Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Conference Papers Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Enhancing Natural Gas Price Prediction: A Machine Learning and Explainable AI Approach Subject The topic of the resource Feature Engineering; Machine Learning Algorithms; Model Evaluation; Natural Gas; Predictive Analysis Description An account of the resource This research includes an innovative approach to refine natural gas price predictions by employing advanced machine learning techniques, including Random Forest, Linear Regression, and Support Vector Machine algorithms. Against the backdrop of natural gas's increasing influence in the energy sector, both environmentally and economically, the study adopts a robust methodology using a comprehensive dataset from Kaggle. Through rigorous data preprocessing, feature engineering, and model training, the chosen algorithms are optimized to capture complex patterns within the data, demonstrating the potential to significantly enhance forecast precision. The application of these techniques aims to extract meaningful insights, providing stakeholders in the natural gas market with more accurate and reliable predictions, there by contributing to a deeper understanding of market dynamics and informed decision- making. 2024 IEEE. Creator An entity primarily responsible for making the resource Singh K.; Mahajan J.; Singh V.P.; Paswan A.S.; Saxena A. Source A related resource from which the described resource is derived TQCEBT 2024 - 2nd IEEE International Conference on Trends in Quantum Computing and Emerging Business Technologies 2024 Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/TQCEBT59414.2024.10545057" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/TQCEBT59414.2024.10545057</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85204456145&amp;doi=10.1109%2FTQCEBT59414.2024.10545057&amp;partnerID=40&amp;md5=3946dd63d268db5e91bba072c4a62d6a" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85204456145&amp;doi=10.1109%2fTQCEBT59414.2024.10545057&amp;partnerID=40&amp;md5=3946dd63d268db5e91bba072c4a62d6a</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835038427-7 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Singh K., Christ University, India; Mahajan J., Christ University, India; Singh V.P., Ewec, United Arab Emirates; Paswan A.S., Christ University, India; Saxena A., Christ University, India