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 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 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-…

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. …

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 …

Climate-and technology-specific PUE and WUE estimations for US data centers using a hybrid statistical and thermodynamics-based approach

N Lei, E Masanet - Resources, Conservation and Recycling, 2022 - Elsevier
… can be made when predicting WUE and PUE independently. … uncertainty ranges of the DCs’
annual average PUE and … , comparing the PUE and WUE ranges across data center cases …

A learning mechanism for brbes using enhanced belief rule-based adaptive differential evolution

RU Islam, MS Hossain… - 2020 Joint 9th …, 2020 - ieeexplore.ieee.org
… Andersson, “A belief rule based expert system to assess tuberculosis under … Pattinson,
“A belief rule based expert system for datacenter PUE prediction under uncertainty,” IEEE …

[PDF][PDF] An internet of things belief rule base smart system to predict earthquake

MM Mia, A Al Hasan, R Atiqur… - Int J Reconfigurable & …, 2021 - pdfs.semanticscholar.org
… Pattinson, “A Belief Rule Based Expert System for Datacenter PUE … , “A belief rule-based
expert system to assess suspicion of acute coronary syndrome (acs) under uncertainty,” Soft …

[HTML][HTML] Usage impact on data center electricity needs: A system dynamic forecasting model

M Koot, F Wijnhoven - Applied Energy, 2021 - Elsevier
… infrastructure energy performance is power usage effectiveness (PUE) measured by the …
We will embrace this uncertainty into our model by randomly generating a growth factor for the …