Hybrid optimization for k-means clustering learning enhancement

Hybrid optimization for k-means clustering learning enhancement

In recent years, combinational optimization issues are introduced as critical problems in clustering algorithms to partition data in a way that optimizes the performance of clustering. K-means algorithm is one of the famous and more popular clustering algorithms which can be simply implemented and i...

Saved in:

書目詳細資料
主要作者:	Farhang, Yousef
格式:	Thesis
語言:	English
出版:	2016
主題:	QA75 Electronic computers Computer science
在線閱讀:	http://eprints.utm.my/id/eprint/78635/1/YousefFarhangPFC2016.pdf
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!

相似書籍

Privacy preserving data mining using anonymization and K-means clustering on labor dataset
由: Ahmad Zahari, Samahah Solehah
出版: (2019)

Intrusion detection system using hybrid GSA-k-Means
由: Aslahi, Bibi Masoomeh
出版: (2013)

Enhancements of kernel learning algorithms for clustering
由: Awan, Abdul Majid
出版: (2007)

An efficient indexing and retrieval of iris biometrics data using hybrid transform and firefly based K-means algorithm title
由: Khalaf, Emad Taha
出版: (2019)

Intrusion detection system using hybird gsa-k-means
由: Aslahi Shahri, Bibi Masoomeh
出版: (2013)

Optimized subtractive clustering for cluster-based compound selection
由: Kuik, Sok Ping
出版: (2006)

Forecasting crude oil prices using modified empirical wavelet transform with fuzzy C-Means clustering
由: Md. Khair, Nurull Qurraisya Nadiyya
出版: (2019)

Fuzzy c-means clustering by incorporating biological knowledge and multi-stage filtering to improve gene function prediction
由: Kasim, Shahreen
出版: (2011)

An online density-based clustering algorithm for data stream based on local optimal radius and cluster pruning
由: Islam, Md Kamrul
出版: (2019)

An optimized thresholding kohonen neural network for cluster analysis
由: Mohebi , Ehsan
出版: (2010)

Particle swarm optimization for neural network learning enhancement
由: Abdull Hamed, Haza Nuzly
出版: (2006)

A hybrid BP and HSA for enhancing a multilayer perceptron learning
由: Salad Nur, Abdirashid
出版: (2014)

Semantic feature reduction and hybrid feature selection for clustering of Arabic Web pages
由: Alghamdi, Hanan Musafer H.
出版: (2016)

Enhancement of elman recurrent network learning with particle swarm optimization
由: Ab. Aziz, Mohamad Firdaus
出版: (2007)

Performance enhancement of adaptive cluster formation and routing protocols in wireless networks
由: Khalaf, Osamah Ibrahem
出版: (2017)

Learning enhancement of radial basis function network with particle swarm optimization
由: Sultan Noman, Qasem Mohammed
出版: (2008)

Hybrid meta-heuristic algorithm based parameter optimization for extreme learning machines classification
由: Alade, Oyekale Abel
出版: (2021)

Spatial Kernel-based Generalized C-mean Clustering for Medical Image Segmentation.
由: Lee, Song Yeow
出版: (2010)

An enhanced cluster head selection algorithm for routing in mobile AD-HOC network
由: Abdulsaheb, Ghaida Muttasher
出版: (2017)

Enhanced cluster based trust management framework for mobile Ad hoc networks
由: Abdelrahman, Malik Nasereldin Ahmed
出版: (2019)

Clustering chemical data set using particle swarm optimization based algorithm
由: Triyono, Triyono
出版: (2008)

Particle swarm optimization (PSO)-based clustering algorithm for handwritten digits recognition
由: Sahel Ba-Karait, Nasser Omer
出版: (2007)

Enhanced framework for alert processing using clustering approach based on artificial immune system
由: Mohamed, Ashara Banu
出版: (2015)

Self-organizin map clustering method for the analysis of e-learning activities
由: Bara, Musa Wakil
出版: (2017)

Spatial fuzzy c-mean sobel algorithm with grey wolf optimizer for MRI brain image segmentation
由: Tehrani, Iman Omidvar
出版: (2017)

Enhanced k-nearest neighbours classification performance based on segmentation and imputation of missing data
由: Saeed, Soobia
出版: (2022)

Enhanced stability of cluster-based location service mechanism for urban vehicular ad hoc networks
由: Mujahid, Muhammad Akram
出版: (2021)

Weighted string distance approach based on modified clustering technique for optimizing test case prioritization
由: Khatibsyarbini, Muhammad
出版: (2022)

Automatic brain tumor segmentation method using improved fuzzy C-means and fuzzy particle swarm optimization
由: Zanganeh, Saeed
出版: (2014)

Cloud based privacy preserving data mining model using hybrid k-anonymity and partial homomorphic encryption
由: Mansour Osman, Huda Osman
出版: (2022)

Taxonomy learning from Malay texts using artificial immune system based clustering
由: Ahmad Nazri, Mohd. Zakree
出版: (2011)

Comparative study of hybrid spectral subtraction speech enhancement algorithms
由: Pidrus, Fatin Nabihah
出版: (2018)

Energy-Aware Clustering Routing for Mobile Ad-Hoc Sensor Networks (MASNETS)
由: Amanda, Hendrick
出版: (2020)

Hybrid fuzzy multi-objective particle swarm optimization for taxonomy extraction
由: Syafrullah, Mohammad
出版: (2015)

An efficient robust hyperheuristic clustering algorithm
由: Bonab, Mohammad Babrdel
出版: (2016)

Hybrid of ant colony optimization and flux variability analysis for improving metabolites production
由: Azhar, Amira Husna
出版: (2017)

Hybrid of ant colony optimization and flux variability analysis for improving metabolities production
由: Azhar, Amira Husna
出版: (2017)

A Hybrid of Ant Colony Optimization Algorithm and Simulated Annealing for Classification Rules
由: Rizauddin, Saian
出版: (2013)

Adaptive firefly algorithm for hierarchical text clustering
由: Mohammed, Athraa Jasim
出版: (2016)

Graph based text representation for document clustering
由: Abdulsahib, Asma Khazaal
出版: (2015)

Services hosted by the Perpustakaan Sultan Abdul Samad, Universiti Putra Malaysia with Cooperation MySyL Group

Cannot write session to /tmp/vufind_sessions/sess_ao4gcrn3sfcpbna1vajelour9h