Adaptive neuro-fuzzy system for hemodialysis treatment process /
Ahmad Taher Saleh Azar
Adaptive neuro-fuzzy system for hemodialysis treatment process / نظام عصبى مبهم لعملية معالجة الغسيل الكلوى Ahmad Taher Saleh Azar ; Supervised Ahmed Hisham Kandil , Khaled M. A. Wahba , Ahmed M. Elgarhy - Cairo : Ahmad Taher Saleh Azar , 2009 - 373 P. : plans ; 30cm
Thesis (Ph.D.) - Cairo University - Faculty of Engineering - Department of System and Biomedical Engineering
This thesis targets the task of predictive modeling and focuses on the adaptive neuro-fuzzy system for predictive modeling of dialysis variables. The aim is to extract models from data that not only have the required performance, but are also relatively interpretable. A novel automatic modeling methodology is developed, which supports both accurate prediction and interpretability in order to avoid blood urea samples during dialysis session
Artificial neural networks Fuzzy logic Neuro-fuzzy systems
Adaptive neuro-fuzzy system for hemodialysis treatment process / نظام عصبى مبهم لعملية معالجة الغسيل الكلوى Ahmad Taher Saleh Azar ; Supervised Ahmed Hisham Kandil , Khaled M. A. Wahba , Ahmed M. Elgarhy - Cairo : Ahmad Taher Saleh Azar , 2009 - 373 P. : plans ; 30cm
Thesis (Ph.D.) - Cairo University - Faculty of Engineering - Department of System and Biomedical Engineering
This thesis targets the task of predictive modeling and focuses on the adaptive neuro-fuzzy system for predictive modeling of dialysis variables. The aim is to extract models from data that not only have the required performance, but are also relatively interpretable. A novel automatic modeling methodology is developed, which supports both accurate prediction and interpretability in order to avoid blood urea samples during dialysis session
Artificial neural networks Fuzzy logic Neuro-fuzzy systems