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Nearest centroid classifier
Known as:
NPC
, Nearest prototype classifier
, Rocchio Classification
In machine learning, a nearest centroid classifier or nearest prototype classifier is a classification model that assigns to observations the label…
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Related topics
Related topics
9 relations
Cluster hypothesis
K-means clustering
K-nearest neighbors algorithm
Linear discriminant analysis
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Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2016
2016
Implementasi Klasifikasi Bayesian Untuk Strategi Menyerang Jarak Dekat Pada Npc (Non Player Character)menggunakan Unity 3d
Siti Asmiatun
,
Aria Hendrawan
2016
Corpus ID: 151932061
Abstract —Dalam sebuah game strategi penyerangan untuk melawan musuh harus diterapkan, sehingga lebih menarik pemain game untuk…
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2013
2013
Lie Algebrized Gaussians for Image Representation
Liyu Gong
,
Meng Chen
,
Chunlong Hu
arXiv.org
2013
Corpus ID: 1471693
We present an image representation method which is derived from analyzing Gaussian probability density function (\emph{pdf…
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2012
2012
Study and control of 5-level PWM rectifier-5-level NPC active power filter cascade using feedback control and redundant vectors
T. Abdelkrim
,
E. Berkouk
,
K. Benamrane
,
T. Benslimane
2012
Corpus ID: 62218204
The purpose of this paper is to develop a control and regulation method for the input DC voltages of a 5-level neutral point…
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2012
2012
Prototype-based Classifier with Feature Selection and Its Design with Particle Swarm Optimization: Analysis and Comparative Studies
B. Park
,
Sung-Kwun Oh
2012
Corpus ID: 17864643
In this study, we introduce a prototype-based classifier with feature selection that dwells upon the usage of a biologically…
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2011
2011
Design of Nearest Prototype Classifier by using Differential Evolutionary Algorithm
Seok-Beom Roh
,
T. Ahn
2011
Corpus ID: 55460743
In this paper, we proposed a new design methodology to improve the classification performance of the Nearest Prototype Classifier…
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2002
2002
Best Practices in Afro-Latin Community Development : Lessons from a pilot Project on the Atlantic Coast of Honduras and Guatemala "
Margarita Sánchez
2002
Corpus ID: 16534766
A major consequence of years of exclusion and neglect is that past attempts to change the social and economic conditions of Afro…
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1999
1999
Fuzzy nearest prototype classifier applied to speaker identitification
D. Tran
,
M. Wagner
,
T. Zheng
1999
Corpus ID: 195939223
1999
1999
Fuzzy Nearest Prototype Classifier Applied to Speaker Identification Dat
M. Wagner
,
T. Zheng
,
T. Zheng
1999
Corpus ID: 8212022
In a vector quantisation (VQ) based speaker identification system, a speaker model is created for each speaker from the training…
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1997
1997
A FUZZY GENERALIZED NEAREST PROTOTYPE CLASSIFIER
L. Kuncheva
,
James C. BezdekDepartment
1997
Corpus ID: 59711353
We propose a Fuzzy Generalized Nearest Prototype Classiier (FGNPC). The classiication decision is crisp and is based on…
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1974
1974
TERCOM Performance: Analysis and Simulation
M. Cannon
,
J. W. Carl
1974
Corpus ID: 60259207
Abstract : A theoretical analysis of the performance of a nearest-prototype classifier (nearest in the sense of Euclidean…
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