Digital Commons Network^™

Barriers To Digital Payment Adoption In Saudi Arabia: A Plithogenic Indetermhypersoft Complex Refined Modelling Approach, Mohanned H. Alharbi

Sustainable Machine Intelligence Journal

Digital payments are central to Saudi Arabia's financial modernization under Vision 2030. While infrastructure and regulations have advanced rapidly, adoption is still hindered by barriers such as security concerns, unclear costs, usability issues, and religious ambiguity. Standard analytical models often struggle to evaluate these barriers because user feedback is frequently incomplete, conflicting, or vague. To address this uncertainty, this paper proposes a new decision-making framework: the Plithogenic IndetermHyperSoft Complex Refined Neutrosophic model (PIHCRN-DPA). This model integrates advanced mathematical concepts to handle complexity. It uses refined neutrosophic sets to process degrees of truth and indeterminacy, while complex sets account for contextual …

Sustainable Framework For Performance-Based Learning Assessment Under Uncertainty: Computational Modeling, Mona Gharib, Muhammad Imran, Zaka Ur Rehman

Sustainable Machine Intelligence Journal

Evaluating performance-based learning, such as dance or performing arts education, poses significant computational challenges due to uncertainty, subjectivity, and heterogeneous evaluation data. Conventional scoring models fail to capture the coexistence of quantitative indicators (timing, attendance) and qualitative judgments (artistry, expressiveness).

This study introduces a computational neutrosophic functional framework that models ambiguity using set-valued, indeterminate representations within a rigorous analytic structure. We construct a neutrosophic function space CN(X) and a Hilbert C*-module HN for integrating evaluator signals through algebraic fusion. A strongly continuous neutrosophic operator semigroup (T(t)) is developed to model temporal …

Solving Data Mining Challenges In Neutrosophic Environments Using Bio-Inspired Optimization Techniques, Samia Mandour, Abduallah Gamal, Mohamed Belal

Neutrosophic Sets and Systems

No abstract provided.

Responsible Ai For Text Classification: A Neutrosophic Approach Combining Classical Models And Bert, Nabil M. Abdel-Aziz, Mahmoud Ibrahim

Neutrosophic Sets and Systems

No abstract provided.

New Development Of The Neutrosophic Fuzzy Soft Set Framework Using Several Aggregation Operator Techniques, Ahmad A. Abubaker, Abdallah Al-Husban, R. Uma

Neutrosophic Sets and Systems

No abstract provided.

Neutrosophic Super-Hypergraph Fusion For Proactive Cyberattack Countermeasures: A Soft Computing Framework, Ehab Roshdy, Marwa Khashaba, Mariam Emad Ahmed Ali

Neutrosophic Sets and Systems

No abstract provided.

On The Direct Product Of Cubic Neutrosophic Subrings, B. Anitha, M. Lavanya

Neutrosophic Sets and Systems

No abstract provided.

Effective Dominating Energy In Neutrosophic Over Graphs, E. Lincy, V. Maheswari

Neutrosophic Sets and Systems

No abstract provided.

Sustainability Analysis In Agriculture Using Linguistic Pythagorean Neutrosophic Number Through Einstein Aggregation Operators, S. Annadurai, R. Sundareswaran, M. Mohanalakshmi

Neutrosophic Sets and Systems

No abstract provided.

Soft Set Models Applied To Pattern Recognition Via 3-Valued Extension Of Neutrosophic Soft Sets, Ahmad A. Abubaker, M. Palanikumar

Neutrosophic Sets and Systems

No abstract provided.

Complex Pentapartitioned Neutrosophic Aggregation Operators With An Application In The Selection Of Millets For Cultivation, Porchudar T, Ajay D

Neutrosophic Sets and Systems

No abstract provided.

Reliability Assessment Of Refined Single-Valued Neutrosophic Data With Application In Multi-Criteria Decision-Making, Ankita Ankita, Deepak Kumar

Neutrosophic Sets and Systems

No abstract provided.

Neutrosophic Filters And Their Applications In Bck-Algebras, Arkan A. Atshan, Shuker M. Khalil, Qays H. Imran

Neutrosophic Sets and Systems

No abstract provided.

A Comparative Study Of Similarity Measures: Socio-Economic Decision Making In India Using Neutrosophic Binary Sets, S.S. Surekha, M. Radha, M.Thulasi Devi

Neutrosophic Sets and Systems

No abstract provided.

Pythagorean Neutrosophic Fuzzy Em-Swara-Topsis Approach For Green Supply Selection, Sudip Kumar Gorey, Sreejata Sen Sarma, Avijit De

Neutrosophic Sets and Systems

No abstract provided.

Reliability Estimation Using Interval-Valued Neutrosophic Number For Multi-Criteria Decision Making Problems, Supriya Supriya, Suneel Kumar

Neutrosophic Sets and Systems

No abstract provided.

On New Classes Of Supra Soft Connectedness Via M-Polar Neutrosophic Topological Spaces, Asmaa Ghasoob Raoof, Shadia Majeed Noori, S. R., Qays Hatem Imran, S. Khalil, Ali Younis Shakir

Neutrosophic Sets and Systems

No abstract provided.

On Performance Analysis Of A Neutrosophic Bipolar Fuzzy And Texture-Based Model For Covid-19 Detection From Chest X-Rays, Sanjayprabu S, Senthil Kumar L, Santhakumari R, Mareeswari R, Ajithkumar R

Neutrosophic Sets and Systems

No abstract provided.

Neutrosophic-Based Feature Set (Nbfs) For Brain Tumor Detection Using Glcm Features And Knn Classifier On Mri Images, S. Gowri, V. M. Vijayalakshmi

Neutrosophic Sets and Systems

No abstract provided.

Process Activities Of A Neutrosophic-Based Smart Simulation Framework For Islamic Sacred Rituals, Nabil M. Abdelaziz, Mohamad S. Al-Thenyan

Neutrosophic Sets and Systems

No abstract provided.

Neutrosophic‑Enhanced Cephalometric Analysis With Improved Diagnostic Accuracy For Egyptian Population, Nagham Ahmed Abdelmegeed, Amal F. Abdel-Gawad

Neutrosophic Sets and Systems

No abstract provided.

A Novel Approach On Digital Pentapartitioned Neutrosophic Topological Structures In Bpˆ˙A˚Lgebra, R. Shalini, G. Sindhu, S.S. Surekha

Neutrosophic Sets and Systems

No abstract provided.

An Intelligent Soft Computing-Oriented Strategy For Managing Global Sustainability Issues In Dynamic Environments, Walaa M. Sabry

Neutrosophic Sets and Systems

No abstract provided.

Neutrosophic Probability And Measure For Resilient Supply Chain Management Under Indeterminacy, Mohamed Ismail, Esraa Kamal

Neutrosophic Sets and Systems

No abstract provided.

Neutrosophic State Learning For High-Stakes Systems Using A Dynamic Triplet Model Of Support Contradiction And Uncertainty, Alaa Hassan And, Reda Ahmed

Neutrosophic Sets and Systems

No abstract provided.

Neutrosophic Α-Discounted Cognitive Mapping For Financial Distress Prediction: Evidence From Saudi Emerging Markets, Mohanned H. Alharbi

Neutrosophic Sets and Systems

No abstract provided.

Neutrosophic Sets And Systems, Vol. 94, 2025, Florentin Smarandache, Mohamed Abdel-Basset, Maikel. Leyva Vazquez

Neutrosophic Sets and Systems

No abstract provided.

Green Ai-Enhanced Deep Learning Model For Breast Cancer Detection And Classification In Mammography Images: Bc-Net-512, Nesma Abd El-Mawla, Mohamed A. Berbar, Nawal A. El-Fishawy, Mohamed A. El-Rashidy

Mansoura Engineering Journal

This study champions a sustainable approach for developing a Deep Learning (DL) model for medical image analysis, specifically focusing on breast cancer (BC) detection in mammograms. By prioritizing low-computing algorithms to achieve high diagnostic accuracy while minimizing the model's environmental footprint, that aligns with the principles of Green AI. In this paper, an innovative architecture called BC-Net-512 was constructed for the classification of BC mammography. It is composed of lightweight Convolutional Neural Network (CNN) blocks for texture, density, and structure feature extraction and detection, a thin, fully connected layer for learning complex patterns and correlations in the extracted features, and …

Advancements In Perfect Matchings Within Neutrosophic Fuzzy Graphs: Theory And Applications, Muhammad Saeed, Fatima Razaq

Neutrosophic Systems with Applications

Graph theory has been widely used in exemplifying relational structure, and a greater generalization to fuzzy and neutrosophic space enables the exemplification of uncertainty, indeterminacy, and inconsistency in complex systems. Some of these extensions include the neutrosophic fuzzy graphs that provide a more detailed description of the loose relations between the vertices and the edges. However, unlike in classical graph theory, where the concepts of matching and perfect matching are well developed, very little has been studied on how the two concepts can be extended to neutrosophic fuzzy graphs. To seal this gap, the current paper develops and defines the …

Integrating Mcdm Techniques For Optimized Task Offloading In Multi-Uav- Enaled Mobile Edge Computing System, Amira Salam

Neutrosophic Systems with Applications

Carefully choosing a task offloading strategy is crucial for optimizing task scheduling and offloading strategies in a multi-UAV system. Regarding cost, responsiveness, scalability, and data security, each strategy has pros and cons. As a result, selecting the best offloading technique is essential to multi-UAV mobile edge computing task scheduling optimization. A methodical and well-informed decision-making process accomplishes this.

The current study introduces a new hybrid methodology for the multi-criteria decision-making (MCDM) model, known as IVNs-DEMATEL-ANP-VIKOR. The purpose of this model is to find and choose an efficient task offloading strategy. With this method, we use IVNs-DEMATEL to show how different …