A new classifier based on combination of genetic programming and support vector machine in solving imbalanced classification problem

A new classifier based on combination of genetic programming and support vector machine in solving imbalanced classification problem

In supervised learning, class imbalanced data set is a state where the class distribution is not uniform among the classes. Many classifiers fail to properly identify pattern that belongs to minority class due to most of those classifiers are built in order to minimize error rate. Hence, a biased...

Saved in:

书目详细资料
主要作者:	Mohd Pozi, Muhammad Syafiq
格式:	Thesis
语言:	English
出版:	2016
主题:	Genetic programming (Computer science) Support vector machines
在线阅读:	http://psasir.upm.edu.my/id/eprint/69313/1/FSKTM%202016%204%20IR.pdf
标签:	添加标签没有标签, 成为第一个标记此记录!

相似书籍

Improved feature extraction and lexicon reduction methods classified by support vector machine for Farsi handwritten word recognition system
由: Akbarpour, Shahin
出版: (2011)

Classification of labour pain using electroencephalogram signal based on wavelet method /
由: Sai, Chong Yeh
出版: (2020)

Support vector machine for solving imbalanced dataset problem
由: Mohd. Khairuddin, Ismail
出版: (2012)

Isolation And Characterisation Of Par141, A Cryptic Lactococcus Lactis Plasmid, And Its Development Into An Expression Vector
由: Hooi, Wei Yeng
出版: (2008)

Lake Bera and Lake Chini water quality monitoring using support vector machine /
由: Siti Fatihah Asy Syura Mat Jubit
出版: (2012)

Applications of hidden markov model and support vector machine for state estimation /
由: Aziz, Md. Fayeem
出版: (2014)

Development of a rapid and accurate system to differentiate Malaysian honey samples using UV and color image

Partial discharge detection and measurement in insulating materials using low cost Rogowski's coil /
由: Muhamad Arif Fikri Abd Malek
出版: (2019)

Efficency and proper efficency in vector optimization problems /
由: Ho, Ka Li
出版: (1987)

Spatio-temporal co-occurrence for human action classification /
由: Aznul Qalid Md Sabri
出版: (2013)

Engineering integrative vectors based on bacteriophage site specific recombination mechanism for heterologous expression of secreted and surface-anchored protein in Lactococcus lactis
由: Koko, Innanurdiani
出版: (2019)

Features selection for intrusion detection system using hybridize PSO-SVM
由: Tabaan, Alaa Abdulrahman
出版: (2016)

Optimization for detecting the efficiency of viral-vectored gene delivery via intratumoural route in murine model
由: Mustafa, Nor Hidayah
出版: (2015)

Rings of highest weight vectors /
由: Bai, Lijun
出版: (1998)

A probabilistic classifier for imbalanced dataset problems
由: Lai, Yee Yang
出版: (2012)

Hybrid artificial neural network-naive bayes classifier for solving imbalanced dataset problems
由: Adam, Asrul
出版: (2012)

A hybrid genetic algorithm and support vector machine classifier for feature selection and classification of gene expression
由: Tan Ah Chik @ Mohamad, Mohd. Saberi
出版: (2005)

Diversity and epidemiology of bovine haemoparasites and their potential arthropod vectors in Peninsular Malaysia
由: David, Ola-Fadunsin Shola
出版: (2017)

Decomposition of vector-valued set functions /
由: Poh, Ah Hai
出版: (1979)

On Young's inequality for vector-valued functions /
由: Chua, Seng Kee
出版: (1984)

Duality in nonlinear vector optimization /
由: Loh, Wing Wah
出版: (1989)

Data mining for structural damage identification using hybrid artificial neural network based algorithm for beam and slab girder /
由: Gordan, Meisam
出版: (2020)

Characterising dengue vector surveillance methods for decision-making purposes : Australian and Malaysian perspectives /
由: Aishah Hani Azil
出版: (2012)

Vector control of induction motor using MATLAB /
由: Yao, Langsi
出版: (2009)

Multipliers from a vector-valued group algebra to a Lipschitz space /
由: Tay, Kian Boon
出版: (1989)

A new framework for multi-partition finite state machine low power design based on genetic algorithm
由: Masoumidezfouli, Seyedhossein
出版: (2018)

Vehicle logo classification using bag of word descriptor and support vector machine classifier
由: Ng, Jia Phui
出版: (2019)

Development of a Crisp Fuzzy-Like Controller Using Formula-Based and Vectorized Approaches
由: Mohammad, Karimadini
出版: (2006)

Enhancement of new smooth support vector machines for classification problems
由: Santi Wulan, Purnami
出版: (2011)

EEG-based emotion classification using wavelet based features and support vector machine classifier
由: M. Razali, Normasliza
出版: (2015)

Age classification using Hierarchical Support Vector Machine based on characteristics of upper facial area
由: Dahlan, Hadi Affendy
出版: (2013)

A neighbourhood undersampling stacked ensemble with H-measure maximising meta-learner for imbalanced classification /
由: Seng, Zian
出版: (2021)

Support vector machine for solving small dataset problem
由: Abdul Rahman, Ahmad Rijal
出版: (2012)

Combination of gravid ovipositing sticky trap and NS1 antigen test: new paradigm for dengue vector surveillance in Selangor Malaysia. /
由: Lau, Sai Ming
出版: (2018)

Entomologic Investigation of Plasmodium Knowlesi Vectors in the District of Kuala Lipis, Pahang /
由: Adela Ida Jiram
出版: (2014)

A direct ensemble classifier for learning imbalanced multiclass data
由: Samry @ Mohd Shamrie Sainin
出版: (2013)

Interactive learning : mathematica enhanced vector calculus (ILMEV) /
由: Yuzita binti Yaacob
出版: (2007)

Bioactivity classification of anti aids compounds using neural network and support vector machine: a comparison
由: A. Hamid, Rahayu
出版: (2004)

Dynamic Bayesian Networks and Variable Length Genetic Algorithm for Dialogue Act Recognition
由: Ali Yahya, Anwar
出版: (2007)

An adaptive genetic algorithm for solving the examination timetabling problem /
由: Al-Sukhni, Hassan Awad
出版: (2011)

Services hosted by the Perpustakaan Sultan Abdul Samad, Universiti Putra Malaysia with Cooperation MySyL Group