TARU PUBLICATIONS
Journal of Information and Optimization Sciences cover
Hybrid ·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
Special Issue

Recent Advances in Artificial Intelligence, Communication and Electronic Systems (RAICE 2025)

Volume 46, Issue 1·January 2025·26 articles

Articles

Open Access Research Article·pp. i–viii·Vol. 46, Issue 1Jan 2025

Special Issue on Recent Advances in Artificial Intelligence, Communication and Electronic Systems (RAICE 2025) 

Kirti Gupta, Yugnanda Puri, Manoj Sharma, Hari Chauhan, Urvi Maniar, Prakhar Sharma

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-46-1-Foreword

In this paper: International Conference on “Recent Advances in Artificial Intelligence, Communication and Electronic Systems (RAICE 2025)” organised at Bharati Vidyapeeth’s College of Engineering, New Delhi, from 6t...

AbstractFull Text PDF (121 KB)Views: 266Downloads: 76Citations: 0
Open Access Research Article·pp. 1–14·Vol. 46, Issue 1Jan 2025

Hyperparameter tuning of CNN based potato plant disease detection model integrated with GridSearchCV

Kajal Kaul, Anuradha Chug, Amit Prakash Singh, Ravinder Kumar, V. Shanmugam

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1846

In this paper: There is an increasing need for enhancing plant health in the potato crop since Potato is the staple diet for majority of population living in Asia. Potato crop yield is of prime importance for farmer...

AbstractReferencesFull Text PDF (819 KB)Views: 320Downloads: 54Citations: 1
Open Access Research Article·pp. 15–23·Vol. 46, Issue 1Jan 2025

Strategies for mitigating hidden node challenges to enhance performance and reliability in IEEE 802.15.7 MAC layer wireless networks : A comprehensive survey

Monica Bhutani, Sandeep Sharma, Manish Talwar, Nitin Gupta, Sandeep Banerjee, Bharat Singh, K. Sudha

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1847

In this paper: One of the major breakthroughs in wireless communication technology is represented by Visible Light Communication (VLC) standardised at ISO level within IEEE 802.15.7 Due to its advantages i.e., high...

AbstractReferencesFull Text PDF (208 KB)Views: 263Downloads: 68Citations: 1
Open Access Research Article·pp. 25–32·Vol. 46, Issue 1Jan 2025

Optimized GTS allocation strategies for enhanced performance in IEEE 802.15.7 based VLC networks

Monica Bhutani, K. Sudha, Manish Talwar, Sandeep Banerjee, Bharat Singh, Sandeep Sharma, Vivek Chaurasiya

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1848

In this paper: Visible Light Communication (VLC) has emerged as a promising technology for high-speed wireless communication, which employs the visible spectrum to transmit information. As the title indicates, IEEE...

AbstractReferencesFull Text PDF (150 KB)Views: 202Downloads: 85Citations: 0
Open Access Research Article·pp. 33–42·Vol. 46, Issue 1Jan 2025

An edge AI based real-time spatial monitoring system

Jolly Parikh, Ameya Bhargava, Saji M. Antony, Yugnanda Puri, Urvi Maniar, Devansh Singhal, Mayank Singh, Manoj Sharma

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1849

In this paper: Sensors 4.0 are indispensable components of Industry 4.0. Ultrasonic sensors play a crucial role for enabling automation in the current era of Industry 4.0. The purpose of this study is to explore the...

AbstractReferencesFull Text PDF (730 KB)Views: 291Downloads: 84Citations: 0
Open Access Research Article·pp. 43–52·Vol. 46, Issue 1Jan 2025

Leveraging convolutional neural networks for real-time student attendance tracking

Rajesh Yadav, Swati Gupta, Meenakshi Malik, Poonam Yadav

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1850

In this paper: This study presents an advanced Convolutional Neural Network (CNN) for facial detection and identification, outperforming traditional models. The method uses a channel-wise separable CNN to extract ke...

AbstractReferencesFull Text PDF (315 KB)Views: 214Downloads: 96Citations: 0
Open Access Research Article·pp. 53–64·Vol. 46, Issue 1Jan 2025

Design of an array multiplier in PFSCL style

Shikha, Kirti Gupta, Monica Gupta, Preeti Nagrath, Bhawanand Jha, Prakhar Sharma, Mauro Zannetti

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1851

In this paper: In intergreted circuit design, the current trend is to create circuits that work well for both digital and analog (mixed signal) applications. The PFSCL has been a optimum choice in these applications...

AbstractReferencesFull Text PDF (1,016 KB)Views: 197Downloads: 84Citations: 0
Open Access Research Article·pp. 65–74·Vol. 46, Issue 1Jan 2025

Study of cyber threat intelligence, risk management and methods

Pardeep Singh, Mahesh Kumar, Neetu Sharma, Pramod Kumar, Shweta

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1852

In this paper: Cyberattacks by chronic threat actors circumvent network and device security to modify crucial data for companies and people. Cyber threat intelligence (CTI) enables organizations learn about cyber as...

AbstractReferencesFull Text PDF (840 KB)Views: 287Downloads: 92Citations: 0
Open Access Research Article·pp. 75–79·Vol. 46, Issue 1Jan 2025

Improved security in credit cards via duplicitous contract detection

Suman Yadav, Ruchi Sharma, Annu Dabas, Charu Arora, Gaurav Mitra, Apoorva Aggarwal, Arvind Rehalia, Sanjeev Sanyal et al.

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1853

In this paper: Credit card fraud is among the most prominent financial frauds in the ever-growing industry. Credit card firms must detect fraudulent transactions to ensure clients are not billed for products they di...

AbstractReferencesFull Text PDF (108 KB)Views: 228Downloads: 79Citations: 0
Open Access Research Article·pp. 81–89·Vol. 46, Issue 1Jan 2025

Analysis of attention based deep learning approach for audio image descriptions

Achin Jain, Sarita Yadav, Neetu Singh, Kajal Kaul, Arun Kumar Dubey, Prakhar Priyadarshi, Prabhav Sanga, Surinder Kaur et al.

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1854

In this paper: The aim of this paper is to focus on utilizing deep learning approaches for the building of an intelligent image captioning system. To bridge the semantic gap between the literal depiction of the imag...

AbstractReferencesFull Text PDF (678 KB)Views: 272Downloads: 91Citations: 0
Open Access Research Article·pp. 91–105·Vol. 46, Issue 1Jan 2025

BLOBDTBM : Blockchain-based structure for decentralized tourism business model

B. C. Girish Kumar, Parma Nand, Vikram Bali

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1855

In this paper: Given the nation’s current economic prosperity, the tourism sector is flourishing. Tourism is the term used to describe travel to a place that is different from your native country or hometown for a m...

AbstractReferencesFull Text PDF (1.6 MB)Views: 179Downloads: 70Citations: 2
Open Access Research Article·pp. 107–119·Vol. 46, Issue 1Jan 2025

Hate content detection through prompt engineering : A pioneering attempt

Shillpi Mishrra, Anup Kumar Barman, Apurbalal Senapati

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1856

In this paper: The detection of hate speech is a difficult task and an active study subject at the moment. Effective hate speech identification is more important than ever in a time when a sizable section of the pop...

AbstractReferencesFull Text PDF (2.4 MB)Views: 220Downloads: 84Citations: 0
Open Access Research Article·pp. 121–132·Vol. 46, Issue 1Jan 2025

Review of speaker recognition : Concepts, challenges, architectures, and future directions

Neelam Nehra, Geetanjali Sharma, Parveen Kumar, Dinesh Sheoran, Amita Yadav

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1857

In this paper: Speaker recognition refers to the task of recognizing a person from a spoken utterance with the aid of a machine. The distinctive features extracted from the speech characteristics of various individu...

AbstractReferencesFull Text PDF (266 KB)Views: 196Downloads: 103Citations: 0
Open Access Research Article·pp. 133–142·Vol. 46, Issue 1Jan 2025

Stream data and quantum mechanics together in contemporary research

Nitesh Kumar, Manish Kumar, Indu Bhushan Lal, Neeraj Kumar

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1858

In this paper: There are exciting connections between quantum physics and stream data analysis in the dynamic field of study. They handle, examine, and safeguard data in a practical manner. The peculiar connections...

AbstractReferencesFull Text PDF (690 KB)Views: 150Downloads: 47Citations: 0
Open Access Research Article·pp. 143–155·Vol. 46, Issue 1Jan 2025

Enhancing wellness through AI-powered yoga assistant : A human activity recognition application

Neha Gupta, Yogita Arora, Sarita Yadav, Neera Aggarwal, Sangeeta Gupta, Meenakshi Gupta, Prakhar Priyadarshi, Surinder Kaur

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1859

In this paper: Prioritizing health is crucial, yet it remains unfulfilled and requires increased attention. To address this issue, an automated artificial intelligence (AI) application that monitors postures and act...

AbstractReferencesFull Text PDF (1.3 MB)Views: 413Downloads: 77Citations: 0
Open Access Research Article·pp. 157–166·Vol. 46, Issue 1Jan 2025

Coindonate : A blockchain-based platform for transparent online donation system

Meena Siwach, Priyanka Nandal, Sudesh Pahal, Anamika Rana

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1860

In this paper: Blockchain technology has the potential to revolutionize the way we donate money to charity. Coindonate is a blockchain-based online donation system that aims to make donations easier, faster, and mor...

AbstractReferencesFull Text PDF (721 KB)Views: 278Downloads: 80Citations: 0
Open Access Research Article·pp. 167–177·Vol. 46, Issue 1Jan 2025

Stress detection and management using machine learning : A comprehensive approach

Ruchi Sharma, Mihika, Annu Dabas, Suman Yadav, Rubeena Vohra, Saji M. Antony, Gaurav Mitra, Arvind Rehalia et al.

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1861

In this paper: Stress is a common concern affecting all the age groups, negative consequences on both physical and mental health. Early identification and management of stress are essential for maintaining overall w...

AbstractReferencesFull Text PDF (677 KB)Views: 247Downloads: 90Citations: 0
Open Access Research Article·pp. 179–185·Vol. 46, Issue 1Jan 2025

Overcoming the implementation and technical challenges in visible light communication for practical deployment

Monica Bhutani, Jatin Gaur, Bhawanand Jha, Jitender Kumar, Yonis Gulzar, Avinash

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1862

In this paper: VLC is a short-range wireless data transmission technology with high transfer rates and security. However, it faces challenges such as restricted signal transmission due to its line-of-sight principle...

AbstractReferencesFull Text PDF (227 KB)Views: 177Downloads: 90Citations: 0
Open Access Research Article·pp. 187–203·Vol. 46, Issue 1Jan 2025

MC2R : Multi criteria based cluster routing for software defined VANET

Manish Kumar, Ram Shringar Raw

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1863

In this paper: VANET (Vehicular Ad-hoc Network) facilitates real-time and efficient communication among vehicles via vehicle-to-vehicle and vehicle-to-infrastructure interactions. The continuously evolving topology...

AbstractReferencesFull Text PDF (1.4 MB)Views: 182Downloads: 74Citations: 1
Open Access Research Article·pp. 205–211·Vol. 46, Issue 1Jan 2025

A comprehensive review of recent advances and future prospects of generative AI

Jyoti Gupta, Monica Bhutani, Pramod Kumar, Mahesh Kumar, Nisha Malhotra, Payal Malik, Kajal Kaul

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1864

In this paper: Generative AI has evolved rapidly and demonstrated accuracy in creating content with diverse yet too realistic styles. This paper provides a complete overview of the field, starting with its core prin...

AbstractReferencesFull Text PDF (291 KB)Views: 553Downloads: 115Citations: 1
Open Access Research Article·pp. 213–222·Vol. 46, Issue 1Jan 2025

Deep learning and probabilistic neural networks-based identification and classification of Pneumonia-related lung diseases

N. Vinothkumar, Ch. Madhava Rao, Swati R. Nitnaware, M. Shakunthala, K. V. Shahnaz, Nelli Sreevidya, L. Bhagyalakshmi, Nitesh Kumar

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1865

In this paper: In every part of the world, lung disease is a major issue. Early lung disease identification is crucial. A variety of deep learning techniques, such as convolutional neural networks (CNNs), Visual Geo...

AbstractReferencesFull Text PDF (1.0 MB)Views: 221Downloads: 87Citations: 0
Open Access Research Article·pp. 223–232·Vol. 46, Issue 1Jan 2025

Benchmarking VADER and TextBlob for sentiment analysis : An evaluation across diverse textual domains in retail product reviews

Vijay Kumar, Nitu Sehrawat, Anu Yadav, Rachna Narula, Dishant Kapoor, Anil Kumar, Devansh Tyagi, Ruchi Sharma

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1866

In this paper: Sentiment analysis holds the potential to become an essential tool for businesses to understand how consumers feel about their products and services on digital platforms. For this study, we focused on...

AbstractReferencesFull Text PDF (536 KB)Views: 362Downloads: 101Citations: 1
Open Access Research Article·pp. 233–242·Vol. 46, Issue 1Jan 2025

Crime classification and synthesis leveraging CNN architectures for enhanced crime analysis

Udit Hasija, Mahima Rohila, Animesh Kumar, Dharmender Saini, Preeti Nagrath, Sushil Kumar, Mauro Zannetti

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1867

In this paper: This paper proposes a novel deep learning approach for real-time activity classification in video surveillance applications. In this paper, we put forward a light mobile network-based LSTM called Mobi...

AbstractReferencesFull Text PDF (710 KB)Views: 324Downloads: 70Citations: 0
Open Access Research Article·pp. 243–252·Vol. 46, Issue 1Jan 2025

AWS-rekognition-driven attendance system : Enhancing accuracy and security through cloud-based facial authentication

Jyostna Devi Bodapati, Koduru Jagrutha Adithya, Krishnaiah Narukulla, Santhosh Kumar Kuchoor, Suresh Bysani, N. Veeranjaneyulu

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1868

In this paper: Facial recognition technology is widely used in attendance management systems. This study develops an automated attendance sys- tem using AWS Rekognition, streamlining attendance tracking by eliminati...

AbstractReferencesFull Text PDF (865 KB)Views: 340Downloads: 88Citations: 0
Open Access Research Article·pp. 253–262·Vol. 46, Issue 1Jan 2025

Development and deployment of a biometric fingerprint lock system

Shalabh Kumar Mishra, Satyvir Singh, Ashu Soni, Akanksha Gupta, Nishi Deepa Palo, Saurabh Singh, Charu Arora, Ritambhra Katoch

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1869

In this paper: Security remains a paramount concern in both residential and office settings, prompting the exploration of various solutions. Existing door lock systems often exhibit vulnerabilities that compromise s...

AbstractReferencesFull Text PDF (402 KB)Views: 242Downloads: 79Citations: 1
Open Access Research Article·pp. 263–272·Vol. 46, Issue 1Jan 2025

Deep ensemble learning model for cervical cancer disease classification on image dataset

Sonam Juneja, Shikha Atwal, Reema Goyal, Bhoopesh Singh Bhati

Published Online: 19 Feb 2025DOI: 10.47974/JIOS-1943

In this paper: Early detection is the hallmark of ensuring better patient outcomes and successful treatment for most forms of cancer. In our proposed model, we classify the cervical cancer disorders through the deve...

AbstractReferencesFull Text PDF (766 KB)Views: 231Downloads: 66Citations: 0