Clustering Spatial Data Using a Kernel-Based Algorithm
This paper presents a method for unsupervised partitioning of data using kernel methods which offer strength to deal with complex data non-linearly separable in input space. This work gets inspiration from the notion that a non-linear data transformation into some high dimensional feature space incr...
| Main Authors: | Awan, A. Majid, Md. Sap, Mohd. Noor |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2005
|
| Subjects: | |
| Online Access: | http://eprints.utm.my/3385/ http://eprints.utm.my/3385/1/CLUSTERING_SPATIAL_DATA_USING_A_KERNEL-BASED_ALGORITHM.pdf |
Similar Items
Enhancements of kernel learning algorithms for clustering
by: Awan, Abdul Majid
Published: (2007)
by: Awan, Abdul Majid
Published: (2007)
Finding spatio-temporal patterns in climate data using clustering
by: Md. Sap, Mohd. Noor, et al.
Published: (2005)
by: Md. Sap, Mohd. Noor, et al.
Published: (2005)
An intelligent system based on kernel methods for crop yield prediction
by: Majid Awan, A., et al.
Published: (2006)
by: Majid Awan, A., et al.
Published: (2006)
Predictive data mining based on similarity and clustering methods.
by: Defit, Sarjon, et al.
Published: (2000)
by: Defit, Sarjon, et al.
Published: (2000)
Modelling kernel methods for unsupervised learning of micro array data
by: Md. Sap, Mohd. Noor
Published: (2008)
by: Md. Sap, Mohd. Noor
Published: (2008)
Unsupervised Anomaly Detection with Unlabeled Data Using Clustering
by: Chimphlee, Witcha, et al.
Published: (2005)
by: Chimphlee, Witcha, et al.
Published: (2005)
Spatial Kernel-based Generalized C-mean Clustering for Medical Image Segmentation.
by: Lee, Song Yeow
Published: (2010)
by: Lee, Song Yeow
Published: (2010)
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)
Clustering High Dimensional Data Using Subspace And Projected Clustering Algorithms
by: Sembiring, Rahmat Widia, et al.
Published: (2010)
by: Sembiring, Rahmat Widia, et al.
Published: (2010)
Clustering technique in data mining : general and research perspective.
by: Che Mat @ Mohd. Shukor, Zamzarina, et al.
Published: (2002)
by: Che Mat @ Mohd. Shukor, Zamzarina, et al.
Published: (2002)
Clustering chemical data set using particle swarm optimization based algorithm
by: Triyono, Triyono
Published: (2008)
by: Triyono, Triyono
Published: (2008)
Development of an intelligent system using Kernel-based learning methods for predicting oil-palm yield.
by: Md. Sap, Mohd. Noor, et al.
Published: (2005)
by: Md. Sap, Mohd. Noor, et al.
Published: (2005)
A framework for predicting oil-palm yield from climate data
by: Awan, A. Majid, et al.
Published: (2006)
by: Awan, A. Majid, et al.
Published: (2006)
An Improved Genetic Clustering Algorithm for Categorical Data
by: Jasni, Mohamad Zain, et al.
Published: (2013)
by: Jasni, Mohamad Zain, et al.
Published: (2013)
Stock market predicton using support vector machines
by: Md. Sap, Mohd. Noor, et al.
Published: (2005)
by: Md. Sap, Mohd. Noor, et al.
Published: (2005)
Development of an intelligent prediction tool for rice yield based on machine learning techniques
by: Md. Sap, Mohd. Noor, et al.
Published: (2006)
by: Md. Sap, Mohd. Noor, et al.
Published: (2006)
Hybrid self organizing map for overlapping clusters
by: Md. Sap, Mohd. Noor, et al.
Published: (2008)
by: Md. Sap, Mohd. Noor, et al.
Published: (2008)
Support vector classification of remote sensing images using improved spectral Kernels
by: Md. Sap, Mohd. Noor, et al.
Published: (2008)
by: Md. Sap, Mohd. Noor, et al.
Published: (2008)
Application of kohonen neural network and rough approximation for overlapping clusters optimization
by: Mohebi, E., et al.
Published: (2008)
by: Mohebi, E., et al.
Published: (2008)
Anomaly-based intrusion detection using fuzzy rough clustering
by: Chimphlee, Witcha, et al.
Published: (2006)
by: Chimphlee, Witcha, et al.
Published: (2006)
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)
The integration of spatial and non-spatial data model
by: Daman, Daut, et al.
Published: (2000)
by: Daman, Daut, et al.
Published: (2000)
Frequent patterns minning of stock data using hybrid clustering association algorithm
by: B., Baharudin, et al.
Published: (2009)
by: B., Baharudin, et al.
Published: (2009)
Fuzzy C-Mean And Genetic Algorithms Based Scheduling For Independent Jobs In Computational Grid
by: Lorpunmanee, Siriluck, et al.
Published: (2006)
by: Lorpunmanee, Siriluck, et al.
Published: (2006)
Analysis of K-Mean and X-Mean Clustering Algorithms Using
Ontology-Based Dataset Filtering
by: Rahmah, Mokhtar, et al.
Published: (2021)
by: Rahmah, Mokhtar, et al.
Published: (2021)
Fuzzy clustering algorithms and their applications to chemical datasets
by: Shah, Jehan Zeb, et al.
Published: (2005)
by: Shah, Jehan Zeb, et al.
Published: (2005)
Data mining and e-commerce : methods, applications, and challenges
by: Rastegari, Hamid, et al.
Published: (2008)
by: Rastegari, Hamid, et al.
Published: (2008)
Biological-based semi-supervised clustering algorithm to improve gene function prediction
by: Kasim, Shahreen, et al.
Published: (2011)
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)
by: Sahel Ba-Karait, Nasser Omer
Published: (2007)
A Faster External Sorting Algorithm Using No Additional Disk Space
by: Islam, Md. Rafiqul, et al.
Published: (2006)
by: Islam, Md. Rafiqul, et al.
Published: (2006)
A binary access control scheme with high data security.
by: Islam, Md. Rafiqul, et al.
Published: (2002)
by: Islam, Md. Rafiqul, et al.
Published: (2002)
Cluster Evaluation of Density Based Subspace Clustering
by: Sembiring, Rahmat Widia, et al.
Published: (2010)
by: Sembiring, Rahmat Widia, et al.
Published: (2010)
Clustering of Chemical Compounds using Unsupervised Neural Networks Algorithms: a comparison
by: Zeb Shah, Jehan, et al.
Published: (2006)
by: Zeb Shah, Jehan, et al.
Published: (2006)
Clustering of chemical compounds using unsupervised neural networks algorithms : a comparison
by: Zeb Shah, Jehan, et al.
Published: (2006)
by: Zeb Shah, Jehan, et al.
Published: (2006)
Pengelompokan data kajicuaca bagi peramalan taburan hujan
by: Dollah@Md. Zain, Rozilawati, et al.
Published: (2003)
by: Dollah@Md. Zain, Rozilawati, et al.
Published: (2003)
Outlier Detection Technique in Data Mining: A Research Perspective
by: Mansur, M. O., et al.
Published: (2005)
by: Mansur, M. O., et al.
Published: (2005)
A lossless parallel data compression method using threads
by: Islam, Md. Rafiqul, et al.
Published: (2005)
by: Islam, Md. Rafiqul, et al.
Published: (2005)
Classification with degree of importance of attributes for stock market data mining
by: Khokhar, Rashid Hafeez, et al.
Published: (2004)
by: Khokhar, Rashid Hafeez, et al.
Published: (2004)
Cancer Prediction Based On Data Mining Using Decision Tree Algorithm
by: Loh, Kin Ming
Published: (2022)
by: Loh, Kin Ming
Published: (2022)
Optimized subtractive clustering for cluster-based compound selection
by: Kuik, Sok Ping
Published: (2006)
by: Kuik, Sok Ping
Published: (2006)
Similar Items
-
Enhancements of kernel learning algorithms for clustering
by: Awan, Abdul Majid
Published: (2007) -
Finding spatio-temporal patterns in climate data using clustering
by: Md. Sap, Mohd. Noor, et al.
Published: (2005) -
An intelligent system based on kernel methods for crop yield prediction
by: Majid Awan, A., et al.
Published: (2006) -
Predictive data mining based on similarity and clustering methods.
by: Defit, Sarjon, et al.
Published: (2000) -
Modelling kernel methods for unsupervised learning of micro array data
by: Md. Sap, Mohd. Noor
Published: (2008)