Efficiency comparisons between k-centers and k-means algorithms

Efficiency comparisons between k-centers and k-means algorithms

© 2015 IEEE. This paper proposes an under-sampling method with an algorithm which guarantees the sampling quality called k-centers algorithm. Then, the efficiency of the sampling using under-sampling method with k-means algorithm is compared with the proposed method. For the comparison purpose, four...

Saved in:

書目詳細資料
Main Authors:	Chouvatut V., Jindaluang W., Boonchieng E., Rukkanchanunt T.
格式:	Conference Proceeding
出版:	2017
在線閱讀:	https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84964407588&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/42090
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	Chiang Mai University

相似書籍

Efficiency comparisons between k-centers and k-means algorithms
由: Varin Chouvatut, et al.
出版: (2018)

OPTIMIZATION METHODS COMPARISON BETWEEN GRADIENT DESCENT AND MINI-BATCH GRADIENT DESCENT ON K-MEANS CLUSTERING ALGORITHM
由: Tirta Abimanyu, Setyo

On the lower bound of local optimums in k-means algorithms
由: ZHANG, Zhenjie, et al.
出版: (2006)

On the lower bound of local optimums in k-means algorithm
由: Zhang, Z., et al.
出版: (2013)

DETERMINING DISASTER LOGISTICS CENTER IN WEST JAVA PROVINCE USING VORONOI DIAGRAM AND K-MEANS ALGORITHM
由: Nafia, Isya

Electricity load classification using K-means clustering algorithm
由: Somboon Nuchprayoon
出版: (2018)

Electricity load classification using K-means clustering algorithm
由: Somboon Nuchprayoon
出版: (2018)

ABC automatic blog categorizer using K-means algorithm
由: Agustin, Orlando Y., Jr., et al.
出版: (2009)

Quantum approximate optimization and k-means algorithms for data clustering
由: Jirawat Saiphet, et al.
出版: (2022)

Training set size reduction in large dataset problems
由: Chouvatut V., et al.
出版: (2017)

IMPLEMENTATION OF THE MACHINE LEARNING ALGORITHM K-MEANS++ FOR MERCHANT DATASET SEGMENTATION
由: Haryo Pandu P, R

Medical image segmentation using k-means clustering and improved watershed algorithm
由: Ng, H.P., et al.
出版: (2014)

Radiographic image enhancement using hybrid algorithm
由: Chouvatut V., et al.
出版: (2017)

k-NN and k-means for emotion detection from speech
由: Pedro, Ana Marian M.
出版: (2010)

k-means: A revisit
由: ZHAO, Wan-Lei, et al.
出版: (2018)

Die storage improvement with k-means clustering algorithm: A case of paper packaging business
由: Laosiritaworn W., et al.
出版: (2017)

Using genetic algorithms in K-means fast learning artificial neural networks for clustering
由: Yin, Xiang
出版: (2008)

Identification of natural disaster impacted electricity load profiles with k means clustering algorithm
由: Jessen, Simon Hedegard, et al.
出版: (2022)

Hospital-Location Classification and Analysis in the Healthcare Cold Chain using K-means Algorithm
由: Niemsakul J.
出版: (2023)

Polynomial-time algorithms for path movement problems on trees and unicyclic graphs
由: Varin Chouvatut, et al.
出版: (2020)

Die storage improvement with k-means clustering algorithm: A case of paper packaging business
由: Wimalin Laosiritaworn, et al.
出版: (2018)

Training set size reduction in large dataset problems
由: Varin Chouvatut, et al.
出版: (2018)

An efficient algorithm for incremental privacy breach on (k, e)-anonymous model
由: Bowonsak Srisungsittisunti, et al.
出版: (2018)

An efficient algorithm for incremental privacy breach on (k, e)-anonymous model
由: Bowonsak Srisungsittisunti, et al.
出版: (2018)

Fuzzy K-means clustering with missing values
由: Sarkar M.,, et al.
出版: (2001)

Fuzzy K-means clustering with missing values.
由: Sarkar, M., et al.
出版: (2013)

The Informativeness of k-Means for Learning Mixture Models
由: Liu, Zhaoqiang, et al.
出版: (2020)

Energy efficiency improvement with k-means approach to thermal comfort for ACMV systems of smart buildings
由: Zhai, Deqing, et al.
出版: (2018)

Radiographic image enhancement using hybrid algorithm
由: Varin Chouvatut, et al.
出版: (2018)

A COMBINATION OF K-MEANS AND NAIVE BAYES ALGORITHMS TO IMPROVE THE ACCURACY AND SPEED OF MALWARE DETECTION TIME
由: Shelviani, Hanasa

STUDY OF COMPARATION BETWEEN K-MEANS AND SUPPORT VECTOR MACHINE (SVM) ALGORITHM FOR HAND GESTURE RECOGNITION (CASE STUDY: COMMAND FOR BIOLOID ROBOT)
由: ANGGI MAHARANI (NIM : 23215332), DEVIRA

Integrated analysis of CFD simulation data with K-means clustering algorithm for soot formation under varied combustion conditions
由: Yu, W, et al.
出版: (2020)

k-Center Problems with Minimum Coverage
由: LIM, Andrew, et al.
出版: (2005)

k-Center problems with minimum coverage
由: Rodrigues, Brian, et al.
出版: (2004)

k-Center Problems with Minimum Coverage
由: LIM, Andrew, et al.
出版: (2004)

Fast Streaming k-Means Clustering with Coreset Caching
由: Yu Zhang, et al.
出版: (2020)

Continuous k-means monitoring over moving objects
由: Zhang, Z., et al.
出版: (2013)

A regularized k-means and multiphase scale segmentation
由: Kang, S.H., et al.
出版: (2014)

An improved approximation algorithm for the s-t path movement problem
由: Jindaluang W., et al.
出版: (2017)

Under-sampling by algorithm with performance guaranteed for class-imbalance problem
由: Wattana Jindaluang, et al.
出版: (2018)