Data clustering using maximum dependency of attributes and its application to cluster agricultural products
This project is about understanding the method of Clustering Data using Rough set Theory.The technique used is Maximum Dependency of attributes.The way this technique work is by calculating the degree of each attribute and selecting the highest dependency based on the degree. The highest degree of a...
| Main Author: | Hafiz Kamal, Leang |
|---|---|
| Format: | Undergraduates Project Papers |
| Language: | English |
| Published: |
2012
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/5031/ http://umpir.ump.edu.my/id/eprint/5031/1/08.Data%20clustering%20using%20maximum%20dependency%20of%20attributes%20and%20its%20application%20to%20cluster%20agricultural%20products.pdf |
Similar Items
Data clustering using min-min roughness and its application to cluster patients suspected diabetics
by: Mohd Ridzuan, Baharin
Published: (2012)
by: Mohd Ridzuan, Baharin
Published: (2012)
Data clustering using max-max roughness and its application to cluster patients suspected heart disease
by: Mohd Amirol Redzuan, Mat Rofi
Published: (2012)
by: Mohd Amirol Redzuan, Mat Rofi
Published: (2012)
Soft set approach for decision attribute selection in data clustering
by: Lok, Leh Leong
Published: (2013)
by: Lok, Leh Leong
Published: (2013)
Data mining in network traffic using fuzzy clustering
by: Mohamad, Shamsul
Published: (2003)
by: Mohamad, Shamsul
Published: (2003)
Rough set approach for categorical data clustering
by: Herawan, Tutut
Published: (2010)
by: Herawan, Tutut
Published: (2010)
Data mining in network traffic using fuzzy clustering
by: Mohamad, Shamsul
Published: (2003)
by: Mohamad, Shamsul
Published: (2003)
Mixture model clustering for very large data sets / Leong Siow Hoo
by: Leong, Siow Hoo
Published: (2010)
by: Leong, Siow Hoo
Published: (2010)
An improved self organizing map using jaccard new measure for textual bugs data clustering
by: Ahmed, Attika
Published: (2018)
by: Ahmed, Attika
Published: (2018)
The integration of color cluster and distribution for image retrieval
by: Wang, Yin Chung
Published: (2000)
by: Wang, Yin Chung
Published: (2000)
Automatic clustering of gene ontology by genetic algorithm
by: Othman, Razib M., et al.
Published: (2006)
by: Othman, Razib M., et al.
Published: (2006)
Rough clustering for web transactions
by: Yanto, Iwan Tri Riyadi
Published: (2011)
by: Yanto, Iwan Tri Riyadi
Published: (2011)
Rough set based clustering for finding relevant document /
by: Ching, Ng Choon
Published: (2013)
by: Ching, Ng Choon
Published: (2013)
An improved hierarchical clustering combination approach for software modularization
by: Naseem, Rashid
Published: (2017)
by: Naseem, Rashid
Published: (2017)
The parallelization of the Keller box method on heterogeneous cluster of workstations
by: Hamzah, Norhafizah, et al.
Published: (2008)
by: Hamzah, Norhafizah, et al.
Published: (2008)
Clustering for binary data sets by using genetic algorithm-incremental K-means
by: Saharan, S., et al.
Published: (2018)
by: Saharan, S., et al.
Published: (2018)
The multiple outliers detection for circular univariate data using different agglomerative clustering algorithms
by: Nur Syahirah, Zulkipli, et al.
Published: (2024)
by: Nur Syahirah, Zulkipli, et al.
Published: (2024)
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)
A Modified Symbiotic Organism Search Algorithm with Lévy Flight for Software Module Clustering Problem
by: Nurul Asyikin, Zainal, et al.
Published: (2020)
by: Nurul Asyikin, Zainal, et al.
Published: (2020)
An improved self organizing map using jaccard new measure for textual bugs data clustering
by: Ahmed, Attika
Published: (2018)
by: Ahmed, Attika
Published: (2018)
Applying Variable Precision Rough Set for Clustering Diabetics Dataset
by: Herawan, Tutut, et al.
Published: (2014)
by: Herawan, Tutut, et al.
Published: (2014)
Latex glove protein detection using maximum-minimum clustering variation technique
by: Ting, Huong Yong, et al.
Published: (2009)
by: Ting, Huong Yong, et al.
Published: (2009)
Time series data intelligent clustering algorithm for landslide displacement prediction
by: Han, Liu, et al.
Published: (2018)
by: Han, Liu, et al.
Published: (2018)
Preprocessing And Clustering Short Time-Series Microarray
by: Loh, Wei Ping
Published: (2008)
by: Loh, Wei Ping
Published: (2008)
Fuzzy subtractive clustering (FSC) with exponential membership function for heart failure disease clustering
by: Annisa Eka Haryati, ., et al.
Published: (2022)
by: Annisa Eka Haryati, ., et al.
Published: (2022)
A new single linkage robust clustering outlier detection procedures for multivariate data
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2023)
by: Sharifah Sakinah, Syed Abd Mutalib, et al.
Published: (2023)
A Novel Soft Set Approach in Selecting Clustering Attribute
by: Qin, Hongwu, et al.
Published: (2012)
by: Qin, Hongwu, et al.
Published: (2012)
The new efficient and accurate attribute-oriented clustering algorithms for categorical data
by: Qin, Hongwu
Published: (2012)
by: Qin, Hongwu
Published: (2012)
A new soft set-based technique for clustering attribute selection in educational data mining
by: Suhirman, .
Published: (2016)
by: Suhirman, .
Published: (2016)
Reassembly and clustering bifragmented intertwined jpeg images using genetic algorithm and extreme learning machine
by: Raad Ali, Rabei
Published: (2019)
by: Raad Ali, Rabei
Published: (2019)
Malaysia household incomes classification prediction with k-means clustering and fuzzy inference system
by: Hamzah, Nur Atiqah
Published: (2018)
by: Hamzah, Nur Atiqah
Published: (2018)
Abnormalities detection in apert syndrome using hierarchical clustering algorithms
by: Nur Syahirah, Zulkipli, et al.
Published: (2025)
by: Nur Syahirah, Zulkipli, et al.
Published: (2025)
Cluster-Based Estimators For
Multiple And Multivariate Linear
Regression Models
by: Alih, Ekele
Published: (2015)
by: Alih, Ekele
Published: (2015)
Harmony Search-Based Fuzzy
Clustering Algorithms For Image
Segmentation
by: Alia, Osama Moh’d Radi
Published: (2011)
by: Alia, Osama Moh’d Radi
Published: (2011)
The effect of different similarity distance measures in detecting outliers using single-linkage clustering algorithm for univariate circular biological data
by: Nur Syahirah, Zulkipli, et al.
by: Nur Syahirah, Zulkipli, et al.
The effect of different distance measures in detecting outliers using clustering-based algorithm for circular regression model
by: Nur Faraidah, Muhammad Di, et al.
Published: (2017)
by: Nur Faraidah, Muhammad Di, et al.
Published: (2017)
Hybrid Model In Machine Learning With Robust Regression For Handling Multicollinearity Outlier In Big Data And Its Application To Agriculture
by: ., Mukhtar
Published: (2023)
by: ., Mukhtar
Published: (2023)
Max-D clustering K-means algorithm for Autogeneration of Centroids and Distance of Data Points Cluster
by: Wan Maseri, Wan Mohd, et al.
by: Wan Maseri, Wan Mohd, et al.
Application of Optimization Methods for Solving Clustering and Classification Problems
by: Shabanzadeh, Parvaneh
Published: (2011)
by: Shabanzadeh, Parvaneh
Published: (2011)
Improved robust estimator and clustering procedures for multivariate outliers detection
by: Sharifah Sakinah, Syed Abd Mutalib
Published: (2023)
by: Sharifah Sakinah, Syed Abd Mutalib
Published: (2023)
Four types of dependence relationship in two consecutive stage data envelopment analysis model
by: Abu, Noratikah, et al.
Published: (2019)
by: Abu, Noratikah, et al.
Published: (2019)
Similar Items
-
Data clustering using min-min roughness and its application to cluster patients suspected diabetics
by: Mohd Ridzuan, Baharin
Published: (2012) -
Data clustering using max-max roughness and its application to cluster patients suspected heart disease
by: Mohd Amirol Redzuan, Mat Rofi
Published: (2012) -
Soft set approach for decision attribute selection in data clustering
by: Lok, Leh Leong
Published: (2013) -
Data mining in network traffic using fuzzy clustering
by: Mohamad, Shamsul
Published: (2003) -
Rough set approach for categorical data clustering
by: Herawan, Tutut
Published: (2010)