Volume 19, Issue 12

Search all Soft Computing articles

December 2015

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

Issue Editors:

Przemysław Kazienko,
Edwin Lughofer,
Bogdan Trawiński

22 articles in this issue

Editorial on the special issue “Hybrid and ensemble techniques in soft computing: recent advances and emerging trends”
Przemyslaw Kazienko
Edwin Lughofer
Bogdan Trawinski
Editorial 28 October 2015 Pages: 3353 - 3355
Boosted SVM with active learning strategy for imbalanced data
Maciej Zięba
Jakub M. Tomczak
Focus Open access 07 August 2014 Pages: 3357 - 3368
To combat multi-class imbalanced problems by means of over-sampling and boosting techniques
Lida Abdi
Sattar Hashemi
Focus 30 April 2014 Pages: 3369 - 3385
One-class classifiers with incremental learning and forgetting for data streams with concept drift
Bartosz Krawczyk
Michał Woźniak
Focus Open access 21 October 2014 Pages: 3387 - 3400
Data-based prediction of sentiments using heterogeneous model ensembles
Stephan Winkler
Susanne Schaller
Michał Karpowicz
Focus 03 July 2014 Pages: 3401 - 3412
Hybrid ensemble of classifiers for logo and trademark symbols recognition
Bogusław Cyganek
Focus Open access 07 June 2014 Pages: 3413 - 3430
A novel approach for predicting DNA splice junctions using hybrid machine learning algorithms
Indrajit Mandal
Focus 16 December 2014 Pages: 3431 - 3444
A hybrid cascade neural network with an optimized pool in each cascade
Ye. Bodyanskiy
O. Tyshchenko
D. Kopaliani
Focus 27 June 2014 Pages: 3445 - 3454
Analytic neural network model of a wind turbine
José de Jesús Rubio
Focus 23 April 2014 Pages: 3455 - 3463
Spiking neural network vs multilayer perceptron: who is the winner in the racing car computer game
Urszula Markowska-Kaczmar
Mateusz Koldowski
Focus Open access 03 December 2014 Pages: 3465 - 3478
Scaled UKF–NARX hybrid model for multi-step-ahead forecasting of chaotic time series data
Said Jadid Abdulkadir
Suet-Peng Yong
Focus 09 August 2015 Pages: 3479 - 3496
A fuzzy-filtered grey network technique for system state forecasting
Dezhi Li
Wilson Wang
Fathy Ismail
Focus 19 April 2014 Pages: 3497 - 3505
Fuzzy slopes model of nonlinear systems with sparse data
José de Jesús Rubio
Focus 23 April 2014 Pages: 3507 - 3514
Performance evaluation of FMIG clustering using fuzzy validity indexes
Monia Tlili
Thouraya Ayadi
Adel M. Alimi
Focus 21 October 2014 Pages: 3515 - 3528
MODE: multiobjective differential evolution for feature selection and classifier ensemble
Utpal Kumar Sikdar
Asif Ekbal
Sriparna Saha
Focus 10 January 2015 Pages: 3529 - 3549
DECMO2: a robust hybrid and adaptive multi-objective evolutionary algorithm
Alexandru-Ciprian Zăvoianu
Edwin Lughofer
Erich Peter Klement
Focus 04 June 2014 Pages: 3551 - 3569
Kursawe and ZDT functions optimization using hybrid micro genetic algorithm (HMGA)
Wei Jer Lim
Asral Bahari Jambek
Siew Chin Neoh
Focus 11 July 2015 Pages: 3571 - 3580
A hybrid version of invasive weed optimization with quadratic approximation
Y. Ramu Naidu
A. K. Ojha
Focus 29 October 2015 Pages: 3581 - 3598
Hybrid ant colony optimization in solving multi-skill resource-constrained project scheduling problem
Paweł B. Myszkowski
Marek E. Skowroński
Krzysztof Oślizło
Focus Open access 16 September 2014 Pages: 3599 - 3619
Hybridization of magnetic charge system search and particle swarm optimization for efficient data clustering using neighborhood search strategy
Y. Kumar
G. Sahoo
Focus 05 June 2015 Pages: 3621 - 3645
Hybrid achievement oriented computational chemotaxis in bacterial foraging optimization: a comparative study on numerical benchmark
Y. Emre Yıldız
Oğuz Altun
Focus 15 May 2015 Pages: 3647 - 3663
Adaptive least square control in discrete time of robotic arms
José de Jesús Rubio
Focus 09 May 2014 Pages: 3665 - 3676

Volume 19, Issue 12

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