Porosity prediction using Fuzzy SVR and FCM SVR from well logs of an oil field in south of Iran

N Moosavi, M Bagheri, M Nabi-Bidhendi, R Heidari - Acta Geophysica, 2023 - Springer
Identification of petrophysical parameters including porosity plays an important role to
evaluate hydrocarbon reservoirs. A precise prediction of porosity in oil and gas reservoirs …

Fuzzy support vector regression for permeability estimation of petroleum reservoir using well logs

N Moosavi, M Bagheri, M Nabi-Bidhendi, R Heidari - Acta Geophysica, 2022 - Springer
In this paper we propose a three-step approach to predict permeability. First, by using
Electrofacies Analysis (EA), data are classified into several clusters. We take advantage of …

Reasoning with words: A hedge algebra linguistic cognitive map approach

N Van Han, P Cong Vinh - Concurrency and Computation …, 2021 - Wiley Online Library
In this article, we introduce a method for reasoning with words based on hedge algebra
using linguistic cognitive map. Our model consists of set of vertices and edges with value to …

On reductants in the framework of multi-adjoint logic programming

P Julián-Iranzo, J Medina, M Ojeda-Aciego - Fuzzy Sets and Systems, 2017 - Elsevier
Reductants are a special kind of fuzzy rules which constitute an essential theoretical tool for
proving correctness properties. As it has been reported, when interpreted on a partially …

Extending fuzzy logics with many hedges

DK Tran - Fuzzy sets and systems, 2018 - Elsevier
Fuzzy logic aims at modeling logical reasoning with vague or imprecise statements, which
may contain linguistic hedges. In fact, many hedges, eg, very, highly, rather, and slightly, can …

[HTML][HTML] Tabulation proof procedures for fuzzy linguistic logic programming

F Liu - International Journal of Approximate Reasoning, 2015 - Elsevier
Fuzzy linguistic logic programming is a logical system for representing and reasoning with
linguistically-expressed human knowledge. In fuzzy linguistic logic programming, up until …

Generalized modus tollens with linguistic modifiers for inverse approximate reasoning

LA Phuong, TD Khang - International Journal of Computational …, 2014 - Springer
Based on our previous researchs about generalized modus ponens (GMP) with linguistic
modifiers for If… Then rules, this paper proposes new generalized modus tollens (GMT) …

Information and mathematical structures contained in the natural language word domains and their applications

NC Ho - Journal of Computer Science and Cybernetics, 2021 - vjs.ac.vn
The study stands on the standpoint that there exist relationships between real-world
structures and their provided information in reality. Such relationships are essential because …

Linguistic reasoning based on generalized modus ponens with linguistic modifiers and hedge moving rules

TD Khang - 2012 International conference on Fuzzy Theory …, 2012 - ieeexplore.ieee.org
Approximate reasoning is based on generalized modus ponens (GMP). Its principle is that
from an observation different but approximately equal to the rule premise, we can deduce a …

Extending Fuzzy Linguistic Logic Programming with Negation

VH Le - Mathematics, 2022 - mdpi.com
Fuzzy linguistic logic programming (FLLP) is a framework for representation and reasoning
with linguistically expressed human knowledge. In this paper, we extend FLLP by allowing …