Application of kohonen neural network and rough approximation for overlapping clusters optimization
In this paper, the Kohonen Self Organizing Map one of the most popular tools in the exploratory phase of pattern recognition is proposed for clustering the input data. Recently researchers found that to have precise and optimized clustering operations and also to capture the ambiguity that comes fro...
| Main Authors: | Mohebi, E., Md. Sap, Mohd. Noor |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Penerbit UTM Press
2008
|
| Subjects: | |
| Online Access: | http://eprints.utm.my/10702/ http://eprints.utm.my/10702/1/MNMSap2008_ApplicationOfKohonenNeuralNetwork.pdf |
Similar Items
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)
Multilevel learning in Kohonen SOM network for classification problems
by: Mohd. Yusof, Norfadzila
Published: (2006)
by: Mohd. Yusof, Norfadzila
Published: (2006)
License plate recognition using Kohonen neural network algorithm / Norfaeza Mat Noor
by: Mat Noor, Norfaeza
Published: (2006)
by: Mat Noor, Norfaeza
Published: (2006)
Topologi kejiranan gabungan rangkaian kohonen dan particle swarm optimization (pso)
by: Forkan, Fadni, et al.
Published: (2006)
by: Forkan, Fadni, et al.
Published: (2006)
Solving inverse kinematics using kohonen network for 3D human walking
by: Abd. Salam, Nurul Hazra
Published: (2006)
by: Abd. Salam, Nurul Hazra
Published: (2006)
Anomaly-based intrusion detection using fuzzy rough clustering
by: Chimphlee, Witcha, et al.
Published: (2006)
by: Chimphlee, Witcha, et al.
Published: (2006)
Pembaikan struktur kekisi heksagon dalam pembelajaran rangkaian kohonen
by: Yusob, Bariah
Published: (2007)
by: Yusob, Bariah
Published: (2007)
Asic design of a kohonen neural network microchip
by: Rajah, Avinash, et al.
Published: (2004)
by: Rajah, Avinash, et al.
Published: (2004)
Animal recognition application using Kohonen
Feature Map / Muhamad Syafiq Nordin
by: Nordin, Muhamad Syafiq
Published: (2007)
by: Nordin, Muhamad Syafiq
Published: (2007)
An improved pheromone-based kohonen self-organising map in clustering and visualising balanced and imbalanced datasets
by: Azlin, Ahmad, et al.
Published: (2021)
by: Azlin, Ahmad, et al.
Published: (2021)
Trademark image classification approaches using neural network and rough set theory
by: Saad, Puteh
Published: (2003)
by: Saad, Puteh
Published: (2003)
Dynamic unsupervised feedforward neural network clustering / Roya Asadi
by: Roya, Asadi
Published: (2016)
by: Roya, Asadi
Published: (2016)
Applying Rough Set Theory for Student Clustering on Assessment Datasets
by: Suhirman, na, et al.
Published: (2013)
by: Suhirman, na, et al.
Published: (2013)
An economic forecasting based on association rules and neural network.
by: Defit, Sarjon, et al.
Published: (2001)
by: Defit, Sarjon, et al.
Published: (2001)
Approximate Entropy-Based Epileptic EEG Detection Using Artificial Neural Networks
by: Srinivasan, Vairavan, et al.
Published: (2007)
by: Srinivasan, Vairavan, et al.
Published: (2007)
Hybrid clustering-GWO-NARX neural network technique in predicting stock price
by: Das, Debashish, et al.
Published: (2017)
by: Das, Debashish, et al.
Published: (2017)
Stock prediction by applying hybrid Clustering-GWO-NARX neural network technique
by: Das, Debashish, et al.
Published: (2017)
by: Das, Debashish, et al.
Published: (2017)
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)
Predictive data mining based on similarity and clustering methods.
by: Defit, Sarjon, et al.
Published: (2000)
by: Defit, Sarjon, et al.
Published: (2000)
VLSI Design of a neurohardware processor implementing the Kohonen Neural Network algorithm
by: Rajah, Avinash
Published: (2005)
by: Rajah, Avinash
Published: (2005)
Anomaly detection of intrusion based on integration of rough sets and fuzzy c-means
by: Chimphlee, Witcha, et al.
Published: (2005)
by: Chimphlee, Witcha, et al.
Published: (2005)
Adam optimization algorithm for wide and deep neural network
by: Mohd Jais, Imran Khan, et al.
Published: (2019)
by: Mohd Jais, Imran Khan, et al.
Published: (2019)
Particle swarm optimization for neural network learning enhancement
by: Abdull Hamed, Haza Nuzly
Published: (2006)
by: Abdull Hamed, Haza Nuzly
Published: (2006)
Clustering Spatial Data Using a Kernel-Based Algorithm
by: Awan, A. Majid, et al.
Published: (2005)
by: Awan, A. Majid, et al.
Published: (2005)
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)
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)
An optimal approximation algorithm for optimization of un-weighted minimum vertex cover problem
by: Fayaz, Muhammad, et al.
Published: (2016)
by: Fayaz, Muhammad, et al.
Published: (2016)
Rough Sets Clustering and Markov model for Web Access Prediction
by: Chimphlee, Siriporn, et al.
Published: (2006)
by: Chimphlee, Siriporn, et al.
Published: (2006)
Unsupervised Anomaly Detection with Unlabeled Data Using Clustering
by: Chimphlee, Witcha, et al.
Published: (2005)
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)
by: Che Mat @ Mohd. Shukor, Zamzarina, et al.
Published: (2002)
Optimized subtractive clustering for cluster-based compound selection
by: Kuik, Sok Ping
Published: (2006)
by: Kuik, Sok Ping
Published: (2006)
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)
Application of Artificial Neural Network in Detection of Probing Attacks
by: I., Ahmad, et al.
Published: (2010)
by: I., Ahmad, et al.
Published: (2010)
Application of Artificial Neural Network in Detection of Probing Attacks
by: Ahmad, iftikhar, et al.
Published: (2009)
by: Ahmad, iftikhar, et al.
Published: (2009)
Rough clustering for web transactions
by: Yanto, Iwan Tri Riyadi
Published: (2011)
by: Yanto, Iwan Tri Riyadi
Published: (2011)
The impact of VMAX activation function in particle swarm optimization neural network
by: Lee, Yiew Siang
Published: (2008)
by: Lee, Yiew Siang
Published: (2008)
An ensemble of neural network and modified grey wolf optimizer for stock prediction
by: Das, Debashish
Published: (2019)
by: Das, Debashish
Published: (2019)
Neural coding of overlapping speech and the effects of hearing loss
by: Smith, Samuel S.
Published: (2020)
by: Smith, Samuel S.
Published: (2020)
An analysis of hierarchical clustering and neural network clustering for suggestion supervisors and examiners
by: Mohd. Nasir, Nurul Nisa
Published: (2005)
by: Mohd. Nasir, Nurul Nisa
Published: (2005)
Similar Items
-
Hybrid self organizing map for overlapping clusters
by: Md. Sap, Mohd. Noor, et al.
Published: (2008) -
Multilevel learning in Kohonen SOM network for classification problems
by: Mohd. Yusof, Norfadzila
Published: (2006) -
License plate recognition using Kohonen neural network algorithm / Norfaeza Mat Noor
by: Mat Noor, Norfaeza
Published: (2006) -
Topologi kejiranan gabungan rangkaian kohonen dan particle swarm optimization (pso)
by: Forkan, Fadni, et al.
Published: (2006) -
Solving inverse kinematics using kohonen network for 3D human walking
by: Abd. Salam, Nurul Hazra
Published: (2006)