Framework for stream clustering of trajectories based on temporal micro clustering technique
In recent years, spatio-temporal data has rapidly increased due to the tremendous prevalence of geolocation devices such as Global Positioning System, mobiles, and motion sensors. In some scenarios, spatio-temporal data are received in a streamed manner. Clustering of the stream data is a challen...
| Main Author: | Abdulrazzaq, Musaab Riyadh |
|---|---|
| Format: | Thesis |
| Language: | English |
| Published: |
2018
|
| Subjects: | |
| Online Access: | http://psasir.upm.edu.my/id/eprint/76982/ http://psasir.upm.edu.my/id/eprint/76982/1/FSKTM%202018%2069%20-%20IR.pdf |
Similar Items
CC_TRS: continuous clustering of trajectory stream data based on micro cluster life
by: Abdulrazzaq, Musaab Riyadh, et al.
Published: (2017)
by: Abdulrazzaq, Musaab Riyadh, et al.
Published: (2017)
Quality assessment of OpenStreetMap data using trajectory mining
by: Basiri, Anahid, et al.
Published: (2016)
by: Basiri, Anahid, et al.
Published: (2016)
Using crowdsourced trajectories for automated OSM data entry approach
by: Basiri, Anahid, et al.
Published: (2016)
by: Basiri, Anahid, et al.
Published: (2016)
Clustering algorithm for market-basket analysis : the underlying concept of data mining technology
by: Abdul Kadir, Khairil Annuar
Published: (2003)
by: Abdul Kadir, Khairil Annuar
Published: (2003)
Using the illness trajectory framework to describe recovery from traumatic injury
by: Halcomb, E., et al.
Published: (2005)
by: Halcomb, E., et al.
Published: (2005)
Sparse Subspace Clustering via Group Sparse Coding
by: Budhaditya, S., et al.
Published: (2013)
by: Budhaditya, S., et al.
Published: (2013)
Clustering Patient Medical Records via Sparse Subspace Representation
by: Budhaditya, S., et al.
Published: (2013)
by: Budhaditya, S., et al.
Published: (2013)
A survey of the trajectories conceptual framework: investigating theory use in HCI
by: Velt, Raphael, et al.
Published: (2017)
by: Velt, Raphael, et al.
Published: (2017)
Rule optimizing technique motivated by human concept formation
by: Hadzic, Fedja, et al.
Published: (2008)
by: Hadzic, Fedja, et al.
Published: (2008)
Expectation maximization clustering algorithm for user modeling in web usage mining system
by: Mustapha, Norwati, et al.
Published: (2009)
by: Mustapha, Norwati, et al.
Published: (2009)
Prime-based method for interactive mining of frequent patterns
by: Nadimi-Shahraki, Mohammad-Hossein
Published: (2010)
by: Nadimi-Shahraki, Mohammad-Hossein
Published: (2010)
Techniques for improving clustering and association rules mining from very large transactional databases
by: Li, Yanrong
Published: (2009)
by: Li, Yanrong
Published: (2009)
CODEA : an agent based multi-objective optimization framework
by: Castro-Gutierrez, Juan, et al.
Published: (2010)
by: Castro-Gutierrez, Juan, et al.
Published: (2010)
Variability of behaviour in electricity load profile clustering: who does things at the same time each day?
by: Dent, Ian, et al.
Published: (2014)
by: Dent, Ian, et al.
Published: (2014)
Assessing gender and ethnic differences in developmental trajectories of offending
by: Ferrante, Anna
Published: (2013)
by: Ferrante, Anna
Published: (2013)
Making tourist guidance systems more intelligent, adaptive and personalised using crowd sourced movement data
by: Basiri, Anahid, et al.
Published: (2017)
by: Basiri, Anahid, et al.
Published: (2017)
Preparing for the worst while hoping for the best: the relevance of hope in the heart failure illness trajectory
by: Davidson, Patricia, et al.
Published: (2007)
by: Davidson, Patricia, et al.
Published: (2007)
Human-like rule optimization for continuous domains
by: Hadzic, Fedja, et al.
Published: (2008)
by: Hadzic, Fedja, et al.
Published: (2008)
Trajectories and predictors of developmental skills in healthy twins up to 24 months
by: Nan, C., et al.
Published: (2013)
by: Nan, C., et al.
Published: (2013)
Does trajectory matter? A study looking into the relationship of trajectory with target engagement and error accommodation in subthalamic nucleus deep brain stimulation
by: Steel, David Anthony, et al.
Published: (2017)
by: Steel, David Anthony, et al.
Published: (2017)
An online density-based clustering algorithm for data stream based on local optimal radius and cluster pruning
by: Islam, Md Kamrul
Published: (2019)
by: Islam, Md Kamrul
Published: (2019)
Efficient genetic partitioning-around-medoid algorithm for clustering
by: Garib, Sarmad Makki Mohammed
Published: (2019)
by: Garib, Sarmad Makki Mohammed
Published: (2019)
A novel symbolization technique for time-series outlier detection
by: Smith, Gavin, et al.
Published: (2015)
by: Smith, Gavin, et al.
Published: (2015)
A buffer-based online clustering for evolving data stream
by: Islam, Md. Kamrul, et al.
Published: (2019)
by: Islam, Md. Kamrul, et al.
Published: (2019)
Using Pattern Search Methods for Minimizing Clustering Problems
by: Shabanzadeh, Parvaneh, et al.
Published: (2010)
by: Shabanzadeh, Parvaneh, et al.
Published: (2010)
Environmental Sustainability and Competitive Advantage in a Wine Tourism Micro-Cluster
by: Grimstad, S., et al.
Published: (2014)
by: Grimstad, S., et al.
Published: (2014)
Graph-based clustering with DRepStream
by: Callister, R., et al.
Published: (2017)
by: Callister, R., et al.
Published: (2017)
Modeling lexical semantics of terms based on synword identification for idea mining in information retrieval
by: Alksher, Mostafa Ahmed
Published: (2018)
by: Alksher, Mostafa Ahmed
Published: (2018)
Cinema-going trajectories in the digital age
by: Styliari, Tatiana Charikleia, et al.
Published: (2018)
by: Styliari, Tatiana Charikleia, et al.
Published: (2018)
Controlled islanding strategy for power systems based on flexible semi-supervised spectral clustering
by: Azadian, Farshad
Published: (2014)
by: Azadian, Farshad
Published: (2014)
A personal route prediction system based on trajectory data mining
by: Chen, Ling, et al.
Published: (2011)
by: Chen, Ling, et al.
Published: (2011)
Optimized forecasting through linear programming
by: KASOTAKIS, IOANNIS
Published: (2007)
by: KASOTAKIS, IOANNIS
Published: (2007)
Application of Optimization Methods for Solving Clustering and Classification Problems
by: Shabanzadeh, Parvaneh
Published: (2011)
by: Shabanzadeh, Parvaneh
Published: (2011)
Data filtering framework for preserving meaningful data records from streams of unstructured weather data
by: Al-Zyadat, Wa'el Jum'ah
Published: (2014)
by: Al-Zyadat, Wa'el Jum'ah
Published: (2014)
Move acceptance in local search metaheuristics for cross-domain search
by: Jackson, Warren G., et al.
Published: (2018)
by: Jackson, Warren G., et al.
Published: (2018)
An adaptive density-based method for clustering evolving data streams / Amineh Amini
by: Amini, Amineh
Published: (2014)
by: Amini, Amineh
Published: (2014)
Gait trajectory prediction via extreme learning machine
by: Lim, Han Leong
Published: (2021)
by: Lim, Han Leong
Published: (2021)
K-means clustering and visualizing of significant words prototype for crowdsourced relationship comments / Muhammad Syafiq Mastor
by: Mastor, Muhammad Syafiq
Published: (2015)
by: Mastor, Muhammad Syafiq
Published: (2015)
Trajectory optimisation for avionics-based GNSS integrity augmentation system
by: Sabatini, Roberto, et al.
Published: (2016)
by: Sabatini, Roberto, et al.
Published: (2016)
Different aspects of data stream clustering.
by: Khalilian, Madjid, et al.
Published: (2013)
by: Khalilian, Madjid, et al.
Published: (2013)
Similar Items
-
CC_TRS: continuous clustering of trajectory stream data based on micro cluster life
by: Abdulrazzaq, Musaab Riyadh, et al.
Published: (2017) -
Quality assessment of OpenStreetMap data using trajectory mining
by: Basiri, Anahid, et al.
Published: (2016) -
Using crowdsourced trajectories for automated OSM data entry approach
by: Basiri, Anahid, et al.
Published: (2016) -
Clustering algorithm for market-basket analysis : the underlying concept of data mining technology
by: Abdul Kadir, Khairil Annuar
Published: (2003) -
Using the illness trajectory framework to describe recovery from traumatic injury
by: Halcomb, E., et al.
Published: (2005)