Case-base maintenance of a personalised and adaptive CBR bolus insulin recommender system for type 1 diabetes

F Torrent-Fontbona, J Massana, B López - Expert Systems with Applications, 2019 - Elsevier
People with type 1 diabetes must control their blood glucose level through insulin infusion
either with several daily injections or with an insulin pump. However, estimating the required …

Personalized adaptive CBR bolus recommender system for type 1 diabetes

F Torrent-Fontbona, B López - IEEE journal of biomedical and …, 2018 - ieeexplore.ieee.org
Type 1 diabetes mellitus (T1DM) is a chronic disease. Those who have it must administer
themselves with insulin to control their blood glucose level. It is difficult to estimate the …

Adaptive basal insulin recommender system based on Kalman filter for type 1 diabetes

F Torrent-Fontbona - Expert Systems with Applications, 2018 - Elsevier
Type 1 diabetes mellitus is a chronic disease that requires those affected to self-administer
insulin to control their blood glucose level. However, the estimation of the correct insulin …

Advanced insulin bolus advisor based on run-to-run control and case-based reasoning

P Herrero, P Pesl, M Reddy, N Oliver… - IEEE journal of …, 2014 - ieeexplore.ieee.org
This paper presents an advanced insulin bolus advisor for people with diabetes on multiple
daily injections or insulin pump therapy. The proposed system, which runs on a smartphone …

Flexible bolus insulin intelligent recommender system for diabetes mellitus using mutated kalman filtering techniques

P Nagaraj, V Muneeswaran, R Sabik Ali… - Congress on Intelligent …, 2021 - Springer
Diabetes mellitus is a chronic disease that is affected due to the lack of self-
control/generated insulin for blood glucose levels. There exists common insulin dosage to …

An advanced bolus calculator for type 1 diabetes: system architecture and usability results

P Pesl, P Herrero, M Reddy, M Xenou… - IEEE journal of …, 2015 - ieeexplore.ieee.org
This paper presents the architecture and initial usability results of an advanced insulin bolus
calculator for diabetes (ABC4D), which provides personalized insulin recommendations for …

Case-based recommender systems: A unifying view

F Lorenzi, F Ricci - IJCAI Workshop on Intelligent Techniques for Web …, 2003 - Springer
This paper presents a unifying framework to model case-based reasoning recommender
systems (CBR-RSs). CBR-RSs have complex architectures and specialize the CBR problem …

A dynamic approach to feature weighting

B Arslan, F Ricci, N Mirzadeh… - WIT Transactions on …, 2002 - witpress.com
The main objective of a personalized recommender system is to filter and present
(recommend) to the user the most appropriate items according to his preferences. In many …

A case-based recommendation approach for market basket data

A Gatzioura, M Sànchez-Marrè - IEEE Intelligent systems, 2014 - ieeexplore.ieee.org
In recent years, recommender systems have become an important part of various
applications, supporting both customers and providers in their decision-making processes …

Improving case representation and case base maintenance in recommender agents

M Montaner, B López, JL de la Rosa - … Scotland, UK, September 4–7, 2002 …, 2002 - Springer
Recommendations by salespeople are always based on knowledge about the products and
expertise about your tastes, preferences, interests and behavior in the shop. In an attempt to …