Generating clustering-based interval fuzzy type-2 triangular and trapezoidal membership functions: A structured literature review
Clustering is more popular than the expert knowledge approach in Interval Fuzzy Type-2
membership function construction because it can construct membership function …
membership function construction because it can construct membership function …
Wind turbine power output very short-term forecast: A comparative study of data clustering techniques in a PSO-ANFIS model
PA Adedeji, S Akinlabi, N Madushele… - Journal of Cleaner …, 2020 - Elsevier
The emergence of new sites for wind energy exploration in South Africa requires an
accurate prediction of the potential power output of a typical utility-scale wind turbine in such …
accurate prediction of the potential power output of a typical utility-scale wind turbine in such …
Performance evaluation of the impact of clustering methods and parameters on adaptive neuro-fuzzy inference system models for electricity consumption prediction …
Increasing economic and population growth has led to a rise in electricity consumption.
Consequently, electrical utility firms must have a proper energy management strategy in …
Consequently, electrical utility firms must have a proper energy management strategy in …
Analysis of the impact of clustering techniques and parameters on evolutionary-based hybrid models for forecasting electricity consumption
Electricity is undeniably one of the most crucial building blocks of high-quality life all over the
world. Like many other African countries, Nigeria is still grappling with the challenge of the …
world. Like many other African countries, Nigeria is still grappling with the challenge of the …
A novel approach to generate type-1 fuzzy triangular and trapezoidal membership functions to improve the classification accuracy
Fuzzy logic is an approach that reflects human thinking and decision making by handling
uncertainty and vagueness using fuzzy membership functions. When a human is engaged in …
uncertainty and vagueness using fuzzy membership functions. When a human is engaged in …
Fuzzy decision trees embedded with evolutionary fuzzy clustering for locating users using wireless signal strength in an indoor environment
SJ Narayanan, CJ Baby, B Perumal… - … journal of intelligent …, 2021 - Wiley Online Library
Location estimation is one of the critical requirement for developing smart environment
products. Due to huge utilization and accessibility of WiFi infrastructure facility in indoor …
products. Due to huge utilization and accessibility of WiFi infrastructure facility in indoor …
Continuous linguistic variables and their applications to data mining and time series prediction
E González-Caballero, RA Espín-Andrade… - International Journal of …, 2021 - Springer
Membership function estimation is one of the less explored, albeit important, areas in fuzzy
sets. This paper aims to define a new family of fuzzy sets called general continuous linguistic …
sets. This paper aims to define a new family of fuzzy sets called general continuous linguistic …
A firefly colony and its fuzzy approach for server consolidation and virtual machine placement in cloud datacenters
B Perumal, A Murugaiyan - Advances in Fuzzy Systems, 2016 - Wiley Online Library
Managing cloud datacenters is the most prevailing challenging task ahead for the IT
industries. The data centers are considered to be the main source for resource provisioning …
industries. The data centers are considered to be the main source for resource provisioning …
A novel framework of fuzzy oblique decision tree construction for pattern classification
In this paper, some significant efforts on fuzzy oblique decision tree (FODT) have been done
to improve classification accuracy and decrease tree size. Firstly, to eliminate data …
to improve classification accuracy and decrease tree size. Firstly, to eliminate data …
Improving the accuracy of fuzzy decision tree by direct back propagation with adaptive learning rate and momentum factor for user localization
SJ Narayanan, RB Bhatt, B Perumal - Procedia Computer Science, 2016 - Elsevier
Most prevailing availability of wireless networks has elevated an interest in developing a
smart indoor environment by utilizing the hand held devices of the users. The user …
smart indoor environment by utilizing the hand held devices of the users. The user …