STM Journals Peer-reviewed research from Consortium e-Learning Network

8 publications

  • Published Subscription Original Research

    AI and Machine Learning Approaches for Estimating Depression Severity: Techniques, Trends, and Applications

    By Aastha Sharma, Shilpi Saxena, Jolly Pandey, Ashish Singh, Vaibhav Chaudhari, Mritunjay Kr. Ranjan

    Abstract: Depression is a very common mental health disorder that results in a disorder of a person’s behavior, emotions, and cognitive abilities. Depression can be caused by environmental factors or hereditary factors. The person suffering from depression might have symptoms of suicidal thoughts, altering food patterns as well as sleeping issues. Depression is a global issue that has impacted millions of people globally having more effect on women worldwide. The complexity …

    Published in Journal of Electronic Design Technology · Vol. 15, Issue 3, 2024 · pp. 29–38 Read article

  • Published Subscription Review Article

    Algorithmic Strategies for Complex Data Handling: Optimizing Data Structures for Enhanced Computational Performance

    By Jolly Pandey, Ashish Singh, Vivek Nakhate, Aditya Singh, Shilpi Saxena, Mritunjay Kr. Ranjan

    Abstract: We live in an age of big data and processing very large often complicated datasets can be crucial to efficient algorithmic performance. This paper discusses different algorithmic techniques when working with difficult data and how to arrange your information structures correctly for better functionality in large-scale methods. It checks the impact of different algorithms like sorting, searching, and hashing in boosting its processing speed as well as memory use. This …

    Published in International Journal of Data Structure Studies · Vol. 2, Issue 2, 2024 · pp. 1–10 Read article

  • Published Subscription Original Research

    Trapped in the Feed: The Psychology of Social Media Addiction, Algorithms, and Fear of Missing Out (FoMO)

    By Kanika Sharama, Vanshika Yadav, Shilpi Saxena, Jolly Pandey, Ashish Singh, Mritunjay Kr. Ranjan

    Abstract: Social media has now become the most crucial part of our life which has multiple advantages, such as connecting with old friends, sharing personal experiences, creating a good social circle, and accessing knowledgeable information. However, excessive use can result in social media addiction. This research paper aims to determine the psychology behind social media addiction and its factors, how the psychological behaviors can lead to social media addiction, the role …

    Published in OmniScience: A Multi-disciplinary Journal · Vol. 14, Issue 3, 2024 · pp. 8–19 Read article

  • Published Subscription Review Article

    Comparative Analysis of Modern Programming Paradigms: Evaluating Language Efficiency and Compiler Design Technique

    By Shilpi Saxena, Ashish Singh, Vaibhav Rajendra Chaudhari, Jolly Pandey, Ashwin Singh, Mritunjay Kr. Ranjan

    Abstract: This paper attempts to provide some insights into the efficiency of modern programming paradigms via a comparative study and explore the important role played by compiler design in the optimization of these languages. Programming languages have been evolving quickly over time and different paradigms: imperative, functional, or object-oriented programming come with their idiosyncrasies and optimization techniques. The study starts by defining the foundational principles of each paradigm. It then goes …

    Published in Recent Trends in Programming languages · Vol. 11, Issue 3, 2024 · pp. 1–9 Read article

  • Published Subscription Review Article

    Optimizing System Management: Innovative Approaches to Shell Scripting for Automation in Large-Scale Systems

    By Mritunjay Kr. Ranjan, Shilpi Saxena, Rohit Gupta, Ashish Singh, Avishkar Sanjay Anarthe, Aniket Anand

    Abstract: In today’s dynamically changing technology environment, effective systems management is of utmost importance for enterprises that run their applications or services on large-scale infrastructure. In this article, I detail some of these practices as applied to shell scripting, a fundamental building block for process automation in such environments. Using these advanced scripting methods, system administrators can perform routine tasks much more efficiently than they would manually and greatly reduce the …

    Published in Journal of Advances in Shell Programming · Vol. 11, Issue 3, 2024 · pp. 32–40 Read article

  • Published Subscription Original Research

    Enhancing Robot Autonomy: Integrating AI for Advanced Decision-making in Autonomous Robotic Systems

    By Mritunjay Kr. Ranjan, Ashish Singh, Pankaj Patil, Aniket Anand, Mansi P. Mahajan, Shilpi Saxena

    Abstract: The capabilities of autonomous robotic systems have been drastically changed by the rapid progress in artificial intelligence (AI) technologies. In this work, we investigate the integration of AI approaches to improve robot autonomy by presenting even more advanced mechanisms for decision-making. Almost all traditional robotic systems involve predefined algorithms, making them unable to cope with dynamic environments. They can also help with learning based on machine learning and deep learning …

    Published in Journal of Advancements in Robotics · Vol. 11, Issue 3, 2024 · pp. 28–37 Read article

  • Published Subscription Review Article

    Exploring the Future of Operating Systems: Architectural Innovations and Kernel Development Trends

    By Ashish Singh, Preetam Soni, Kapil Vijay Javalgekar, Aniket Anand, Mritunjay Kr. Ranjan, Shilpi Saxena

    Abstract: Modern applications and the rapid evolution of hardware technologies are challenging operating system (OS) design. This paper speculates the future of OS based on revolutionary architecture advancements and emerging possibilities in kernel construction. The growth of multi-core processors, spread-bound processing, and edge architectures have challenged traditional OS paradigms. The paper provides an analysis of the progress in microkernel and monolithic kernel structures, discussing the bandwidth capacity as well as security …

    Published in Journal of Operating Systems Development & Trends · Vol. 11, Issue 3, 2024 · pp. 38–47 Read article

  • Published Subscription Review Article

    Unravelling the Impact of AI: Insights into Pattern Recognition and Image Processing

    By Shilpi Saxena, Prajakta Suryakant Mandlik, Jagruti Ajit Bharambe, Mritunjay Kr. Ranjan

    Abstract: Apart from its academic origins, the evolution of Artificial Intelligence (AI) has emerged as a notable influence in shaping our daily experiences. Artificial intelligence, which focuses on domains such as image processing and pattern recognition, encompasses a vast array of topics, including its complex applications, obstacles, and societal repercussions. Machine Learning, Natural Language Processing, Computer Vision, Robotics, Expert Systems, Knowledge Representation, and AI Ethics are among the domains in which …

    Published in Journal of Image Processing & Pattern Recognition Progress · Vol. 11, Issue 1, 2024 · pp. 1–7 Read article

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