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Machine Learning, Volume 101
Volume 101, Numbers 1-3, October 2015
- Vadim V. Strijov

, Gerhard-Wilhelm Weber
, Richard Weber
, Süreyya Özögür-Akyüz:
Editorial of the special issue data analysis and intelligent optimization with applications. 1-4 - Xiong Li, Bin Wang, Yuncai Liu, Tai Sing Lee:

Stochastic feature mapping for PAC-Bayes classification. 5-33 - Elçin Kartal-Koç, Hamparsum Bozdogan:

Model selection in multivariate adaptive regression splines (MARS) using information complexity as the fitness function. 35-58 - Félix Iglesias

, Tanja Zseby:
Analysis of network traffic features for anomaly detection. 59-84 - Nor Azuana Ramli

, Mohd Tahir Ismail, Hooy Chee Wooi:
Measuring the accuracy of currency crisis prediction with combined classifiers in designing early warning system. 85-103 - Jakub M. Tomczak

, Maciej Zieba
:
Probabilistic combination of classification rules and its application to medical diagnosis. 105-135 - Wei Kuang, Laura E. Brown, Zhenlin Wang:

Selective switching mechanism in virtual machines via support vector machines and transfer learning. 137-161 - Hoai An Le Thi

, Le Hoai Minh, Tao Pham Dinh:
Feature selection in machine learning: an exact penalty approach using a Difference of Convex function Algorithm. 163-186 - Zsolt Bitvai, Trevor Cohn:

Day trading profit maximization with multi-task learning and technical analysis. 187-209 - Ceyda Yazici, Fatma Yerlikaya-Özkurt, Inci Batmaz:

A computational approach to nonparametric regression: bootstrapping CMARS method. 211-230 - Michael Yu. Khachay

:
Committee polyhedral separability: complexity and polynomial approximation. 231-251 - Süreyya Özögür-Akyüz, Terry Windeatt

, Raymond S. Smith:
Pruning of Error Correcting Output Codes by optimization of accuracy-diversity trade off. 253-269 - Dmitry I. Ignatov

, Dmitry V. Gnatyshak
, Sergei O. Kuznetsov
, Boris G. Mirkin
:
Triadic Formal Concept Analysis and triclustering: searching for optimal patterns. 271-302 - Konstantin V. Vorontsov

, Anna Potapenko
:
Additive regularization of topic models. 303-323 - Thanh-Tung Nguyen, Joshua Zhexue Huang, Thuy Thi Nguyen

:
Two-level quantile regression forests for bias correction in range prediction. 325-343 - Jun Sun

, Xiaojun Wu, Vasile Palade
, Wei Fang
, Yuhui Shi:
Random drift particle swarm optimization algorithm: convergence analysis and parameter selection. 345-376 - Youqiang Sun, Jiuyong Li

, Jixue Liu
, Christopher W. K. Chow
, Bing-Yu Sun, Rujing Wang:
Using causal discovery for feature selection in multivariate numerical time series. 377-395 - Gürkan Öztürk

, Adil M. Bagirov
, Refail Kasimbeyli:
An incremental piecewise linear classifier based on polyhedral conic separation. 397-413 - Chunheng Jiang, Wenbin Lin

:
DEARank: a data-envelopment-analysis-based ranking method. 415-435

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