Open Access
Research Article·pp. 1023–1031·Vol. 29, Issue 4Apr 2026
Sunil Kumar Agarwal, Yogesh Kumar Gupta, Pankaj Dadheech
Published Online: 09 Apr 2026DOI: 10.47974/JIM-2572 In this paper: Many diseases exist worldwide. Among them, a brain tumour is the most dangerous and critical disease for human survival. Early detection of this abnormality is essential for effective patient treatmen...
Open Access
Research Article·pp. 1033–1044·Vol. 29, Issue 4Apr 2026
Gayathri Ananthakrishnan, Hayder M. A. Ghanimi, Kolluru Suresh Babu, Anilambica Kata, Gunaganti Sravanthi, Aseel Smerat, Sudhakar Sengan, Pankaj Dadheech
Published Online: 09 Apr 2026DOI: 10.47974/JIM-2573 In this paper: Conventional mathematical models and data-driven deep learning (DL) methods are both tested for Human Decision-Making (HDM) in Complex Sequential Tasks (CST). These methods include complicated cogniti...
Open Access
Research Article·pp. 1045–1055·Vol. 29, Issue 4Apr 2026
L. V. Arun Shalin, Hayder M. Ali, Saleh Ali Alomari, T. Santhi Sri, G. Sivakumar, Aseel Smerat, Sudhakar Sengan, Pankaj Dadheech
Published Online: 09 Apr 2026DOI: 10.47974/JIM-2574 In this paper: Complex, non-linear human connections contribute to the significant impact that the inherently unpredictable nature of environmental factors (EF) has on the behavior of environmental populations. To f...
Open Access
Research Article·pp. 1125–1134·Vol. 29, Issue 2-BFeb 2026
Bagesh Kumar, Jeba Nega Cheltha, Praveen Kumar Yadav, Manish Kumar Sharma, Pankaj Dadheech, Shyam Sunder Manaktala
Published Online: 16 Feb 2026DOI: 10.47974/JDMSC-2652 In this paper: Explainable Artificial Intelligence (XAI) increasingly demands mathematically grounded frameworks that not only enhance transparency and interpretability but also ensure computational security and tru...
Open Access
Research Article·pp. 2059–2069·Vol. 28, Issue 6Sep 2025
Ashish Kumar, Komal Mehta Bhagat, Pankaj Dadheech, Sanwta Ram Dogiwal, Rakesh Sharma
Published Online: 30 Sep 2025DOI: 10.47974/JIM-2347 In this paper: Healthcare datasets pose unique challenges: they are large, varied, and often contain hidden structure that standard analysis methods struggle to reveal. In this work, we propose a practical approach...
Open Access
Research Article·pp. 1875–1885·Vol. 28, Issue 5-BAug 2025
Neha Janu, Payal Garg, Komal Mehta Bhagat, Blessy Thankachan, Susheela Vishnoi, Pankaj Dadheech
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2364 In this paper: The growing role we play in influencing and being influenced by those around us, for better or worse, underscores the importance of having proven ways to analyze and model the propagation of influence...
Open Access
Research Article·pp. 1887–1898·Vol. 28, Issue 5-BAug 2025
Vishnu Priya Arivanantham, Hayder M. A. Ghanimi, Vijaya Krishna Sonthi, Firas Tayseer Ayasrah, Reena Mahapatra Lenka, P. Hemalatha, Sudhakar Sengan, Pankaj Dadheech
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2365 In this paper: The software development model is changing fast, and the challenge of security remains the primary attention, particularly with the implementation of Development and Operations (DevOps), Distributed L...
Open Access
Research Article·pp. 1911–1922·Vol. 28, Issue 5-BAug 2025
N. Keerthana, Hayder M. A. Ghanimi, P. V. V. S. Srinivas, Naveen Reddy Pendli, Firas Tayseer Ayasrah, M. Anto Bennet, Sudhakar Sengan, Pankaj Dadheech
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2367 In this paper: Suspicious activities in the cyber-crime world are increasing, so modern security measures of Cyber-Physical Systems (CPS) are required. This proposed model for Cybersecurity is known as the Predictiv...
Open Access
Research Article·pp. 1935–1944·Vol. 28, Issue 5-BAug 2025
K. R. Praneeth, Hayder M. A. Ghanimi, M. Srinivasa Narayana, Kafila, Sireesha Nanduri, Ravi Kumar Bommisetti, Sudhakar Sengan, Pankaj Dadheech
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2369 In this paper: In the background of the contemporary Supply Chain (SC) environment, the motivation is on cyber security of Cyber-Physical Systems (CPS), openness, and optimization. This paper aims to develop a Secur...
Open Access
Research Article·pp. 1945–1955·Vol. 28, Issue 5-BAug 2025
Rekha Chaturvedi, Puja Gupta, Ramesh Chand Pandey, Neeraj Kumar Rathore, Abhay Sharma, Pankaj Dadheech, Rahul Sharma
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2370 In this paper: The implementation of novel intelligent applications has resulted in security enhancement in the way information is managed. The processing, storing, and functional aspects of computer systems have al...
Open Access
Research Article·pp. 2059–2069·Vol. 28, Issue 5-BAug 2025
Mayank Namdev, Katib Showkat, Susheela Vishnoi, Pankaj Dadheech
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2423 In this paper: This paper introduces Explainable Secure-Net, a new framework that leverages machine learning to aid in the automatic design of cryptographic key-exchange protocols whilst providing transparent human-...
Open Access
Research Article·pp. 2071–2080·Vol. 28, Issue 5-BAug 2025
Payal Garg, Aruna Verma, Sushama Tanwar, Pankaj Dadheech
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2424 In this paper: On one side, the modern day symmetric-key cryptography protects everything from our online banking to critical infrastructures, and the giant key-space of AES-128 alone around 3.4×10³⁸ possibilities m...
Open Access
Research Article·pp. 2081–2092·Vol. 28, Issue 5-BAug 2025
Vishnu Priya Arivanantham, Hayder M. A. Ghanimi, Sagar Rane, V. Jasmine Sowmya, Kamal Poon, N. Mythili, Sudhakar Sengan, Pankaj Dadheech
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2366 In this paper: Ensuring the confidentiality and integrity of healthcare records in Blockchain (BC)-based Medi-Cloud Systems (MCS) is vital, with a focus on Key Management Systems (KMS). This investigation presents a...
Open Access
Research Article·pp. 2093–2102·Vol. 28, Issue 5-BAug 2025
Shalini Pathak, Basu Kalyanwat, Ashish Kumar, Pankaj Dadheech
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2426 In this paper: This paper introduces a unified, data-driven framework for the end-to-end synthesis and security verification of lattice-based cryptosystems. Beginning with a curated benchmark of real-world implement...
Open Access
Research Article·pp. 2103–2114·Vol. 28, Issue 5-BAug 2025
V. Ramachandran, Hayder M. A. Ghanimi, Bhaskar Marapelli, Navleen Kaur, M. Rajya Laxmi, Ravi Kumar Bommisetti, Sudhakar Sengan, Pankaj Dadheech
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2368 In this paper: This paper introduces a Cyber-Physical System (CPS) that can be used to improve privacy protection in enterprise Blockchain (BC) systems, particularly in Hyperledger Fabric (HF). The proposed CPS empl...
Open Access
Research Article·pp. 2175–2185·Vol. 28, Issue 5-BAug 2025
Anshika Malsaria, Vijay Kumar Sharma, Pankaj Dadheech, Praveen Kumar Yadav, Sanwta Ram Dogiwal, Bhanu Pratap Soni
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2433 In this paper: This paper presents a secure and lightweight image encryption framework combining Hyperelliptic Curve Cryptography (HECC) and Discrete Wavelet Transform (DWT) for optical images. The proposed method b...
Open Access
Research Article·pp. 1835–1843·Vol. 28, Issue 5-AAug 2025
Hemlata Goyal, Sunita Singhal, Manya Khater, Adyasha Mahanta, Pankaj Dadheech
Published Online: 30 Aug 2025DOI: 10.47974/JDMSC-2183 In this paper: Image steganography, which encodes secret information into digital photos, is crucial for covert communication. It’s critical to strike a delicate balance between maintaining the altered image’s visua...
Open Access
Research Article·pp. 2477–2488·Vol. 28, Issue 6Sep 2025
Tarun Jain, Loveleen Kumar, Ginika Mahajan, Pankaj Dadheech, Blessy Thankachan
Published Online: 09 Jul 2025DOI: 10.47974/JDMSC-2333 In this paper: With the emergence of real quantum computing technology, the quest to establish strong and secure post-quantum cryptographic (PQC) standards will only grow more urgent. These security standards protec...
Open Access
Research Article·pp. 2489–2497·Vol. 28, Issue 6Sep 2025
Neha Janu, Loveleen Kumar, Dinesh Kumar Saini, Pankaj Dadheech, Blessy Thankachan
Published Online: 09 Jul 2025DOI: 10.47974/JDMSC-2334 In this paper: In the changing field of post-quantum cryptography, making digital communications immune to quantum attacks is a footstone. This paper proposes a new cryptographic platform called Multivariate Polynom...
Open Access
Research Article·pp. 627–636·Vol. 28, Issue 2Mar 2025
Ansh Vashist, Aditya Joshi, Sanjay Tiwari, Rakesh Sharma, Tarun Jain, Pankaj Dadheech
Published Online: 15 Mar 2025DOI: 10.47974/JIM-2106 In this paper: This paper introduces a novel framework aimed at improving the clarity and dependability of explanations generated by AI systems specializing in Natural Language Processing (NLP). By employing a compr...
Open Access
Research Article·pp. 637–646·Vol. 28, Issue 2Mar 2025
Tarun Jain, Aditya Joshi, Arul Keswani, Ajay Kumar, Pankaj Dadheech
Published Online: 15 Mar 2025DOI: 10.47974/JIM-2107 In this paper: This research paper introduces a novel mathematical model that integrates fractional calculus with topological data analysis (TDA) for image segmentation. Fractional calculus, which extends the concep...
Open Access
Research Article·pp. 647–658·Vol. 28, Issue 2Mar 2025
T. Gopalakrishnan, Hussein Z. Almngoshi, Vijaya Kumar Koppula, K. Dinesh, Vijaya Krishna Sonthi, Sudhakar Sengan, Pankaj Dadheech
Published Online: 15 Mar 2025DOI: 10.47974/JIM-2108 In this paper: This work presents Fixed Point Theorems (FPT) on Digital Images (DI) based on the Banach contraction concept developed. The study aims to develop the application of Banach Contraction Mapping Theory (...
Open Access
Research Article·pp. 659–667·Vol. 28, Issue 2Mar 2025
Swapna Siddamsetti, Mustafa Moosa Qasim, Narne Sravanthi, K. Dinesh, V. Velmurugan, Sudhakar Sengan, Pankaj Dadheech
Published Online: 15 Mar 2025DOI: 10.47974/JIM-2109 In this paper: Chistyakov introduced notions of Metric Modular Spaces (MMS) recently. There are motivating chances when integrating the Fixed-Point Theorem (FPT) of MMS into the model and function of a Wireless Sens...
Open Access
Research Article·pp. 2123–2132·Vol. 27, Issue 7Oct 2024
Ginika Mahajan, Sanjay Tiwari, Rakesh Sharma, Rohit Kumar Gupta, Pankaj Dadheech
Published Online: 15 Oct 2024DOI: 10.47974/JDMSC-2085 In this paper: Multivariate Polynomial Cryptography (MPC) has emerged as a promising candidate for securing digital communication in the post-quantum era. Despite its potential, existing MPC schemes exhibit vulnerab...
Open Access
Research Article·pp. 2133–2141·Vol. 27, Issue 7Oct 2024
P. Mariaraja, Hussein Z. Almngoshi, C. M. Hilda Jerlin, S. Muthuperumal, K. Amarendra, Sudhakar Sengan, Pankaj Dadheech
Published Online: 15 Oct 2024DOI: 10.47974/JDMSC-2086 In this paper: A Lucky Edge Geometric Mean Labeling (LEGML) is a function μ that assigns the integers to the vertices of graph G such that for every edge as ‘{E}’, uv∈E(G) there exists a function μ*:E(G) → N is defi...
Open Access
Research Article·pp. 2143–2154·Vol. 27, Issue 7Oct 2024
T. Gopalakrishnan, Hayder M. A. Ghanimi, Tanweer Alam, K. Sreekanth, K. E. Purushothaman, Sudhakar Sengan, Pankaj Dadheech
Published Online: 15 Oct 2024DOI: 10.47974/JDMSC-2087 In this paper: Counterfeit technology propagation and deepfake systems threaten authenticity, trust, and data integrity. This research article proposes a novel technique that leverages Blockchain Technology (BT) int...
Open Access
Research Article·pp. 2155–2167·Vol. 27, Issue 7Oct 2024
Gayathri Ananthakrishnan, Hayder M. A. Ghanimi, P. Pushpa, T. K. Rama Krishna Rao, M. Vedaraj, Sudhakar Sengan, Pankaj Dadheech
Published Online: 15 Oct 2024DOI: 10.47974/JDMSC-2088 In this paper: Secure data transmission is essential for securing sensitive data generated in huge volumes in today’s growing digital era. In today’s growing digital world, secure data transfer is essential for secu...
Open Access
Research Article·pp. 2219–2230·Vol. 27, Issue 7Oct 2024
Madan Mohan Tito Ayyalasomayajula, Hayder M. A. Ghanimi, M. Manimaran, Vijaya Krishna Sonthi, Abrar Ahmed Katiyan, Sudhakar Sengan, Pankaj Dadheech
Published Online: 15 Oct 2024DOI: 10.47974/JDMSC-2093 In this paper: The growing threat of cyberattacks has rendered the research of secure online systems an issue of concern. Elliptic Curve Cryptography (ECC) is an enhanced security benchmark that provides high-securi...
Open Access
Research Article·pp. 785–795·Vol. 27, Issue 2-BMar 2024
Vivek Kumar Verma, Mudunuri Venkata Chaitanya Varma, Arjun Jala, Rohit Kumar Gupta, Pankaj Dadheech
Published Online: 12 Apr 2024DOI: 10.47974/JDMSC-1955 In this paper: In the rapidly evolving landscape of digital communication, the security of image data transmits paramount importance. This paper introduces a novel encryption framework that integrates the principles...
Open Access
Research Article·pp. 203–214·Vol. 27, Issue 2-AMar 2024
Hayder M. A. Ghanimi, T. Gopalakrishnan, G. Joel Sunny Deol, K. Amarendra, Pankaj Dadheech, Sudhakar Sengan
Published Online: 06 Apr 2024DOI: 10.47974/JDMSC-1880 In this paper: Integrating Deep Learning (DL) techniques in Convolutional Neural Networks (CNNs) with encrypted data analysis is an emerging field for enhancing data privacy and security. A significant challenge in...
Open Access
Research Article·pp. 237–248·Vol. 27, Issue 2-AMar 2024
Hayder M. A. Ghanimi, Romel P. Melgarejo-Bolivar, Alfredo Tumi-Figueroa, Samrat Ray, Pankaj Dadheech, Sudhakar Sengan
Published Online: 06 Apr 2024DOI: 10.47974/JDMSC-1878 In this paper: The integration of Blockchain (BC) technology with the Merkle-Damgård Structure (M-DS) presents a practical model for securing Electronic Health Records (EHR). This research study examines how these c...
Open Access
Research Article·pp. 249–259·Vol. 27, Issue 2-AMar 2024
P. Vidya Sagar, Hayder M. A. Ghanimi, L. Arokia Jesu Prabhu, L. Raja, Pankaj Dadheech, Sudhakar Sengan
Published Online: 06 Apr 2024DOI: 10.47974/JDMSC-1879 In this paper: Ensuring data privacy while applying Deep Learning (DL) on distributed datasets represents an essential task in the current period of critical data security. Data privacy and accuracy of models are ty...
Open Access
Research Article·pp. 361–370·Vol. 27, Issue 2-AMar 2024
Ganga Rama Koteswara Rao, Hayder M. A. Ghanimi, V. Ramachandran, Dokhyl Al-Qahtani, Pankaj Dadheech, Sudhakar Sengan
Published Online: 06 Apr 2024DOI: 10.47974/JDMSC-1891 In this paper: A significant novel approach in distributed ML, Federated Learning (FL), enables multiple parties to work simultaneously on developing models while securing the confidentiality of their unique dataset...
Open Access
Research Article·pp. 371–382·Vol. 27, Issue 2-AMar 2024
Raguru Jaya Krishna, T. Gopalakrishnan, M. Divyapushpalakshmi, K. Amarendra, Pankaj Dadheech, Sudhakar Sengan
Published Online: 06 Apr 2024DOI: 10.47974/JDMSC-1892 In this paper: Potential risks and vulnerabilities in Social Networks (SN) that may threaten the confidentiality, accuracy, and accessibility of data provided by users have been identified as safety risks. Unauthori...
Open Access
Research Article·pp. 397–407·Vol. 27, Issue 2-AMar 2024
Vivek Kumar Verma, Bhavna Saini, Tarun Jain, Pankaj Dadheech
Published Online: 06 Apr 2024DOI: 10.47974/JDMSC-1907 In this paper: In the escalating race between cryptographic security and quantum computing capabilities, the need for robust encryption methodologies that can withstand the prowess of quantum algorithms is more pres...
Open Access
Research Article·pp. 501–512·Vol. 27, Issue 2-AMar 2024
Vivek Kumar Verma, Bhavna Saini, Anju Yadav, Pankaj Dadheech
Published Online: 06 Apr 2024DOI: 10.47974/JDMSC-1906 In this paper: The exploration of non-Euclidean geometries in the context of neural network architectures presents a novel avenue for enhancing the processing of complex data structures. This paper introduces the co...
Open Access
Research Article·pp. 525–536·Vol. 27, Issue 2-AMar 2024
Vivek Kumar Verma, Bhavna Saini, Tarun Jain, Pankaj Dadheech
Published Online: 06 Apr 2024DOI: 10.47974/JDMSC-1908 In this paper: The dawn of the quantum era marks a pivotal moment in the evolution of digital communications, bringing forth both unparalleled potential and unprecedented challenges. This paper delves into the realm...
Open Access
Research Article·pp. 273–283·Vol. 27, Issue 2Mar 2024
Vivek Kumar Verma, Bhavna Saini, Tarun Jain, Pankaj Dadheech
Published Online: 19 Mar 2024DOI: 10.47974/JIM-1821 In this paper: Mental well-being is often seen as a fragile state, akin to a tightrope walk of balance. In our paper, “Cognitive Equilibrium and Instability: Lyapunov Stability Analysis in Mental Health Research,” w...
Open Access
Research Article·pp. 285–298·Vol. 27, Issue 2Mar 2024
Nisha Vasudeva, M. Rajyalaxmi, A.V.V.S. Subbalakshmi, Sudhakar Sengan, Ravi Kumar Bommisetti, Pankaj Dadheech
Published Online: 19 Mar 2024DOI: 10.47974/JIM-1822 In this paper: The investigation for precision in Stock Market Forecasts (SMF) developments has led financial professionals to explore numerous modeling approaches. This paper investigates a new technique aimed at a...
Open Access
Research Article·pp. 307–316·Vol. 27, Issue 2Mar 2024
Shaymaa Hussein Nowfal, Ganga Rama Koteswara Rao, V. Velmurugan, Sudhakar Sengan, Ravi Kumar Bommisetti, Pankaj Dadheech
Published Online: 19 Mar 2024DOI: 10.47974/JIM-1827 In this paper: A combination of inherent unique stress-strain response features, Viscoelastic Materials (VM) provide an integral part in many different fields of engineering. Although practical, these materials’ hig...
Open Access
Research Article·pp. 393–401·Vol. 27, Issue 2Mar 2024
Swapna Siddamsetti, Hussein Z. Almngoshi, K. Dinesh, G. C. Prashant, M. Anto Bennet, Pankaj Dadheech, Sudhakar Sengan
Published Online: 19 Mar 2024DOI: 10.47974/JIM-1890 In this paper: Data exchange within a Wireless Sensor Network (WSN) needs to adhere to high security protocols. The shortest possible route for the transfer of data between two interconnected packets is selected by...
Open Access
Research Article·pp. 403–414·Vol. 27, Issue 2Mar 2024
Vivek Kumar Verma, Gottumukkala K. Chaitanya Varma, Ch. Karthikeya Varma, Anita Shrotriya, Pankaj Dadheech
Published Online: 19 Mar 2024DOI: 10.47974/JIM-1891 In this paper: This research introduces a novel mathematical model designed to integrate Natural Language Processing (NLP), functional Magnetic Resonance Imaging (fMRI), and Electroencephalography (EEG) data, aiming...
Open Access
Research Article·pp. 415–425·Vol. 27, Issue 2Mar 2024
Tarun Jain, Ashish Kumar, Vivek Kumar Verma, Pankaj Dadheech, Sanwta Ram Dogiwal
Published Online: 19 Mar 2024DOI: 10.47974/JIM-1892 In this paper: In this paper, we embark on a groundbreaking journey to understand one of the most profound mysteries of the human mind: consciousness. Our approach is unique because we use a branch of mathematics ca...
Open Access
Abstract·pp. i–vii·Vol. 26, Issue 5Aug 2023
Dinesh Goyal, Anil Kumar, Pankaj Dadheech
Published Online: 09 Sep 2023DOI: 10.47974/JDMSC-26-5-Foreword In this paper: In today’s fast-paced technological landscape, the fields of Artificial Intelligence (AI), Smart Technologies, and Data Science are experiencing unprecedented growth. With the rise of Computer Vision,...
AbstractFull Text PDF (115 KB)Views: 306Downloads: 77Citations: 0
Open Access
Research Article·pp. 383–392·Vol. 44, Issue 3Apr 2023
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...
Open Access
Abstract·pp. i–vii·Vol. 26, Issue 3Apr 2023
Dinesh Goyal, Anil Kumar, Pankaj Dadheech, Carlos M. Travieso-Gonzalez
Published Online: 01 Apr 2023DOI: 10.47974/JDMSC-26-3-Foreword In this paper: Security has been the most perpetual domain, with advancements in other domains and applications like Computer vision, IoT and Machine learning, is today’s most rapidly growing technical domains to fa...
AbstractFull Text PDF (120 KB)Views: 256Downloads: 46Citations: 0 
