صورة الغلاف

Enhanced data clustering and classification using auto-associative neural networks and self organizing maps

This thesis presents a number of investigations leading to introduction of novel applications of intelligent algorithms in the fields of informatics and analytics. This research aims to develop novel methodologies to reduce dimensions and clustering of highly non-linear multidimensional data. Improv...

وصف كامل

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Mohd. Zin, Zalhan
التنسيق:	أطروحة
اللغة:	English
منشور في:	2016
الموضوعات:	T Technology (General)
الوصول للمادة أونلاين:	http://eprints.utm.my/id/eprint/78096/1/ZalhanMohdZinPMJIT20161.pdf http://eprints.utm.my/id/eprint/78096/ http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:92255
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!

مواد مشابهة

Dimension reduction and clustering of high dimensional data using auto associative neural networks
بواسطة: Mohd. Zin, Zalhan, وآخرون
منشور في: (2013)

Dimension reduction and clustering of high dimensional data using auto-associative neural networks
بواسطة: Mohd. Zin, Zalhan, وآخرون
منشور في: (2013)

A Novel Self-Organizing Mapping Model for Multidimensional Data Visualization, Classification, and Clustering
بواسطة: Yii, Ming Leong
منشور في: (2017)

Cluster identification and separation in the growing self-organizing map: Application in protein sequence classification
بواسطة: Ahmad, N.
منشور في: (2010)

Hybrid self organizing map for overlapping clusters
بواسطة: Md. Sap, Mohd. Noor, وآخرون
منشور في: (2008)

EnhancerNet: A Self-Organizing Map-Based DNA Sequence to Enhancer Motif Activation Map Encoding Method for Enhancer Classification with Convolutional Neural Network Analysis
بواسطة: Shu En, Chia
منشور في: (2023)

Clustering pests of rice using self organizing map
بواسطة: Md. Sap, Mohd. Noor, وآخرون
منشور في: (2008)

Rough set based clustering of the self organizing map
بواسطة: Mohebi, Ehsan, وآخرون
منشور في: (2009)

An optimized self organizing map for cluster ambiguity detection
بواسطة: Mohebi, Ehsan, وآخرون
منشور في: (2008)

Enhanced self organizing map with particle swarm optimization for classification problems
بواسطة: Hasan, Shafaatunnur
منشور في: (2010)

A Hybrid Artificial Neural Network Model For Data Visualisation, Classification, And Clustering
بواسطة: Teh, Chee Siong
منشور في: (2006)

A modified kohonen self-organizing map (KSOM) clustering for four categorical data
بواسطة: Ahmad, A., وآخرون
منشور في: (2016)

Clustering unstructured data from a text database using self-organizing maps
بواسطة: Kamaruddin, Siti Sakira
منشور في: (1998)

Clustering of Indonesian forest fires using self organizing maps
بواسطة: Selamat, Ali, وآخرون
منشور في: (2006)

Enhanced self organizing map (ESOM) and particle swarm optimization (PSO) for classification
بواسطة: Hasan, Shafaatunnur, وآخرون
منشور في: (2009)

An improved self organizing map using jaccard new measure for textual bugs data clustering
بواسطة: Ahmed, Attika
منشور في: (2018)

An improved self organizing map using jaccard new measure for textual bugs data clustering
بواسطة: Ahmed, Attika
منشور في: (2018)

Comparisions of clustering using self - organizing map, adaptive resonance theory and sammon maps
بواسطة: Drusilla Allyn, ak Lunyut
منشور في: (2005)

Multistrategy self-organizing map learning for classification problems
بواسطة: Hasan, S., وآخرون
منشور في: (2011)

An Ensemble of Enhanced Fuzzy Min Max Neural Networks for Data Classification
بواسطة: Mohammed, Mohammed Falah, وآخرون
منشور في: (2017)

Clustering the tropical wood species using Kohonen Self-Organizing Map (KSOM)
بواسطة: Ahmad, Azlin, وآخرون
منشور في: (2013)

Classification of Protein Sequences using the Growing Self-Organizing Map
بواسطة: Ahmad, N.
منشور في: (2008)

Development of Hybrid Convolutional Neural Network and Auto-Regressive Integrated Moving Average for Skin Cancer Classification
بواسطة: KA CHIN, CHEE
منشور في: (2022)

Clustering test cases in web application regression testing using self-organizing maps
بواسطة: Dobuneh, Mojtaba Raeisi Nejad, وآخرون
منشور في: (2015)

A survey on self-organized cluster-based wireless sensor network
بواسطة: Zeb, Asim, وآخرون
منشور في: (2015)

MaxD K-Means: A clustering algorithm for auto-generation of centroids and distance of data points in clusters
بواسطة: Wan Maseri, Wan Mohd, وآخرون
منشور في: (2012)

Wavelet analysis and auto-associative neural network based fault detection and diagnosis in an industrial gas turbine
منشور في: (2012)

Data Mining and Data Visualization Using Self-Organizing Map (SOM)
بواسطة: Ahmad Naufal Khan, Bin Jamil Khan
منشور في: (2017)

Iris recognition using self-organizing neural network
بواسطة: Lye, Wil Liam, وآخرون
منشور في: (2002)

Hybrid kohonen self organizing map for the uncertainty involved in overlapping clusters using simulated annealing
بواسطة: Mohebi, E., وآخرون
منشور في: (2009)

Hybrid kohonen self organizing map for the uncertainty involved in overlapping clusters using simulated annealing
بواسطة: Mohebi, E., وآخرون
منشور في: (2009)

Improved Parameterless K-Means: Auto-Generation Centroids and Distance Data Point Clusters
بواسطة: Wan Maseri, Wan Mohd, وآخرون
منشور في: (2011)

Classification of transformer core and winding conditions using self organizing maps (SOM)
بواسطة: Zul Hasrizal Bin Bohari
منشور في: (2023)

An improved functional link neural network for data classification
بواسطة: Iqbal, Umer
منشور في: (2018)

3D human heart modeling (self-organizing Map Neural Network) / Mohd. Tharmezy Md. Tajuddin
بواسطة: Mohd. Tharmez, Md. Tajuddin
منشور في: (2003)

Introducing clustering model for auto parts manufacturing companies
بواسطة: M., Pasebani, وآخرون
منشور في: (2007)

Cardiac arrhythmia classification using self organizing MAP (SOM) - based ensemble model
بواسطة: Dayang Yasmin, binti Abang Abdul Wahab
منشور في: (2015)

Multi-Organ Plant Classification Based on Convolutional and Recurrent Neural Networks
بواسطة: Lee, Sue Han, وآخرون
منشور في: (2018)

A Hybrid Artificial Neural Network Model For Data Visualisation, Classification, And Clustering [QP363.3. T253 2006 f rb].
بواسطة: Teh, Chee Siong
منشور في: (2006)

Object detection utilizing modified auto encoder and convolutional neural networks
بواسطة: Khiarak, Jalil Nourmohammadi, وآخرون
منشور في: (2018)