SEDMDroid: An enhanced stacking ensemble framework for Android malware detection
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 …
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
Feature selection plays an important role in pattern recognition and machine learning.
Feature evaluation and classification complexity estimation arise as key issues in the …
Feature evaluation and classification complexity estimation arise as key issues in the …
Decision making under Z-information
Rational decisions are based on information usually uncertain, imprecise and incomplete.
The existing decision theories deal with three levels of generalization of decision making …
The existing decision theories deal with three levels of generalization of decision making …
A new approach to classifier fusion based on upper integral
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 …
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 …
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
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 …
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 …
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
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 …
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 …
modeling, which involves analysis of numerous fuzzy rules. As each rule varies with respect …
Design of formulated products integrating heuristic knowledge and consumer assessment
This work proposes a systematic approach for the design of formulated products
incorporating consumer assessment and heuristic knowledge. The methodology is divided …
incorporating consumer assessment and heuristic knowledge. The methodology is divided …