Keyword: classification

Found 81 papers in total
An incremental least squares algorithm for large scale linear classification
An incremental least squares algorithm for large scale linear classification
2013,
In this work we consider the problem of training a linear classifier by assuming that...
Comparing classification tree structures:a special case of comparing q‐ary relations
Comparing classification tree structures:a special case of comparing q‐ary relations
1999,
Comparing q‐ary relations on a set 𝒪 of elementary objects is one of the...
Comparing classification tree structures: A special case of comparing q‐ary relations II
Comparing classification tree structures: A special case of comparing q‐ary relations II
2000,
Comparing q ‐ary relations on a set 𝒪 of elementary objects is one of the...
Classification of mass customisation: a Socio‐Technical System perspective
Classification of mass customisation: a Socio‐Technical System perspective
2011,
Mass customisation from Socio‐Technical System (STS) perspective...
Maximizing upgrading and downgrading margins for ordinal regression
Maximizing upgrading and downgrading margins for ordinal regression
2011,
In ordinal regression, a score function and threshold values are sought to classify a...
Domain structuring for knowledge‐based multiattribute classification (a verbal decision analysis approach)
Domain structuring for knowledge‐based multiattribute classification (a verbal decision analysis approach)
2011,
Classification problems in decision making are, at least, ill‐structured or...
A Randomized Exhaustive Propositionalization Approach for Molecule Classification
A Randomized Exhaustive Propositionalization Approach for Molecule Classification
2011,
Drug discovery is the process of designing compounds that have desirable properties,...
A Linearly Convergent Linear‐Time First‐Order Algorithm for Support Vector Classification with a Core Set Result
A Linearly Convergent Linear‐Time First‐Order Algorithm for Support Vector Classification with a Core Set Result
2011,
We present a simple first‐order approximation algorithm for the support vector...
Kernel logistic regression using truncated Newton method
Kernel logistic regression using truncated Newton method
2011,
Kernel logistic regression (KLR) is a powerful nonlinear classifier. The combination...
FAMCDM: A fusion approach of MCDM methods to rank multiclass classification algorithms
FAMCDM: A fusion approach of MCDM methods to rank multiclass classification algorithms
2011,
Select effective algorithm for multiclass classification problems. Selection process...
Support vector machines for classification of input vectors with different metrics
Support vector machines for classification of input vectors with different metrics
2011,
In this paper, a generalization of support vector machines is explored where it is...
Logical analysis of data: classification with justification
Logical analysis of data: classification with justification
2011,
Learning from examples is a frequently arising challenge, with a large number of...
Modelling sustainability
Modelling sustainability
2011,
The article presents a general classification of the models being developed in the...
Linear classification tikhonov regularization knowledge‐based support vector machine for tornado forecasting
Linear classification tikhonov regularization knowledge‐based support vector machine for tornado forecasting
2011,
A knowledge-based linear Tihkonov regularization classification model for tornado...
Identification of fraudulent financial statements using linguistic credibility analysis
Identification of fraudulent financial statements using linguistic credibility analysis
2011,
The strategic use of deceptive language in managerial financial fraud is investigated...
Logistic classification with varying Gaussians
Logistic classification with varying Gaussians
2011,
This paper is a continuation of the study of classification learning algorithms...
Tabu search approaches for solving the two‐group classification problem
Tabu search approaches for solving the two‐group classification problem
2011,
The two‐group classification problem consists in constructing a classifier that...
Parallel algorithm for training multiclass proximal Support Vector Machines
Parallel algorithm for training multiclass proximal Support Vector Machines
2011,
In this paper we describe a proximal Support Vector Machine algorithm for...
Mathematical programming approaches to classification problems
Mathematical programming approaches to classification problems
2010,
Discriminant Analysis (DA) is widely applied in many fields. Some recent researches...
TaxoFolk: a hybrid taxonomy–folksonomy classification for enhanced knowledge navigation
TaxoFolk: a hybrid taxonomy–folksonomy classification for enhanced knowledge navigation
2010,
Taxonomy is widely used in many of the website and directory navigation schemes for...
Disparate data fusion for protein phosphorylation prediction
Disparate data fusion for protein phosphorylation prediction
2010,
New challenges in knowledge extraction include interpreting and classifying data sets...
Analysis of the consistency of a mixed integer programming-based multi-category constrained discriminant model
Analysis of the consistency of a mixed integer programming-based multi-category constrained discriminant model
2010,
Classification is concerned with the development of rules for the allocation of...
Adjusted support vector machines based on a new loss function
Adjusted support vector machines based on a new loss function
2010,
Support vector machine (SVM) has attracted considerable attentions recently due to its...
Alternating local search based VNS for linear classification
Alternating local search based VNS for linear classification
2010,
We consider the linear classification method consisting of separating two sets of...
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