-modes clustering SS Khan, A Ahmad Expert Systems with Applications 40 (18), 7444-7456, 2013	105	2013
Survey of state-of-the-art mixed data clustering algorithms A Ahmad, SS Khan IEEE Access 7, 31883 - 31902, 2019	77	2019
Computation of Initial Modes for K-modes Clustering Algorithm Using Evidence Accumulation. SS Khan, S Kant IJCAI, 2784-2789, 2007	68	2007
Evaluating visual aesthetics in photographic portraiture SS Khan, D Vogel Proceedings of the Eighth Annual Symposium on Computational Aesthetics in …, 2012	61	2012
Detecting Unseen Falls from Wearable Devices using Channel-wise Ensemble of Autoencoders SS Khan, B Taati Expert Systems With Applications 87 (30), 280-290, 2017	52	2017
Towards the detection of unusual temporal events during activities using hmms SS Khan, ME Karg, J Hoey, D Kulic Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 1075-1084, 2012	48	2012
Detecting Agitation and Aggression in People with Dementia Using Sensors- A Systematic Review SS Khan, B Ye, B Taati, A Mihailidis Alzheimers & Dementia, 2018	39	2018
Detecting Falls with X-Factor Hidden Markov Models SS Khan, ME Karg, D Kulic, J Hoey Applied Soft Computing 55, 168-177, 2017	26	2017
Relational approach to knowledge engineering for POMDP-based assistance systems as a translation of a psychological model M Grześ, J Hoey, SS Khan, A Mihailidis, S Czarnuch, D Jackson, A Monk International Journal of Approximate Reasoning 55 (1), 36-58, 2014	26*	2014
Relationship between Variants of One-Class Nearest Neighbours and Creating their Accurate Ensembles SS Khan, A Ahmad IEEE Transactions on Knowledge and Data Engineering, 2018	17	2018
X-Factor HMMs for detecting falls in the absence of fall-specific training data SS Khan, ME Karg, D Kulic, J Hoey 6th International Work-conference on Ambient Assisted Living (IWAAL 2014 …, 2014	17	2014
New similarity metrics for Raman spectroscopy SS Khan, MG Madden Chemometrics and Intelligent Laboratory Systems 114, 99-108, 2012	16	2012
DeepFall--Non-invasive Fall Detection with Deep Spatio-Temporal Convolutional Autoencoders J Nogas, SS Khan, A Mihailidis Journal of Health Informatics Research 4, 50-70, 2020	15	2020
Fall Detection from Thermal Camera Using Convolutional LSTM Autoencoder J Nogas, SS Khan, A Mihailidis 2nd Workshop on AI for Aging, Rehabilitation and Independent Assisted Living …, 2018	15	2018
Spatiotemporal Clustering : A Review MY Ansari, A Amhad, SS Khan, G Bhushan, Mainuddin Artificial Intelligence Review 53, 2381–2423, 2020	14	2020
Computing initial points using density based multiscale data condensation for clustering categorical data SS Khan, A Ahmad 2nd International Conference on Applied Artificial Intelligence, ICAAI 3, 2003	14	2003

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