Finding spatio-temporal patterns in climate data using clustering

QR Code

Finding spatio-temporal patterns in climate data using clustering

This paper presents a method for unsupervised partitioning of data for finding spatio-temporal patterns in climate 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 transfo...

Full description

Bibliographic Details
Main Authors:	Md. Sap, Mohd. Noor, Awan, A. Majid
Format:	Conference or Workshop Item
Language:	English
Published:	2005
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://eprints.utm.my/7574/ http://eprints.utm.my/7574/1/Sap_M_N_Md_2005_Finding_Spatio-Temporal_Patterns_Climate.pdf

Similar Items

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

Spatio-temporal data model and query language for biodiversity data
by: Wahid, Mohd. Taib, et al.
Published: (2005)

Object-relational Features for Modeling and Analysis of Spatio-temporal Data
by: Kamruzzaman, A. Z. M, et al.
Published: (2006)

Clustering Ensemble And Hybrid Of Deep Learning For Spatio-Temporal Crime Predictions
by: Butt, Umair Muneer
Published: (2024)

Spatio-Temporal Biodiversity Data Model Using Object Relational Modeling Approach
by: Wahid, Mohd. Taib, et al.
Published: (2005)

A framework for predicting oil-palm yield from climate data
by: Awan, A. Majid, et al.
Published: (2006)

The development of spatio-temporal data model for dynamic visualization of virtual geographical information system
by: Mohd. Rahim, Mohd. Shafry, et al.
Published: (2006)

Conceptual Spatio-Temporal Data Model Design For Plant Biodiversity
by: Wahid, Mohd. Taib, et al.
Published: (2005)

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

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)

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

Spatio-Temporal object relational for biodiversity system (STORe-Biodi)
by: Wahid, Mohd. Taib, et al.
Published: (2006)

An intelligent system based on kernel methods for crop yield prediction
by: Majid Awan, A., et al.
Published: (2006)

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

A deep Spatio-temporal network for vision-based sexual harassment detection
by: Islam, Md Shamimul, et al.
Published: (2021)

Stock market predicton using support vector machines
by: Md. Sap, Mohd. Noor, et al.
Published: (2005)

Application of kohonen neural network and rough approximation for overlapping clusters optimization
by: Mohebi, E., et al.
Published: (2008)

Development of an intelligent prediction tool for rice yield based on machine learning techniques
by: Md. Sap, Mohd. Noor, et al.
Published: (2006)

Modelling kernel methods for unsupervised learning of micro array data
by: Md. Sap, Mohd. Noor
Published: (2008)

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

Frequent patterns minning of stock data using hybrid clustering association algorithm
by: B., Baharudin, et al.
Published: (2009)

Data mining and e-commerce : methods, applications, and challenges
by: Rastegari, Hamid, et al.
Published: (2008)

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

A binary access control scheme with high data security.
by: Islam, Md. Rafiqul, et al.
Published: (2002)

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

Pengelompokan data kajicuaca bagi peramalan taburan hujan
by: Dollah@Md. Zain, Rozilawati, et al.
Published: (2003)

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

Outlier Detection Technique in Data Mining: A Research Perspective
by: Mansur, M. O., et al.
Published: (2005)

Classification with degree of importance of attributes for stock market data mining
by: Khokhar, Rashid Hafeez, et al.
Published: (2004)

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

A lossless parallel data compression method using threads
by: Islam, Md. Rafiqul, et al.
Published: (2005)

Fast and Accuracy Control Chart Pattern Recognition using a New cluster-k-Nearest Neighbor
by: Brahim Belhaouari, samir
Published: (2008)

Fast and Accuracy Control Chart Pattern Recognition using a New cluster-k-Nearest Neighbor
by: Brahim Belhaouari, samir
Published: (2009)

Pengelompokan data kajicuaca menggunakan teknik peraturan kesatuan
by: Dollah @ Md. Zain, Rozilawati, et al.
Published: (2003)

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

Predictive fuzzy reasoning method for time series stock market data mining
by: Khokhar, Rashid Hafeez, et al.
Published: (2005)

Study of clustering trechniques in data mining for climate data
by: Bahari, Mahadi, et al.
Published: (2006)

Equi-join table optimization technique for temporal data
by: Mohd Rahim, Mohd Shafry, et al.
Published: (2007)

Data Mining : A Preview
by: Defit, Sarjon, et al.
Published: (2000)