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Hybrid Artificial Intelligent Systems
Springer (2012)
Abstract
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Chapters
Semi-supervised ensemble learning of data streams in the presence of concept drift.Zahra Ahmadi & Hamid Beigy
Ensemble of binary learners for reliable text categorization with a reject option.Giuliano Armano, Camelia Chira & Nima Hatami
Computational complexity reduction and interpretability improvement of distance-based decision trees.Marcin Blachnik & Mirosław Kordos
Neural networks ensembles approach for simulation of solar arrays degradation process.Vladimir Bukhtoyarov, Eugene Semenkin & Andrey Shabalov
Assessment of Risk in a Production System with the Use of the FMEA Analysis and Linguistic Variables.Anna Burduk
Decomposition of classification task with selection of classifiers on the medical diagnosis example.Robert Burduk & Marcin Zmyślony
Drift detection and model selection algorithms: concept and experimental evaluation.Piotr Cal & Michał Woźniak
On how percolation threshold affects PSO performance.Blanca Cases, Alicia D'Anjou & Abdelmalik Moujahid
Improving the generalization capability of hybrid immune detector maturation algorithm.Jungan Chen, Feng Liang & Zhaoxi Fang
The concept of intelligent system for horizontal transport in a copper ore mine.Tomasz Chlebus & Pawel Stefaniak
Real-World problem for checking the sensitiveness of evolutionary algorithms to the choice of the random number generator.Miguel Cárdenas-Montes, Miguel A. Vega-Rodríguez & Antonio Gómez-Iglesias
Non-linear data stream compression: foundations and theoretical results.Alfredo Cuzzocrea & Hendrik Decker
Ensemble of tensor classifiers based on the higher-order singular value decomposition.Bogusław Cyganek
A social network-based approach to expert recommendation system.Elnaz Davoodi, Mohsen Afsharchi & Keivan Kianmehr
An agent model for incremental rough set-based rule induction in customer relationship management.Yu-Neng Fan & Ching-Chin Chern
A predictive evolutionary algorithm for dynamic constrained inverse kinematics problems.Patryk Filipiak, Krzysztof Michalak & Piotr Lipinski
A non-parametric approach for accurate contextual classification of LIDAR and imagery data fusion.Jorge Garcia-Gutierrez, Daniel Mateos-Garcia & Jose C. Riquelme-Santos
Reasoning with Qualitative Velocity: Towards a Hybrid Approach.Joanna Golinska-Pilarek & Emilio Munoz Velasco
The hybrid method of knowledge representation in a CAPP knowledge based system.Cezary Grabowik, Damian Krenczyk & Krzysztof Kalinowski
Comparison of competitive learning for SOM used in classification of partial discharge.Rubén Jaramillo-Vacio, Alberto Ochoa-Zezzatti & Armando Rios-Lira
Case-Based argumentation infrastructure for agent societies.Jaume Jordán, Stella Heras & Vicente Julián
Hybrid methods aiding organisational and technological production preparation using simulation models of nonlinear production systems.Arkadiusz Kowalski & Tomasz Marut
Integration production planning and scheduling systems for determination of transitional phases in repetitive production.Damian Krenczyk, Krzysztof Kalinowski & Cezary Grabowik
Vascular section estimation in medical images using combined feature detection and evolutionary optimization.Iván Macía & Manuel Graña
Hybrid decision tree architecture utilizing local SVMs for multi-label classification.Gjorgji Madjarov & Dejan Gjorgjevikj
A hybrid gradient for n-dimensional images through hyperspherical coordinates.Ramón Moreno & Manuel Graña
Identification of different types of minority class examples in imbalanced data.Krystyna Napierala & Jerzy Stefanowski
Modifications of classification strategies in rule set based bagging for imbalanced data.Krystyna Napierala & Jerzy Stefanowski
An adaptive hybrid and cluster-based model for speeding up the k-NN classifier.Stefanos Ougiaroglou, Georgios Evangelidis & Dimitris A. Dervos
A simple noise-tolerant abstraction algorithm for fast k-NN classification.Stefanos Ougiaroglou & Georgios Evangelidis
Lipreading procedure for liveness verification in video authentication systems.Agnieszka Owczarek & Krzysztof Ślot
Spontaneous facial expression recognition: automatic aggression detection.Ewa Piątkowska & Jerzy Martyna
A genetic programming approach for solving the linear ordering problem.Petrica C. Pop & Oliviu Matei
An empirical comparison of some approximate methods for graph coloring.Israel Rebollo-Ruiz & Manuel Graña
Hybrid artificial intelligence system in constraint based scheduling of integrated manufacturing ERP systems.Izabela Rojek & Mieczysław Jagodziński
Integration of intelligent information technologies ensembles for modeling and classification.Andrey Shabalov, Eugene Semenkin & Pavel Galushin
Hybrid artificial intelligence approaches on vehicle routing problem in logistics distribution.Dragan Simić & Svetlana Simić
The application of multi-agent system in monitoring and control of nonlinear bioprocesses.Piotr Skupin & Mieczyslaw Metzger
Hubness-aware shared neighbor distances for high-dimensional k-nearest neighbor classification.Nenad Tomašev & Dunja Mladenić
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