Trajectory data mining: an overview

Y Zheng - ACM Transactions on Intelligent Systems and …, 2015 - dl.acm.org
The advances in location-acquisition and mobile computing techniques have generated
massive spatial trajectory data, which represent the mobility of a diversity of moving objects …

A survey on trajectory data management, analytics, and learning

S Wang, Z Bao, JS Culpepper, G Cong - ACM Computing Surveys …, 2021 - dl.acm.org
Recent advances in sensor and mobile devices have enabled an unprecedented increase
in the availability and collection of urban trajectory data, thus increasing the demand for …

Frequent pattern mining algorithms: A survey

CC Aggarwal, MA Bhuiyan, MA Hasan - Frequent pattern mining, 2014 - Springer
This chapter will provide a detailed survey of frequent pattern mining algorithms. A wide
variety of algorithms will be covered starting from Apriori. Many algorithms such as Eclat …

Urban computing: concepts, methodologies, and applications

Y Zheng, L Capra, O Wolfson, H Yang - ACM Transactions on Intelligent …, 2014 - dl.acm.org
Urbanization's rapid progress has modernized many people's lives but also engendered big
issues, such as traffic congestion, energy consumption, and pollution. Urban computing …

[КНИГА][B] Handbook of discrete and computational geometry

CD Toth, J O'Rourke, JE Goodman - 2017 - books.google.com
The Handbook of Discrete and Computational Geometry is intended as a reference book
fully accessible to nonspecialists as well as specialists, covering all major aspects of both …

Swarm: Mining relaxed temporal moving object clusters

Z Li, B Ding, J Han, R Kays - Proceedings of the VLDB Endowment, 2010 - dl.acm.org
Recent improvements in positioning technology make massive moving object data widely
available. One important analysis is to find the moving objects that travel together. Existing …

A model for enriching trajectories with semantic geographical information

LO Alvares, V Bogorny, B Kuijpers… - Proceedings of the 15th …, 2007 - dl.acm.org
The collection of moving object data is becoming more and more common, and therefore
there is an increasing need for the efficient analysis and knowledge extraction of these data …

Unveiling the complexity of human mobility by querying and mining massive trajectory data

F Giannotti, M Nanni, D Pedreschi, F Pinelli, C Renso… - The VLDB Journal, 2011 - Springer
The technologies of mobile communications pervade our society and wireless networks
sense the movement of people, generating large volumes of mobility data, such as mobile …