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 Employing Deep Learning in Intraday Stock Trading Subject The topic of the resource Deep Learning; Long Short-Term Memory (LSTM); Machine Learning; Recurrent Neural Networks(RNN); Stock Market Forecasting Description An account of the resource Accurate stock price prediction is a significant benefit to the Stock investors. The future Stock value of any company is determined by Stock market prediction. A successful prediction of the stock's future price could result in a significant profit; Hence investors prefer a precise Stock price prediction. Although there are many different approaches to helps in forecasting stock prices, this paper will briefly look into the deep learning models and compare LSTM model and its variants. The key intention of this study is to propose a model that is best suitable and can be implemented to forecasting trend of stock prices. This paper focuses on binary classification problem, predicting the next-minute price movement of SPDR SP 500 index The testing experiments performed on the SPDR SP 500 index reveals that the variants of LSTM models, Slim LSTM1, slim LSTM2, and Slim LSTM3 with less parameters, provide better performance when compared to the Standard LSTM Model. 2020 IEEE. Creator An entity primarily responsible for making the resource Taroon G.; Tomar A.; Manjunath C.; Balamurugan M.; Ghosh B.; Krishna A.V.N. Source A related resource from which the described resource is derived Proceedings - 2020 5th International Conference on Research in Computational Intelligence and Communication Networks, ICRCICN 2020, pp. 209-214. 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 2020-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/ICRCICN50933.2020.9296174" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICRCICN50933.2020.9296174</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85099263785&amp;doi=10.1109%2FICRCICN50933.2020.9296174&amp;partnerID=40&amp;md5=b9ba00835e88f2fb10f0583bb047aa09" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85099263785&amp;doi=10.1109%2fICRCICN50933.2020.9296174&amp;partnerID=40&amp;md5=b9ba00835e88f2fb10f0583bb047aa09</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-172818818-8 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 Taroon G., CHRIST (Deemed to Be University), Computer Science and Engineering, School of Engineering and Technology, Bengaluru, India; Tomar A., CHRIST (Deemed to Be University), Computer Science and Engineering, School of Engineering and Technology, Bengaluru, India; Manjunath C., CHRIST (Deemed to Be University), Computer Science and Engineering, School of Engineering and Technology, Bengaluru, India; Balamurugan M., CHRIST (Deemed to Be University), Computer Science and Engineering, School of Engineering and Technology, Bengaluru, India; Ghosh B., Institute of Management CHRIST, Deemed to Be University, School of Business Management, Bengaluru, India; Krishna A.V.N., CHRIST (Deemed to Be University), Computer Science and Engineering, School of Engineering and Technology, Bengaluru, India