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 …
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 …
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 …
[PDF][PDF] A study on the approximation of clustered data to parameterized family of fuzzy membership functions for the induction of fuzzy decision trees
SJ Narayanan, I Paramasivam, RB Bhatt… - Cybernetics and …, 2015 - sciendo.com
This paper investigates the Triangular, Trapezoidal and Gaussian approximation methods
for the purpose of induction of Fuzzy Decision Trees (FDT). The generation of FDT is done …
for the purpose of induction of Fuzzy Decision Trees (FDT). The generation of FDT is done …
Assessing water resources systems' dynamic resilience under hazardous events via a genetic fuzzy rule-based system
V Simic, M Stojkovic, N Milivojevic… - Journal of …, 2023 - iwaponline.com
In this paper, the use of a novel genetic fuzzy rule-based system (FRBS) is proposed for
assessing the resilience of a water resources system to hazards. The proposed software …
assessing the resilience of a water resources system to hazards. The proposed software …
Induction of fuzzy decision trees and its refinement using gradient projected-neuro-fuzzy decision tree
SJ Narayanan, RB Bhatt… - International …, 2014 - inderscienceonline.com
Fuzzy decision tree (FDT) induction is a powerful methodology to extract human
interpretable classification rules. Due to the greedy nature of FDT, there is a chance of FDT …
interpretable classification rules. Due to the greedy nature of FDT, there is a chance of FDT …
[PDF][PDF] Integration of cluster centers and gaussian distributions in fuzzy c-means for the construction of trapezoidal membership function
SH Khairuddin, MH Hasan… - Mathematics and …, 2020 - researchgate.net
Abstract Fuzzy C-Means (FCM) is one of the mostly used techniques for fuzzy clustering and
proven to be robust and more efficient based on various applications. Image segmentation …
proven to be robust and more efficient based on various applications. Image segmentation …
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 …
Transparency in AI: A Review of Explainable Artificial Intelligence Techniques
This article presents an overview of Explainable Artificial Intelligence (XAI) and its various
methods, emphasizing the role of interpretability, in present day AI systems. With AI …
methods, emphasizing the role of interpretability, in present day AI systems. With AI …
User localisation using wireless signal strength-an application for pattern classification using fuzzy decision tree
SJ Narayanan, RB Bhatt… - International Journal of …, 2016 - inderscienceonline.com
Due to prevalent availability of wireless networks, there is enormous usage of mobile
devices among the public in all sectors. Locating the mobile devices using the wireless …
devices among the public in all sectors. Locating the mobile devices using the wireless …