Journal: New Generation Comput.

Volume 33, Issue 4

341 -- 344Bartosz Krawczyk, Bogdan Trawinski. Hybrid Ensemble Machine Learning for Complex and Dynamic Data
345 -- 366Dariusz Brzezinski, Maciej Piernik. Structural XML Classification in Concept Drifting Data Streams
367 -- 388Sergio González, Francisco Herrera, Salvador García. Monotonic Random Forest with an Ensemble Pruning Mechanism based on the Degree of Monotonicity
389 -- 408Boguslaw Cyganek, Michal Wozniak. An Improved Vehicle Logo Recognition Using a Classifier Ensemble Based on Pattern Tensor Representation and Decomposition
409 -- 424Tomasz Kajdanowicz. Relational Classification Using Random Walks in Graphs
425 -- 448Konrad Jackowski. Adaptive Splitting and Selection Algorithm for Regression
449 -- 466Bartosz Krawczyk. Forming Ensembles of Soft One-Class Classifiers with Weighted Bagging