Nearest neighbour group-based classification

QR Code

Nearest neighbour group-based classification

The purpose of group-based classification (GBC) is to determine the class label for a set of test samples, utilising the prior knowledge that the samples belong to same, but unknown class. This can be seen as a simplification of the well studied, but computationally complex, non-sequential compoun...

Full description

Bibliographic Details
Main Authors:	Samsudin, Noor A., Bradley, Andrew P.
Format:	Article
Language:	English
Published:	2010
Subjects:	T Technology (General)
Online Access:	http://eprints.uthm.edu.my/7853/ http://eprints.uthm.edu.my/7853/1/J5061_6e2744f4a2e5bf643b35fa74d280ad24.pdf

Similar Items

The classification of skateboarding trick manoeuvres: A K-nearest neighbour approach
by: Muhammad Ar Rahim, Ibrahim, et al.

Classification of high performance archers by means of bio-physiological performance variables via k-nearest neighbour classification model
by: Zahari, Taha, et al.
Published: (2018)

The identification of hunger behaviour of lates calcarifer using k-nearest neighbour
by: Taha, Zahari, et al.
Published: (2018)

Breast cancer classification using mammography image and K-Nearest Neighbour / Najihah Ahmad Latif
by: Ahmad Latif, Najihah
Published: (2020)

Phase diagram of the Ising model with next-nearest-neighbour interactions
by: Ganikhodjaev, Nasir, et al.
Published: (2010)

Phase diagram of the Ising model next-nearest-neighbour interactions
by: Ganikhodjaev, Nasir, et al.
Published: (2010)

Phase diagram of the Ising model with next-nearest-neighbour interactions
by: Ganikhodjaev, Nasir, et al.
Published: (2011)

Optimization of k-Nearest Neighbour to categorize Indonesian’s news articles
by: Ihsan, Afdhalul, et al.
Published: (2021)

The classification of hunger behaviour of Lates Calcarifer through the integration of image processing technique and k-Nearest Neighbour learning algorithm
by: Zahari, Taha, et al.
Published: (2018)

The classification of hunger behaviour of Lates Calcarifer through the integration of image processing technique and k-Nearest Neighbour learning algorithm
by: Taha, Zahari, et al.
Published: (2018)

The Identification of hunger behaviour of lates calcarifer using k-nearest neighbour
by: Zahari, Taha, et al.
Published: (2018)

From Big data to Smart Data with the K-Nearest Neighbours algorithm
by: Triguero, Isaac, et al.
Published: (2016)

Classification of compressive strength grades for lightweight aggregate concrete with palm oil fuel ash (POFA) using k-Nearest Neighbour (k-NN)
by: Mohamad Hushnie, Haron, et al.
Published: (2023)

Durian species recognition based on Fast Discrete Curvelet Transform and K-Nearest Neighbour
by: Shaharom, Nur Delliera Shahiera, et al.
Published: (2019)

Imputing incomplete software metric database using iterative nearest neighbour based algorithm
by: Wasito, Ito, et al.
Published: (2008)

Classification of compressive strength grades for lightweight aggregate concrete with palm oil fuel ash (POFA) using kNearest Neighbour (k-NN)
by: Mohamad Hushnie, Haron, et al.
Published: (2023)

The application of k -Nearest Neighbour in the identification of high potential archers based on relative psychological coping skills variables
by: Zahari, Taha, et al.
Published: (2018)

Ising model on a general Cayley tree with competing next-nearest-neighbour interactions
by: Ganikhodjaev, Nasir, et al.
Published: (2011)

Recommendation system in selecting course of public university in Malaysia using K-nearest neighbour
by: Thoi, Wen Bin
Published: (2018)

Multi-stage imaging retrieval: a relevance feedback retrieval with nearest neighbour clusters
by: Tengku Mohd. T. Sembok,
Published: (1996)

Taburan petempatan bandar di Malaysia Barat, 1970: menggunakan 'Nearest Neighbour Analysis'
by: Abdul Samad Hadi,
Published: (1973)

Nearest-neighbour interactions in species-rich shrublands: the roles of abundance, spatial patterns and resources
by: Perry, G., et al.
Published: (2009)

Potts model with competing interaction up to the third nearest-neighbour generation on a Cayley tree
by: Ganikhodjaev, Nasir, et al.
Published: (2019)

Phase diagram of the three states Potts model with next nearest neighbour interactions on the Bethe lattice
by: Ganikhodjaev, Nasir, et al.
Published: (2008)

An improvement algoithm for Iris classification by using Linear Support Vector Machine (LSVM), k-Nearest Neighbours (k-NN) and Random Nearest Neighbous (RNN) / Ahmad Haadzal Kamarulzalis and Mohd Asrul Affendi Abdullah
by: Kamarulzalis, Ahmad Haadzal, et al.
Published: (2019)

Texture-based of Naja Kaouthia snake recognition using K-Nearest Neighbour (KNN) / Nurul Hafeeza Aswani Aziz
by: Aziz, Nurul Hafeeza Aswani
Published: (2017)

A hybrid scheme for AEP based hearing deficiency diagnosis: CWT and convoluted k-nearest neighbour (CKNN) pipeline
by: Islam, Md Nahidul, et al.
Published: (2022)

A Study of the Contribution of Nearest-Neighbour Thermodynamic Parameters to the DNA Sequences Generated by Ant Colony Optimisation
by: Mohd Zaidi, Mohd Tumari, et al.
Published: (2013)

Heart disease prediction using ensemble of k-nearest neighbour, random forest and logistic regression method
by: Mohd Syafiq Asyraf, Suhaimi, et al.
Published: (2024)

Ant Colony Optimisation with Unified Nearest-Neighbour Thermodynamic Parameter for DNA Sequence Design in DNA Computing
by: Zuwairie, Ibrahim, et al.
Published: (2014)

Ant Colony Optimisation with Breslauer Nearest-Neighbour Thermodynamic Parameter for DNA Sequence Design in DNA Computing
by: Zuwairie, Ibrahim, et al.
Published: (2014)

Phase diagrams of the Potts model on the Cayley tree with competing binary interactions up to the third nearest-neighbour generations
by: Basirudin, Sahira, et al.
Published: (2019)

Case Modelling Odour Profiles and Temperature Intensity of Water: A Comparative Analysis using Case-Based Reasoning and K-Nearest Neighbours
by: Muhammad Naqiuddin, Ali Ibrahim, et al.
Published: (2024)

Improved personalised data modelling using parameter independent fuzzy weighted k-nearest neighbour for spatio/spectro-temporal data
by: Abdullah, Mohd Hafizul Afifi
Published: (2021)

The classification of skateboarding tricks by means of the integration of transfer learning models and K-Nearest neighbors
by: Muhammad Nur Aiman, Shapiee, et al.
Published: (2022)

Extended Nearest Centroid Neighbor Method With Training Set Reduction For Classification
by: Mukahar, Nordiana
Published: (2020)

Face classification using PCA and K-nearest neighbor method
by: Liang, Wen-Wei
Published: (2014)

Exact fuzzy k-Nearest neighbor classification for big datasets
by: Maillo, Jesus, et al.
Published: (2017)

Odour-Profile Classification of Gelam, Acacia and Tualang Honey based on K-Nearest Neighbors Technique
by: Nurdiyana, Zahed, et al.
Published: (2016)

EPRENNID: An evolutionary prototype reduction based ensemble for nearest neighbor classification of imbalanced data
by: Vluymans, Sarah, et al.
Published: (2016)