Nilamadhab Mishra

Nilamadhab MishraNilamadhab Mishra is an Associate Professor in the School of Computer Science and Engineering, AI-ML Division, at VIT Bhopal University, India. He received his Doctor of Philosophy (Ph.D.) in Computer Science & Information Engineering with a specialization in Data Science & Machine Learning from Chang Gung University, Taiwan. He has more than 22 years of national and international involvement in academic teaching and research at recognized Indian, Taiwanese, and African universities. He has over 50 publications in SCI/SCIE and SCOPUS-indexed journals, ISBN books and chapters, Indian and Australian patents, IEEE conference proceedings, and others. He has served as a reviewer, associate editor, and editorial board member for SCI/SCIE-indexed journals and conferences. Dr. Mishra worked on multiple funded research projects from the MOST, NSC, and CGU Memorial Hospital, Taiwan, during his Ph.D. and has been involved with several professional bodies. He is currently an Associate Editor for two SCOPUS-indexed journals, and his research interests span the areas of AI, Data Science, Machine Learning, and Cognitive Analytics & Applications.

Publications

AI Applications in Sports Medicine: Unraveling the Influence of Physical Education on Sports Injury Outcomes
Nilamadhab Mishra, Anubhav De, Rudra Kalyan Nayak, Ramamani Tripathy, Anand Motwani, Amit Thakur, Saroja Kumar Rout. © 2025. 30 pages.
In the contemporary sports landscape, the integration of artificial intelligence (AI) has become pivotal in comprehending and optimizing athletes' performance and well-being....
Diving Into the Performance of Supervised Learning Models for Forecasting the Indian Stock Market: A Case Study
Rudra Kalyan Nayak, Nilamadhab Mishra, Manan Sodha, Santosh Kumar Tripathy, Ramamani Tripathy, Dhawaleswar Rao CH, Mohammad Gouse Galety. © 2025. 26 pages.
Stock markets are lucrative for individuals and institutions to invest their money. Specific risks are involved when entering any stock market trade; to avoid this, different...
Mining Cybersecurity Intelligence From Spam Emails Using the AI-Based Generative Adversarial Network
Sriram Kotha, S. Hariharasitaraman, Nilamadhab Mishra, Narottam Das Patel, Adarsh Patel, Saroja Kumar Rout. © 2025. 18 pages.
The proposed work highlights distinguishing characteristics of document content. A significant amount of effort has been put into the field of spam filtering. GANs are an...
The Impact and Evolution of Deep Learning in Contemporary Real-World Predictive Applications: Diving Deep
Pritam Das, Hakam Singh, Nilamadhab Mishra, Nagesh Kumar, Ramamani Tripathy, Rudra Kalyan Nayak, Saroja Kumar Rout. © 2025. 32 pages.
Deep learning (DL) is making a significant impact on the lives of human beings, either directly or indirectly; we benefit from Artificial Intelligence (AI), Machine Learning...
Automated Brain Tumor Detection From Magnetic Resonance Imaging Using AI-PSO-Based Deep Learning Models
Nilamadhab Mishra, Abhishek Mamidi, Saroja Kumar Rout, Amit Thakur, Meshal Alharbi. © 2025. 26 pages.
The proposed methodology begins with optimizing deep CNN parameters using Particle Swarm Optimization (PSO) to find an optimal configuration that maximizes the network's...
An In-Depth Investigation on Hardware Trojans Testing Into Cyber Security Concerns Using Machine Learning Models
S. Hariharasitaraman, Ajinkya Bhanpurkar, Madhu Singh, Nilamadhab Mishra. © 2025. 22 pages.
The current study comprehensively investigates hardware Trojan testing using traditional and machine learning models. It highlights the challenge posed by the uniqueness of each...
An Exhaustive Inference of Machine Learning Applications in Healthcare: Analyzing Research Studies on Diagnosis and Prevention
Manas Kumar Swain, Narendra Kumar Kamila, Lambodar Jena, Nilamadhab Mishra. © 2025. 22 pages.
Machine learning has become an important tool in healthcare research to solve complex classification problems effectively, efficiently, and quickly. Generally, doctors treat...
Investigation of Smart Wearable Technology for Healthcare Educational Analytics and Applications
Nilamadhab Mishra, Anand Motwani, Saroja Kumar Rout, Arul Kumar Natarajan. © 2025. 22 pages.
As technology advances, so do its diverse and creative inventions. One of those innovations includes smart wearable technology that goes by different names, such as AI-based...
Uncovering Hidden Threats in IoT-Centered Cloud Technology: A Study on Hardware Trojans in Security Prospects
S. Hariharasitaraman, Nilamadhab Mishra, Ajinkya Bhanpurkar, Saroja Kumar Rout, Arul Kumar Natarajan. © 2025. 22 pages.
The current study comprehensively investigates Hardware Trojans testing in the cloud using both traditional methods and machine learning models. It highlights the challenge posed...
Exploring the Impact of Metaverse on Education System
Aarushi Sharma, Hakam Singh, Nilamadhab Mishra, Ramamani Tripathy, Rudra Kalyan Nayak, Saroja Kumar Rout. © 2025. 26 pages.
In this review research study, the authors have discussed how Metaverse has converted traditional, boring teaching methods into fun activities that help teach students...
Evaluating Gender Bias in Computational AI-Based Approaches: A Case Analysis of LinkedIn
Janhavi Gautam, Hakam Singh, Nilamadhab Mishra, Kapil Sharma, Ramamani Tripathy, Rudra Kalyan Nayak. © 2025. 28 pages.
Ethics in computational AI-based approaches have become an inclusive topic of interest among researchers when artificial intelligence has come to light. Doubts have always...
Application of Machine Learning in Healthcare IoT: An Investigation on Disease Diagnosis and Analytic Cases
Ashwini Kumar Pradhan, Arvind Yadav, Nilamadhab Mishra, Rudra Kalyan Nayak, Hitesh Mohapatra, Lambodar Jena, Akhilesh Kumar Tripathi. © 2025. 24 pages.
Machine learning (ML) is the most prominent topic, with many applications in video processing, language processing, visual diagnosis of illnesses, drug development, biochemistry...
Neural Network-Centered Intelligent Recognizing Framework for Elderly Health Activity Supervision
Nilamadhab Mishra, Saroja Kumar Rout, Amit Thakur, Meshal Alharbi. © 2025. 22 pages.
Maintaining self-regulating life in old age anticipates high risks and often leads to failure. So, the objective of our study is to inspect the implementation feasibility of an...
Education in the Metaverse: Redefining Learning in Virtual Spaces
Aarushi Sharma, Hakam Singh, Nilamadhab Mishra, Ramamani Tripathy, Rudra Kalyan Nayak, Saroja Kumar Rout. © 2025. 28 pages.
This review study examines how the Metaverse has transformed conventional teaching methods into engaging activities that foster student creativity. This study outlines the...
Human-Technology Interaction: Enhancing Education Through AI-Powered Adaptive Learning
Shagun Thakur, Hakam Singh, Nilamadhab Mishra, Ramamani Tripathy, Rudra Kalyan Nayak, Amit Thakur. © 2025. 30 pages.
Integrating AI-powered adaptive frameworks speaks to a transformative enhancement in instruction, upgrading customized picking up information of things about and optimizing...
Study and Investigations of Ethical Implications and Responsible Use of AI in Automotive Vehicular Technology
Nilamadhab Mishra, Ashray Chouhan, Saroja Kumar Rout, Arul Kumar Kumar Natarajan. © 2025. 20 pages.
Integrating AI into the automotive industry has revolutionized driving and interacting with vehicles. This work explores the ethical implications and responsible use of Al in...
5G and Human Health: Reviewing the Risks of Cancer and Neurological Disorders
S. Sneh, Hakam Singh, Nilamadhab Mishra, Abhishek Thakur, Ramamani Tripathy, Rudra Kalyan Nayak, Amit Thakur. © 2025. 26 pages.
5G generation has raised significant concerns among the overall public and medical network about its potential influences on human health, especially concerning the implicit risk...
Integration of Brain-Computer Interfaces in Modern Healthcare
Manish Kumar, Hakam Singh, Nilamadhab Mishra, Ramamani Tripathy, Rudra Kalyan Nayak, Amit Thakur. © 2025. 26 pages.
The world of Brain-Computer Interface (BCI) is kind of like a big deal in healthcare. This research paper dives into the many sides of BCI, checking out how it started, works...
Cyber Attacks Through the Ages: Impact Assessment and Defense Strategies
R. Raman, Hakam Singh, Nilamadhab Mishra, Abhishek Thakur, Ramamani Tripathy, Rudra Kalyan Nayak, Amit Thakur. © 2025. 28 pages.
Digitization in the modern world is increasing, and along with it, Cyber-attacks have become a very big concern for individuals, nations, and organizations. In this research...
Experimenting With an AI-Based Sequential Generative Adversarial Network for Detecting Web Server Security Exploits
Chintha Reddy Sai Kiran, Nilamadhab Mishra, S. Hariharasitaraman, Narottam Das Patel, Saroja Kumar Rout. © 2025. 30 pages.
In today's world, the internet and web applications have become extremely popular. In contrast, these applications offer many benefits to organizations, such as fame...
Assessing the Effectiveness of Transnational Leadership on the Performance of Ethiopian University Graduates in Computing Technology: A Case Study
Nilamadhab Mishra, Getachew Mekuria Habtemariam, Berhanu Aebissa, Rudra Kalyan Nayak, Ramamani Tripathy. © 2024. 19 pages.
The integration of transnational leadership practices in the field of computing is crucial for Ethiopian universities to enhance their educational quality and keep pace with...
The Transnational ICT Leadership Assessment Based on the Available Infrastructure in the Governmental Organizations: A Case Study of the Ethiopian Northern Shewa Zone
Nilamadhab Mishra, Getachew Mekuria Habtemariam, Seblewongel Esseynew, Rudra Kalyan Nayak, Ramamani Tripathy, Basanta Kumar Padhi. © 2024. 22 pages.
The effectiveness, efficiency, and security of ICT-monitored systems are assessed as part of the Transnational ICT Leadership Assessment, which is based on the infrastructure...
Case Study on the Performance Evaluation of Graduates in the Field of Artificial Intelligence for Ethiopian Universities
Nilamadhab Mishra, Getachew Mekuria Habtemariam, Berhanu Aebissa, Rudra Kalyan Nayak, Ramamani Tripathy, Amit Thakur, Saroja Kumar Rout. © 2024. 18 pages.
In this study, an evaluation of the performance of AI graduates at an Ethiopian university was conducted. This evaluation focused on the extent to which graduates develop their...
Unveiling the Effectiveness of ML Models for Predicting Forex Trends: An AI-ML-Driven Service Into Trade Marketing
Manan Sodha, Rudra Kalyan Nayak, Nilamadhab Mishra, Santosh Kumar Tripathy, Ramamani Tripathy, Hakam Singh. © 2024. 30 pages.
The authors explore the integration of AI-ML-driven technologies into service marketing, examining their transformative impact on customer engagement, personalization, and...
AI and ML Approaches for Boosting Comparison With Customer Churn
Nilamadhab Mishra, Kshitij Singh Chouhan, Saroja Kumar Rout, Amit Thakur, Meshal Alharbi. © 2024. 34 pages.
In an era defined by data-driven decision-making, businesses grapple with the challenge of retaining their customer base. The work investigates the application of boosting...
An In-Depth Examination of the Application Gap and Infrastructure Landscape of Information Communication Technology in Ethiopian Public Organizations: A Bridging the Divide Case
Nilamadhab Mishra, Rudra Kalyan Nayak, Getachew Mekuria Habtemariam, Ramamani Tripathy, Seblewongel Esseynew, Anand Motwani, Saroja Kumar Rout. © 2024. 26 pages.
This case-based analysis delves into the intricate web of challenges surrounding the adoption and utilization of information communication technology (ICT) in Ethiopian...
Review on Knowledge-Centric Healthcare Data Analysis Case Using Deep Neural Network for Medical Data Warehousing Application
Nilamadhab Mishra, Swagat Kumar Samantaray. © 2023. 22 pages.
Data in medical data warehouses are often used in data analytics and online analytical processing tools. OLAP techniques do not process enterprise data for hidden or unknown...
Visual Analysis of Cardiac Arrest Prediction Using Machine Learning Algorithms: A Health Education Awareness Initiative
Nilamadhab Mishra, Nishq Poorav Desai, Abhijay Wadhwani, Mohammed Farhan Baluch. © 2023. 33 pages.
A visual analysis may accurately predict cardiac arrest, making it a potent educational tool for raising public awareness of health issues. By predicting cardiac arrest earlier...
Mobile Cloud Computing Framework for an Android-Based Metaverse Ecosystem Platform
Nilamadhab Mishra, Basanta Kumar Padhi, Banaja Basini Rath. © 2023. 18 pages.
Mobile cloud computing (MCC), which combines mobile computing and cloud computing, has become one of the industry's most common terms and a major topic of discussion in the...
Investigation of High-Performance Computing Tools for Higher Education Institutions Using the IoE Grid Computing Framework
Nilamadhab Mishra, Getachew Mekuria Habtemariam, Anubhav De. © 2023. 25 pages.
The IoE Grid Computing Framework will be used to look into high-performance computing tools for higher education institutions. The primary and secondary data from higher...
A Knowledge-Based Recommender Framework to Recommend Destination Country for Human Migrants (KBRF): The Case of Ethiopia in Africa
Nilamadhab Mishra, Baye Yemataw, Kishore Kumar P. K.. © 2022. 30 pages.
Human migration is a challenging process in Ethiopia, where special illegal human migrants cross different border countries without any basic information or knowledge. Due to...
Emerging Technology Amendment Study in Smart Agro Farming to Diagnose the Agro Product Diseases
Nilamadhab Mishra. © 2021. 11 pages.
Environmental habitation and ecosystem management are some vital issues for agro-farming. Smart monitoring of the agricultural activities is the major issue in recent years due...
Towards Integrating Data Mining With Knowledge-Based System for Diagnosis of Human Eye Diseases: The Case of an African Hospital
Nilamadhab Mishra, Johny Melese Samuel. © 2021. 16 pages.
The eye is the most important sensory organ of vision function. But some eye diseases can lead to vision loss, so it is important to identify and treat eye disease as early as...
Data Science and Knowledge Analytic Contexts on IoE Data for E-BI Application Case
Nilamadhab Mishra. © 2019. 27 pages.
The progressive data science and knowledge analytic tasks are gaining popularity across various intellectual applications. The main research challenge is to obtain insight from...