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On Neutrosophic Contra Generalized αg-Continuous Mappings

This article employs the conception of neutrosophic generalized -closed sets to construct a further weakly class of neutrosophic contra continuous mappings for instance neutrosophic contra generalized -continuous mappings via neutrosophic topological spaces. Additionally, essential related attributes and various theorems and related features and notes have been investigated. At the same time, the closed connections between this form of mappings and the viewpoints of the other existing relevant classes of contra continuous mappings have been obtained. Further, we furnished some counterexamples where the results fail.

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Noor Riyadh Kareem mail -
Qays Hatem Imran mail -
Said Broumi mail
link https://doi.org/10.54216/JNFS.040204

Volume & Issue

Vol. Volume 4 / Iss. Issue 2

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INDIAN SIGN LANGUAGE RECOGNITION

The aim of this project is to recognize characters in Indian Sign Language(ISL). So much research has been done in the corresponding field of American Sign Language, but the same cannot be said for Indian Sign Language. Lack of standard datasets occluded features, and variation in the language with locality have been the major barriers that have led to little research being done in ISL. we have reported four-fold cross-validated results for the different approaches, and the difference from the previous work done can be attributed to the fact that in our four-fold cross-validation, the validation set corresponds to the images of a person contrasting from the persons in the training set.

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UmeshSati mail -
Hitesh mail
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test for send reviewers comments to author

Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book. It has survived not only five centuries, but also the leap into electronic typesetting, remaining essentially unchanged. It was popularised in the 1960s with the release of Letraset sheets containing Lorem Ipsum passages, and more recently with desktop publishing software like Aldus PageMaker including versions of Lorem Ipsum.

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Mohamedfathi mail -
Mohamedfathimohamed mail -
ahmedtesttest mail
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diabetic retinopathy detection

Diabetic Retinopathy (DR) is human eye disease among people with diabetics disease which damage retina of eye and may eventually lead to blindness. Detection of diabetic retinopathy in early stage is crucial to avoid blindness. Effective treatments for DR are present though it requires early detection and the continuous monitoring of diabetic patients. Also many physical tests like visual acuity test, pupil dilation, and optical coherence tomography can used to detect diabetic retinopathy but are time taking. The aim of our research is to give decision about the presence of diabetic retinopathy by applying machine learning classifying algorithms on features extracted from output of different retinal image. It will give accuracy of algorithm and which will be more accurate for prediction of the disease. Decision making for predicting the presence of diabetic retinopathy is performed using Transfer Learning.

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Amankumar mail -
Aman mail
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A Proposed Predictive Model for Business Telemarketing Information Management

Bank telemarketing is a prominent way of direct marketing approach in which the telemarketers ask possible clients by mobile phones for purchasing or subscribing to bank product or service. But the clients who are not interested in the offers or promotions by the bank telemarketing commonly face negative interaction owing to the thought of thinking the telemarketing as spam. Therefore, the recent developments of deep learning (DL) models can be used to realize the predictive models for bank telemarketing applications. This study develops an effective Archimedes Optimization with Deep Belief Network based Predictive (AOA-DBNP) for bank telemarketing applications. The proposed AOA-DBNP technique primarily undergoes pre-processing for transforming the data as to useful format. In addition, the AOA-DBNP technique involves the use of the DBN model for the prediction process and finally, the AOA is applied for tuning the hyperparameters of DBN technique. The utilization of AOA helps to optimally select the hyperparameters of the DBN model in such a way that the predictive performance gets improved to a maximum extent. To showcase the enhanced efficiency of the AOA-DBNP manner, a comprehensive comparative results analysis reported the better performance of the AOA-DBNP model. 

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Mohamed Elsharkawy mail -
I.S. Farahat mail
link https://doi.org/10.54216/JCIM.090103

Volume & Issue

Vol. Volume 9 / Iss. Issue 1

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Octagonal Neutrosophic Number: Its Different Representations, Properties, Graphs and De-neutrosophication with the application of Personnel Selection

To deal with fluctations in decision-making, fuzzy / neutrosophic numbers are used. The problem having more fluctuations are difficult to sovle. Thus it is a dire need to define higher order number, also It is a very curious question by researchers all around the world that how octagonal neutrosophic number can be represented and how to be graphed? In this research article, the primarily focused on the representation and graphs of octagonal neutrosophic number. at last,  a case study is  done using  VIKOR method based on octagonal neutrosophic number. These representations will be helpful in multi-criteria decision making problems in the case that there are large number of fluctuations. Finally, concluded the present work with future directions.

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Muhammad Saqlain mail -
Florentin Smarandache mail
link https://doi.org/10.54216/IJNS.080102

Volume & Issue

Vol. Volume 8 / Iss. Issue 1

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Weakly b-Closed Sets and Weakly b-Open Sets based of Fuzzy Neutrosophic bi-Topological Spaces

   In this paper,  we present and study some of the basic properties of the new class of sets called weakly b-closed sets and weakly b- open sets in fuzzy neutrosophic bi-topological spaces. We referred to some results related to the new definitions, which we taked the case of equal in the definition of b-sets instead of subset. Then, we discussed the relations between the new defined sets by hand and others fuzzy neutrosophic sets which were studied before us on the other hand on fuzzy neutrosophic bi-topological spaces. Then, we have studied some of characteristics and some relations are compared with necessary examples. 

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Fatimah M. Mohammed mail -
Sarah W. Raheem mail
link https://doi.org/10.54216/IJNS.080103

Volume & Issue

Vol. Volume 8 / Iss. Issue 1

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Neutrosophic Ideal layers & Some Generalizations for GIS Topological Rules

This paper aims to introduce and study some new neutrosophic fuzzy pairwise notions via neutrosophic fuzzy ideals. We, also generalize the notion of FPL-open sets. In addition to generalizing the concept of FPL-closed sets and NPL-open function, the relationship between the above new neutrosophic Fuzzy pairwise notions and there other relevant classes are investigated. In Geographical information systems (GIS) there is a need to statistically model spatial regions with indeterminate boundary and under indeterminacy. Possible applications to GIS rules are touched upon.

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A. A. Salama mail -
Rafif Alhabib mail
link https://doi.org/10.54216/IJNS.080104

Volume & Issue

Vol. Volume 8 / Iss. Issue 1

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On Refined Neutrosophic Hypervector Spaces

This paper presents the refinement of neutrosophic hypervector spaces and studies some of its basic properties. Some basic definitions and important results are presented. The paper also establishes the existence of a good linear transformation between a weak refined neutrosophic hypervector space V (I1; I2) and a weak neutrosophic hypervector space V (I).

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M.A. Ibrahim mail -
A.A.A. Agboola mail -
B.S. Badmus mail -
S.A. Akinleye mail
link https://doi.org/10.54216/IJNS.080105

Volume & Issue

Vol. Volume 8 / Iss. Issue 1

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