Software for spatio-temporal trajectory analysis and pattern mining

被引：0
|
作者：
Sidorova, Marina [1 ]
Pidhornyi, Pavlo [1 ]
机构：
[1] Oles Honchar Dnipro Natl Univ, Dnipro, Ukraine
来源：
2018 14TH INTERNATIONAL CONFERENCE ON ADVANCED TRENDS IN RADIOELECTRONICS, TELECOMMUNICATIONS AND COMPUTER ENGINEERING (TCSET) | 2018年
关键词：
information technology; cluster analysis; geodata; spatio-temporal analysis; dbscan; association rule; pattern mining;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This work involves development and implementation of an algorithm for a search of points of interest and also the identification of various patterns in the trajectories of moving objects on the basis of the association rule mining algorithms.
引用
收藏
页码：958 / 961
页数：4
相关论文
共 50 条
  • [1] SPATIO-TEMPORAL PATTERN MINING ON TRAJECTORY DATA USING ARM
    Khoshahval, S.
    Farnaghi, M.
    Taleai, M.
    ISPRS INTERNATIONAL JOINT CONFERENCES OF THE 2ND GEOSPATIAL INFORMATION RESEARCH (GI RESEARCH 2017); THE 4TH SENSORS AND MODELS IN PHOTOGRAMMETRY AND REMOTE SENSING (SMPR 2017); THE 6TH EARTH OBSERVATION OF ENVIRONMENTAL CHANGES (EOEC 2017), 2017, 42-4 (W4): : 395 - 399
  • [2] Hierarchical trajectory clustering for spatio-temporal periodic pattern mining
    Zhang, Dongzhi
    Lee, Kyungmi
    Lee, Ickjai
    EXPERT SYSTEMS WITH APPLICATIONS, 2018, 92 : 1 - 11
  • [3] Mining Spatio-Temporal Patterns in Trajectory Data
    Kang, Juyoung
    Yong, Hwan-Seung
    JOURNAL OF INFORMATION PROCESSING SYSTEMS, 2010, 6 (04): : 521 - 536
  • [4] Spatio-temporal Mining of Software Adoption & Penetration
    Papalexakis, Evangelos E.
    Dumitras, Tudor
    Chau, Duen Horng
    Prakash, B. Aditya
    Faloutsos, Christos
    2013 IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM), 2013, : 884 - 891
  • [5] Spatio-temporal pattern mining in sports video
    Lan, DJ
    Ma, YF
    Ma, WY
    Zhang, HJ
    ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2004, PT 2, PROCEEDINGS, 2004, 3332 : 306 - 313
  • [6] Spatio-temporal pattern mining in sports video
    Lan, Dong-Jun
    Ma, Yu-Fei
    Ma, Wei-Ying
    Zhang, Hong-Jiang
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2004, 3332 : 306 - 313
  • [7] Spatio-temporal Trajectory Gatherings Pattern Mining Method Based on R* tree Index
    Xia Tiantian
    Lin Hong
    Li Yuqiang
    2018 3RD INTERNATIONAL CONFERENCE FOR CONVERGENCE IN TECHNOLOGY (I2CT), 2018,
  • [8] Mining Spatio-Temporal Semantic Trajectory for Groups Identification
    Cao, Yang
    Si, Yunfei
    Cai, Zhi
    Ding, Zhiming
    2018 IEEE 9TH ANNUAL INFORMATION TECHNOLOGY, ELECTRONICS AND MOBILE COMMUNICATION CONFERENCE (IEMCON), 2018, : 308 - 313
  • [9] SHARKFIN: Spatio-temporal mining of software adoption and penetration
    Papalexakis, Evangelos E.
    Dumitras, Tudor
    Chau, Duen Horng
    Prakash, B. Aditya
    Faloutsos, Christos
    SOCIAL NETWORK ANALYSIS AND MINING, 2014, 4 (01) : 1 - 15
  • [10] Periodic Pattern Mining for Spatio-Temporal Trajectories: A Survey
    Zhang, Dongzhi
    Lee, Kyungmi
    Lee, Ickjai
    2015 10TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND KNOWLEDGE ENGINEERING (ISKE), 2015, : 306 - 313
12345