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 A Stacked BiLSTM based Approach for Bus Passenger Demand Forecasting using Smart Card Data Subject The topic of the resource Demand Forecasting; Electronic Ticketing Machines (ETMs); Long Short-Term Memory (LSTM) Description An account of the resource Demand forecasting is crucial in the business sector. Despite the inherent uncertainty of the future, it is essential for any firm to be able to accurately predict the market for both short- and long-term planning in order to place itself in a profitable position. The proposed approach focus on the passenger transport sector because it is particularly vulnerable to fluctuations in consumer demand for perishable commodities. At every stage of the planning process from initial network designs to final pricing of inventory for each vehicle in a route-an accurate prediction of demand is essential. Forecasting passenger demand is crucial since passenger transportation is responsible for a substantial chunk of global commerce. The suggested method relies on three distinct techniques: data preparation, feature selection, and model training. Data modification, cleansing, and reduction are the three sub-processes that make up preprocessing. When it comes to feature selection, partition-based clustering algorithms like k-means are the norm. Let's go on to training the models with stacked BiLSTM. The proposed method is demonstrably superior to both LSTM and BiLSTM, the two most common competing approaches. The proposed method had a success rate of 98.45 percent. 2023 IEEE. Creator An entity primarily responsible for making the resource Balaji V.; Anand T.; Abid T.; Ramya D.; Chauhan A.; Hazela B. Source A related resource from which the described resource is derived International Conference on Sustainable Communication Networks and Application, ICSCNA 2023 - Proceedings, pp. 920-925. 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 2023-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/ICSCNA58489.2023.10370247" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICSCNA58489.2023.10370247</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85183014085&amp;doi=10.1109%2FICSCNA58489.2023.10370247&amp;partnerID=40&amp;md5=182dd5163941e55213773c17c81ad582" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85183014085&amp;doi=10.1109%2fICSCNA58489.2023.10370247&amp;partnerID=40&amp;md5=182dd5163941e55213773c17c81ad582</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835031398-7 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 Balaji V., Aditya Engineering College, Department of Eee, Andhra Pradesh, Surampalem, India; Anand T., Graphic Era Deemed to Be University, Department of Humanities and Social Sciences, Dehradun, India; Abid T., Nawab Shah Alam Khan College of Engineering and Technology, Department of It, Telangana, Hyderabad, India; Ramya D., Sri Eshwar College of Engineering, Department of Computer Science and Business Systems, Coimbatore, India; Chauhan A., Christ (Deemed to Be University), School of Sciences, Department of Life Sciences, Karnataka, Bengaluru, India; Hazela B., Amity University, Amity School of Engineering and Technology Lucknow, Uttar Pradesh, India