Novel Applications Of Neutrosophic AH-Isometries To The Group Of Units Problem In Neutrosophic Rings and Refined Neutrosophic Rings

Katy D.; Mikail; Arwa A.; Rozina

doi:https://doi.org/10.54216/JNFS.010205

International Journal of Neutrosophic Science |

On Quasi Ng#− Open and Quasi Ng#− Closed Mappings in Neutrosophic Topological Spaces

The aim of this article is to investigate a new kind of Neutrosophic open and closed mappings called quasi Ng#− Open and Ng#− closed mappings and study their properties in Neutrosophic topological spaces with necessary examples.

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International Journal of BIM and Engineering Science | 2021

Trombe Wall as a Passive Design Strategy in Tunisian Dwelling Using BIM Technology

In Tunisia, the energy consumption associated with the residential building sector has continuously increased over the last three decades. This sector was identified to be one of the most cost-effective sectors for reducing energy consumption by the progress and the use of efficient technologies. Passive and active systems using clean energies are developed to lessen the energy needs and provide a sustainable environment. The Trombe wall system is efficient if it is correctly designed. This study aims to assess the thermal efficiency of the Trombe wall system in the Tunisian climate. To achieve our goal, a promising new technology BIM (Building Information Modeling) is used to evaluate the thermal effect of passive solar heating in Tunisian dwellings. Therefore, Energy Use Intensity, Annual Energy Cost, and Life Cycle Energy Cost parameters are used to assess the performance energetic and environmental of Trombe wall system.

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Habiba Benzarti ep Ghedas mail

link https://doi.org/10.54216/IJBES.040205

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Vol. Volume 4 / Iss. Issue 2

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Journal of Cybersecurity and Information Management | 2026

A Novel Intrusion Detection Framework Combining Light Feature Engineering, GAN-Based Feature Generation, and Attention-Driven Deep Learning for IoT MQTT Security

MQTT-based Internet of Things networks face major security problems because they have high-dimensional data, class imbalance, and no detection mechanisms that can be understood. This paper proposes a unified intrusion detection framework that integrates attention-based deep learning, GAN-driven data augmentation, and MDA-based feature selection (CNN-LSTM-Attention). The proposed pipeline outperforms both classical and recent state-of-the-art baselines. When tested on MQTTEEB-D, a real-world MQTT dataset with 200,000 flows, an accuracy of 99.12% and macro F1-score of 98.37 were achieved. However, the attention maps provide clear explanations for the obtained prediction, and the system performs well even against tough attacks such as SlowITe: 96–98%. Moreover, the system's very short inference time makes it possible to deploy on a real IoT gateway with limited resources. The synergistic combination of feature engineering, generative augmentation, and interpretable deep learning sets a standard for reliable and effective IoT/MQTT intrusion detection.

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Ahmed Dib mail -

Zina Oudina mail -

Sabri Ghazi mail

link https://doi.org/10.54216/JCIM.180101

Volume & Issue

Vol. Volume 18 / Iss. Issue 1

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International Journal of Neutrosophic Science |

On Quasi Ng#− Open and Quasi Ng#− Closed Mappings in Neutrosophic Topological Spaces

The aim of this article is to investigate a new kind of Neutrosophic open and closed mappings called quasi Ng#− Open and Ng#− closed mappings and study their properties in Neutrosophic topological spaces with necessary examples.

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Journal of Neutrosophic and Fuzzy Systems | 2021

New Operators Using Neutrosophic δ-Open Set

In this paper, we introduce some new operators called neutrosophic δ frontier, neutrosophic δ border and neutrosophic δ exterior with the help of neutrosophic δ-open sets in neutrosophic topological space. Also, we discuss the important properties of them and the relations between them.

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A. Vadivel mail -

C. John Sundar mail

link https://doi.org/10.54216/JNFS.010202

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Vol. Volume 1 / Iss. Issue 2

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American Journal of Business and Operations Research |

Hyers-Ulam-Rassias Stability for Functional Equation in Neutrosophic Normed Spaces

In Neutrosophic Normed spaces, we investigate a unique quadratic function and a unique additive quadratic function of the Hyers-Ulam-Rassias stability for the functional equation which is said to be a functional equation associated with inner products space.

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American Journal of Business and Operations Research |

Hyers-Ulam-Rassias Stability for Functional Equation in Neutrosophic Normed Spaces

In Neutrosophic Normed spaces, we investigate a unique quadratic function and a unique additive quadratic function of the Hyers-Ulam-Rassias stability for the functional equation which is said to be a functional equation associated with inner products space

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Journal of Neutrosophic and Fuzzy Systems | 2021

On Imperfect Duplets In Some Refined Neutrosophic Rings

This paper solves the imperfect duplets problem in refined neutrosophic rings, where it presents the necessary and sufficient conditions for a pair  to be an imperfect duplet in any refined neutrosophic ring. Also, this work introduces a full description of the structure of imperfect duplets in numerical refined neutrosophic rings such as refined neutrosophic ring of integers  , refined neutrosophic ring of rationales , and refined neutrosophic ring or real numbers. 

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Katy D. Ahmad mail -

Mikail Bal mail -

Arwa A. Hajjari mail -

Rozina Ali mail

link https://doi.org/10.54216/JNFS.010203

Volume & Issue

Vol. Volume 1 / Iss. Issue 2

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Journal of Neutrosophic and Fuzzy Systems | 2021

On The Symbolic Turiyam Rings

In this paper, we define for the first time the concept of symbolic Turiyam ring as a direct application of Turiyam symbolic set and as a new generalization of neutrosophic rings. Also, we study many of essential properties and related concepts of these rings such as AH-ideals and subrings.   On the other hand, we illustrate many examples to clarify the validity of our work.

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Prem Kumar Singh mail -

Katy D. Ahmad mail -

Mikail Bal mail -

Malath Aswad mail

link https://doi.org/10.54216/JNFS.010204

Volume & Issue

Vol. Volume 1 / Iss. Issue 2

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Journal of Neutrosophic and Fuzzy Systems | 2021