Open Access
Research Article·pp. i–vii·Vol. 46, Issue 4-BMay 2025
Dinesh Goyal, Anil Kumar, Maria Ganzha
Published Online: 31 May 2025DOI: 10.47974/JIOS-46-4-B-Foreword In this paper: Advances in Internet of Things (IoT) and its applications in real life have revolutionalized the way human beings interact with machines, enabled the integration of sensors, devices, and systems to co...
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Open Access
Research Article·pp. 1129–1139·Vol. 46, Issue 4-BMay 2025
Monali G. Dhote, Bhushan Marutirao Nanche, Parikshit Mahalle, Syed Sumera Ali, Monali Gulhane, Vijay Suresh Karwande
Published Online: 31 May 2025DOI: 10.47974/JIOS-1897 In this paper: Autonomous vehicles (AVs) need efficient path planning systems to get around in complicated settings safely and successfully. It can be hard for traditional methods to change to changing situations an...
Open Access
Research Article·pp. 1141–1151·Vol. 46, Issue 4-BMay 2025
Ravindra K. Moje, Bhavana Tiple, Shankar M. Patil, Tushar Jadhav, Aniket Prakashrao Munshi, Akshay Revekar
Published Online: 31 May 2025DOI: 10.47974/JIOS-1898 In this paper: Deep neural networks (DNNs) have made multi-task learning (MTL) a powerful way to learn multiple linked tasks at once, using shared models to improve generalization and speed. But successfully matchin...
Open Access
Research Article·pp. 1153–1163·Vol. 46, Issue 4-BMay 2025
Araddhana Arvind Deshmukh, Priyanka S. Dhumal, Shankar M. Patil, Samir N. Ajani, Gaurav Gondhalekar, Ajay Kumar Mehta, Saurabh Bhattacharya
Published Online: 31 May 2025DOI: 10.47974/JIOS-1899 In this paper: More and more apps are using deep learning models, which has raised worries about how vulnerable they are to threats from other programs. As a result, academics have looked into adaptable noise input...
Open Access
Research Article·pp. 1165–1175·Vol. 46, Issue 4-BMay 2025
Shyam Deshmukh, Bhavana Tiple, Gurunath T. Chavan, Madhura Phatak, Gaurav Gondhalekar, Rajesh B. Raut
Published Online: 31 May 2025DOI: 10.47974/JIOS-1900 In this paper: Deep learning models are the most important part of current AI systems because they can learn complex patterns from data in a very impressive way. However, creating these models often takes a lot of t...
Open Access
Research Article·pp. 1177–1187·Vol. 46, Issue 4-BMay 2025
Gurunath T. Chavan, Santosh H. Lavate, Pradip Ram Selokar, Deepti Raverkar, Aniket Prakashrao Munshi, Kriti Kusum
Published Online: 31 May 2025DOI: 10.47974/JIOS-1901 In this paper: Traditional strategies for managing portfolios often rely on rigid models and people’s gut feelings, which might not work as well when the market is changing and unclear. Instead, DRL seems like a goo...
Open Access
Research Article·pp. 1189–1198·Vol. 46, Issue 4-BMay 2025
Jyoti Chetan Vanikar, Swati Bula Patil, Archana S. Banait, Vinit Khetani, Gaurav Gondhalekar, Yatin Gandhi
Published Online: 31 May 2025DOI: 10.47974/JIOS-1902 In this paper: The future of leadership is deeply connected to the complexity of the modern world, which calls for a deep merging of management science concepts. This abstract talks about how to use models from mana...
Open Access
Research Article·pp. 1199–1209·Vol. 46, Issue 4-BMay 2025
Mahendra Alate, Dharmesh Dhabliya, Dhanaji Wagh, Jambi Ratna Raja Kumar, Swapna Ajay Shedge, Parth Sharma
Published Online: 31 May 2025DOI: 10.47974/JIOS-1903 In this paper: In an era where healthcare systems are under increasing pressure to deliver efficient and effective services, the integration of management sciences has emerged as a pivotal strategy for optimizing op...
Open Access
Research Article·pp. 1211–1220·Vol. 46, Issue 4-BMay 2025
Trupti S. Bhosale, Arun Kumar Katkoori, R. G. Hemanth Kumar, Prashant Dhage, M. M. Thorat, Yogesh D. Deshpande
Published Online: 31 May 2025DOI: 10.47974/JIOS-1904 In this paper: Statistical analysis and strong management information systems (MIS) can work together to change the way medical research is done in a field that is changing quickly. This outline explains how this me...
Open Access
Research Article·pp. 1221–1240·Vol. 46, Issue 4-BMay 2025
Bhavika Nemade, Jyoti Nair
Published Online: 31 May 2025DOI: 10.47974/JIOS-1905 In this paper: This research looks at how macroeconomic indicators impact the financial health of public sector banks in India, concentrating on changes that occurred both before and after the 2016 implementation of...
Open Access
Research Article·pp. 1241–1252·Vol. 46, Issue 4-BMay 2025
Sonam, Rahul Johari
Published Online: 31 May 2025DOI: 10.47974/JIOS-1906 In this paper: This paper introduces an algorithm aimed at enhancing secure routing in IoT networks, emphasizing the critical prerequisites of routing and security. The research demonstrates successful message excha...
Open Access
Research Article·pp. 1253–1263·Vol. 46, Issue 4-BMay 2025
Sandip Desai, Neha Amol Rahul, Vaishali Latke, Trupti Deshmukh, Parikshit Mahalle, Laxmikant Umate
Published Online: 31 May 2025DOI: 10.47974/JIOS-1987 In this paper: This paper investigates the viability of crossover machine learning (ML) models in understanding complex optimization issues inside data frameworks. Crossover ML models, which combine two or more conv...
Open Access
Research Article·pp. 1265–1275·Vol. 46, Issue 4-BMay 2025
Dhiraj Kumar Mane, Pranav Charkha, Nelson Nishant Kumar Lyngdoh, Prashant Ashok Patil, Priya P. Roy, Jitendra Kumawat, Vinit Khetani
Published Online: 31 May 2025DOI: 10.47974/JIOS-1988 In this paper: The integration of Deep learning-enhanced choice back frameworks (DSS) in wellbeing informatics has illustrated noteworthy potential to convert healthcare conveyance. This paper investigates the execu...
Open Access
Research Article·pp. 1277–1288·Vol. 46, Issue 4-BMay 2025
Vaishali V. Raje, Sukhvinder Singh Dari, Shrikrishna N. Bamne, Prasad B. Chaudhari, Trupti S. Bhosale, Girraj Khandelwal, Vinit Khetani
Published Online: 31 May 2025DOI: 10.47974/JIOS-1989 In this paper: Efficient resource allotment in healthcare frameworks could be a basic challenge, particularly given the expanding request for quality care and constrained assets. This term paper investigates the int...
Open Access
Research Article·pp. 1289–1301·Vol. 46, Issue 4-BMay 2025
Swati G. Kale, Smita N. Gambhire, Deepti Deshmukh, Dharmesh Dhabliya, Yeshil Bangera, D. J. Dahigaonkar
Published Online: 31 May 2025DOI: 10.47974/JIOS-1990 In this paper: The quick development of information and the expanding complexity of large-scale data frameworks require progressed optimization methods to guarantee tall execution, versatility, and unwavering qualit...
Open Access
Research Article·pp. 1303–1312·Vol. 46, Issue 4-BMay 2025
K. P. Kamble, Ganesh Vishnu Gosavi, Vivek Deshpande, Sachin Sakharam Gaikwad, Sarika B. Patil, Rahul Dnyanoba Shelke
Published Online: 31 May 2025DOI: 10.47974/JIOS-1991 In this paper: Putting Fuzzy Set Theory and Topology together is a key part of making decisions better in robots and autonomous systems. Fuzzy Set theory can version actual-world issues wherein trendy binary common...
Open Access
Research Article·pp. 1313–1322·Vol. 46, Issue 4-BMay 2025
Shraddha Gendlal Vaidya, Sulakshana Malwade, Vivek Deshpande, Saurabh Bhattacharya, Sagar Vasantrao Joshi, Ramesh Adireddy
Published Online: 31 May 2025DOI: 10.47974/JIOS-1992 In this paper: Controlling urban traffic flow is very essential in smart city design; so, advanced analytical tools are needed to lower congestion and increase mobility. This work explores the use of dynamical syste...
Open Access
Research Article·pp. 1323–1333·Vol. 46, Issue 4-BMay 2025
Rubana A. Khan, Bhavna Sharma, Nita M. Thakare
Published Online: 31 May 2025DOI: 10.47974/JIOS-1993 In this paper: In the fast-changing health technology domain, the need for an improvement in privacy and efficiency in the clinical scenario has become very critical. Traditional blockchain models, revolutionary in...
Open Access
Research Article·pp. 1335–1346·Vol. 46, Issue 4-BMay 2025
V. Dankan Gowda, Galiveeti Poornima, H. L. Parashivamurthy, Sampathirao Suneetha, K.D.V. Prasad, Shyamsunder Chitta
Published Online: 31 May 2025DOI: 10.47974/JIOS-1994 In this paper: The utilization of real time image analysis within the IoT networks has received increased interest because of the high demand of visual information that will support applications like smart cities, i...
Open Access
Research Article·pp. 1347–1356·Vol. 46, Issue 4-BMay 2025
Manoj Kumar Singhal, Chhaya Gunawat
Published Online: 31 May 2025DOI: 10.47974/JIOS-2001 In this paper: Software has become integral to daily life, continually expanding with increasingly complex features to meet growing expectations. However, managing these complexities—from understanding application d...
Open Access
Research Article·pp. 1357–1368·Vol. 46, Issue 4-BMay 2025
V. Dankan Gowda, Pratik Gite, Shashikala Salekoppalu Venkataramu, Madan Mohanrao Jagtap, K.D.V. Prasad, Shyamsunder Chitta
Published Online: 31 May 2025DOI: 10.47974/JIOS-1995 In this paper: In the context of IoT, both system integration and real-time processing, diverse sensor data are essential for creating smart and adaptive systems. This paper introduces a complete set of algorithms f...
Open Access
Research Article·pp. 1369–1383·Vol. 46, Issue 4-BMay 2025
Umakanta Samantsinghar, Srinivas Sethi, Ramesh Chandra Sahoo, Dhruba Charan Panda
Published Online: 31 May 2025DOI: 10.47974/JIOS-1885 In this paper: With the quick advancement of wireless communication technologies and the rising demand for spectrum resources, integrating learning and reasoning capabilities into cognitive radio networks (CRN) has...
