Lecture Notes in Computer Science - Multiple-Aspect Analysis of Semantic Trajectories
Latest Publications

TOTAL DOCUMENTS

(FIVE YEARS 0)

H-INDEX

(FIVE YEARS 0)

Published By Springer International Publishing

9783030380809, 9783030380816

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Uncovering Hidden Concepts from AIS Data: A Network Abstraction of Maritime Traffic for Anomaly Detection

Lecture Notes in Computer Science - Multiple-Aspect Analysis of Semantic Trajectories ◽

10.1007/978-3-030-38081-6_2 ◽

2020 ◽

pp. 6-20

Author(s):

Ioannis Kontopoulos ◽

Iraklis Varlamis ◽

Konstantinos Tserpes

Keyword(s):

Anomaly Detection ◽

Maritime Traffic ◽

Network Abstraction

Download Full-text

Predicting Fishing Effort and Catch Using Semantic Trajectories and Machine Learning

Lecture Notes in Computer Science - Multiple-Aspect Analysis of Semantic Trajectories ◽

10.1007/978-3-030-38081-6_7 ◽

2020 ◽

pp. 83-99

Author(s):

Pedram Adibi ◽

Fabio Pranovi ◽

Alessandra Raffaetà ◽

Elisabetta Russo ◽

Claudio Silvestri ◽

...

Keyword(s):

Machine Learning ◽

Fishing Effort

Download Full-text

Multi-channel Convolutional Neural Networks for Handling Multi-dimensional Semantic Trajectories and Predicting Future Semantic Locations

Lecture Notes in Computer Science - Multiple-Aspect Analysis of Semantic Trajectories ◽

10.1007/978-3-030-38081-6_9 ◽

2020 ◽

pp. 117-132 ◽

Cited By ~ 1

Author(s):

Antonios Karatzoglou

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks

Download Full-text

Nowcasting Unemployment Rates with Smartphone GPS Data

Lecture Notes in Computer Science - Multiple-Aspect Analysis of Semantic Trajectories ◽

10.1007/978-3-030-38081-6_3 ◽

2020 ◽

pp. 21-33 ◽

Cited By ~ 1

Author(s):

Daisuke Moriwaki

Keyword(s):

Gps Data ◽

Unemployment Rates

Download Full-text

Prospective Data Model and Distributed Query Processing for Mobile Sensing Data Streams

Lecture Notes in Computer Science - Multiple-Aspect Analysis of Semantic Trajectories ◽

10.1007/978-3-030-38081-6_6 ◽

2020 ◽

pp. 66-82

Author(s):

Mariem Brahem ◽

Karine Zeitouni ◽

Laurent Yeh ◽

Hafsa El Hafyani

Keyword(s):

Query Processing ◽

Data Streams ◽

Data Model ◽

Mobile Sensing ◽

Distributed Query Processing ◽

Prospective Data ◽

Sensing Data ◽

Distributed Query

Download Full-text

Learning from Our Movements – The Mobility Data Analytics Era

Lecture Notes in Computer Science - Multiple-Aspect Analysis of Semantic Trajectories ◽

10.1007/978-3-030-38081-6_1 ◽

2020 ◽

pp. 1-5

Author(s):

Yannis Theodoridis

Keyword(s):

Data Analytics ◽

Mobility Data

Download Full-text

Online Long-Term Trajectory Prediction Based on Mined Route Patterns

Lecture Notes in Computer Science - Multiple-Aspect Analysis of Semantic Trajectories ◽

10.1007/978-3-030-38081-6_4 ◽

2020 ◽

pp. 34-49

Author(s):

Petros Petrou ◽

Panagiotis Tampakis ◽

Harris Georgiou ◽

Nikos Pelekis ◽

Yannis Theodoridis

Keyword(s):

Trajectory Prediction

Download Full-text

EvolvingClusters: Online Discovery of Group Patterns in Enriched Maritime Data

Lecture Notes in Computer Science - Multiple-Aspect Analysis of Semantic Trajectories ◽

10.1007/978-3-030-38081-6_5 ◽

2020 ◽

pp. 50-65

Author(s):

George S. Theodoropoulos ◽

Andreas Tritsarolis ◽

Yannis Theodoridis

Download Full-text

A Neighborhood-Augmented LSTM Model for Taxi-Passenger Demand Prediction

Lecture Notes in Computer Science - Multiple-Aspect Analysis of Semantic Trajectories ◽

10.1007/978-3-030-38081-6_8 ◽

2020 ◽

pp. 100-116

Author(s):

Tai Le Quy ◽

Wolfgang Nejdl ◽

Myra Spiliopoulou ◽

Eirini Ntoutsi

Keyword(s):

Demand Prediction ◽

Passenger Demand

Download Full-text

Lecture Notes in Computer Science - Multiple-Aspect Analysis of Semantic TrajectoriesLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Uncovering Hidden Concepts from AIS Data: A Network Abstraction of Maritime Traffic for Anomaly Detection

Predicting Fishing Effort and Catch Using Semantic Trajectories and Machine Learning

Multi-channel Convolutional Neural Networks for Handling Multi-dimensional Semantic Trajectories and Predicting Future Semantic Locations

Nowcasting Unemployment Rates with Smartphone GPS Data

Prospective Data Model and Distributed Query Processing for Mobile Sensing Data Streams

Learning from Our Movements – The Mobility Data Analytics Era

Online Long-Term Trajectory Prediction Based on Mined Route Patterns

EvolvingClusters: Online Discovery of Group Patterns in Enriched Maritime Data

A Neighborhood-Augmented LSTM Model for Taxi-Passenger Demand Prediction

Lecture Notes in Computer Science - Multiple-Aspect Analysis of Semantic Trajectories
Latest Publications