Trajectory Pattern Mining in Practice - Algorithms for Mining Flock Patterns from Trajectories

Proceedings of the International Conference on Knowledge Discovery and Information Retrieval and the International Conference on Knowledge Management and Information Sharing ◽

10.5220/0004543401430151 ◽

2013 ◽

Keyword(s):

Pattern Mining ◽

Trajectory Pattern ◽

Trajectory Pattern Mining

Get full-text (via PubEx)

Identifying Scanpath Trends using a Frequent Trajectory Pattern Mining Approach

Journal of Vision ◽

10.1167/19.10.307a ◽

2019 ◽

Vol 19 (10) ◽

pp. 307a

Author(s):

Brian R King ◽

Vanessa Troiani

Keyword(s):

Pattern Mining ◽

Trajectory Pattern ◽

Trajectory Pattern Mining

Get full-text (via PubEx)

A Comprehensive Validation Methodology for Trajectory Pattern Mining of GPS Data

2016 IEEE 14th Intl Conf on Dependable, Autonomic and Secure Computing, 14th Intl Conf on Pervasive Intelligence and Computing, 2nd Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress(DASC/PiCom/DataCom/CyberSciTech) ◽

10.1109/dasc-picom-datacom-cyberscitec.2016.141 ◽

2016 ◽

Cited By ~ 1

Author(s):

Eugenio Cesario ◽

Carmela Comito ◽

Domenico Talia

Keyword(s):

Pattern Mining ◽

Gps Data ◽

Trajectory Pattern ◽

Trajectory Pattern Mining

Get full-text (via PubEx)

Trajectory Pattern Mining for Urban Computing in the Cloud

IEEE Transactions on Parallel and Distributed Systems ◽

10.1109/tpds.2016.2565480 ◽

2016 ◽

pp. 1-1 ◽

Cited By ~ 10

Author(s):

Albino Altomare ◽

Eugenio Cesario ◽

Carmela Comito ◽

Fabrizio Marozzo ◽

Domenico Talia

Keyword(s):

Pattern Mining ◽

Urban Computing ◽

Trajectory Pattern ◽

Trajectory Pattern Mining

Get full-text (via PubEx)

Itinerary recommender system with semantic trajectory pattern mining from geo-tagged photos

Expert Systems with Applications ◽

10.1016/j.eswa.2017.10.049 ◽

2018 ◽

Vol 94 ◽

pp. 32-40 ◽

Cited By ~ 37

Author(s):

Guochen Cai ◽

Kyungmi Lee ◽

Ickjai Lee

Keyword(s):

Recommender System ◽

Pattern Mining ◽

Trajectory Pattern ◽

Trajectory Pattern Mining

Get full-text (via PubEx)

Trajectory Pattern Mining with Multistage Spatial Partitioning

International Journal on Electrical Engineering and Informatics ◽

10.15676/ijeei.2017.9.2.12 ◽

2017 ◽

Vol 9 (2) ◽

pp. 382-393 ◽

Cited By ~ 1

Author(s):

Manta Sanni ◽

◽

Saiful Akbar ◽

Keyword(s):

Pattern Mining ◽

Spatial Partitioning ◽

Trajectory Pattern ◽

Trajectory Pattern Mining

Get full-text (via PubEx)

Visual Trajectory Pattern Mining: An Exploratory Study in Baggage Handling Systems

Advances in Data Mining. Applications and Theoretical Aspects - Lecture Notes in Computer Science ◽

10.1007/978-3-319-08976-8_12 ◽

2014 ◽

pp. 159-173 ◽

Cited By ~ 2

Author(s):

Ayman Al-Serafi ◽

Ahmed Elragal

Keyword(s):

Exploratory Study ◽

Pattern Mining ◽

Baggage Handling ◽

Trajectory Pattern ◽

Trajectory Pattern Mining

Get full-text (via PubEx)

Trajectory Pattern Mining over a Cloud-Based Framework for Urban Computing

2014 IEEE Intl Conf on High Performance Computing and Communications, 2014 IEEE 6th Intl Symp on Cyberspace Safety and Security, 2014 IEEE 11th Intl Conf on Embedded Software and Syst (HPCC,CSS,ICESS) ◽

10.1109/hpcc.2014.63 ◽

2014 ◽

Cited By ~ 6

Author(s):

Albino Altomare ◽

Eugenio Cesario ◽

Carmela Comito ◽

Fabrizio Marozzo ◽

Domenico Talia

Keyword(s):

Pattern Mining ◽

Urban Computing ◽

Trajectory Pattern ◽

Trajectory Pattern Mining

Get full-text (via PubEx)

Extensible analysis tool for trajectory pattern mining

2017 International Conference on Data and Software Engineering (ICoDSE) ◽

10.1109/icodse.2017.8285859 ◽

2017 ◽

Author(s):

Vanya Deasy Safrina ◽

Saiful Akbar

Keyword(s):

Pattern Mining ◽

Analysis Tool ◽

Trajectory Pattern ◽

Trajectory Pattern Mining

Get full-text (via PubEx)

Trajectory pattern mining

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '07 ◽

10.1145/1281192.1281230 ◽

2007 ◽

Cited By ~ 508

Author(s):

Fosca Giannotti ◽

Mirco Nanni ◽

Fabio Pinelli ◽

Dino Pedreschi

Keyword(s):

Pattern Mining ◽

Trajectory Pattern ◽

Trajectory Pattern Mining

Get full-text (via PubEx)

Trajectory Pattern Mining: Methods and Applications

Applied Mechanics and Materials ◽

10.4028/www.scientific.net/amm.490-491.1361 ◽

2014 ◽

Vol 490-491 ◽

pp. 1361-1367

Author(s):

Xin Huang ◽

Hui Juan Chen ◽

Mao Gong Zheng ◽

Ping Liu ◽

Jing Qian

Keyword(s):

Data Mining ◽

Social Media ◽

Pattern Mining ◽

Data Sets ◽

Trajectory Data ◽

Data Mining Algorithms ◽

Mining Methods ◽

Trajectory Pattern ◽

Mining Algorithms ◽

Trajectory Pattern Mining

With the advent of location-based social media and locationacquisition technologies, trajectory data are becoming more and more ubiquitous in the real world. A lot of data mining algorithms have been successfully applied to trajectory data sets. Trajectory pattern mining has received a lot of attention in recent years. In this paper, we review the most inuential methods as well as typical applications within the context of trajectory pattern mining.

Get full-text (via PubEx)