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 47·Issue 7·July 2026·23 Articles

Volume 47, Issue 7

Articles

Open Access Research Article·pp. 2511–2520·Vol. 47, Issue 7Jul 2026

Low contrast image enhancement by implementation optical filter techniques

Murooj S. Tawfek, Ghada S. Karam, Ziad M. Abood

Published Online: 16 Jul 2026DOI: 10.47974/JIOS-1937

In this paper: Images have been a significant medium for information analysis in recent years. However, Occasionally, the collected image may suffer from poor light and become hazy due to technological restrictions...

AbstractReferencesFull Text PDF (1.1 MB)Views: 127Downloads: 104Citations: 0
Open Access Research Article·pp. 2521–2534·Vol. 47, Issue 7Jul 2026

Targeting synchronization of different-dimensional chaotic systems

Chotan Roy, Mohammad Ali Khan

Published Online: 24 Jan 2026DOI: 10.47974/JIOS-1977

In this paper: This work presents targeting chaotic synchronization of different-dimensional dynamic system. Here we use extensive theory of coupling of different-dimensional dynamic chaos systems with mismatch para...

AbstractReferencesFull Text PDF (692 KB)Views: 137Downloads: 80Citations: 0
Open Access Research Article·pp. 2535–2582·Vol. 47, Issue 7Jul 2026

Blockchain for secure computing : Technologies, challenges, and future scope

Ashish Singh, Pradeep Kumar Roy

Published Online: 21 Oct 2025DOI: 10.47974/JIOS-1980

In this paper: Secure computing is critical across a wide array of domains, such as finance, healthcare, Internet of Things (IoT), cloud computing, and online services. Blockchain technology has emerged as one of th...

AbstractReferencesFull Text PDF (1.8 MB)Views: 155Downloads: 67Citations: 0
Open Access Research Article·pp. 2583–2599·Vol. 47, Issue 7Jul 2026

A smart agriculture solution for crop disease detection : A deep learning

Aditya Sharma, Raman Kumar

Published Online: 03 Jul 2026DOI: 10.47974/JIOS-2108

In this paper: Crop diseases can greatly affect crop yields, and early detection is thus important to reduce losses. Recently, different automatic plant disease recognition systems have been developed. This paper in...

AbstractReferencesFull Text PDF (1.1 MB)Views: 140Downloads: 74Citations: 0
Open Access Research Article·pp. 2601–2606·Vol. 47, Issue 7Jul 2026

A new variant of trapezoidal technique for simulation of nonlinear equations

Inderjeet, Rashmi Bhardwaj

Published Online: 02 Jun 2026DOI: 10.47974/JIOS-2152

In this paper: Nonlinear equations arise in many fields of science and engineering. Solving these equations numerically is often challenging due to their complex nature. Finding roots of nonlinear equations is chall...

AbstractReferencesFull Text PDF (433 KB)Views: 104Downloads: 70Citations: 0
Open Access Research Article·pp. 2607–2617·Vol. 47, Issue 7Jul 2026

A machine learning approach for personalized course recommendation systems for learners

Anu Thomas, Gayatri Pandi

Published Online: 30 Jun 2026DOI: 10.47974/JIOS-2154

In this paper: This paper presents a novel approach to enhancing collaborative filtering for course recommendations by integrating Hybrid Fruit-fly Optimized Density-Based K-Means Clustering (HFO-KMC) with Atten-BER...

AbstractReferencesFull Text PDF (522 KB)Views: 113Downloads: 80Citations: 0
Open Access Research Article·pp. 2619–2633·Vol. 47, Issue 7Jul 2026

Hybrid frequency-domain and machine learning framework for image noise classification and adaptive restoration

Aakanksha Jain, Harshal Arolkar

Published Online: 31 Jul 2026DOI: 10.47974/JIOS-2163

In this paper: Classification and restoration of envision noise are important problems in digital image processing that affect computer vision, medical imaging, and multimedia applications. This paper presents a sop...

AbstractReferencesFull Text PDF (794 KB)Views: 54Downloads: 40Citations: 0
Open Access Research Article·pp. 2635–2649·Vol. 47, Issue 7Jul 2026

Log-linear algorithm to generate prime trees

Karnam Gurunadhan Tharunraj, P. Ragukumar

Published Online: 05 Mar 2026DOI: 10.47974/JIOS-2176

In this paper: A graph G is considered to have a prime labeling when each of its |V| vertices is assigned a unique label from the set {1, 2, 3, 4, …,|V|}, ensuring that the labels of any two connected vertices are c...

AbstractReferencesFull Text PDF (661 KB)Views: 142Downloads: 70Citations: 0
Open Access Research Article·pp. 2651–2657·Vol. 47, Issue 7Jul 2026

Optimization bisection technique : By using quantum calculus approach

Inderjeet, Rashmi Bhardwaj

Published Online: 06 Jun 2026DOI: 10.47974/JIOS-2180

In this paper: This paper presents a numerical simulation approach for solving nonlinear equations using a quantum Bisection Optimization technique. We propose an enhanced version of Bisection technique based on qua...

AbstractReferencesFull Text PDF (459 KB)Views: 70Downloads: 72Citations: 0
Open Access Research Article·pp. 2659–2665·Vol. 47, Issue 7Jul 2026

Optimization of fake news detection models using advanced machine learning techniques

Ashish R Savaliya, Amrita Sharma, Monika Arora

Published Online: 31 Jul 2026DOI: 10.47974/JIOS-2199

In this paper: The reality that social media, blogs, and websites can be utilized by anybody makes a part of issues. Fake news can be a huge issue that can hurt individuals or indeed make struggle between nations. S...

AbstractReferencesFull Text PDF (499 KB)Views: 55Downloads: 32Citations: 0
Open Access Research Article·pp. 2667–2680·Vol. 47, Issue 7Jul 2026

An optimization model for software design process using soft computing techniques

Sufia Nadeem Chishti, Ajeet Singh

Published Online: 31 Jul 2026DOI: 10.47974/JIOS-2322

In this paper: There is an urge of a scheme to provide an optimization program that calculates optimal values of parameters being used in software design process. This paper is beneficial in AOP (Aspect Oriented Pro...

AbstractReferencesFull Text PDF (824 KB)Views: 47Downloads: 40Citations: 0
Open Access Research Article·pp. 2681–2694·Vol. 47, Issue 7Jul 2026

Explainable deep learning framework for multimodal emotion recognition using physiological signals

Md Iqbal, Rishi Kumar Sharma, Vivek Kumar, Arvinda Kushwaha, Hriday Kumar Gupta, Mohd Anas Khan

Published Online: 31 Jul 2026DOI: 10.47974/JIOS-2324

In this paper: Emotion recognition is one of the most essential components of affect-aware systems in human–computer interaction, mental health assessment, and adaptive intelligent environments. Despite recent progr...

AbstractReferencesFull Text PDF (770 KB)Views: 64Downloads: 50Citations: 0
Open Access Research Article·pp. 2695–2712·Vol. 47, Issue 7Jul 2026

BS-EHR : Blockchain-based secure electronic health record sharing

Md Ahteshamul Haque, Khaleel Ahmad, Sobiya Arsheen, Laura Emilia Maria Ricci, Fabrizio Baiardi

Published Online: 31 Jul 2026DOI: 10.47974/JIOS-2325

In this paper: Blockchain is a disruptive technology currently finding its position in several domains of day-to-day life, like finance and administration. In healthcare, it can improve quality of life by addressing...

AbstractReferencesFull Text PDF (1.2 MB)Views: 81Downloads: 46Citations: 0
Open Access Research Article·pp. 2713–2722·Vol. 47, Issue 7Jul 2026

Multiphase code clone detection using NSGA-II

Neha Saini, Shalu, Upasna Joshi, Ankit Gambhir, Aniket Singh, Mohd Anas Khan

Published Online: 31 Jul 2026DOI: 10.47974/JIOS-2326

In this paper: This duplication of source code is termed as code cloning. This is the most widely used source code reusing technique in software development. When one bug is discovered in a single section of a code,...

AbstractReferencesFull Text PDF (399 KB)Views: 71Downloads: 41Citations: 0
Open Access Research Article·pp. 2723–2741·Vol. 47, Issue 7Jul 2026

A lightweight vision-language framework for infrastructure-free indoor navigation

Arpit Jain, Bhuvan Unhelkar, Prasun Chakrabarti, Shilpa Choudhary, Khemraj Sharma

Published Online: 31 Jul 2026DOI: 10.47974/JIOS-2327

In this paper: A lightweight vision-only indoor navigation framework that constructs a room connectivity graph from a simple monocular video walkthrough and uses it for real-time guidance. Our approach harnesses vis...

AbstractReferencesFull Text PDF (1.1 MB)Views: 56Downloads: 41Citations: 0
Open Access Research Article·pp. 2743–2756·Vol. 47, Issue 7Jul 2026

LTVC-Net : Multi-scale dilated and attention-based CNN for mango leaf disease detection

Mohan Vishal Gupta, Ranjana Sharma, Gesu Thakur, Bhupender Singh Rawat

Published Online: 31 Jul 2026DOI: 10.47974/JIOS-2328

In this paper: Mango ranks among the fruits that are of high economic value, and the leaf diseases like anthracnose, powdery mildew, bacterial canker, and sooty mold have great impact on the productivity. Efficient...

AbstractReferencesFull Text PDF (575 KB)Views: 70Downloads: 39Citations: 0
Open Access Research Article·pp. 2757–2770·Vol. 47, Issue 7Jul 2026

A scalable deep learning-based context-aware recommendation framework using autoencoder-regularized neural interaction modeling

Md Mahtab Alam, Mumtaz Ahmed, Wakar Ahmad

Published Online: 31 Jul 2026DOI: 10.47974/JIOS-2329

In this paper: Recommendation systems are needed to handle large-scale user-item interactions on digital platforms, but they often face severe data sparsity and cold-start issues. Current collaborative filtering and...

AbstractReferencesFull Text PDF (577 KB)Views: 65Downloads: 31Citations: 0
Open Access Research Article·pp. 2771–2778·Vol. 47, Issue 7Jul 2026

Energy harvesting enabled cryptographically secure MAC design for IEEE 802.15.6 WBANs

Anita Shukla, Ankit Jain, Sneha Khoria, Hema Singh, Awanit Kumar, Rohit Maheshwari

Published Online: 31 Jul 2026DOI: 10.47974/JIOS-2331

In this paper: Wireless Body Area Network (WBAN) uses Cryptographic Security for the protection of sensitive information stored and transmitted between body-worn devices (i.e. medical devices). Although Cryptographi...

AbstractReferencesFull Text PDF (424 KB)Views: 58Downloads: 47Citations: 0
Open Access Research Article·pp. 2779–2788·Vol. 47, Issue 7Jul 2026

Effectiveness of lazy algorithm-based software effort estimation

Shalu, Neha Saini, Aman Kumar, Ankit Gambhir, Aniket Singh

Published Online: 31 Jul 2026DOI: 10.47974/JIOS-2332

In this paper: Effort estimation in software development is crucial, since it enables a company to distribute resources efficiently, establish project schedules, and formulate budgets. Conventional approaches to the...

AbstractReferencesFull Text PDF (351 KB)Views: 72Downloads: 42Citations: 0
Open Access Research Article·pp. 2789–2806·Vol. 47, Issue 7Jul 2026

AI-driven optimization model for software requirement prioritization

Deepali Shahane, Babasaheb Dnyandeo Patil, Prashant Kharat, Manisha Shinde-Pawar, Vikas V. Patil

Published Online: 31 Jul 2026DOI: 10.47974/JIOS-2366

In this paper: Manual Software requirements engineering has encountered significant challenges related to time overhead, high human effort, susceptibility to errors, and limited scalability for dynamic change handli...

AbstractReferencesFull Text PDF (1.0 MB)Views: 71Downloads: 51Citations: 0
Open Access Research Article·pp. 2807–2820·Vol. 47, Issue 7Jul 2026

Optimizing convolutional neural network architectures : An experimental evaluation of key parameter tuning in smart city building project

Vrushali Rajaram Kadam, Dommaraju Sireesha

Published Online: 31 Jul 2026DOI: 10.47974/JIOS-2367

In this paper: The unregulated and improper monitoring procedures of urban and metropolitan cities lead to poor land usage, uncontrolled urbanization, and pose a risk to the infrastructural tolerability of city life...

AbstractReferencesFull Text PDF (1.3 MB)Views: 42Downloads: 57Citations: 0
Open Access Research Article·pp. 2821–2836·Vol. 47, Issue 7Jul 2026

Convex polytopes of constant local multiset dimension with an application

K. Pragathi, S. B. Chandrakala, B. Sooryanarayana, J. Ravikumar

Published Online: 31 Jul 2026DOI: 10.47974/JIOS-2368

In this paper: Determining the minimum monitoring points in a road network which remains constant, even as the network expands plays a crucial role in efficient traffic monitoring, congestion detection and adaptive...

AbstractReferencesFull Text PDF (633 KB)Views: 67Downloads: 44Citations: 0
Open Access Research Article·pp. 2837–2845·Vol. 47, Issue 7Jul 2026

Wavelet -assisted efficient Swin Transformer network for image dehazing

Rahul Vishnoi, Alka Verma, Vibhor Kumar Bhardwaj

Published Online: 31 Jul 2026DOI: 10.47974/JIOS-2406

In this paper: Image dehazing increases the clarity of the visual aspect of a driver using a vehicle; when surveilling; and during consumer photographic use. Dehazing using CNN and the physics-based method has no me...

AbstractReferencesFull Text PDF (1.1 MB)Views: 69Downloads: 41Citations: 0