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Multiple-Aspect Analysis of Semantic Trajectories

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Cover of 'Multiple-Aspect Analysis of Semantic Trajectories'

Table of Contents

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    Book Overview
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    Chapter 1 Learning from Our Movements – The Mobility Data Analytics Era
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    Chapter 2 Uncovering Hidden Concepts from AIS Data: A Network Abstraction of Maritime Traffic for Anomaly Detection
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    Chapter 3 Nowcasting Unemployment Rates with Smartphone GPS Data
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    Chapter 4 Online Long-Term Trajectory Prediction Based on Mined Route Patterns
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    Chapter 5 EvolvingClusters: Online Discovery of Group Patterns in Enriched Maritime Data
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    Chapter 6 Prospective Data Model and Distributed Query Processing for Mobile Sensing Data Streams
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    Chapter 7 Predicting Fishing Effort and Catch Using Semantic Trajectories and Machine Learning
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    Chapter 8 A Neighborhood-Augmented LSTM Model for Taxi-Passenger Demand Prediction
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    Chapter 9 Multi-channel Convolutional Neural Networks for Handling Multi-dimensional Semantic Trajectories and Predicting Future Semantic Locations
Attention for Chapter 9: Multi-channel Convolutional Neural Networks for Handling Multi-dimensional Semantic Trajectories and Predicting Future Semantic Locations
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