Results 51 to 60 of about 1,187 (133)
Distribution‐Matched Imputation for Incomplete Data Evidential Classification
Electronics Letters, Volume 61, Issue 1, January/December 2025.This paper introduces a novel distribution‐matched imputation (DMI) method that leverages evidential reasoning to address classification challenges in datasets with missing values, optimizing weights to minimize the inconsistency between training and test sets.
Qiong Hu +5 more
wiley +1 more source
Sensors, 2018 Quantification of uncertain degree in the Dempster-Shafer evidence theory (DST) framework with belief entropy is still an open issue, even a blank field for the open world assumption.
Yongchuan Tang +2 more
doaj +1 more source
Consensus in the Presence of Multiple Opinion Leaders: Effect of Bounded Confidence
, 2016 The problem of analyzing the performance of networked agents exchanging evidence in a dynamic network has recently grown in importance. This problem has relevance in signal and data fusion network applications and in studying opinion and consensus ...
Dabarera, Ranga +3 more
core +1 more source
Reliability Analysis Based on Aleatory and Epistemic Uncertainty Using Binary Decision Diagrams
International Journal of Intelligent Systems, Volume 2025, Issue 1, 2025.The development of a mathematical model is an important step in reliability analysis. However, initial data are often not clearly defined, and some necessary information about the system’s behavior may be missing. Most mathematical models in reliability analysis primarily address aleatory uncertainty.
Elena Zaitseva +2 more
wiley +1 more source
Journal of Information Systems and InformaticsEarly life is a crucial window for recognizing children’s interests and talents that shape later development. This study implements and compares two reasoning algorithms—Certainty Factor (CF) and Dempster–Shafer Theory (DST)—within a rule-based expert ...
Supardi Supardi +2 more
doaj +1 more source
IEEE Access, 2018 Vehicular ad hoc networks (VANETs) support safety and comfortable driving through frequent information exchange among intelligent vehicles. As an open access environment, VANETs are vulnerable to security threats, such as electronic attack and privacy ...
Chunhua Zhang +3 more
doaj +1 more source
, 2009 The management and combination of uncertain, imprecise, fuzzy and even paradoxical or high conflicting sources of information has always been, and still remains today, of primal importance for the development of reliable modern information systems ...
Dezert, Jean, Smarandache, Florentin
core +4 more sources
IET Communications, Volume 18, Issue 17, Page 1018-1048, October 2024.The proposed study aims to enhance online privacy within social networking platforms by categorizing users into three trust levels (acquaintances, friends, close friends) based on engagement and trust. The method dynamically adjusts relationship status over time, considering past and present offenses, offering a more realistic simulation of real‐world ...
Nisha P. Shetty +4 more
wiley +1 more source
Generalized Evidence Theory [PDF]
, 2014 Conflict management is still an open issue in the application of Dempster Shafer evidence theory. A lot of works have been presented to address this issue. In this paper, a new theory, called as generalized evidence theory (GET), is proposed.
Deng, Yong
core
Solid Earth SciencesWater utilization for different human activities is universally crucial, but it is not readily available for consumption in some areas, such as the central parts of Lagos State, Nigeria.
K.S. Ishola +5 more
doaj +1 more source