Author

Aditya Joshi

Department of Computer Science Engineering Manipal University Jaipur, Jaipur, Rajasthan, India

Published papers: 2
Citations: 1
Views: 447
Downloads: 14

Publications

2 papers

Open Access Research Article·pp. 627–636·Vol. 28, Issue 2Mar 2025

Graph theory based mathematical methods for improved explainable AI

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...

Abstract References Full Text PDF (171 KB)Views: 282Downloads: 6Citations: 0

Open Access Research Article·pp. 637–646·Vol. 28, Issue 2Mar 2025

Mathematics driven methods with fractional calculus and topological data analysis in image segmentation

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...

Abstract References Full Text PDF (342 KB)Views: 165Downloads: 8Citations: 1