Ausgabe 12/2015
Special Issue on Hybrid and Ensemble Techniques: Recent Advances and Emerging Trends
Inhalt (22 Artikel)
Editorial on the special issue “Hybrid and ensemble techniques in soft computing: recent advances and emerging trends”
Przemyslaw Kazienko, Edwin Lughofer, Bogdan Trawinski
Boosted SVM with active learning strategy for imbalanced data
Maciej Zięba, Jakub M. Tomczak
To combat multi-class imbalanced problems by means of over-sampling and boosting techniques
Lida Abdi, Sattar Hashemi
One-class classifiers with incremental learning and forgetting for data streams with concept drift
Bartosz Krawczyk, Michał Woźniak
Data-based prediction of sentiments using heterogeneous model ensembles
Stephan Winkler, Susanne Schaller, Viktoria Dorfer, Michael Affenzeller, Gerald Petz, Michał Karpowicz
Hybrid ensemble of classifiers for logo and trademark symbols recognition
Bogusław Cyganek
A hybrid cascade neural network with an optimized pool in each cascade
Ye. Bodyanskiy, O. Tyshchenko, D. Kopaliani
Spiking neural network vs multilayer perceptron: who is the winner in the racing car computer game
Urszula Markowska-Kaczmar, Mateusz Koldowski
Scaled UKF–NARX hybrid model for multi-step-ahead forecasting of chaotic time series data
Said Jadid Abdulkadir, Suet-Peng Yong
A fuzzy-filtered grey network technique for system state forecasting
Dezhi Li, Wilson Wang, Fathy Ismail
Performance evaluation of FMIG clustering using fuzzy validity indexes
Monia Tlili, Thouraya Ayadi, Tarek M. Hamdani, Adel M. Alimi
MODE: multiobjective differential evolution for feature selection and classifier ensemble
Utpal Kumar Sikdar, Asif Ekbal, Sriparna Saha
DECMO2: a robust hybrid and adaptive multi-objective evolutionary algorithm
Alexandru-Ciprian Zăvoianu, Edwin Lughofer, Gerd Bramerdorfer, Wolfgang Amrhein, Erich Peter Klement
Kursawe and ZDT functions optimization using hybrid micro genetic algorithm (HMGA)
Wei Jer Lim, Asral Bahari Jambek, Siew Chin Neoh
A hybrid version of invasive weed optimization with quadratic approximation
Y. Ramu Naidu, A. K. Ojha
Hybrid ant colony optimization in solving multi-skill resource-constrained project scheduling problem
Paweł B. Myszkowski, Marek E. Skowroński, Łukasz P. Olech, Krzysztof Oślizło
Hybrid achievement oriented computational chemotaxis in bacterial foraging optimization: a comparative study on numerical benchmark
Y. Emre Yıldız, Oğuz Altun