表紙画像

Improved expectation maximization algorithm for Gaussian mixed model using the kernel method

Fraud activities have contributed to heavy losses suffered by telecommunication companies. In this paper, we attempt to use Gaussian mixed model, which is a probabilistic model normally used in speech recognition to identify fraud calls in the telecommunication industry. We look at several issues en...

保存先:

書誌詳細
主要な著者:	Mohd Yusoff, Mohd Izhan, Mohamed, Ibrahim, Abu Bakar, Mohd Rizam
フォーマット:	論文
言語:	English
出版事項:	Hindawi Publishing Corporation 2013
オンライン･アクセス:	http://psasir.upm.edu.my/id/eprint/30397/1/Improved%20expectation%20maximization%20algorithm%20for%20Gaussian%20mixed%20model%20using%20the%20kernel%20method.pdf http://psasir.upm.edu.my/id/eprint/30397/ http://www.hindawi.com/journals/mpe/2013/757240/
タグ:	タグ追加タグなし, このレコードへの初めてのタグを付けませんか!

類似資料

The performance of expectation maximization (EM) algorithm in Gaussian Mixed Models (GMM)
著者:: Mohd Yusoff, Mohd Izhan, 等
出版事項: (2009)

Gaussian mixture model - Expectation maximization algorithm for brain images
著者:: Kasim, Fatin Amelia, 等
出版事項: (2021)

Fraud detection in telecommunication industry using Gaussian mixed model
著者:: Mohd Yusoff, Mohd Izhan, 等
出版事項: (2013)

Visualization of dengue incidences using expectation maximization (EM) algorithm
著者:: Mathur, N., 等
出版事項: (2017)

Comparison of expectation maximization and K-means clustering algorithms with ensemble classifier model
著者:: Sulaiman, Md. Nasir, 等
出版事項: (2018)

Expectation maximization clustering algorithm for user modeling in web usage mining system
著者:: Mustapha, Norwati, 等
出版事項: (2009)

Context Independent Expectation Maximization Algorithm for Segmentation of Brain MR Images
著者:: Jasni, Mohamad Zain, 等
出版事項: (2012)

Sure (EM)-Autometrics: An Automated Model Selection Procedure with Expectation Maximization Algorithm Estimation Method (S/O 14925)
著者:: Kamarudin, Nur Azulia
出版事項: (2021)

Cerebrospinal fluid image segmentation using spatial fuzzy clustering method with improved evolutionary expectation maximization
著者:: Abdullah, Afnizanfaizal, 等
出版事項: (2013)

An expectation-maximization algorithm based Kalman smoother approach for single-trial estimation of event-related potentials
著者:: Ting, Chee Ming, 等
出版事項: (2012)

Rainfall data in - filling model with expectation maximization and artificial neural network
著者:: Abdul Malek, Marlinda
出版事項: (2008)

Extended multiple models selection algorithms based on iterative feasible generalized least squares (IFGLS) and expectation-maximization (EM) algorithm
著者:: Nur Azulia, Kamarudin
出版事項: (2019)

Missing Value Imputation for PM10 Concentration in Sabah using Nearest Neighbour Method(NNM) and Expectation-Maximization (EM) Algorithm
著者:: Muhammad Izzuddin Rumaling, 等
出版事項: (2020)

Maximal overlap discrete wavelet transform gaussian process regression for monthly crude oil price forecasting.
著者:: Hamid, Mohd. Helmie, 等
出版事項: (2023)

Utilization of reproducing kernel hilbert space method
著者:: Abdul Manaf, Nur'Azah, 等
出版事項: (2015)

Fibrovascular redness grading using Gaussian process regression with radial basis function kernel
著者:: Che Azemin, Mohd Zulfaezal, 等
出版事項: (2014)

Towards a Malay derivational lexicon: learning affixes using expectation maximization
著者:: Sulaiman, Suriani, 等
出版事項: (2011)

Hidden Markov models: an insight
著者:: Mohd Yusoff, Mohd Izhan, 等
出版事項: (2014)

A multi-criteria collaborative filtering recommender system for the tourism domain using Expectation Maximization
著者:: Nilashi, Mehrbakhsh, 等
出版事項: (2015)

Utilization of reproducing kernel hilbert space method on the survival data of leukemia patients
著者:: Abdul Manaf, N., 等
出版事項: (2015)

A linear programming approach to maximize savings by stretching noncritical activities.
著者:: Khalaf, Wakas S., 等
出版事項: (2010)

Improving the environmental impact of palm kernel shell through maximizing its production of hydrogen and syngas using advanced artificial intelligence
著者:: Rezk, H., 等
出版事項: (2019)

An efficient VM scheduling algorithm to minimize the makespan and maximize the profit
著者:: Ibrahim, Aws Fadhil
出版事項: (2019)

Midimew-connected Gaussian network
著者:: Antari, Nuha Hussain, 等
出版事項: (2016)

On Gaussian nonlinear transformations
著者:: Ganikhodjaev, Nasir, 等
出版事項: (2015)

Using Spiral Dynamic Algorithm for Maximizing Power Production of Wind Farm
著者:: Mok, Ren Hao, 等
出版事項: (2017)

PUNCTUALITY AND EXPECTED WAITING TIME OF STAGE BUSES IN MIXED TRAFFIC
著者:: Suwardo, W, 等
出版事項: (2008)

A linear programming model for product mix profit maximization in a small medium enterprise company
著者:: S., Mohd Baki, 等
出版事項: (2020)

Accurate and effective method to smoothen grasping force signal of glovemap using gaussian filter
著者:: Nazrul Hamizi, Adnan, 等
出版事項: (2014)

Using Bimodal Gaussian Mixture Model-Based Algorithm for Background Segmentation in Thermal Fever Mass Screening
著者:: Siti Sofiah, Mohd Radzi, 等
出版事項: (2011)

Using adaptive safe experimentation dynamics algorithm for maximizing wind farm power
著者:: Mohd Ashraf, Ahmad, 等
出版事項: (2022)

Motion segmentation of pedestrian trajectories Using Angular Gaussian Mixture model
著者:: Al-Dhamari, Ahlam, 等
出版事項: (2023)

Gaussian quadratic stochastic operator
著者:: Ganikhodjaev, Nasir, 等
出版事項: (2014)

S-chart for non-gaussian variables
著者:: Sim, C.H.
出版事項: (2000)

Hierarchical Gaussian Process Models For Loss Reserving
著者:: Ang, Zi Qing
出版事項: (2021)

Simulated Kalman Filter optimization algorithm for maximization of wireless sensor networks coverage
著者:: Nor Azlina, Ab. Aziz, 等
出版事項: (2019)

A new method for mining maximal frequent itemsets
著者:: Nadimi-Shahraki, Mohammad-Hossein, 等
出版事項: (2008)

Smoothing rope skipping data using gaussian scale-space Method
著者:: Nor Atikah Ab Ghani,, 等
出版事項: (2013)

Efficient methods for the prediction of non-gaussian stochastic response of offshore structure
著者:: Mukhlas, N. A., 等
出版事項: (2019)

Using adaptive safe experimentation dynamics algorithm for maximizing wind farm power production
著者:: Mohd Ashraf, Ahmad, 等
出版事項: (2022)