SEDMDroid: An enhanced stacking ensemble framework for Android malware detection

H Zhu, Y Li, R Li, J Li, Z You… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The popularity of the Android platform in smartphones and other Internet-of-Things devices
has resulted in the explosive of malware attacks against it. Malware presents a serious …

Selecting discrete and continuous features based on neighborhood decision error minimization

Q Hu, W Pedrycz, D Yu, J Lang - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
Feature selection plays an important role in pattern recognition and machine learning.
Feature evaluation and classification complexity estimation arise as key issues in the …

Decision making under Z-information

RA Aliev, LM Zeinalova - Human-centric decision-making models for …, 2014 - Springer
Rational decisions are based on information usually uncertain, imprecise and incomplete.
The existing decision theories deal with three levels of generalization of decision making …

A new approach to classifier fusion based on upper integral

XZ Wang, R Wang, HM Feng… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
Fusing a number of classifiers can generally improve the performance of individual
classifiers, and the fuzzy integral, which can clearly express the interaction among the …

Fuzzy rule classifier: Capability for generalization in wood color recognition

V Bombardier, E Schmitt - Engineering Applications of Artificial Intelligence, 2010 - Elsevier
In this paper, a classification method based on fuzzy linguistic rules is exposed. It is applied
for the recognition of the gradual color of wood in an industrial context. The wood, which is a …

A fuzzy integral based methodology to elicit semantic spaces in usability tests

M Camargo, L Wendling, E Bonjour - International Journal of Industrial …, 2014 - Elsevier
Usability tests of new products require the use of methodologies based on how to validate a
prototype on the basis of the user's subjective and even unconscious feelings. This is …

A fuzzy classifier approach to estimating software quality

NJ Pizzi - Information Sciences, 2013 - Elsevier
With the increasing sophistication of today's software systems, it is often difficult to estimate
the overall quality of underlying software components with respect to attributes such as …

Membership-margin based feature selection for mixed type and high-dimensional data: Theory and applications

L Hedjazi, J Aguilar-Martin, MV Le Lann… - Information …, 2015 - Elsevier
The present paper describes a new feature weighting method based on a membership
margin. Distinctive properties of the proposed method include its capability to process …

Development of granular fuzzy relation equations based on a subset of data

D Wang, X Zhu, W Pedycz, Z Yu… - IEEE/CAA Journal of …, 2021 - ieeexplore.ieee.org
Develo** and optimizing fuzzy relation equations are of great relevance in system
modeling, which involves analysis of numerous fuzzy rules. As each rule varies with respect …

Design of formulated products integrating heuristic knowledge and consumer assessment

JA Arrieta‐Escobar, M Camargo, L Morel… - AIChE …, 2021 - Wiley Online Library
This work proposes a systematic approach for the design of formulated products
incorporating consumer assessment and heuristic knowledge. The methodology is divided …