Cluster Evaluation of Density Based Subspace Clustering

QR Code

Cluster Evaluation of Density Based Subspace Clustering

Clustering real world data often faced with curse of dimensionality, where real world data often consist of many dimensions. Multidimensional data clustering evaluation can be done through a density-based approach. Density approaches based on the paradigm introduced by DBSCAN clustering. In this app...

Full description

Bibliographic Details
Main Authors:	Sembiring, Rahmat Widia, Jasni, Mohamad Zain
Format:	Article
Language:	English English
Published:	2010
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://umpir.ump.edu.my/id/eprint/1201/ http://umpir.ump.edu.my/id/eprint/1201/1/Cluster-Evaluation-of-Density-Based-Subspace-Clustering http://umpir.ump.edu.my/id/eprint/1201/2/Cluster-Evaluation-of-Density-Based-Subspace-Clustering

Similar Items

Clustering High Dimensional Data Using Subspace And Projected Clustering Algorithms
by: Sembiring, Rahmat Widia, et al.
Published: (2010)

Density based subspace clustering: a case study on perception of the required skill
by: Rahmat Widia, Sembiring
Published: (2014)

Density subspace clustering: a case study on perception of the required skill
by: Sembiring, Rahmat Widia
Published: (2014)

A Comparative Agglomerative Hierarchical Clustering Method to Cluster Implemented Course
by: Sembiring, Rahmat Widia, et al.
Published: (2010)

The Design of Pre-Processing Multidimensional Data Based on Component Analysis
by: Jasni, Mohamad Zain, et al.
Published: (2011)

Alternative Model for Extracting Multidimensional Data Based-on Comparative Dimension Reduction
by: Sembiring, Rahmat Widia, et al.
Published: (2011)

An online density-based clustering algorithm for data stream based on local optimal radius and cluster pruning
by: Islam, Md Kamrul
Published: (2019)

Applying Rough Set Theory for Student Clustering on Assessment Datasets
by: Suhirman, na, et al.
Published: (2013)

An Improved Genetic Clustering Algorithm for Categorical Data
by: Jasni, Mohamad Zain, et al.
Published: (2013)

Optimized subtractive clustering for cluster-based compound selection
by: Kuik, Sok Ping
Published: (2006)

A Novel Soft Set Approach in Selecting Clustering Attribute
by: Qin, Hongwu, et al.
Published: (2012)

An adaptive density-based method for clustering evolving data streams / Amineh Amini
by: Amini, Amineh
Published: (2014)

Predictive data mining based on similarity and clustering methods.
by: Defit, Sarjon, et al.
Published: (2000)

Dynamic Cluster Based Routing for Underwater Wireless Sensor Networks
by: Muhammad, Ayaz, et al.
Published: (2010)

A buffer-based online clustering for evolving data stream
by: Islam, Md. Kamrul, et al.
Published: (2019)

Clustering Spatial Data Using a Kernel-Based Algorithm
by: Awan, A. Majid, et al.
Published: (2005)

Anomaly-based intrusion detection using fuzzy rough clustering
by: Chimphlee, Witcha, et al.
Published: (2006)

Multipath Cluster Based Routing Protocol For Non-Uniform Node Density Mobile Ad Hoc Networks
by: Mohammed Mahdi, Mohammed Abdo
Published: (2016)

Overview Between Clustering and Load Balancing
by: Abdulla Fairuzullah, Ahmad Tajuddin, et al.
Published: (2017)

Enhancements of kernel learning algorithms for clustering
by: Awan, Abdul Majid
Published: (2007)

Inter-cluster synchronization scheme for femtocell network
by: Hasan, M.K., et al.
Published: (2012)

Fuzzy clustering algorithms and their applications to chemical datasets
by: Shah, Jehan Zeb, et al.
Published: (2005)

Hybrid self organizing map for overlapping clusters
by: Md. Sap, Mohd. Noor, et al.
Published: (2008)

Fuzzy subtractive clustering (FSC) with exponential membership function for heart failure disease clustering
by: Annisa Eka Haryati, ., et al.
Published: (2022)

Clustering chemical data set using particle swarm optimization based algorithm
by: Triyono, Triyono
Published: (2008)

Biological-based semi-supervised clustering algorithm to improve gene function prediction
by: Kasim, Shahreen, et al.
Published: (2011)

Particle swarm optimization (PSO)-based clustering algorithm for handwritten digits recognition
by: Sahel Ba-Karait, Nasser Omer
Published: (2007)

Joint channel selection and cluster-based routing scheme based on reinforcement learning for cognitive radio networks
by: Yasir Saleem, *, et al.
Published: (2015)

Solving traveling salesman problem on cluster compute nodes
by: I.A., Aziz, et al.
Published: (2009)

Unsupervised Anomaly Detection with Unlabeled Data Using Clustering
by: Chimphlee, Witcha, et al.
Published: (2005)

Clustering technique in data mining : general and research perspective.
by: Che Mat @ Mohd. Shukor, Zamzarina, et al.
Published: (2002)

SMART: a subspace based malicious peers detection algorithm for P2P systems
by: Wei, Xianglin, et al.
Published: (2013)

Clustering In Fingerprint Recognition System.
by: Ooi, Boon Yaik, et al.
Published: (2004)

A Hybrid Method For K-Anonymization Using Clustering Technique
by: Abd.Rahim, Y, et al.
Published: (2011)

High reliability replication technique for web-server cluster systems
by: Deris, Mustafa Mat, et al.
Published: (2005)

Finding spatio-temporal patterns in climate data using clustering
by: Md. Sap, Mohd. Noor, et al.
Published: (2005)

Dynamic unsupervised feedforward neural network clustering / Roya Asadi
by: Roya, Asadi
Published: (2016)

A Cluster-Based Distributed Hierarchical IDS for MANETs
by: B., Pahlevanzadesh, et al.
Published: (2008)

A pragmatic approach of performance evaluation of MPI-OpenMP on a 12 nodes multi-core cluster
by: Abdelgadir , Tageldin, et al.
Published: (2013)

Analysis of K-Mean and X-Mean Clustering Algorithms Using Ontology-Based Dataset Filtering
by: Rahmah, Mokhtar, et al.
Published: (2021)