Publications
Publications
Shivam is also very active in research and has published numerous papers regarding his research in various fields.
He was selected as a Summer Research Fellow at Indian Statistical Institute Kolkata by the Indian Academy of Science to work on research about “Automated Disease Diagnosis of Tissue Connective Disorder”.
He has also submitted a book chapter after his research on Medical Diagnosis using Neural Networks ‘CIMLHCI 2020’ which has been accepted and will be published by De Gruyter publications.
A Rule-Based Expert System for Automated Document Editing
This research paper introduces a Rule-Based Expert System designed for the automated editing of documents in PDF and PPT formats.< .
Link: https://link.springer.com/
Evidence Based Employee Analytics using Taxonony Enabled Knowledge Graph
(Feb 25, 2023)
Jaccard Based Similarity Index in Graphs: A Multi-Hop Approach
Prediction of connections between nodes in graphs has gained widespread attention in the recent years as more and more data is shifted to non-euclidean format. .
Link: https://ieeexplore.ieee.org/Xplore/home.jspGraph NLU Enabled Question Answering System. (May 1, 2021)
Heliyon (Journal) - Elsevier
In this research paper, they used a conversational analytics tool to create the user interface and to get the required entities and intents from the query thus avoiding the traditional semantic parsing approach.
Link: www.cell.com/heliyonGraph NLU Enabled Question Answering System. (September 26, 2021)
Springer Conference
This research paper was published in the " 17th International Conference on Computing and Information Technology".
Link: www.link.springer.com/chapterDevelopment of Stacked Neural Architecture for Motor Imagery Prediction. (February 1, 2021)
Link Prediction using Semi-Automated Ontology and Knowledge Graph in Medical Sphere. (December 1, 2020)
Springer Conference
This research paper was published in the " 17th International Conference on Computing and Information Technology".
Link: www.ieeexplore.ieee.org/abstractComputational Intelligence for Machine Learning and Healthcare Informatics. (Chapter 11) (June 1, 2020)
Computational Intelligence
In this research chapter, the journey of diagnosis was covered. Various techniques are available in this field and some case studies.
Link: www.degruyter.com/documentBreast Cancer Phase Detection Using DenseNet. (October 1, 2018)
Cancer Detection - DenseNet
Shivam with his team published a research paper on Breast Cancer Phase Detection using Neural Network Variants and received an accuracy of 89.5%, which was better than the state of art.
What Love Can Do? (March 10, 2017)
Philosophy Novel
Apart from all these, Shivam has also published a novel about love and philosophy.
Link: www.amazon.in/dp/8193379101