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Multiple-Aspect Analysis of Semantic Trajectories First International Workshop, MASTER 2019, Held in Conjunction with ECML-PKDD 2019, Würzburg, Germany, September 16, 2019, Proceedings /

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This open access book constitutes the refereed post-conference proceedings of the First International Workshop on Multiple-Aspect Analysis of Semantic Trajectories, MASTER 2019, held in conjunction with the 19th European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Tserpes, Konstantinos (Editor), Renso, Chiara (Editor), Matwin, Stan (Editor)
Format: Electronic eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2020.
Edition:1st ed. 2020.
Series:Lecture Notes in Artificial Intelligence, 11889
Subjects:
Machine learning.
Application software.
Computer vision.
Machine Learning.
Computer and Information Systems Applications.
Computer Vision.
Online Access:Link to Metadata
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Table of 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.

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