Open Access
·pp. i–vi·Vol. 47, Issue 9-ASep 2026
Khursheed Alam, Santosh Kumar, Nitendra Kumar, Özen Özer
Published Online: 30 Sep 2026DOI: 10.47974/JIOS-47-9-A-Foreword In this paper: It gives us immense pleasure to present this special issue entitled “Recent Advances in Information Sciences, Optimization, and Intelligent Computational Methods”. This issue brings together a diverse...
AbstractFull Text PDF (109 KB)Views: 64Downloads: 54Citations: 0
Open Access
Research Article·pp. 3143–3151·Vol. 47, Issue 9-ASep 2026
Arti Bansode, Anita Chaware
Published Online: 30 Sep 2026DOI: 10.47974/JIOS-2353 In this paper: Entropy is used to quantify uncertainty in probabilistic representations. Hence, studying how uncertainty evolves across layers in LLMs can help us understand how these models process different langua...
Open Access
Research Article·pp. 3153–3166·Vol. 47, Issue 9-ASep 2026
Manasi Ghule, Anita Chaware
Published Online: 30 Sep 2026DOI: 10.47974/JIOS-2355 In this paper: Transfer learning has emerged as a pivotal technique for biomedical image classification, where labeled data is limited and computation cost of model training is very high. By leveraging pre-trained n...
Open Access
Research Article·pp. 3167–3178·Vol. 47, Issue 9-ASep 2026
Mukhtar Raji, Arjan Singh, Satya Bir Singh
Published Online: 30 Sep 2026DOI: 10.47974/JIOS-2356 In this paper: The Traveling Salesman Problem (TSP) is a well-known combinatorial optimization problem, that has gained popularity over the past few years because of its broad applicability in service, logistics, an...
Open Access
Research Article·pp. 3179–3192·Vol. 47, Issue 9-ASep 2026
Bamidele Busari Abdullahi, Jayant Shekhar, Pushpendra Kumar Rajput
Published Online: 30 Sep 2026DOI: 10.47974/JIOS-2414 In this paper: In almost all most 99% investigations, the main issue is to determine whether or not a particular person was present at the crime scene. The internet of things (IoT) and smart devices have been very h...
Open Access
Research Article·pp. 3193–3206·Vol. 47, Issue 9-ASep 2026
Vikas Gupta, Pushpendra Kumar Rajput, Manoj Kumar
Published Online: 30 Sep 2026DOI: 10.47974/JIOS-2415 In this paper: While fourth generation (4G) network is taking shape in all existing mobile networks & alongside on a worldwide scale the fifth generation (5G) network is expanding quickly. The rapid development of t...
Open Access
Research Article·pp. 3207–3223·Vol. 47, Issue 9-ASep 2026
Swati Sah, Shivam Kumar, Ravi Prakash Chaturvedi, Ganesh Kumar Dixit, Rejwan Bin Sulaiman, Saurabh Kumar
Published Online: 30 Sep 2026DOI: 10.47974/JIOS-2416 In this paper: The rapid emergence of generative models has given rise to hyper-realistic deepfakes and introduces threats to digital trust, privacy, and security. Traditional methods of detecting deepfake videos ha...
Open Access
Research Article·pp. 3225–3240·Vol. 47, Issue 9-ASep 2026
L. Thangapalani, K. Bala
Published Online: 30 Sep 2026DOI: 10.47974/JIOS-2417 In this paper: Quantum communication is based on the laws of quantum mechanics e.g. superposition and no-cloning law to provide highly secure information transmission. In spite of the inherent positive attributes, t...
Open Access
Research Article·pp. 3241–3255·Vol. 47, Issue 9-ASep 2026
S. Baghavathi Priya, D. Pradeep Raj, G. K. Tharun Kaarthik, Venkateswaran Radhakrishnan, Syed Arshad Ali
Published Online: 30 Sep 2026DOI: 10.47974/JIOS-2418 In this paper: Loss of digital trust is the primary critical issue that today’s growing and sophisticated phishing campaigns pose against the global digital economy. Such well-orchestrated social engineering attacks...
AbstractReferencesViews: 80Downloads: 0Citations: 0
Open Access
Research Article·pp. 3257–3271·Vol. 47, Issue 9-ASep 2026
Pradeep Kumar, Anuradha Singh, Nishant Gupta, Dharm Raj, Anand Pandey, Abhishek Jain
Published Online: 30 Sep 2026DOI: 10.47974/JIOS-2419 In this paper: The autonomous migration capability of mobile agents makes them highly susceptible to various security threats during their movement across distributed platforms. Consequently, ensuring the security o...
Open Access
Research Article·pp. 3273–3291·Vol. 47, Issue 9-ASep 2026
Sonia Setia, Aanjey Mani Tripathi, Trapti Shrivastava, Mahima Shanker Pandey, Bihari Nandan Pandey, Dharm Raj
Published Online: 30 Sep 2026DOI: 10.47974/JIOS-2420 In this paper: A significant influence on recommendation systems comes from the attractiveness of products in the current rating collection (RS). To lessen the recommendation model’s bias, it is also necessary to ad...
Open Access
Research Article·pp. 3293–3308·Vol. 47, Issue 9-ASep 2026
Supriya Maheshwari, Khursheed Alam, Masood Alam, A. K. Singh, Surekha Manohar Jadhav, Firdaus Mohamad Hamzah
Published Online: 30 Sep 2026DOI: 10.47974/JIOS-2421 In this paper: An adaptive fuzzy control model is developed as an optimization-based real-time insulin delivery system for managing diabetes. The fuzzy controller uses 3 input values (blood glucose levels, rate of c...
Open Access
Research Article·pp. 3309–3322·Vol. 47, Issue 9-ASep 2026
Ayub Khan, Pardeep Kumar, Sarita Jha, Tripti Anand, Govind Kumar Jha
Published Online: 30 Sep 2026DOI: 10.47974/JIOS-2422 In this paper: This research work investigates how to control the chaos in dissipative dynamical systems. To this aim, we have analyzed the novel systems: one is related to the variation in temperature caused by mic...
Open Access
Research Article·pp. 3323–3337·Vol. 47, Issue 9-ASep 2026
Ayub Khan, Ajeet Singh, Pardeep Kumar, Dhanpal Singh
Published Online: 30 Sep 2026DOI: 10.47974/JIOS-2423 In this paper: In this study, we are going to examining about microorganisms present in the environment influence the nature of populations affected by psychological disorders. For this objective, we have used two d...
Open Access
Research Article·pp. 3339–3351·Vol. 47, Issue 9-ASep 2026
Buba Hambagda, Kaze Atsi, Babatunde Aina
Published Online: 30 Sep 2026DOI: 10.47974/JIOS-2424 In this paper: In this work, a hybrid block method based on the four-step Adams-Moulton scheme specifically tailored for solving stiff control problems has been presented. Tests for\ convergence and stability are co...
Open Access
Research Article·pp. 3353–3369·Vol. 47, Issue 9-ASep 2026
N. Kumar, Mahendra Swain, Aftab Ahmed
Published Online: 30 Sep 2026DOI: 10.47974/JIOS-2428 In this paper: Ubiquitously promoting digital system emulates the human visual capabilities to get forward every manual step for fully automated system. Agriculture is one of the most necessary and fruitful domains...
