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Zeitschrift

Soft Computing

Soft Computing 12/2015

Ausgabe 12/2015

Special Issue on Hybrid and Ensemble Techniques: Recent Advances and Emerging Trends

Inhaltsverzeichnis ( 22 Artikel )

01.12.2015 | Editorial | Ausgabe 12/2015

Editorial on the special issue “Hybrid and ensemble techniques in soft computing: recent advances and emerging trends”

Przemyslaw Kazienko, Edwin Lughofer, Bogdan Trawinski

07.08.2014 | Focus | Ausgabe 12/2015 Open Access

Boosted SVM with active learning strategy for imbalanced data

Maciej Zięba, Jakub M. Tomczak

30.04.2014 | Focus | Ausgabe 12/2015

To combat multi-class imbalanced problems by means of over-sampling and boosting techniques

Lida Abdi, Sattar Hashemi

21.10.2014 | Focus | Ausgabe 12/2015 Open Access

One-class classifiers with incremental learning and forgetting for data streams with concept drift

Bartosz Krawczyk, Michał Woźniak

03.07.2014 | Focus | Ausgabe 12/2015

Data-based prediction of sentiments using heterogeneous model ensembles

Stephan Winkler, Susanne Schaller, Viktoria Dorfer, Michael Affenzeller, Gerald Petz, Michał Karpowicz

07.06.2014 | Focus | Ausgabe 12/2015 Open Access

Hybrid ensemble of classifiers for logo and trademark symbols recognition

Bogusław Cyganek

16.12.2014 | Focus | Ausgabe 12/2015

A novel approach for predicting DNA splice junctions using hybrid machine learning algorithms

Indrajit Mandal

27.06.2014 | Focus | Ausgabe 12/2015

A hybrid cascade neural network with an optimized pool in each cascade

Ye. Bodyanskiy, O. Tyshchenko, D. Kopaliani

23.04.2014 | Focus | Ausgabe 12/2015

Analytic neural network model of a wind turbine

José de Jesús Rubio

03.12.2014 | Focus | Ausgabe 12/2015 Open Access

Spiking neural network vs multilayer perceptron: who is the winner in the racing car computer game

Urszula Markowska-Kaczmar, Mateusz Koldowski

09.08.2015 | Focus | Ausgabe 12/2015

Scaled UKF–NARX hybrid model for multi-step-ahead forecasting of chaotic time series data

Said Jadid Abdulkadir, Suet-Peng Yong

19.04.2014 | Focus | Ausgabe 12/2015

A fuzzy-filtered grey network technique for system state forecasting

Dezhi Li, Wilson Wang, Fathy Ismail

23.04.2014 | Focus | Ausgabe 12/2015

Fuzzy slopes model of nonlinear systems with sparse data

José de Jesús Rubio

21.10.2014 | Focus | Ausgabe 12/2015

Performance evaluation of FMIG clustering using fuzzy validity indexes

Monia Tlili, Thouraya Ayadi, Tarek M. Hamdani, Adel M. Alimi

10.01.2015 | Focus | Ausgabe 12/2015

MODE: multiobjective differential evolution for feature selection and classifier ensemble

Utpal Kumar Sikdar, Asif Ekbal, Sriparna Saha

04.06.2014 | Focus | Ausgabe 12/2015

DECMO2: a robust hybrid and adaptive multi-objective evolutionary algorithm

Alexandru-Ciprian Zăvoianu, Edwin Lughofer, Gerd Bramerdorfer, Wolfgang Amrhein, Erich Peter Klement

11.07.2015 | Focus | Ausgabe 12/2015

Kursawe and ZDT functions optimization using hybrid micro genetic algorithm (HMGA)

Wei Jer Lim, Asral Bahari Jambek, Siew Chin Neoh

01.12.2015 | Focus | Ausgabe 12/2015

A hybrid version of invasive weed optimization with quadratic approximation

Y. Ramu Naidu, A. K. Ojha

16.09.2014 | Focus | Ausgabe 12/2015 Open Access

Hybrid ant colony optimization in solving multi-skill resource-constrained project scheduling problem

Paweł B. Myszkowski, Marek E. Skowroński, Łukasz P. Olech, Krzysztof Oślizło

05.06.2015 | Focus | Ausgabe 12/2015

Hybridization of magnetic charge system search and particle swarm optimization for efficient data clustering using neighborhood search strategy

Y. Kumar, G. Sahoo

15.05.2015 | Focus | Ausgabe 12/2015

Hybrid achievement oriented computational chemotaxis in bacterial foraging optimization: a comparative study on numerical benchmark

Y. Emre Yıldız, Oğuz Altun

09.05.2014 | Focus | Ausgabe 12/2015

Adaptive least square control in discrete time of robotic arms

José de Jesús Rubio

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