Smart homes for the elderly dementia sufferers: identification and prediction of abnormal behaviour A Lotfi, C Langensiepen, SM Mahmoud, MJ Akhlaghinia Journal of ambient intelligence and humanized computing 3 (3), 205-218, 2012 | 346 | 2012 |
Behavioural pattern identification and prediction in intelligent environments S Mahmoud, A Lotfi, C Langensiepen Applied Soft Computing 13 (4), 1813-1822, 2013 | 120 | 2013 |
Abnormal behaviours identification for an elder's life activities using dissimilarity measurements SM Mahmoud, A Lotfi, C Langensiepen Proceedings of the 4th International Conference on PErvasive Technologies …, 2011 | 40 | 2011 |
User activities outliers detection; integration of statistical and computational intelligence techniques S Mahmoud, A Lotfi, C Langensiepen Computational Intelligence 32 (1), 49-71, 2016 | 33 | 2016 |
User activities outlier detection system using principal component analysis and fuzzy rule-based system SM Mahmoud, A Lotfi, C Langensiepen Proceedings of the 5th International Conference on PErvasive Technologies …, 2012 | 25 | 2012 |
Behavioural pattern identification in a smart home using binary similarity and dissimilarity measures SM Mahmoud, A Lotfi, C Langensiepen 2011 Seventh International Conference on Intelligent Environments, 55-60, 2011 | 20 | 2011 |
Trend modelling of elderly lifestyle within an occupancy simulator SM Mahmoud, MJ Akhlaghinia, A Lotfi, C Langensiepen 2011 UkSim 13th International Conference on Computer Modelling and …, 2011 | 14 | 2011 |
Deep learning model for thorax diseases detection GA Shadeed, MA Tawfeeq, SM Mahmoud Telkomnika 18 (1), 441-449, 2020 | 13 | 2020 |
Monitoring and detecting outliers for elder's life activities in a smart home: A case study SM Mahmoud, HA Alabbasi, TE Abdulabbas 2017 E-Health and Bioengineering Conference (EHB), 458-461, 2017 | 12 | 2017 |
Identification and Prediction of Abnormal Behaviour Activities of Daily Living in Intelligent Environments SM MAHMOUD Nottingham Trent University, 2012 | 12 | 2012 |
A comparative analysis of automatic deep neural networks for image retrieval. HA Al-Jubouri, SM Mahmmod Telkomnika 19 (3), 2021 | 11 | 2021 |
Occupancy Pattern Extraction and Prediction in an Inhabited Intelligent Environment using NARX Networks SM Mahmoud, A Lotfi, C Langensiepen Intelligent Environments (IE), 2010 Sixth International Conference on, 58-63, 2010 | 9 | 2010 |
Echo state network for occupancy prediction and pattern mining in intelligent environment SM Mahmoud, A Lotfi, N Sherkat, C Langensiepen, T Osman IOS Press, 2009 | 8 | 2009 |
Overlapped Hierarchical Clusters Routing Protocol for Improving Quality of Service HF Jassim, MA Tawfiq, SM Mahmoud TELKOMNIKA Telecommunication, Computing, Electronics and Control 19 (3), 2021 | 7 | 2021 |
Automatic Medical Images Segmentation Based on Deep Learning Networks GA Shadeed, MA Tawfeeq, SM Mahmoud IOP Conference Series: Materials Science and Engineering 870 (1), 012117, 2020 | 7 | 2020 |
Analysis of large set of images using MapReduce framework SM Mahmoud, RS Habeeb International Journal of Modern Education and Computer Science 11 (12), 47, 2019 | 7 | 2019 |
High Rate Outlier Detection in Wireless Sensor Networks: A Comparative Study HH Shia, MA Tawfeeq, SM Mahmoud I.J. Modern Education and Computer Science 4, 13-22, 2019 | 6 | 2019 |
Utilising semantic technologies for decision support in dementia care T Osman, S Rmaswamy, S Mahmoud, M Saeed 2013 UKSim 15th International Conference on Computer Modelling and …, 2013 | 4 | 2013 |
Diagnosing Thorax Diseases using Deep Learning Models SMM Ghada A. Shadeed, Mohammed A. Tawfeeq Journal of Engineering and sustainable Development 24 (special Issue 2020 …, 2020 | 3 | 2020 |
Multiple mapreduce functions for health care monitoring in a smart environment SM Mahmoud, TE Abdulabbas 2017 E-Health and Bioengineering Conference (EHB), 507-510, 2017 | 2 | 2017 |