Volume 101, Issue 1-3

October 2015

Special Issue: Data Analysis and Intelligent Optimization with Applications; Guest Editors: Vadim Strijov • Gerhard-Wilhelm Weber • Richard Weber • Süreyya Ozogur Akyüz

19 articles in this issue

Editorial of the special issue data analysis and intelligent optimization with applications
Vadim Strijov
Gerhard-Wilhelm Weber
Süreyya Ozogur Akyüz
Editorial 04 September 2015 Pages: 1 - 4
Stochastic feature mapping for PAC-Bayes classification
Xiong Li
Bin Wang
Tai Sing Lee
OriginalPaper 15 August 2015 Pages: 5 - 33
Model selection in multivariate adaptive regression splines (MARS) using information complexity as the fitness function
Elcin Kartal Koc
Hamparsum Bozdogan
OriginalPaper 27 June 2014 Pages: 35 - 58
Analysis of network traffic features for anomaly detection
Félix Iglesias
Tanja Zseby
OriginalPaper 04 December 2014 Pages: 59 - 84
Measuring the accuracy of currency crisis prediction with combined classifiers in designing early warning system
Nor Azuana Ramli
Mohd Tahir Ismail
Hooy Chee Wooi
OriginalPaper 19 June 2014 Pages: 85 - 103
Probabilistic combination of classification rules and its application to medical diagnosis
Jakub M. Tomczak
Maciej Zięba
OriginalPaper Open access 20 June 2015 Pages: 105 - 135
Selective switching mechanism in virtual machines via support vector machines and transfer learning
Wei Kuang
Laura E. Brown
Zhenlin Wang
OriginalPaper 04 July 2014 Pages: 137 - 161
Feature selection in machine learning: an exact penalty approach using a Difference of Convex function Algorithm
Hoai An Le Thi
Hoai Minh Le
Tao Pham Dinh
OriginalPaper 04 July 2014 Pages: 163 - 186
Day trading profit maximization with multi-task learning and technical analysis
Zsolt Bitvai
Trevor Cohn
OriginalPaper 25 December 2014 Pages: 187 - 209
A computational approach to nonparametric regression: bootstrapping CMARS method
Ceyda Yazıcı
Fatma Yerlikaya-Özkurt
İnci Batmaz
OriginalPaper 20 May 2015 Pages: 211 - 230
Committee polyhedral separability: complexity and polynomial approximation
Michael Khachay
OriginalPaper 28 May 2015 Pages: 231 - 251
Pruning of Error Correcting Output Codes by optimization of accuracy–diversity trade off
Süreyya Özöğür-Akyüz
Terry Windeatt
Raymond Smith
OriginalPaper 25 December 2014 Pages: 253 - 269
Triadic Formal Concept Analysis and triclustering: searching for optimal patterns
Dmitry I. Ignatov
Dmitry V. Gnatyshak
Boris G. Mirkin
OriginalPaper 01 April 2015 Pages: 271 - 302
Additive regularization of topic models
Konstantin Vorontsov
Anna Potapenko
OriginalPaper 10 December 2014 Pages: 303 - 323
Two-level quantile regression forests for bias correction in range prediction
Thanh-Tung Nguyen
Joshua Z. Huang
Thuy Thi Nguyen
OriginalPaper 19 July 2014 Pages: 325 - 343
Random drift particle swarm optimization algorithm: convergence analysis and parameter selection
Jun Sun
Xiaojun Wu
Yuhui Shi
OriginalPaper 15 August 2015 Pages: 345 - 376
Using causal discovery for feature selection in multivariate numerical time series
Youqiang Sun
Jiuyong Li
Rujing Wang
OriginalPaper 09 July 2014 Pages: 377 - 395
An incremental piecewise linear classifier based on polyhedral conic separation
Gurkan Ozturk
Adil M. Bagirov
Refail Kasimbeyli
OriginalPaper 28 June 2014 Pages: 397 - 413
DEARank: a data-envelopment-analysis-based ranking method
Chunheng Jiang
Wenbin Lin
OriginalPaper 27 June 2014 Pages: 415 - 435

Volume 101, Issue 1-3

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