scholarly journals Cautious Ordinal Classification by Binary Decomposition

2014 ◽  
pp. 323-337 ◽  
Author(s):  
Sébastien Destercke ◽  
Gen Yang
Keyword(s):  
Ordinal Classification ◽  
Binary Decomposition

Binary decompositions of probability densities and random-bit simulation

2020 ◽  
Vol 26 (2) ◽  
pp. 163-169
Author(s):  
Vladimir Nekrutkin
Keyword(s):  
New York ◽  
Distribution Function ◽  
Random Number ◽  
Discrete Distribution ◽  
Random Number Generation ◽  
Academic Press ◽  
Bernoulli Trials ◽  
Algorithms And Complexity ◽  
Binary Decomposition ◽  
Probability Densities

AbstractThis paper is devoted to random-bit simulation of probability densities, supported on {[0,1]}. The term “random-bit” means that the source of randomness for simulation is a sequence of symmetrical Bernoulli trials. In contrast to the pioneer paper [D. E. Knuth and A. C. Yao, The complexity of nonuniform random number generation, Algorithms and Complexity, Academic Press, New York 1976, 357–428], the proposed method demands the knowledge of the probability density under simulation, and not the values of the corresponding distribution function. The method is based on the so-called binary decomposition of the density and comes down to simulation of a special discrete distribution to get several principal bits of output, while further bits of output are produced by “flipping a coin”. The complexity of the method is studied and several examples are presented.

SOLVING GROUP MULTI-OBJECTIVE OPTIMIZATION PROBLEMS BY OPTIMIZING CONSENSUS THROUGH MULTI-CRITERIA ORDINAL CLASSIFICATION

2021 ◽  
Author(s):  
Fausto Balderas ◽  
Eduardo Fernández ◽  
Laura Cruz-Reyes ◽  
Claudia Gómez-Santillán ◽  
Nelson Rangel-Valdez
Keyword(s):  
Optimization Problems ◽  
Multi Objective Optimization ◽  
Ordinal Classification ◽  
Multi Objective

Prediction of low-visibility events due to fog using ordinal classification

2018 ◽  
Vol 214 ◽  
pp. 64-73 ◽  
Author(s):  
D. Guijo-Rubio ◽  
P.A. Gutiérrez ◽  
C. Casanova-Mateo ◽  
J. Sanz-Justo ◽  
S. Salcedo-Sanz ◽  
...  
Keyword(s):  
Ordinal Classification ◽  
Low Visibility

Ordinal classification using Pareto fronts

2015 ◽  
Vol 42 (14) ◽  
pp. 5947-5953 ◽  
Author(s):  
M.M. Stenina ◽  
M.P. Kuznetsov ◽  
V.V. Strijov
Keyword(s):  
Ordinal Classification ◽  
Pareto Fronts

Distribution-Based Discretisation and Ordinal Classification Applied to Wave Height Prediction

2018 ◽  
pp. 171-179
Author(s):  
David Guijo-Rubio ◽  
Antonio M. Durán-Rosal ◽  
Antonio M. Gómez-Orellana ◽  
Pedro A. Gutiérrez ◽  
César Hervás-Martínez
Keyword(s):  
Wave Height ◽  
Ordinal Classification ◽  
Height Prediction
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