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A Semantic Approach for Extracting the Medical Association Rules

Healthcare data analytics has indispensable responsibility in advancing remedial decision-making and healthcare practices. In this paper, a novel semantic approach is introduced for extracting medical association rules, designed at discovering expressive interactions between medical things. Our methodology incorporates medical ontologies, and improved semantic measures to boost the accuracy and interpretability of the obtained rules. Our method delivers clinically pertinent information into patient perspectives on mental health, the accessibility of mental health resources, and the influence of physical health on mental well-being by mapping medical notions to ontological items and examining semantic relationships. Experimental validation on a case study of mental health dataset proves the dominance of our method over traditional association rule mining methods. The proposed semantic method presents valuable support to healthcare data analysis and decision-making processes.

groups
S. K. Towfek mail
link https://doi.org/10.54216/JAIM.050105

Volume & Issue

Vol. Volume 5 / Iss. Issue 1

Details open_in_new

Reverse Sharp and Left-T Right-T Partial Ordering on Neutrosophic Fuzzy Matrices

In this paper, we introduce the concept of reverse sharp ordering on Neutrosophic Fuzzy matrix (NFM) as a special case of minus ordering. We also introduce the concept of reverse left-T and right-T orderings for NFM as an analogue of left-star and right-star partial orderings for complex matrices. Several properties of these ordering are derived. We show that these ordering preserve its Moore-penrose inverse property. Finally, we show that these ordering are identical for certain class of NFM.

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M. Anandhkumar mail -
T. Harikrishnan mail -
S. M. Chithra mail -
V. Kamalakannan mail -
B. Kanimozhi mail -
broumi said mail
link https://doi.org/10.54216/IJNS.210413

Volume & Issue

Vol. Volume 21 / Iss. Issue 4

Details open_in_new

On The Group of Units Classification In 3-Cyclic and 4-cyclic Refined Rings of Integers And The Proof of Von Shtawzens' Conjectures

First Von Shtawzen's Diophantine equation is a non-linear Diophantine equation with three variables . This equation has been conjectured that it has a finite number of integer solutions, and this number of solutions is divisible by 6. Second Von Shtawzen's Diophantine equation is a non-linear Diophantine equation with four variables. This equation has been conjectured that it has a finite number of integer solutions, and this number of solutions is divisible by 8. In this paper, we prove that first Von Shtawzen's conjecture is true, where we show that first Von Shtawzen's Diophantine equations has exactly 12 solutions. On the other hand, we find all solutions of this Diophantine equations. In addition, we provide a full proof of second Von Shtawzen's conjecture, where we prove that the previous Diophantine equation has exactly 16 solutions, and we determine all of its possible solutions

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Hasan Sankari mail -
Mohammad Abobala mail
link https://doi.org/10.54216/IJNS.210414

Volume & Issue

Vol. Volume 21 / Iss. Issue 4

Details open_in_new

The Geometrical Characterization for The Solutions of a Vectorial Equation By Using Weak Fuzzy Complex Numbers and Other Generalizations Of Real Numbers

The main goal of this paper is to study the geometrical characterization of the solutions for a vectorial equation defined in the two/three dimensional Euclidean spaces. The geometrical characterization of the solutions for the desired vectorial equation is obtained for many different values of t based on the circles and spheres in some generalizations of the real field, especially dual numbers, weak fuzzy complex numbers split-complex numbers, and complex numbers.

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Yaser Ahmad Alhasan mail -
Lee Xu mail -
Raja Abdullah Abdulfatah mail -
Abuobida M. Ahmed Alfahal mail
link https://doi.org/10.54216/IJNS.210415

Volume & Issue

Vol. Volume 21 / Iss. Issue 4

Details open_in_new

On the Fuzzy Semi-Unital Rings and Their Algebraic Properties

Fuzzy rings are considered as generalizations of classical rings, where they are defined by using the fuzzical membership function. This paper is dedicated to defining and study fuzzy semi-unital ring of order n in a similar way to the same classical type of rings, where many elementary properties will be discussed in terms of theorems with many related examples that clarify the validity of this work.

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Abuobida M. Ahmed Alfahal mail -
Raja Abdullah Abdulfatah mail -
Lee Xu mail -
Yaser Ahmad Alhasan mail
link https://doi.org/10.54216/IJNS.210416

Volume & Issue

Vol. Volume 21 / Iss. Issue 4

Details open_in_new

Further Algebraic Operations on Interval Critical Valued Neutrosophic Soft Sets with Their Application

Deli developed the idea of interval-valued neutrosophic soft set (IVNSS) as an extension of soft set (SS) theory. The interval-valued neutrosophic soft set (IVNSS) plays a critical role in handling indeterminacy and inconsistent information during the decision-making process. Similar to other models, this newly proposed model has to fulfil some algebraic operations. The aim of this paper is to present further algebraic operations for the IVNSSs. Some algebraic operations on IVNSSs are introduced. Specifically, algebraic operations of addition, multiplication, scalar multiplication, and power for the IVNSSs are presented. As well, many examples are also presented, along with supporting proofs.In addition, we explained the mechanism of using these algebraic operations in solving decision-making problems.

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Riyam K. Manfe mail
link https://doi.org/10.54216/IJNS.210417

Volume & Issue

Vol. Volume 21 / Iss. Issue 4

Details open_in_new

Cubic Spherical Neutrosophic Sets

This paper introduces the concept of cubic spherical neutrosophic sets (CSNSs), a geometric representation of neutrosophic sets, as well as a specification of its operational principles. In CSNs, two aggregation operators are investigated. The shape of CSNSs represents the evaluation values of alternatives with respect to criteria in a MCDM strategy based on the two aggregation operators and cosine distance for CSNSs. The cosine distance between an alternative and the ideal alternative is used to rank them, and the best alternative(s) can be selected. A numerical example concludes by demonstrating the use of the suggested method.

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S. Gomathi mail -
S. Krishnaprakash mail -
M. Karpagadevi mail -
Said Broumi mail
link https://doi.org/10.54216/IJNS.210418

Volume & Issue

Vol. Volume 21 / Iss. Issue 4

Details open_in_new

The Integration of Virtual Design and Construction (VDC) With the Fourth Dimension of Building Information Modeling (4D BIM)

The aim of the research is to shed light on the relationship between the concepts of Virtual design and construction (VDC) and building information modeling (BIM), and in particular to identify and evaluate the potential benefits of using a methodology based on the integration of the fourth dimension of (4D BIM) with virtual design and construction (VDC) and its impact on the preparation of the schedule and project planning and construction simulation. The research reviews a case study of "Pharmacists Syndicate building - Tartous branch", the building model (3D BIM) was created in Autodesk Revit 2020 ®, then the model clash was detected, reviewed and resolved, and the quantities were calculated on the Autodesk Navisworks Manage 2020 ® program, and the time periods for each activity were estimated according to the quantities, workshop performance rates and teams. Finally, time schedule was created in Bentley Synchro PRO 2020® software, the elements of the schedule was linked to the (3D BIM) model and the resources needed to implement each activity, then the construction simulation of the model was performed. The results showed the importance of (4D BIM) and the use of software in accurate modeling of all building elements and solving design problems before construction, which in turn has a significant impact on reducing time and cost of the project implementation. Model-based calculation of quantities helps to accurately estimate resources and times for activities. The importance of scheduling within a virtual environment based on the (3D BIM) model lies in the ability to digitally plan all aspects of a construction project, create and discuss different work sequences, in addition to managing cost, schedule, earned value, risk management, site integrity, logistical planning and mega-project management before and during implementation. However, we cannot only rely on software and technologies, but there must be an integrated methodology that organizes construction operations, and here comes the role of (VDC) Virtual design and construction as an innovative implementation strategy that adopts (BIM) building information modeling. As the success of any project depends greatly on the efficiency of the management and organization of its operations to achieve its desired goals.

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Nagham Salman mail -
Muna Hamadeh mail
link https://doi.org/10.54216/IJBES.070101

Volume & Issue

Vol. Volume 7 / Iss. Issue 1

Details open_in_new

A Decentralized and Cooperative Methodology For Organ Donation Management Based on Ethereum Blockchain

The digital world is a vast and ever- evolving ecosystem that encompasses a wide range of technologies, applications, and platforms. Blockchain has played a significant role in bringing the healthcare business forward. Blockchain may significantly enhance the traceability, efficiency, and safety of confidential data such as organ donation and transplantation, as well as the administration of electronic health data. This paper presents a secure and efficient web application for organ donation that uses private Ethereum blockchain technology to create a proof of authority (PoA) model for this consortium and also to automate a number of processes, including matching donors and recipients. The fairness of all the entities—patient, donor, hospital, or insurance company—involved in the system is guaranteed without the involvement of a third party. The security and privacy of the patient’s details are protected. The logic of the application is implemented using smart contracts and deployed in Ganache. It depicts various interactions and transactions among the participants, thus helping to automate these processes, promote transparency, improve efficiency, and minimise service time.

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P. Sheela Rani mail -
Harini M. mail -
Nandhitha N. mail -
Teena A. Naahz G. mail
link https://doi.org/10.54216/JCHCI.060101

Volume & Issue

Vol. Volume 6 / Iss. Issue 1

Details open_in_new

Measuring the Coverage of Assembly Elections and Covid 19 During the Pandemic in India

India is still facing the aftermath of the second wave of covid 19. However, in between the first wave and second wave India witnessed long and tortuous assembly elections in four states of Southern India. This paper explores the coverage of covid 19 and assembly elections in the states of Kerala and Tamil Nadu in two of the most circulated newspapers Malayala Manorama and Mathrubhumi from Kerala and Dinamalar and Dinathanthi from Tamil Nadu. E-papers from February 26, 2021- April 6, 2021, are collected for analysis. 7466 news articles are analyzed to find out the coverage of Covid 19 and assembly elections. The study questions the social responsibility of media platforms that set the media agenda in favor of assembly elections and hence averting the covid 19 news.

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Malini Srinivasan mail -
Jishnu Dineshan mail -
Gondi Surender Dhanunjay mail -
Shamala Ramappa mail
link https://doi.org/10.54216/JCHCI.060102

Volume & Issue

Vol. Volume 6 / Iss. Issue 1

Details open_in_new