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Research Article·pp. i–vii·Vol. 46, Issue 6Sep 2025
Sachi Nandan Mohanty, Xiaochun Cheng, Puranam Revanth Kumar
Published Online: 30 Sep 2025DOI: 10.47974/JIOS-46-6-Foreword In this paper: This special issue titled “Optimization and Operational Research in Emerging Technologies” is an outcome of the 5th International Conference on Intelligent Systems and Machine Learning (ICISML), held...
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Research Article·pp. 1793–1801·Vol. 46, Issue 6Sep 2025
Venkateswara Rao Bolla, B. Vikas, Sirisha Potluri, Yerragudipadu Subbarayudu, G. Sucharitha, Nirmalajyothi Narisetty
Published Online: 30 Sep 2025DOI: 10.47974/JIOS-2008 In this paper: Recently, the field of neuroscience and the complexity of brain research data have increased due to advancements in imaging technologies, electrophysiological recordings, and genetic sequencing. Manag...
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Research Article·pp. 1803–1810·Vol. 46, Issue 6Sep 2025
Bhrugumalla L. V. S. Aditya, Sachi Nandan Mohanty
Published Online: 30 Sep 2025DOI: 10.47974/JIOS-2009 In this paper: Detecting false social media profiles is crucial for internet trust and honesty. Existing approaches generally struggle to capture social network data’s complex patterns. New feature engineering, ense...
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Research Article·pp. 1811–1819·Vol. 46, Issue 6Sep 2025
Saswati Chatterjee, Deepthi Godavarthi, Suneeta Satpathy
Published Online: 30 Sep 2025DOI: 10.47974/JIOS-2014 In this paper: DDoS attacks pose a significant threat to networks due to their ease of execution and the difficulty in mitigating them. Machine learning-based detection faces challenges due to limited accessible tra...
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Research Article·pp. 1821–1829·Vol. 46, Issue 6Sep 2025
Vaishali Mehta Wadhwa, Akanksha Mahajan, Tamanna Jena, Jyoti Garg
Published Online: 30 Sep 2025DOI: 10.47974/JIOS-2011 In this paper: These days, mental health disorders are becoming a major problem, particularly for workers. Effective management and treatment of mental health illnesses depend on early and precise diagnosis. This st...
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Research Article·pp. 1831–1840·Vol. 46, Issue 6Sep 2025
Shubha Dattatreya Bahinipati, Binod Kumar Pattanayak
Published Online: 30 Sep 2025DOI: 10.47974/JIOS-2012 In this paper: Inclusion of smart contracts in urban government has shown large amounts of promise towards enhancing efficiency, cost benefits, and satisfaction. This article examines the potential scope of smart co...
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Research Article·pp. 1841–1850·Vol. 46, Issue 6Sep 2025
Chandrakant Mallick, Sarojananda Mishra, Suneeta Satpathy, Mukkoti Maruthi Venkata Chalapathi
Published Online: 01 Oct 2025DOI: 10.47974/JIOS-2013 In this paper: Fake news and online rumors can mislead information, disrupt order, and destabilize society. This misleading information is propagated through online social media and other digital platforms, which re...
Open Access
Research Article·pp. 1851–1859·Vol. 46, Issue 6Sep 2025
Bhrugumalla L. V. S. Aditya, Sachi Nandan Mohanty
Published Online: 30 Sep 2025DOI: 10.47974/JIOS-2010 In this paper: To ensure the integrity and safety of online interactions, many fake profiles on social media are often created by harmful bots. Despite the tactics already employed, their efficacy is frequently comp...
Open Access
Research Article·pp. 1861–1869·Vol. 46, Issue 6Sep 2025
Richa Datta, Vaishali Mehta Wadhwa
Published Online: 30 Sep 2025DOI: 10.47974/JIOS-2015 In this paper: To make artificial intelligence, scientists look at how the brain works and how it learns. These investigations have led to the creation of software and smart systems. Artificial Intelligence (AI) is...
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Research Article·pp. 1871–1879·Vol. 46, Issue 6Sep 2025
Manjula Gururaj Rao, Priyanka H., Gururaj Rao H.
Published Online: 30 Sep 2025DOI: 10.47974/JIOS-2016 In this paper: Fog computing brings cloud-like services closer to data sources, improving responsiveness but also introducing challenges like high energy consumption and inefficient resource use. To tackle this, VM...
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Research Article·pp. 1881–1890·Vol. 46, Issue 6Sep 2025
Pratik Kumar Swain, Ansuman Patnaik, Suneeta Satpathy
Published Online: 30 Sep 2025DOI: 10.47974/JIOS-2017 In this paper: This research study employs a hybrid model capable of detecting anomalies in network infrastructure to enhance cyber security. The proposed model analyzes anomalies and classifies cyber-attacks by com...
Open Access
Research Article·pp. 1891–1899·Vol. 46, Issue 6Sep 2025
Ch Sree Kumar, Akhilendra Pratap Singh
Published Online: 30 Sep 2025DOI: 10.47974/JIOS-2018 In this paper: The significant rise in Waste generation poses substantial difficulties for the management of it. A solution that ensures transparency, efficiency, and trust within the community is highly sought afte...
Open Access
Research Article·pp. 1901–1909·Vol. 46, Issue 6Sep 2025
Morched Derbali, Mutasem Jarrah, Ahmed Harbaoui, Kamel Taher khoualdi
Published Online: 30 Sep 2025DOI: 10.47974/JIOS-2019 In this paper: This work comprises two components: home security and reconnaissance, as well as remote entryway exchange with a greeting framework. The first step for the user is to install the security and surveil...
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Research Article·pp. 1911–1921·Vol. 46, Issue 6Sep 2025
Sonkarlay J.Y. Weamie, Vinothkumar Kolluru, Yagnesh Challagundla, Thomas T. Tarpeh Jr
Published Online: 30 Sep 2025DOI: 10.47974/JIOS-2020 In this paper: The proliferation of emerging technologies has increased vulnerabilities in web applications, making them susceptible to SQL injections and cross-site scripting attacks. Current detection methods ofte...
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Research Article·pp. 1923–1932·Vol. 46, Issue 6Sep 2025
Shaiku Shahida Saheb, Sirisha Charugulla, M. Aruna Prasanna Kumari, Naga Bhavani Chakka, Kunchakara Raja Sekhar, Veerasankararao Ramisetty
Published Online: 30 Sep 2025DOI: 10.47974/JIOS-2021 In this paper: The technology can potentially expand the market reach and operational efficiency of SMEs, especially women entrepreneurs, who have adopted many SMEs to gain their identity everywhere and enhance thei...
Open Access
Research Article·pp. 1933–1944·Vol. 46, Issue 6Sep 2025
Naga Bhavani Chakka, Shaiku Shahida Saheb
Published Online: 30 Sep 2025DOI: 10.47974/JIOS-2022 In this paper: Unified Payments Interface (UPI) transactions require advanced technologies for rapid and accurate fraud detection. UPI systems face threats such as phishing, spoofing, and unauthorized access as digi...
Open Access
Research Article·pp. 1945–1951·Vol. 46, Issue 6Sep 2025
R. Kishore Kanna, Bhawani Sankar Panigrahi, Sanjay Kumar Sen, Susanta Kumar Sahoo, Soujanya Duvvi, Venkatesh Kavididevi
Published Online: 30 Sep 2025DOI: 10.47974/JIOS-2023 In this paper: Heart disorders, including the risk of heart attacks, have become more prevalent recently. We put forward a technology that uses in-home pulse sensors to determine a person’s heart rate. For the purpo...
Open Access
Research Article·pp. 1953–1961·Vol. 46, Issue 6Sep 2025
Bhawani Sankar Panigrahi, R. Kishore Kanna, Soujanya Duvvi, Sanjay Kumar Sen, Susanta Kumar Sahoo, Venkatesh Kavididevi
Published Online: 30 Sep 2025DOI: 10.47974/JIOS-2024 In this paper: The development of healthcare systems has been greatly enhanced by recent advances in the IoT and AI, especially machine learning technology, which will now be used to prevent, diagnose and treat pati...
Open Access
Research Article·pp. 1963–1971·Vol. 46, Issue 6Sep 2025
Sai Prashanth Mallellu, V. Uma Maheswari, Anitha Patil, Morarjee Kolla, B. Prasanalakshmi, Linda Elzubir Gasm Alsid
Published Online: 30 Sep 2025DOI: 10.47974/JIOS-2025 In this paper: With more sophisticated computational models increasingly used in decision-making, the requirement for transparency in models has accelerated. Explainability and interpretability are at the forefront...
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Research Article·pp. 1973–1981·Vol. 46, Issue 6Sep 2025
Sai Prashanth Mallellu, Rajanikanth Aluvalu, V. Uma Maheswari, Siripuri Kiran, Sathwik Narkedimilli, Palamakula Ramesh Babu
Published Online: 30 Sep 2025DOI: 10.47974/JIOS-2026 In this paper: The proliferation of Internet of Things (IoT) devices has increased the size and complexity of cyber security threats to such an extent that traditional security is insufficient to safeguard IoT netwo...
Open Access
Research Article·pp. 1983–1994·Vol. 46, Issue 6Sep 2025
Sonkarlay J.Y. Weamie, Vinothkumar Kolluru, AB Jallah Balyemah AB Jallah Balyemah, Yagnesh Challagundla
Published Online: 30 Sep 2025DOI: 10.47974/JIOS-2027 In this paper: Cyber-physical systems, particularly Internet of Things devices, pose significant cybersecurity challenges due to their vast volume, speed, and complexity of network traffic and attack vectors. This r...
Open Access
Research Article·pp. 1995–2004·Vol. 46, Issue 6Sep 2025
Balamurugan K., Sudalaimuthu T., Bakkialakshmi VS.
Published Online: 30 Sep 2025DOI: 10.47974/JIOS-2028 In this paper: Anomalous patterns in network traffic remain a critical obstacle in modern cybersecurity. Conventional intrusion detection systems (IDS) frequently face limitations in recognizing subtle or adaptive a...
Open Access
Research Article·pp. 2005–2015·Vol. 46, Issue 6Sep 2025
K. V. Krishna Kishore, Venkata Rami Reddy Chirra, U. Srinivasulu Reddy
Published Online: 01 Oct 2025DOI: 10.47974/JIOS-2029 In this paper: Despite significant advancements in FER methodologies, real-time implementation remains challenging due to intra-class variations such as pose, illumination, age, and skin color. These variations caus...