Fuzzy clustering algorithms and their applications to chemical datasets
In this work the importance of fuzzy based clustering methods is highlighted and their applications in the field of chemoinformatics, and issues involved are reviewed. The various methods and approaches of fuzzy clustering are outlined. The issue of number of valid clusters in a dataset is also dis...
| Main Authors: | Shah, Jehan Zeb, Salim, Naomie |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2005
|
| Subjects: | |
| Online Access: | http://eprints.utm.my/3337/ http://eprints.utm.my/3337/1/Naomie_Salim_-_Fuzzy_Clustering_algorithms_and_their_applications_to_chemical_datasets.pdf |
Similar Items
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)
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)
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)
Applying Rough Set Theory for Student Clustering on Assessment Datasets
by: Suhirman, na, et al.
Published: (2013)
by: Suhirman, na, et al.
Published: (2013)
MapReduce algorithm for weather dataset
by: Majid, Mazlina A., et al.
Published: (2018)
by: Majid, Mazlina A., et al.
Published: (2018)
Clustering chemical data set using particle swarm optimization based algorithm
by: Triyono, Triyono
Published: (2008)
by: Triyono, Triyono
Published: (2008)
An Efficient Cluster Head Election Algorithm for Client Mesh Networks using Fuzzy Logic Control
by: Adekiigbe, Adebanjo, et al.
Published: (2017)
by: Adekiigbe, Adebanjo, et al.
Published: (2017)
Addressing imbalance in health datasets: A new method NR-clustering SMOTE and distance metric modification
by: Hairani, Hairani, et al.
Published: (2025)
by: Hairani, Hairani, et al.
Published: (2025)
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)
Rough fuzzy approach for web usage mining
by: Chimphlee, Siriporn, et al.
Published: (2006)
by: Chimphlee, Siriporn, et al.
Published: (2006)
The supported grid tool for measuring an applicability of medical dataset visualization
by: Najam, Ibrahim Salem
Published: (2008)
by: Najam, Ibrahim Salem
Published: (2008)
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)
Enhancements of kernel learning algorithms for clustering
by: Awan, Abdul Majid
Published: (2007)
by: Awan, Abdul Majid
Published: (2007)
Anomaly-based intrusion detection using fuzzy rough clustering
by: Chimphlee, Witcha, et al.
Published: (2006)
by: Chimphlee, Witcha, 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)
An analysis of fuzzy clustering algortihms for suggestion of supervisor and examiner of thesis title
by: Suhaimi, Azrina
Published: (2005)
by: Suhaimi, Azrina
Published: (2005)
Gpu Based Fast Phylogenetic Tree
Construction Algorithm With Reduce
Dataset
by: Ibrahim, Najihah
Published: (2016)
by: Ibrahim, Najihah
Published: (2016)
Visualizing collaborative time-varying scientific datasets
by: Mohamad Sharif, Johan, et al.
Published: (2007)
by: Mohamad Sharif, Johan, et al.
Published: (2007)
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 of large time-series datasets using a multi-step approach / Saeed Reza Aghabozorgi Sahaf Yazdi
by: Yazdi, Saeed Reza Aghabozorgi Sahaf
Published: (2013)
by: Yazdi, Saeed Reza Aghabozorgi Sahaf
Published: (2013)
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)
Rough Sets Clustering and Markov model for Web Access Prediction
by: Chimphlee, Siriporn, et al.
Published: (2006)
by: Chimphlee, Siriporn, et al.
Published: (2006)
Review of Existing Datasets Used for Software Effort Estimation
by: Mizanur, Rahman, et al.
Published: (2023)
by: Mizanur, Rahman, et al.
Published: (2023)
Visualization pipeline for medical datasets on grid computing environment
by: Ahmed, A. A., et al.
Published: (2007)
by: Ahmed, A. A., et al.
Published: (2007)
Clustering Spatial Data Using a Kernel-Based Algorithm
by: Awan, A. Majid, et al.
Published: (2005)
by: Awan, A. Majid, et al.
Published: (2005)
Database integration approaches for heterogeneous biological data sources : an overview
by: Ishak, Iskandar, et al.
Published: (2006)
by: Ishak, Iskandar, et al.
Published: (2006)
An overview of ontology based approach to organize the metadata for grid database
by: Adiyarta, Krisna, et al.
Published: (2006)
by: Adiyarta, Krisna, et al.
Published: (2006)
Empirical evaluation of mixed approach in adaptive hypermedia learning system
by: Haron, Norreen, et al.
Published: (2006)
by: Haron, Norreen, et al.
Published: (2006)
Query routing using query feedback and similarity in unstructured peer to peer networks
by: Ishak, Iskandar, et al.
Published: (2008)
by: Ishak, Iskandar, et al.
Published: (2008)
Bayesian inference network for molecular similarity searching using 2D fingerprints and multiple reference structures
by: Abdo, Ammar, et al.
Published: (2008)
by: Abdo, Ammar, et al.
Published: (2008)
Inference networks for molecular database similarity searching
by: Abdo, Ammar, et al.
Published: (2008)
by: Abdo, Ammar, et al.
Published: (2008)
Similarity-based virtual screening with a bayesian inference network
by: Abdo, Ammar, et al.
Published: (2008)
by: Abdo, Ammar, et al.
Published: (2008)
Datasets Size: Effect on Clustering Results
by: Raheem, Ajiboye Adeleke, et al.
Published: (2013)
by: Raheem, Ajiboye Adeleke, et al.
Published: (2013)
Optimizing wireless sensor networks: A survey of clustering strategies and algorithms
by: Hamim, Sakib Iqram, et al.
Published: (2024)
by: Hamim, Sakib Iqram, et al.
Published: (2024)
Enhancing an evolving tree-based text document visualization model with fuzzy c-means clustering
by: Wui, Lee Chang, et al.
Published: (2013)
by: Wui, Lee Chang, et al.
Published: (2013)
Large Dataset Classification Using Parallel Processing Concept
by: Aljanabi, Mohammad, et al.
Published: (2020)
by: Aljanabi, Mohammad, et al.
Published: (2020)
Integrating genetic algorithms and fuzzy c-means for anomaly detection
by: Chimphlee, Witcha, et al.
Published: (2005)
by: Chimphlee, Witcha, et al.
Published: (2005)
An Improved Ant Colony Optimization Algorithm for Clustering Proteins in Protein Interaction Network
by: Jamaludin, Sallim, et al.
Published: (2009)
by: Jamaludin, Sallim, et al.
Published: (2009)
An enhanced cluster head selection algorithm for routing in mobile AD-HOC network
by: Abdulsaheb, Ghaida Muttasher
Published: (2017)
by: Abdulsaheb, Ghaida Muttasher
Published: (2017)
Similar Items
-
Clustering of Chemical Compounds using Unsupervised Neural Networks Algorithms: a comparison
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) -
A soft hierarchical algorithm for the clustering of multiple bioactive chemical compounds
by: Salim, Naomie, et al.
Published: (2007) -
Analysis of K-Mean and X-Mean Clustering Algorithms Using
Ontology-Based Dataset Filtering
by: Rahmah, Mokhtar, et al.
Published: (2021) -
Applying Rough Set Theory for Student Clustering on Assessment Datasets
by: Suhirman, na, et al.
Published: (2013)