Correlation-oriented complex system structural risk assessment using copula and belief rule base

L Chang, L Zhang, X Xu - Information Sciences, 2021 - Elsevier
Structural risk assessment is very important for maintaining the safe operations of many
complex systems. However, there are two major requirements that still need to be …

An Advanced Explainable Belief Rule-Based Framework to Predict the Energy Consumption of Buildings

S Kabir, MS Hossain, K Andersson - Energies, 2024 - mdpi.com
The prediction of building energy consumption is beneficial to utility companies, users, and
facility managers to reduce energy waste. However, due to various drawbacks of prediction …

On energy efficiency and performance evaluation of single board computer based clusters: A hadoop case study

B Qureshi, A Koubâa - Electronics, 2019 - mdpi.com
Energy efficiency in a data center is a challenge and has garnered researchers interest. In
this study, we addressed the energy efficiency issue of a small scale data center by utilizing …

Multi-time-scale TFe prediction for iron ore sintering process with complex time delay

X Chen, X Shi, C Tong - Control Engineering Practice, 2019 - Elsevier
Iron ore sintering is a critical process in steel-making industry. It produces sinter with
qualified iron grade (TFe) for the blast furnace process. The process variables display a …

BRB prediction with customized attributes weights and tradeoff analysis for concurrent fault diagnosis

L Chang, X Xu, Z Liu, B Qian, X Xu… - IEEE Systems …, 2020 - ieeexplore.ieee.org
Comprised of multiple belief rules that are close to human knowledge representation, the
belief rule base (BRB) has the ability to make full use of both data obtained from historic …

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
The novel Coronavirus-induced disease COVID-19 is the biggest threat to human health at
the present time, and due to the transmission ability of this virus via its conveyor, it is …

Workload Orchestration in Multi-Access Edge Computing Using Belief Rule-Based Approach

MN Jamil, MS Hossain, RU Islam, K Andersson - IEEE Access, 2023 - ieeexplore.ieee.org
Multi-access Edge Computing (MEC) is a standard network architecture for edge computing,
which is proposed to handle enormous computation demands from emerging resource …

Explainable data-driven optimization for complex systems with non-preferential multiple outputs using belief rule base

L Chang, L Zhang - Applied Soft Computing, 2021 - Elsevier
To better handle problems with non-preferential multi-outputs (NPMO), a new approach is
proposed in this study by employing the belief rule base (BRB) to provide a superior …

Capacity management of hyperscale data centers using predictive modelling

RU Islam, X Ruci, MS Hossain, K Andersson, AL Kor - Energies, 2019 - mdpi.com
Big Data applications have become increasingly popular with the emergence of cloud
computing and the explosion of artificial intelligence. The increasing adoption of data …

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
Technological innovation capability (TIC) is a complicated and subtle concept which is
based on multiple quantitative and qualitative criteria. The cores of a firm's long-term …