Multiple-aspect analysis of semantic trajectories : first International Workshop, MASTER 2019, held in conjunction with ECML-PKDD 2019, Würzburg, Germany, September 16, 2019, Proceedings /: first International Workshop, MASTER 2019, held in conjunction with ECML-PKDD 2019, Würzburg, Germany, September 16, 2019, Proceedings. (2020)

• Record Type: Book
• Other Titles: MASTER 2019
• Further Information: Note: Konstantinos Tserpes, Chiara Renso, Stan Matwin (eds.).
• Editors: Tserpes, Konstantinos; Renso, Chiara, 1968-; Matwin, Stan
• Other Names: MASTER (Workshop), 1st; ECML PKDD (Conference)
• Contents: Learning from our Movements - The Mobility Data Analytics Era.- Uncovering hidden concepts from AIS data: A network abstraction of maritime traffic for anomaly detection.- Nowcasting Unemployment Rates with Smartphone GPS data.- Online long-term trajectory prediction based on mined route patterns.- EvolvingClusters: Online Discovery of Group Patterns in Enriched Maritime Data.- Prospective Data Model and Distributed Query Processing for Mobile Sensing Data Streams.- Predicting Fishing Effort and Catch Using Semantic Trajectories and Machine Learning.- A Neighborhood-augmented LSTM Model for Taxi-Passenger Demand Prediction.- Multi-Channel Convolutional Neural Networks for Handling Multi-Dimensional Semantic Trajectories and Predicting Future Semantic Locations.
• Publisher Details: Cham : Springer Open
• Publication Date: 2020
• Extent: 1 online resource (ix, 133 pages), illustrations (some color)
• Subjects: 006.3/12; Data mining -- Congresses; Semantic computing -- Congresses; Electronic books
• Languages: English
• ISBNs: 9783030380816; 3030380815
• Related ISBNs: 9783030380809
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed January 21, 2020).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.