A deep learning inspired belief rule-based expert system

RU Islam, MS Hossain, K Andersson - IEEE Access, 2020 - ieeexplore.ieee.org
… and hence, the improvement of prediction under uncertainty. To demonstrate the applicability
… , “A belief rule based expert system for datacenter PUE prediction under uncertainty,” IEEE …

An Improved Belief Rule-Based Expert System with an Enhanced Learning Mechanism

RU Islam - 2020 - diva-portal.org
… from sensor data under uncertainty. Hence, the use … Belief Rule-Based Expert System (BRBES)-based
predictive model to predict the Power Usage Effectiveness (PUE) of a data center. …

A survey of belief rule-base expert system

ZJ Zhou, GY Hu, CH Hu, CL Wen… - … on Systems, Man, and …, 2019 - ieeexplore.ieee.org
under uncertainty. On the reasoning process of BRB, the ER algorithm is utilized to aggregate
belief rules… Yang, “A belief rule based expert system for predicting consumer preference in …

A belief rule based expert system to assess hypertension under uncertainty

MS Hossain, F Tuj-Johora… - Journal of Internet Services …, 2019 - diva-portal.org
… In [11], for predicting datacenter PUE under uncertainty a system has been developed by
collecting the real world data from UK data center. In this paper, an optimal learning model has …

A belief rule based expert system for evaluating technological innovation capability of high-tech firms under uncertainty

MN Jamil, MS Hossain, R ul Islam… - 2019 Joint 8th …, 2019 - ieeexplore.ieee.org
… In order to evaluate TIC in a reliable way, a Belief Rule Base (BRB) Expert System can be
… and their associated uncertainties. In this paper, a RESTful API-based BRB expert system is …

An evolutionary belief rule-based clinical decision support system to predict COVID-19 severity under uncertainty

F Ahmed, MS Hossain, RU Islam, K Andersson - Applied Sciences, 2021 - mdpi.com
… These expert systems assist medical experts to understand and evaluate clinical findings …
based expert system using a belief rule base to predict the clinical severity prediction of COVID-…

Capacity management of hyperscale data centers using predictive modelling

RU Islam, X Ruci, MS Hossain, K Andersson, AL Kor - Energies, 2019 - mdpi.com
… a Belief Rule-Based Expert System (BRBES)-based … model to predict the Power Usage
Effectiveness (PUE) of a data center. … belief rule based expert system to assess lung cancer under

An integrated deep learning and belief rule base intelligent system to predict survival of COVID-19 patient under uncertainty

TU Ahmed, MN Jamil, MS Hossain, RU Islam… - Cognitive …, 2022 - Springer
… This prediction result, along with eight other significant risk factors associated with COVID-19
patients, is analyzed with a knowledge-driven belief rule-based expert system which forms …

Inference and multi-level learning in a belief rule-based expert system to predict flooding

RU Islam, MS Hossain… - 2020 Joint 9th …, 2020 - ieeexplore.ieee.org
… The accuracy of PUE prediction by BRBES has been validated with realworld data and
compared … Hence, a new learning algorithm is required to predict flood under uncertainty using …

An integrated deep learning and belief rule-based expert system for visual sentiment analysis under uncertainty

SN Zisad, E Chowdhury, MS Hossain, RU Islam… - Algorithms, 2021 - mdpi.com
… propose an expert system by integrating a Deep Learning method with a Belief Rule Base
(known … activation weights that results in an accurate prediction of sentiment under uncertainty. …