TY - BOOK AU - Maafer Mansour Hazaa AU - Reda Elkhoribi , TI - Fingerprinting Indoor Localizaion / PY - 2014/// CY - Cairo : PB - Maafer Mansour Hazaa , KW - Classification and regression tree (CART) KW - Fingerprinting KW - K-Nearest Neighbor (KNN) N1 - Thesis (M.Sc.) - Cairo University - Faculty of Computers and Information - Department of Information Technology; Issued also as CD N2 - This thesis focuses on Wi-Fi location fingerprinting based indoor positioning with the aim of enhancing the performance of estimated location of a mobile user, without demanding a larger radio map with additional signal strength measurements in more locations. For this purpose, two proposed methods are developed in fingerprinting various mobile devices. The first proposed method is a hybrid of KNN- CART and the other called bagging trees method. The proposed methods are compared to previously introduced methods UR - http://172.23.153.220/th.pdf ER -