Echo State Network for Occupancy Prediction and Pattern Mining in Intelligent Environments. - Sawsan M. Mahmoud; Ahmad Lotfi; Nasser Sherkat; Caroline S. Langensiepen; Taha Osman (Intelligent Environments, 2009)

Occupancy Pattern Extraction and Prediction in an Inhabited Intelligent Environment Using NARX Networks. - Sawsan M. Mahmoud; Ahmad Lotfi; Caroline S. Langensiepen (Intelligent Environments, 2010)

Behavioural Pattern Identification in a Smart Home Using Binary Similarity and Dissimilarity Measures. - Sawsan M. Mahmoud; Ahmad Lotfi; Caroline S. Langensiepen (Intelligent Environments, 2011)

Abnormal behaviours identification for an elder's life activities using dissimilarity measurements. - Sawsan M. Mahmoud; Ahmad Lotfi; Caroline S. Langensiepen (PETRA, 2011)

Trend Modelling of Elderly Lifestyle within an Occupancy Simulator. - Sawsan M. Mahmoud; Mohammad Javad Akhlaghinia; Ahmad Lotfi; Caroline S. Langensiepen (UKSim, 2011)

User activities outlier detection system using principal component analysis and fuzzy rule-based system. - Sawsan M. Mahmoud; Ahmad Lotfi; Caroline S. Langensiepen (PETRA, 2012)

Smart homes for the elderly dementia sufferers: identification and prediction of abnormal behaviour. - Ahmad Lotfi; Caroline S. Langensiepen; Sawsan M. Mahmoud; Mohammad Javad Akhlaghinia (J. Ambient Intell. Humaniz. Comput., 2012)

Utilising Semantic Technologies for Decision Support in Dementia Care. - Taha Osman; Suganth Rmaswamy; Sawsan M. Mahmoud; Mahmoud Saeed (UKSim, 2013)

Behavioural pattern identification and prediction in intelligent environments. - Sawsan M. Mahmoud; Ahmad Lotfi; Caroline S. Langensiepen (Appl. Soft Comput., 2013)

User Activities Outliers Detection; Integration of Statistical and Computational Intelligence Techniques. - Sawsan M. Mahmoud; Ahmad Lotfi; Caroline S. Langensiepen (Comput. Intell., 2016)