Hybrid Artificial Intelligent Systems

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Springer (2012)
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Chapters

An agent model for incremental rough set-based rule induction in customer relationship management.  (pages 1--12)Yu-Neng Fan & Ching-Chin Chern
Hybrid decision tree architecture utilizing local SVMs for multi-label classification.  (pages 1--12)Gjorgji Madjarov & Dejan Gjorgjevikj
Case-Based argumentation infrastructure for agent societies.  (pages 13--24)Jaume Jordán, Stella Heras & Vicente Julián
The application of multi-agent system in monitoring and control of nonlinear bioprocesses.  (pages 25--36)Piotr Skupin & Mieczyslaw Metzger
Towards the reduction of data used for the classification of network flows.  (pages 68--77)Maciej Grzenda
A social network-based approach to expert recommendation system.  (pages 91--102)Elnaz Davoodi, Mohsen Afsharchi & Keivan Kianmehr
Lipreading procedure for liveness verification in video authentication systems.  (pages 115--124)Agnieszka Owczarek & Krzysztof Ślot
Hubness-aware shared neighbor distances for high-dimensional k-nearest neighbor classification.  (pages 116--127)Nenad Tomašev & Dunja Mladenić
Comparison of competitive learning for SOM used in classification of partial discharge.  (pages 128--138)Rubén Jaramillo-Vacio, Alberto Ochoa-Zezzatti & Armando Rios-Lira
Ensemble of binary learners for reliable text categorization with a reject option.  (pages 137--146)Giuliano Armano, Camelia Chira & Nima Hatami
Identification of different types of minority class examples in imbalanced data.  (pages 139--150)Krystyna Napierala & Jerzy Stefanowski
Spontaneous facial expression recognition: automatic aggression detection.  (pages 147--158)Ewa Piątkowska & Jerzy Martyna
A memetic approach to project scheduling that maximizes the effectiveness of the human resources assigned to project activities.  (pages 159--173)Virginia Yannibelli & Analía Amandi
An adaptive hybrid and cluster-based model for speeding up the k-NN classifier.  (pages 163--175)Stefanos Ougiaroglou, Georgios Evangelidis & Dimitris A. Dervos
Hunting for fraudsters in random forests.  (pages 174--185)Rob M. Konijn & Wojtek Kowalczyk
Neural networks ensembles approach for simulation of solar arrays degradation process.  (pages 186--195)Vladimir Bukhtoyarov, Eugene Semenkin & Andrey Shabalov
Hybrid artificial intelligence approaches on vehicle routing problem in logistics distribution.  (pages 208--220)Dragan Simić & Svetlana Simić
A simple noise-tolerant abstraction algorithm for fast k-NN classification.  (pages 210--221)Stefanos Ougiaroglou & Georgios Evangelidis
Adaptive inventory control in production systems.  (pages 222--228)Balázs Lénárt, Katarzyna Grzybowska & Mónika Cimer
Hybrid artificial intelligence system in constraint based scheduling of integrated manufacturing ERP systems.  (pages 229--240)Izabela Rojek & Mieczysław Jagodziński
k-Means clustering of asymmetric data.  (pages 243--254)Dominik Olszewski
Assessment of Risk in a Production System with the Use of the FMEA Analysis and Linguistic Variables.  (pages 250--258)Anna Burduk
Hybrid methods aiding organisational and technological production preparation using simulation models of nonlinear production systems.  (pages 259--266)Arkadiusz Kowalski & Tomasz Marut
The concept of intelligent system for horizontal transport in a copper ore mine.  (pages 267--273)Tomasz Chlebus & Pawel Stefaniak
Integration production planning and scheduling systems for determination of transitional phases in repetitive production.  (pages 274--283)Damian Krenczyk, Krzysztof Kalinowski & Cezary Grabowik
The hybrid method of knowledge representation in a CAPP knowledge based system.  (pages 284--295)Cezary Grabowik, Damian Krenczyk & Krzysztof Kalinowski
Computational complexity reduction and interpretability improvement of distance-based decision trees.  (pages 288--297)Marcin Blachnik & Mirosław Kordos
Improving the generalization capability of hybrid immune detector maturation algorithm.  (pages 298--308)Jungan Chen, Feng Liang & Zhaoxi Fang
A genetic programming approach for solving the linear ordering problem.  (pages 331--338)Petrica C. Pop & Oliviu Matei
Stroke based handwritten character recognition.  (pages 343--351)D. Álvarez, R. Fernández & L. Sánchez
Dynamics of networks evolved for cellular automata computation.  (pages 359--368)Anca Gog & Camelia Chira
Integration of intelligent information technologies ensembles for modeling and classification.  (pages 365--374)Andrey Shabalov, Eugene Semenkin & Pavel Galushin
Fusion of modular bayesian networks for context-aware decision making.  (pages 375--384)Seung-Hyun Lee & Sung-Bae Cho
Real-World problem for checking the sensitiveness of evolutionary algorithms to the choice of the random number generator.  (pages 385--396)Miguel Cárdenas-Montes, Miguel A. Vega-Rodríguez & Antonio Gómez-Iglesias
A hybrid gradient for n-dimensional images through hyperspherical coordinates.  (pages 404--415)Ramón Moreno & Manuel Graña
A hybrid segmentation of abdominal CT images.  (pages 416--423)Josu Maiora & Manuel Graña
Hybrid computational methods for hyperspectral image analysis.  (pages 424--435)Miguel A. Veganzones & Manuel Graña
Image security and biometrics: a review.  (pages 436--447)Ion Marqués & Manuel Graña
A non-parametric approach for accurate contextual classification of LIDAR and imagery data fusion.  (pages 455--466)Jorge Garcia-Gutierrez, Daniel Mateos-Garcia & Jose C. Riquelme-Santos
ReactGA–The Search Space Transformation for the Local Optimum Escaping.  (pages 474--484)Radosław Ziembiński
Vascular section estimation in medical images using combined feature detection and evolutionary optimization.  (pages 503--513)Iván Macía & Manuel Graña
On how percolation threshold affects PSO performance.  (pages 509--520)Blanca Cases, Alicia D'Anjou & Abdelmalik Moujahid
Modifications of classification strategies in rule set based bagging for imbalanced data.  (pages 514--525)Krystyna Napierala & Jerzy Stefanowski
Semi-supervised ensemble learning of data streams in the presence of concept drift.  (pages 526--537)Zahra Ahmadi & Hamid Beigy
Evolutionary adapted ensemble for reoccurring context.  (pages 550--557)Konrad Jackowski
Drift detection and model selection algorithms: concept and experimental evaluation.  (pages 558--568)Piotr Cal & Michał Woźniak
Decomposition of classification task with selection of classifiers on the medical diagnosis example.  (pages 569--577)Robert Burduk & Marcin Zmyślony
Ensemble of tensor classifiers based on the higher-order singular value decomposition.  (pages 578--589)Bogusław Cyganek
Combining diverse one-class classifiers.  (pages 590--601)Bartosz Krawczyk & Michał Woźniak
An empirical comparison of some approximate methods for graph coloring.  (pages 600--609)Israel Rebollo-Ruiz & Manuel Graña
A predictive evolutionary algorithm for dynamic constrained inverse kinematics problems.  (pages 610--621)Patryk Filipiak, Krzysztof Michalak & Piotr Lipinski
Non-linear data stream compression: foundations and theoretical results.  (pages 622--634)Alfredo Cuzzocrea & Hendrik Decker
Reasoning with Qualitative Velocity: Towards a Hybrid Approach.  (pages 635--646)Joanna Golinska-Pilarek & Emilio Munoz Velasco
Improving evolved alphabet using tabu set.  (pages 655--666)Jan Platos & Pavel Kromer

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