A Novel Soft Set Approach in Selecting Clustering Attribute
Clustering is one of the most useful tasks in data mining process for discovering groups and identifying interesting distributions and patterns in the underlying data. One of the techniques of data clustering was performed by introducing a clustering attribute. Soft set theory, initiated by Molodtso...
| Main Authors: | Qin, Hongwu, Ma, Xiuqin, Jasni, Mohamad Zain, Herawan, Tutut |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2012
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/6188/ http://umpir.ump.edu.my/id/eprint/6188/1/fskkp-2012-jasni-novel_soft_set_approach_abs_only.pdf |
Similar Items
A novel normal parameter reduction algorithm of soft sets
by: Ma, Xiuqin, et al.
Published: (2010)
by: Ma, Xiuqin, et al.
Published: (2010)
An Improved Genetic Clustering Algorithm for Categorical Data
by: Jasni, Mohamad Zain, et al.
Published: (2013)
by: Jasni, Mohamad Zain, et al.
Published: (2013)
Relation between Significance of Attribute Set and Single Attribute
by: Ma, Xiuqin, et al.
Published: (2010)
by: Ma, Xiuqin, et al.
Published: (2010)
MGR: An Information Theory Based Hierarchical Divisive Clustering Algorithm for Categorical Data
by: Hongwu, Qin, et al.
Published: (2014)
by: Hongwu, Qin, et al.
Published: (2014)
Data Filling Approach of Soft Sets under Incomplete
Information
by: Herawan, Tutut, et al.
Published: (2011)
by: Herawan, Tutut, et al.
Published: (2011)
An Interval-Valued Fuzzy Soft Set Based Decision Making Approach Considering Weight
by: Hongwu, Qin, et al.
Published: (2014)
by: Hongwu, Qin, et al.
Published: (2014)
An Adjustable Approach to Interval-Valued Intuitionistic
Fuzzy Soft Sets Based Decision Making
by: Herawan, Tutut, et al.
Published: (2011)
by: Herawan, Tutut, et al.
Published: (2011)
Application of a New Efficient Normal Parameter Reduction Algorithm of Soft Sets in Online Shopping
by: Ma, Xiuqin, et al.
Published: (2014)
by: Ma, Xiuqin, et al.
Published: (2014)
Soft set approach for decision attribute selection in data clustering
by: Lok, Leh Leong
Published: (2013)
by: Lok, Leh Leong
Published: (2013)
The Parameter Reduction of the Interval-Valued Fuzzy Soft Sets and Its Related Algorithms
by: Ma, Xiuqin, et al.
Published: (2014)
by: Ma, Xiuqin, et al.
Published: (2014)
On soft partition attribute selection
by: Rabiei, Mamat, et al.
Published: (2012)
by: Rabiei, Mamat, et al.
Published: (2012)
A new soft set-based technique for clustering attribute selection in educational data mining
by: Suhirman, .
Published: (2016)
by: Suhirman, .
Published: (2016)
Soft Set-Based Decision Making For Patients Suspected Influenza-Like Illness
by: Herawan, Tutut
Published: (2010)
by: Herawan, Tutut
Published: (2010)
New Parameter Reduction of Soft Sets
by: Ma, Xiuqin
Published: (2012)
by: Ma, Xiuqin
Published: (2012)
Hybrid Filter for Attributes Reduction in Soft Set
by: Mohammed, Mohammed Adam Taheir, et al.
Published: (2015)
by: Mohammed, Mohammed Adam Taheir, et al.
Published: (2015)
Applying Rough Set Theory for Student Clustering on Assessment Datasets
by: Suhirman, na, et al.
Published: (2013)
by: Suhirman, na, et al.
Published: (2013)
Rough set approach for categorical data clustering
by: Herawan, Tutut
Published: (2010)
by: Herawan, Tutut
Published: (2010)
RMF: Rough Set Membership Function-based for Clustering Web Transactions
by: Herawan, Tutut, et al.
Published: (2013)
by: Herawan, Tutut, et al.
Published: (2013)
The new efficient and accurate attribute-oriented clustering algorithms for categorical data
by: Qin, Hongwu
Published: (2012)
by: Qin, Hongwu
Published: (2012)
Cluster Evaluation of Density Based Subspace Clustering
by: Sembiring, Rahmat Widia, et al.
Published: (2010)
by: Sembiring, Rahmat Widia, et al.
Published: (2010)
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 Comparative Agglomerative Hierarchical Clustering Method to Cluster Implemented Course
by: Sembiring, Rahmat Widia, et al.
Published: (2010)
by: Sembiring, Rahmat Widia, et al.
Published: (2010)
Improved Parameterless K-Means: Auto-Generation Centroids and Distance Data Point Clusters
by: Wan Maseri, Wan Mohd, et al.
Published: (2011)
by: Wan Maseri, Wan Mohd, et al.
Published: (2011)
Hybrid Framework Parameterization Reduction Combination in Soft Set
by: Mohammed, Mohammed Adam Taheir, et al.
Published: (2015)
by: Mohammed, Mohammed Adam Taheir, et al.
Published: (2015)
A soft hierarchical algorithm for the clustering of multiple bioactive chemical compounds
by: Salim, Naomie, et al.
Published: (2007)
by: Salim, Naomie, et al.
Published: (2007)
A Survey of Query Expansion, Query Suggestion and Query Refinement Techniques
by: Ooi, Jessie, et al.
Published: (2015)
by: Ooi, Jessie, et al.
Published: (2015)
Datasets Size: Effect on Clustering Results
by: Raheem, Ajiboye Adeleke, et al.
Published: (2013)
by: Raheem, Ajiboye Adeleke, et al.
Published: (2013)
Optimized subtractive clustering for cluster-based compound selection
by: Kuik, Sok Ping
Published: (2006)
by: Kuik, Sok Ping
Published: (2006)
An alternative approach to normal parameter reduction algorithms for decision making using a soft set theory / Sani Danjuma
by: Sani , Danjuma
Published: (2017)
by: Sani , Danjuma
Published: (2017)
Mining Least Association Rules of Degree Level Programs Selected by Students
by: Zailani, Abdullah, et al.
Published: (2014)
by: Zailani, Abdullah, et al.
Published: (2014)
Data prediction and recalculation of missing data in soft set / Muhammad Sadiq Khan
by: Muhammad Sadiq , Khan
Published: (2018)
by: Muhammad Sadiq , Khan
Published: (2018)
An enhanced soft set data reduction using decision partition order technique
by: Mohammed, Mohammed Adam Taheir
Published: (2017)
by: Mohammed, Mohammed Adam Taheir
Published: (2017)
Soft Set Decision/Forecasting System Based on Hybrid Parameter Reduction Algorithm
by: Mohammed, Mohammed Adam Taheir, et al.
Published: (2017)
by: Mohammed, Mohammed Adam Taheir, et al.
Published: (2017)
Clustering chemical data set using particle swarm optimization based algorithm
by: Triyono, Triyono
Published: (2008)
by: Triyono, Triyono
Published: (2008)
Maldroid- attribute selection analysis for malware classification
by: Rahiwan Nazar, Romli, et al.
Published: (2019)
by: Rahiwan Nazar, Romli, et al.
Published: (2019)
An Alternative Algorithm for Soft Set Parameter Selection using Special Order
by: Mohammed, Mohammed Adam Taheir, et al.
Published: (2015)
by: Mohammed, Mohammed Adam Taheir, et al.
Published: (2015)
A study on soft computing approach in weather forecasting
by: Yen, Wee Khun
Published: (2010)
by: Yen, Wee Khun
Published: (2010)
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.
Rough Sets Clustering and Markov model for Web Access Prediction
by: Chimphlee, Siriporn, et al.
Published: (2006)
by: Chimphlee, Siriporn, et al.
Published: (2006)
Modelling Reactive and Proactive Behaviour in Simulation: A Case Study in a University Organisation
by: Mazlina, Abdul Majid, et al.
Published: (2013)
by: Mazlina, Abdul Majid, et al.
Published: (2013)
Similar Items
-
A novel normal parameter reduction algorithm of soft sets
by: Ma, Xiuqin, et al.
Published: (2010) -
An Improved Genetic Clustering Algorithm for Categorical Data
by: Jasni, Mohamad Zain, et al.
Published: (2013) -
Relation between Significance of Attribute Set and Single Attribute
by: Ma, Xiuqin, et al.
Published: (2010) -
MGR: An Information Theory Based Hierarchical Divisive Clustering Algorithm for Categorical Data
by: Hongwu, Qin, et al.
Published: (2014) -
Data Filling Approach of Soft Sets under Incomplete
Information
by: Herawan, Tutut, et al.
Published: (2011)