Innovative Contributions in AI and Software Engineering: A Deep Dive into Ketan Rathor’s Globally Recognized Research

In the dynamic landscape of Artificial Intelligence (AI) and Software Engineering, Ketan Rathor has etched a profound legacy through a prolific series of groundbreaking publications. With a diverse portfolio of contributions, Rathor’s work spans across cybersecurity, healthcare, software bug triaging, and innovative applications of AI in industry practices. This article unfolds the tapestry of Rathor’s research, showcasing the depth and breadth of his impact on the ever-evolving field in Information Technology.

Chief Information Officer in Fortune – 500 companies are challenged with cybersecurity threats internationally as this has no boundaries.  To address this challenge, one notable cornerstone of Rathor’s contributions lies in one of the realm of Information Technology which is cybersecurity. The collaborative research on “Cloud-Based DDOS Attack Detection Using Machine Learning Architectures” signifies his commitment to addressing the escalating threat of Distributed Denial of Service (DDoS) attacks in cloud-based systems and has been cited globally by researchers 51 times. Published in the International Journal of Intelligent Systems and Applications in Engineering, this work introduces a novel technique involving data collection, dimensionality reduction, and ResNet-101 based KELM classification. The results, including a data delivery ratio of 92% and a validation accuracy of 89%, underscore the practical applications of machine learning architectures in enhancing cloud security.

Healthcare and information technology (IT) are synonyms, leading to significant advancements in the delivery and management of healthcare services. Ketan Rathor’s expertise in Computer Science and his ventures into healthcare are equally impactful, as seen in the research on “ECG Based Early Heart Attack Prediction Using Neural Networks.” Presented at the 3rd International Conference on Electronics and Sustainable Systems, this work explores the integration of AI with healthcare, specifically predicting early heart attacks based on electrocardiogram (ECG) data. Rathor’s interdisciplinary approach showcases the impact Computer Science can bring to Medical Science wherein Artificial Intelligence plays a major role to revolutionize health outcomes.

In the sphere of Software Engineering, Rathor’s research on “Technological Evaluation and Software Bug Training using Genetic Algorithm and Time Convolution Neural Network (GA-TCN)” stands as a testament to his commitment to streamlining bug triaging procedures. Presented at the 2023 Second International Conference on Augmented Intelligence and Sustainable Systems, this work introduces innovative methodologies, leveraging Genetic Algorithm and Time Convolution Neural Network, to make bug triaging more objective and efficient.

Beyond traditional research articles, Rathor’s inventive spirit extends to patent contributions. Noteworthy patents include the “IOT enabled Supply Chain Tracking System” and the “Device For Analysing The Employee Work Contribution,” showcasing his dedication to integrating cutting-edge technologies into various industry practices.

Moreover, Rathor’s exploration of sustainable supply chain management practices and the integration of Artificial Intelligence with Big Data Analytics for enhanced marketing signify his forward-looking approach in applying AI solutions to real-world challenges.

Ketan Rathor‘s journey and excellence in field of Computer Science through AI and Software Engineering is marked by a relentless pursuit of innovation, where each publication and patent contributes to the advancement of these dynamic fields. As technology continues to evolve, Rathor’s work serves as a guiding light, inspiring future breakthroughs and shaping the future of AI and Software Engineering.

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