TARU PUBLICATIONS
Journal of Information and Optimization Sciences cover
Open Access ·Peer-reviewed·ISSN (Online): 2169-0103·ISSN (Print): 0252-2667

WoS  JIF 2026 : 0.4 (Q4)

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Monthly Journal: Publishes theoretical and applied research on topics in information and optimization sciences.

Issues up to 2022 co-published with and available at:Taylor & Francis
submissions@tarupublications.com
Volume 45·Issue 5·July 2024·16 Articles

Volume 45, Issue 5

Articles

Open Access Research Article·pp. 1229–1262·Vol. 45, Issue 5Jul 2024

Define, refined and re-defined concepts of quantum machine learning  : A review

Shradha Chavan, Preeti Mulay

Published Online: 12 Aug 2024DOI: 10.47974/JIOS-1320

In this paper: Quantum Machine Learning (QML) is a new phraseology in the world today. With various upcoming Artificial Intelligence (AI) technologies, everyday data scientists and corporate around the world are try...

AbstractReferencesFull Text PDF (1.1 MB)Views: 299Downloads: 123Citations: 0
Open Access Research Article·pp. 1263–1280·Vol. 45, Issue 5Jul 2024

Cryptanalysis of a cubic Pell variant of RSA with primes sharing least significant bits

Nurul Nur Hanisah Adenan, Abderrahmane Nitaj, Muhammad Rezal Kamel Ariffin, Nur Azman Abu

Published Online: 12 Aug 2024DOI: 10.47974/JIOS-1333

In this paper: In this paper, we push further the cryptanalysis of a cryptosystem of the RSA’s variant which utilized a cubic Pell equation with the key equation ed − k(p2 + p + 1)(q2 + q + 1) = 1 where N = pq is an...

AbstractReferencesFull Text PDF (292 KB)Views: 514Downloads: 105Citations: 1
Open Access Research Article·pp. 1293–1304·Vol. 45, Issue 5Jul 2024

Balancing and Lucas-Balancing hybrid numbers and some identities

Mine Uysal, Engin Özkan

Published Online: 12 Aug 2024DOI: 10.47974/JIOS-1400

In this paper: In this paper, we introduce Balancing and Lucas-Balancing hybrid numbers. We examine some identities of Balancing and Lucas-Balancing hybrid numbers. We give some basic definitions and properties rela...

AbstractReferencesFull Text PDF (552 KB)Views: 268Downloads: 129Citations: 3
Open Access Research Article·pp. 1305–1316·Vol. 45, Issue 5Jul 2024

Optimization for a parabolic system involving Schrödinger operator with coefficients of variables beneath conjugation conditions

A. M. Abdallah

Published Online: 12 Aug 2024DOI: 10.47974/JIOS-1403

In this paper: This article is dedicated to the optimization for N×N parabolic system with mixed boundary conditions beneath conjugation conditions and including Schrödinger operator according to the maximum princip...

AbstractReferencesFull Text PDF (556 KB)Views: 320Downloads: 100Citations: 0
Open Access Research Article·pp. 1317–1331·Vol. 45, Issue 5Jul 2024

Forecasting of international tourists visiting Taiwan for the purpose of leisure

Yi-Hui Liang

Published Online: 12 Aug 2024DOI: 10.47974/JIOS-1509

In this paper: Forecasting is the basis of planning. Previous studies on international tourism forecasting have mostly examined international tourist arrivals. Few studies discuss international travelers for specifi...

AbstractReferencesFull Text PDF (184 KB)Views: 241Downloads: 112Citations: 0
Open Access Research Article·pp. 1333–1358·Vol. 45, Issue 5Jul 2024

Vintage intelligence : Leveraging artificial intelligence for wine production, marketing, distribution, and customer engagement

Anil Kumar Goyal, Alka Maheshwari, Sona Vikas

Published Online: 12 Aug 2024DOI: 10.47974/JIOS-1705

In this paper: This study investigates AI’s diverse applications in the wine industry, enhancing production, marketing, distribution, and customer interaction. It explores AI’s role in vineyard management, market an...

AbstractReferencesFull Text PDF (787 KB)Views: 556Downloads: 114Citations: 0
Open Access Research Article·pp. 1359–1377·Vol. 45, Issue 5Jul 2024

ExEqGen : An external symbolic solver for mathematical word problem solving

Michael Kurisappan, S. Sundara Pandiyan

Published Online: 12 Aug 2024DOI: 10.47974/JIOS-1709

In this paper: Mathematical word problem (MWP) solving is a complex domain that is characterized by a wide range of complex problems, ranging from rule-based systems to pre-trained language models. In this context,...

AbstractReferencesFull Text PDF (1.5 MB)Views: 404Downloads: 107Citations: 0
Open Access Research Article·pp. 1379–1388·Vol. 45, Issue 5Jul 2024

Multi-disease detection system with X-ray images using deep learning techniques

M. Suleman Basha, K. Rajendra Prasad, S. K. Mouleeswaran, Ramesh Chandra Poonia, Shiju Sebastian

Published Online: 12 Aug 2024DOI: 10.47974/JIOS-1710

In this paper: In the realm of medical diagnostics, advanced deep learning algorithms have become powerful tools for detecting and diagnosing diseases. This study introduces a groundbreaking Multi-Disease Detection...

AbstractReferencesFull Text PDF (824 KB)Views: 292Downloads: 127Citations: 0
Open Access Research Article·pp. 1389–1399·Vol. 45, Issue 5Jul 2024

Improved privacy protection technique for enhancing security of real-time video surveillance

Mallepogu Sivalakshmi, K. Rajendra Prasad, C. Shoba Bindu

Published Online: 12 Aug 2024DOI: 10.47974/JIOS-1711

In this paper: This research presents an effective way for protecting privacy in video surveillance data security. This technique integrates numerous critical challenges in order to generate a public stream and a pr...

AbstractReferencesFull Text PDF (729 KB)Views: 266Downloads: 102Citations: 0
Open Access Research Article·pp. 1401–1420·Vol. 45, Issue 5Jul 2024

Vocational education and candidate performance analyis

Canan Öztürk, Selçuk Denizhan, Rashmi Gujrati, Berrin Denizhan

Published Online: 29 Jul 2024DOI: 10.47974/JIOS-1725

In this paper: Vocational education can create a reliable environment for both employees and employers. It allows companies to target niche markets, provide valuable content and networking opportunities. However, th...

AbstractReferencesFull Text PDF (205 KB)Views: 317Downloads: 115Citations: 3
Open Access Research Article·pp. 1421–1434·Vol. 45, Issue 5Jul 2024

Fingerprint preprocessing using FCN and U-net methods

Ming-Sie Pan, Chao-Hsing Fan, Ching-Chao Yang, Sheng-Gui Su, Yu-Hsin Cheng, Nai-Chieh Wei, Hsiang-Chen Hsu

Published Online: 12 Aug 2024DOI: 10.47974/JIOS-1731

In this paper: This paper analyzes the importance of optimizing fingerprint images from the perspective of front-line forensics personnel. Due to defects such as fingerprint ridge blurring and fingerprint image over...

AbstractReferencesFull Text PDF (1.4 MB)Views: 297Downloads: 103Citations: 0
Open Access Research Article·pp. 1435–1451·Vol. 45, Issue 5Jul 2024

Advancing skill development and emotional support in special education through AMLE

Abdul Khader Jilani Saudagar, Ramesh Chandra Poonia, P. Prabu, Muhammad Badruddin Khan

Published Online: 12 Aug 2024DOI: 10.47974/JIOS-1758

In this paper: The Adaptive Metaverse Learning Ecosystem (AMLE) emerges as a transformative model in special education, outperforming existing methods in skill development, academic performance, and emotional suppor...

AbstractReferencesFull Text PDF (692 KB)Views: 262Downloads: 128Citations: 1
Open Access Research Article·pp. 1453–1463·Vol. 45, Issue 5Jul 2024

Optimizing energy consumption in deep learning models using pruning and quantization techniques

Halah A. Al-Alshaikh

Published Online: 12 Aug 2024DOI: 10.47974/JIOS-1759

In this paper: Within the past few a long time, the broad utilize of profound learning models has driven to huge enhancements in numerous regions. Be that as it may, their tall handling needs are still an issue, par...

AbstractReferencesFull Text PDF (855 KB)Views: 195Downloads: 129Citations: 0
Open Access Research Article·pp. 1465–1475·Vol. 45, Issue 5Jul 2024

An optimization approach for real-time object detection in IoT devices through edge computing and deep learning

Ramesh Chandra Poonia, Riyad Almakki, Abdul Khader Jilani Saudagar, Abdullah Altameem, Mubarak Albathan

Published Online: 12 Aug 2024DOI: 10.47974/JIOS-1768

In this paper: Real-time protest acknowledgment in IoT gadgets is vital for numerous employments, but it can be difficult to do since they do not have a part of computing control. To bargain with these issues, this...

AbstractReferencesFull Text PDF (607 KB)Views: 217Downloads: 110Citations: 1
Open Access Research Article·pp. 1477–1486·Vol. 45, Issue 5Jul 2024

A detailed examination of LSTM networks for large-scale text generation with optimizing sequence models

Ramesh Chandra Poonia, Riyad Almakki, Abdul Khader Jilani Saudagar, Abdullah Altameem, Mubarak Albathan

Published Online: 12 Aug 2024DOI: 10.47974/JIOS-1769

In this paper: It discover long-range connections in direct information, Long Short-Term Memory (LSTM) systems have gotten to be valuable for making huge sums of content. We take a near see at LSTM systems in this t...

AbstractReferencesFull Text PDF (539 KB)Views: 266Downloads: 129Citations: 0