Open Access
Research Article·pp. i–vii·Vol. 46, Issue 2Mar 2025
Ramesh Chandra Poonia, Kamal Upreti, Uma Shankar, G.V Radhakrishnan, Mahendra D. Ingole, Mustafizul Haque, Sajid Shaikh, Jyoti Parashar et al.
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-46-2-Foreword In this paper: The aim of this special issue on “Sustainable Information Optimization : Trends and Applications” is to examine the impact of emerging technologies on Information Optimization. Within this focus area,...
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Open Access
Research Article·pp. 273–280·Vol. 46, Issue 2Mar 2025
Neeta N. Thune, A. B. Kanwade, Neha Ganvir, Mahesh Navale
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1708 In this paper: This paper introduces an Integrated Adaptive Driver Warning System (IADAS) utilizing Internet of Things (IoT) technologies to enhance road safety in modern vehicles. By employing a multi-sensor approa...
Open Access
Research Article·pp. 281–289·Vol. 46, Issue 2Mar 2025
Vijaya Raju Madri, Sreenivasulu Meruva
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1913 In this paper: The developments in language models and architectures, such as the transformer, allow us to investigate how teachers benefit from these endeavors. In this research, neural language models are employed...
Open Access
Research Article·pp. 291–303·Vol. 46, Issue 2Mar 2025
M. P. Bharathi, Samitha Khaiyum, R. Veena, S. Shivakumar Swamy
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1914 In this paper: AI and machine learning branch have revolutionized the medical sector, demonstrating significant success in the diagnosis and treatment of various cancers, including colorectal cancer (CRC). The poten...
Open Access
Research Article·pp. 305–315·Vol. 46, Issue 2Mar 2025
Pushpendra Kumar, Shraddha Arora, Shaveta Arora
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1915 In this paper: Automated sugarcane stem node extraction can be extremely useful to promote single-stem node plantlets and tissue culture techniques. It can be utilized to reduce labor, plantations, and logistics cos...
Open Access
Research Article·pp. 317–328·Vol. 46, Issue 2Mar 2025
Utkarsh Nigam, Vinodkumar M. Patel, Dhruvesh P. Patel, Ghanshyam Vadodaria
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1916 In this paper: Mathematical models are quite commonly used powerful tool in the hydrology for predicting and managing the water in various environments. Applications of rainfall runoff mathematical modeling highligh...
Open Access
Research Article·pp. 329–344·Vol. 46, Issue 2Mar 2025
Mohammad Shane Alam, Yahia A. Kaabi, Md. Mazharul Hoque, Farhana Riyaz Shah, Muhammad H. Khawaji, Abdullah F. Kamili, Abdulaziz A. Mandili, Najeeb M. Musharri et al.
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1918 In this paper: This study intends to explore the widespread nature of hypomagnesaemia among college students at Jazan University and test possible link with some anthropometric attributes like their ages, height, we...
Open Access
Research Article·pp. 345–358·Vol. 46, Issue 2Mar 2025
Lakshmi Deepthi Nukala, G. Madhukar Rao
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1919 In this paper: A growing need for healthcare treatments for skin conditions, melanoma, etc, in the medical prognosis for skin illnesses. The timely identification or precise diagnosis of skin conditions or illnesses...
Open Access
Research Article·pp. 359–369·Vol. 46, Issue 2Mar 2025
Mudit Chaturvedi, Shilpa Sharma, Gulrej Ahmed
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1920 In this paper: Financial fraud poses a major threat to banking and financial organizations, leading to financial losses and erosion of public trust. This paper proposes an early financial fraud detection and prevent...
Open Access
Research Article·pp. 371–382·Vol. 46, Issue 2Mar 2025
Prashant Vats, Susheela Vishnoi, Surabhi Shanker, Meenakshi Narula, Govind Murari Upadhyay, Kamiya Vats
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1921 In this paper: To integrate competency-based curricular frameworks, this study examines how Indian primary school educators in public schools use information and communication technology (ICT). To maximize ICT utili...
Open Access
Research Article·pp. 383–401·Vol. 46, Issue 2Mar 2025
Kanika Bhalla, Anjana Gosain
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1922 In this paper: Fuzzy clustering techniques are commonly applied to manage intricate data patterns using fuzzy partitioning methods. However, their performance deteriorates in presence of noise/outliers and higher-di...
Open Access
Research Article·pp. 403–413·Vol. 46, Issue 2Mar 2025
Pilli Mounika, K. Venkata Subba Reddy, N. Ramakrishnaiah
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1923 In this paper: Multimodal image retrieval, which involves retrieving images using various modalities such as text, audio, or other images, has significant research importance due to its wide-ranging applications and...
Open Access
Research Article·pp. 415–425·Vol. 46, Issue 2Mar 2025
Pilli Mounika, K. Venkata Subba Reddy, N. Ramakrishnaiah
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1924 In this paper: The rapid expansion of multimedia repositories surpasses the capabilities of traditional data analysis. An advanced image retrieval (IR) model is essential for accurately retrieving relevant images. N...
Open Access
Research Article·pp. 427–437·Vol. 46, Issue 2Mar 2025
Komuravelli Mounika, B. V. RamNaresh Yadav
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1925 In this paper: Traditional data analysis is not up to pace with the quick rate at which multimedia repositories are growing. For finding pertinent images with optimized accuracy, a sophisticated visual informative r...
Open Access
Research Article·pp. 439–451·Vol. 46, Issue 2Mar 2025
Abhishek Chauhan, Saurav Kumar, Atul Kumar Karn, Shilpa Sharma
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1926 In this paper: Artificial Intelligence (AI) is a critical component of digital marketing optimisation because it allows companies to provide effective and personalised client experiences. Artificial intelligence (AI...
Open Access
Research Article·pp. 453–466·Vol. 46, Issue 2Mar 2025
B. Rama Subbaiah, K. Rajendra Prasad, R. Obulakonda Reddy, Krushima Soma, Mallikarjun Yaramadhi, Muniyandy Elangovan, Keerthana Palaparthy
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1927 In this paper: In today’s rapidly advancing technological landscape, emerging areas such as Augmented Reality (AR), Virtual Reality (VR), blockchain, and quantum computing present significant potential for innovatio...
Open Access
Research Article·pp. 467–483·Vol. 46, Issue 2Mar 2025
D. Mahammad Rafi, K. Kishore, B. Rama Subbaiah, Muniyandy Elangovan, D. Kishore Babu, Pabba Varshin Tej
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1928 In this paper: Phishing attacks pose critical cybersecurity challenges, demanding robust detection methods. This study presents a novel hybrid model combining Convolutional Neural Networks (CNN) and Long Short-Term...
Open Access
Research Article·pp. 485–496·Vol. 46, Issue 2Mar 2025
R. Obulakonda Reddy, D. Mahammad Rafi, K. S. R. K. Sarma, CH. N. Santhosh Kumar, Muniyandy Elangovan, N. Sreevani, Deepak Damarla
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1929 In this paper: In medical imaging, insurance claims, intelligence systems, forensic investigation, criminal investigation, and journalism, digital pictures are playing a bigger role. Nevertheless, it is tough to d...
Open Access
Research Article·pp. 497–508·Vol. 46, Issue 2Mar 2025
R. Raja Kumar, K. S. R. K. Sarma, D. Mahammad Rafi, CH. N. Santhosh Kumar, S. Rajeswari, Muniyandy Elangovan, Sameera Bethapudi
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1930 In this paper: The role of digital forensics [1] tools such as Autopsy has become increasingly critical in managing and analyzing forensic data. This paper presents a comprehensive evaluation of Autopsy, focusing on...
Open Access
Research Article·pp. 509–519·Vol. 46, Issue 2Mar 2025
Mallikarjun Yaramadhi, K. Subba Reddy, K. Rajendra Prasad, Mandavilli Kavya, Muniyandy Elangovan, S. Rajeswari, Reeha Thouheed
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1931 In this paper: Advancements in web services have increased the need for enhanced security in user authentication systems. Insider attacks, where privileged insiders compromise sensitive information, pose a significa...
Open Access
Research Article·pp. 521–530·Vol. 46, Issue 2Mar 2025
A. Krishna Chaitanya, S. Satheesh, R. Raja Kumar, A. Rajyalakshmi, K. Lakshmi Abhigyna, E. Surya Teja, T. Nikhil
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1932 In this paper: Credit card fraud presents a serious threat to financial institutions, causing substantial financial and reputational damage. To address this, the proposed method combines a neural network with a rule...
Open Access
Research Article·pp. 531–540·Vol. 46, Issue 2Mar 2025
Vaibhav Bhavnagar, Vaibhav Bhatnagar, Linesh Raja
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1957 In this paper: Nitrogen is a macronutrient that is responsible for crop development. Accurate nitrogen prediction improves crop productivity. This study aims to enhance nitrogen prediction in wheat crops using convo...
Open Access
Research Article·pp. 541–551·Vol. 46, Issue 2Mar 2025
Sushilkumar Chavhan, R. C. Dharmik
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1958 In this paper: Learning-to-rank (LTR) is a very important task in information retrieval. However, in today’s era of exponentially growing data volumes available over the internet, acquiring high-quality data for fea...
Open Access
Research Article·pp. 553–562·Vol. 46, Issue 2Mar 2025
Chowdam Leelavathi, Gousia Thahniyath, K. Rajendra Prasad
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1959 In this paper: The identification of suspicious activity is greatly influenced by the efficient learning and classification of video data. Learning large videos requires more processing time than conventional deep l...
Open Access
Research Article·pp. 563–578·Vol. 46, Issue 2Mar 2025
Jyoti Mante-Khurpade, Kishor Kolhe
Published Online: 17 Mar 2025DOI: 10.47974/JIOS-1960 In this paper: As the number of devices connected are more in the Internet of Things (IoT), these devices create different data sharing, which leads to security and privacy issues. Current IoT cybersecurity solution...
