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Implementation of K-means algorithm on FGGA

2018 26th Signal Processing and Communications Applications Conference (SIU), 2018
K-means algorithm is one of the clustering algorithms that increase in popularity day by day. The intensive mathematical operations and the continuous increase of the data size while clustering on large data using the K-means algorithm prevent the algorithm from operating at high performance.
Cavuslu, Mehmet Ali   +3 more
openaire   +2 more sources

Stochastic K-means algorithm for vector quantization

Pattern Recognition Letters, 2001
Summary: The proposed stochastic \(K\)-means algorithm (SKA) associates a vector with a cluster according to a probability distribution, which depends on the distance between the vector and the cluster gravity centre. It is less dependent than the \(K\)-means algorithm (KMA) on the initial centre choice.
Kövesi, Balazs   +2 more
openaire   +2 more sources

K-Means Algorithm: An Assessment

IMS Manthan (The Journal of Innovations), 2015
In data mining, clustering is a technique in which the set of objects are assigned to a group called clusters. Clustering is the most essential part of data mining. K-means clustering is the basic clustering technique and is most widely used algorithm. It is also known as nearest neighbor searching.
openaire   +1 more source

Clinical management of metastatic colorectal cancer in the era of precision medicine

Ca-A Cancer Journal for Clinicians, 2022
, Davide Ciardiello, Giulia Martini
exaly  

Balance K-Means Algorithm

2009 International Conference on Computational Intelligence and Software Engineering, 2009
Hongjun Wang   +3 more
openaire   +1 more source

The Arithmetic Optimization Algorithm

Computer Methods in Applied Mechanics and Engineering, 2021
Laith Mohammad Abualigah   +2 more
exaly  

Head and neck cancers—major changes in the American Joint Committee on cancer eighth edition cancer staging manual

Ca-A Cancer Journal for Clinicians, 2017
William M Lydiatt   +2 more
exaly  

Spinal Extradural Metastasis: Review of Current Treatment Options

Ca-A Cancer Journal for Clinicians, 2008
Ronald H M A Bartels   +2 more
exaly  

Tumor-Node-Metastasis Staging of Pancreatic Adenocarcinoma

Ca-A Cancer Journal for Clinicians, 2008
Matthew H G Katz
exaly  

Slime mould algorithm: A new method for stochastic optimization

Future Generation Computer Systems, 2020
Hui-Ling Chen   +2 more
exaly  

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