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ORCIDMachine 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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