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 44·Issue 3·April 2023·26 ArticlesSpecial Issue

Volume 44, Issue 3

Articles

Open Access Research Article·pp. i–vii·Vol. 44, Issue 3Apr 2023

Special Issue on: Advancements in Mathematics and Optimization Techniques in Technology & Business Foreword by Guest Editors and Contents

Dinesh Goyal, Anil Kumar, Priya Mathur, Ruchi Goyal

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-44-3-Foreword

In this paper: Advancements in Mathematics and Optimization Techniques in Technology and Business are integral components of numerous scientific and practical domains, providing valuable tools for understanding comp...

AbstractFull Text PDF (112 KB)Views: 356Downloads: 98Citations: 0
Open Access Research Article·pp. 301–314·Vol. 44, Issue 3Apr 2023

FakeExpose: Uncovering the falsity of news by targeting the multimodality via transfer learning

Sakshi Kalra, Chitneedi Hemanth Sai Kumar, Yashvardhan Sharma, Gajendra Singh Chauhan

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1342

In this paper: Social media for news utilization has its own pros and cons. There are several reasons why people look for and read news through internet media. On the one hand, it is easier to access, and on the oth...

AbstractReferencesFull Text PDF (949 KB)Views: 268Downloads: 105Citations: 0
Open Access Research Article·pp. 315–330·Vol. 44, Issue 3Apr 2023

Deep learning based phishing website identification system using CNN-LSTM classifier

Vinod Sapkal, Praveen Gupta, Aboo Bakar Khan

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1343

In this paper: The term phishing refers to an attack that pretends to be the website of a large corporation, typically one dealing with money, such as a bank or other financial institution or an online retailer. Its...

AbstractReferencesFull Text PDF (1.2 MB)Views: 347Downloads: 94Citations: 0
Open Access Research Article·pp. 331–340·Vol. 44, Issue 3Apr 2023

Optimized data analysis through hybrid approach over trusted security environment

Satyajeet Sharma, Bhavna Sharma

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1344

In this paper: For those who can uncover the knowledge hidden inside this data, this offers enormous opportunity, but it also creates new difficulties. In this study, we explore how the contemporary discipline of da...

AbstractReferencesFull Text PDF (325 KB)Views: 200Downloads: 106Citations: 0
Open Access Research Article·pp. 341–353·Vol. 44, Issue 3Apr 2023

Artificial intelligence-based classification performance evaluation in monophonic and polyphonic indian classical instruments recognition with hybrid domain features amalgamation

Abhijit Chitre, Kirti Hemant Wanjale, Aradhanaa Deshmukh, Shyamsunder P. Kosbatwar, Anup Ingle, Sheela Hundekari

Published Online: 10 Aug 2023DOI: 10.47974/JIOS-1345

In this paper: In computer music, instrument recognition is a critical part of sound modeling. Pitch, timbre, loudness, duration, and spatialization are all components of musical sounds. All of these components play...

AbstractReferencesFull Text PDF (665 KB)Views: 410Downloads: 112Citations: 0
Open Access Research Article·pp. 355–367·Vol. 44, Issue 3Apr 2023

Development of object identification model with deep reinforcement learning algorithm

P. Ramesh Naidu, Avinash Sharma, Supriya P. Diwan, V. Dankan Gowda, Parth M. Pandya, Anand Kumar Gupta

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1346

In this paper: This research work presents an object identification method based on the machine learning technique based on human vision system. The objective is to prevent processing a complete image in sort to loc...

AbstractReferencesFull Text PDF (930 KB)Views: 309Downloads: 123Citations: 0
Open Access Research Article·pp. 369–382·Vol. 44, Issue 3Apr 2023

An ontological architecture for context data retrieval and ranking using SVM and DNN

Pooja Mudgil, Pooja Gupta, Iti Mathur, Nisheeth Joshi

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1347

In this paper: Context retrieval and ranking have always been an area of interest for researchers around the world. The ranking provides significance to the data that has to be presented in front of users but it als...

AbstractReferencesFull Text PDF (553 KB)Views: 273Downloads: 94Citations: 1
Open Access Research Article·pp. 383–392·Vol. 44, Issue 3Apr 2023

Breast cancer prediction using supervised machine learning techniques

Pankaj Dadheech, Vijay H. Kalmani, Sanwta Ram Dogiwal, Vijay Kumar Sharma, Ankit Kumar, Saroj Kumar Pandey

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1348

In this paper: Breast cancer is one of the most prevalent diseases in India’s urban regions and the second most common in the country’s rural parts. In India, a woman is diagnosed with breast cancer growth every fou...

AbstractReferencesFull Text PDF (311 KB)Views: 357Downloads: 104Citations: 1
Open Access Research Article·pp. 393–406·Vol. 44, Issue 3Apr 2023

Machine learning and IoT-based garbage detection system for smart cities

Raj Kumar Sharma, Manisha Jailia

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1349

In this paper: Today, detecting waste, collecting it, processing it, and getting rid of it are among the most significant environmental issues in developing and undeveloped counties. It has been observed that a larg...

AbstractReferencesFull Text PDF (1.1 MB)Views: 410Downloads: 117Citations: 5
Open Access Research Article·pp. 407–416·Vol. 44, Issue 3Apr 2023

Source-to-source translation for code-optimization

K. R. Chowdhary, Rajendra Purohit, Sunil Dutt Purohit

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1350

In this paper: Multi-core design intends to serve a large market with user-oriented and highproductivity management as opposed to any other parallel system. Small numbers of processors, a frequent feature of current...

AbstractReferencesFull Text PDF (925 KB)Views: 294Downloads: 98Citations: 1
Open Access Research Article·pp. 417–425·Vol. 44, Issue 3Apr 2023

Analytical study of behavioral dimensions of retail investors towards investment decision making & performance in stock market

Anita Kumari, Ruchi Goyal, Sunil Kumar

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1358

In this paper: The purpose of this research study is to explore the behavioral dimensions specifically, representativeness, availability, anchoring, overconfidence, loss aversion, regret aversion, and herding biases...

AbstractReferencesFull Text PDF (335 KB)Views: 430Downloads: 102Citations: 0
Open Access Research Article·pp. 427–437·Vol. 44, Issue 3Apr 2023

Real time data modeling for forecasting fuel consumption of construction equipment using integral approach of IoT and ML techniques

Poonam Katyare, Shubhalaxmi Joshi, Sheetal Rajapurkar

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1363

In this paper: The Internet of Things (IoT) plays a vital role in the automation of Construction Industry. The real time data of the construction equipment is monitored using IoT devices. An integral approach of IoT...

AbstractReferencesFull Text PDF (448 KB)Views: 315Downloads: 114Citations: 1
Open Access Research Article·pp. 439–454·Vol. 44, Issue 3Apr 2023

Forecasting stochastic consumer portability visitation pattern in fair price shops of India

Archana Sasi, Thiruselvan Subramanian

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1364

In this paper: In India, the Public Distribution System (PDS) is a critical tool for accomplishing the aim of “Zero Hunger”. Despite the enormous resources used, PDS has several inefficiencies that are caused by the...

AbstractReferencesFull Text PDF (1.1 MB)Views: 141Downloads: 109Citations: 1
Open Access Research Article·pp. 455–465·Vol. 44, Issue 3Apr 2023

Enhancing the accuracy of breast cancer detection and determination of risk factor by using the backpropagation network theory and SVM: Machine learning

N. Bindu Madhavi, Sushil Dohare, G. N. R. Prasad, D. Vijendra Babu, Abdul Rahman Mohammed Al-Ansari

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1365

In this paper: According to the world health organization, every year, more than 8% of women suffer due to breast cancer, and 40% of women die in low-poverty regions. This entire work focuses on the algorithm to det...

AbstractReferencesFull Text PDF (207 KB)Views: 186Downloads: 71Citations: 0
Open Access Research Article·pp. 467–474·Vol. 44, Issue 3Apr 2023

Mathematical data analytic model for investment patterns assessment in stocks of selected sectors

Arun Gautam, Ruchi Goyal

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1405

In this paper: The investment patterns adopted by various Companies include either internal or external sources of funds, to invest in diverse options within the capital market and money market instruments. This pap...

AbstractReferencesFull Text PDF (600 KB)Views: 169Downloads: 105Citations: 0
Open Access Research Article·pp. 475–492·Vol. 44, Issue 3Apr 2023

Co-CEP: A co-designed community engagement protocol as a catalyst for cybersecurity research in Africa: The case of northern Namibia

Gabriel Tuhafeni Nhinda, Fungai Bhunu Shava

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1407

In this paper: Through technology, the world has become a global village, connecting geographically distant people into virtual neighbors. This presents many opportunities for individuals, businesses, and remote com...

AbstractReferencesFull Text PDF (431 KB)Views: 254Downloads: 70Citations: 1
Open Access Research Article·pp. 493–503·Vol. 44, Issue 3Apr 2023

Mathematical model for analysis of the relationship between personality traits and psychological biases of individual investors

Anita Kumari, Ruchi Goyal, Sunil Kumar

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1408

In this paper: The study is focused on certain personality traits that are significantly associated with investors’ biases. The study attempts to develop a more comprehensive mathematical model that covers a wider r...

AbstractReferencesFull Text PDF (482 KB)Views: 340Downloads: 93Citations: 0
Open Access Research Article·pp. 505–513·Vol. 44, Issue 3Apr 2023

Generality imaging for optimized face classification using deep learning techniques

G. Shiva Kanth, Sivudu Macherla, B. Laxmikantha, K. Samatha, K. Rohit Kumar, Bechoo Lal

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1409

In this paper: Relied on discernible or corporeal attributes, human beings are recognized by employing biometric scheme. In computer perception and design ratification domain, progressive studies are carried out in...

AbstractReferencesFull Text PDF (265 KB)Views: 326Downloads: 108Citations: 0
Open Access Research Article·pp. 515–527·Vol. 44, Issue 3Apr 2023

FakeSpotter: A blockchain-based trustworthy idea for fake news detection in social media

Sakshi Kalra, Yash Bansal, Yashvardhan Sharma, Gajendra Singh Chauhan

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1411

In this paper: Social media encourages information sharing without a physical barrier making it the perfect platform for learning and communication. In the meantime, it acts as a means of quickly disseminating misle...

AbstractReferencesFull Text PDF (562 KB)Views: 327Downloads: 89Citations: 2
Open Access Research Article·pp. 529–539·Vol. 44, Issue 3Apr 2023

An approach for predicting the price of a stock using deep neural network

Dhiraj Pandey, Megha Jain, Kavita Pandey

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1412

In this paper: For the prediction of any stock price and its fluctuations in prices, researchers have suggested several versions of machine learning techniques. Machine learning-based techniques fail to achieve good...

AbstractReferencesFull Text PDF (442 KB)Views: 292Downloads: 109Citations: 0
Open Access Research Article·pp. 541–552·Vol. 44, Issue 3Apr 2023

Stochastic optimization of multi-capacitated vehicle routing problem with pickup and delivery using saving matrix algorithm

Lokesh Kumar Bhuranda, Mohd. Rizwanullah, Arpit Kumar Sharma, Kamlesh Gautam, Yash Chawla

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1413

In this paper: The Multi-Capacitated Problem is an optimization problem. To reduce the overall distance, the optimization problem seeks out vehicle routes that connect every customer to a storage facility. This arti...

AbstractReferencesFull Text PDF (601 KB)Views: 413Downloads: 93Citations: 0
Open Access Research Article·pp. 553–563·Vol. 44, Issue 3Apr 2023

A prediction model for poly-cystic ovary syndrome problem using computational intelligence

Dhiraj Pandey, Kavita Pandey, Budesh Kanwer

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1414

In this paper: Women of childbearing age may face infertility owing to polycystic ovarian syndrome (PCOS).This illness causes ovarian dysfunction, which increases the chance of miscarriage and stillbirth, thus early...

AbstractReferencesFull Text PDF (990 KB)Views: 252Downloads: 105Citations: 2
Open Access Research Article·pp. 565–574·Vol. 44, Issue 3Apr 2023

Consumer product prediction using machine learning

P. Ajitha, T. Tamilvizhi, K. Naga Sowjanya, R. Surendran, Bhoomeshwar Bala

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1415

In this paper: Time-series forecasting is an approach that uses historical and current data to project future values over time or at a given point in time, while forecasting and prediction are often synonymous, ther...

AbstractReferencesFull Text PDF (366 KB)Views: 258Downloads: 105Citations: 0
Open Access Research Article·pp. 575–584·Vol. 44, Issue 3Apr 2023

Predicting stock prices with LSTM: A hybrid machine learning model for financial forecasting

Gargi Pant Shukla, Nitin Balwani, Santosh Kumar

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1416

In this paper: This article discusses the challenges of accurately predicting the direction of the stock market and proposes a new approach using machine learning and manual forecasting. The article explores the use...

AbstractReferencesFull Text PDF (313 KB)Views: 276Downloads: 110Citations: 0
Open Access Research Article·pp. 585–595·Vol. 44, Issue 3Apr 2023

An empirical study for customer orientation and its impact on hotel industry

Gargi Pant Shukla

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1417

In this paper: In this research study, the authors examine the impact of Entrepreneurial Orientation (EO) on hotel performance, specifically in the context of Jaipur, Rajasthan, India. A quantitative approach was ta...

AbstractReferencesFull Text PDF (147 KB)Views: 144Downloads: 92Citations: 0
Open Access Research Article·pp. 597–606·Vol. 44, Issue 3Apr 2023

Digital marketing in India: Navigating the future with effective strategies and performance metrics

Priyanka Panday

Published Online: 11 Aug 2023DOI: 10.47974/JIOS-1418

In this paper: The research methodology employed in the study was the hybrid approach consisting of exploratory and descriptive research as a primary method of research. Primary and secondary research was conducted...

AbstractReferencesFull Text PDF (141 KB)Views: 230Downloads: 73Citations: 0