Abstract is missing.
- Hybrid Decision Tree Architecture Utilizing Local SVMs for Multi-Label ClassificationGjorgji Madjarov, Dejan Gjorgjevikj. 1-12 [doi]
- Ensemble Pruning Using Harmony SearchShina Sheen, S. V. Aishwarya, R. Anitha, S. V. Raghavan, S. M. Bhaskar. 13-24 [doi]
- A First Study on Decomposition Strategies with Data with Class Noise Using Decision TreesJosé A. Sáez, Mikel Galar, Julián Luengo, Francisco Herrera. 25-35 [doi]
- Combining the Advantages of Neural Networks and Decision Trees for Regression Problems in a Steel Temperature Prediction SystemMiroslaw Kordos, Piotr Kania, Pawel Budzyna, Marcin Blachnik, Tadeusz Wieczorek, Slawomir Golak. 36-45 [doi]
- Transfer Learning Approach to Debt Portfolio AppraisalTomasz Kajdanowicz, Slawomir Plamowski, Przemyslaw Kazienko, Wojciech Indyk. 46-55 [doi]
- Generalized Weighted Majority Voting with an Application to Algorithms Having Spatial OutputHenrietta Toman, Laszlo Kovacs, Agnes Jonas, Lajos Hajdu, András Hajdu. 56-67 [doi]
- Towards the Reduction of Data Used for the Classification of Network FlowsMaciej Grzenda. 68-77 [doi]
- Encrypting Digital Images Using Cellular AutomataÁngel Martín del Rey, Gerardo Rodríguez Sánchez, A. de la Villa Cuenca. 78-88 [doi]
- Self-Organizing Maps versus Growing Neural Gas in Detecting Data Outliers for Security ApplicationsZorana Bankovic, David Fraga, Juan Carlos Vallejo, José Manuel Moya. 89-96 [doi]
- Cryptographic Applications of 3x3 Block Upper Triangular MatricesRafael Álvarez, Francisco Martínez, José-Francisco Vicent, Antonio Zamora. 97-104 [doi]
- Digital Chaotic Noise Using Tent Map without Scaling and Discretization ProcessRuben Vázquez-Medina, José Luis Del-Río-Correa, César Enrique Rojas-López, José Alejandro Díaz-Méndez. 105-115 [doi]
- Hubness-Aware Shared Neighbor Distances for High-Dimensional k-Nearest Neighbor ClassificationNenad Tomasev, Dunja Mladenic. 116-127 [doi]
- Comparison of Competitive Learning for SOM Used in Classification of Partial DischargeRubén Jaramillo-Vacio, Alberto Ochoa-Zezzatti, Armando Rios-Lira. 128-138 [doi]
- Identification of Different Types of Minority Class Examples in Imbalanced DataKrystyna Napierala, Jerzy Stefanowski. 139-150 [doi]
- Non-Disjoint Discretization for Aggregating One-Dependence Estimator ClassifiersAna M. Martínez, Geoffrey I. Webb, M. Julia Flores, José A. Gámez. 151-162 [doi]
- An Adaptive Hybrid and Cluster-Based Model for Speeding Up the k-NN ClassifierStefanos Ougiaroglou, Georgios Evangelidis, Dimitrios Dervos. 163-175 [doi]
- A Co-evolutionary Framework for Nearest Neighbor Enhancement: Combining Instance and Feature Weighting with Instance SelectionJoaquín Derrac, Isaac Triguero, Salvador García, Francisco Herrera. 176-187 [doi]
- Improving Multi-label Classifiers via Label Reduction with Association RulesFrancisco Charte, Antonio Jesús Rivera Rivas, María José del Jesús, Francisco Herrera. 188-199 [doi]
- A GA-Based Wrapper Feature Selection for Animal Breeding Data MiningOlgierd Unold, Maciej Dobrowolski, Henryk Maciejewski, Pawel Skrobanek, Ewa Walkowicz. 200-209 [doi]
- A Simple Noise-Tolerant Abstraction Algorithm for Fast k-NN ClassificationStefanos Ougiaroglou, Georgios Evangelidis. 210-221 [doi]
- Adaptive Inventory Control in Production SystemsBalázs Lénárt, Katarzyna Grzybowska, Mónika Cimer. 222-228 [doi]
- Hybrid Artificial Intelligence System in Constraint Based Scheduling of Integrated Manufacturing ERP SystemsIzabela Rojek, Mieczyslaw Jagodzinski. 229-240 [doi]
- Intelligent Data Processing in Recycling of Household AppliancesEdward Chlebus, Kamil Krot, Michal Kuliberda, Boleslaw Jodkowski. 241-249 [doi]
- Assessment of Risk in a Production System with the Use of the FMEA Analysis and Linguistic VariablesAnna Burduk. 250-258 [doi]
- Hybrid Methods Aiding Organisational and Technological Production Preparation Using Simulation Models of Nonlinear Production SystemsArkadiusz Kowalski, Tomasz Marut. 259-266 [doi]
- The Concept of Intelligent System for Horizontal Transport in a Copper Ore MineTomasz Chlebus, Pawel Stefaniak. 267-273 [doi]
- Integration Production Planning and Scheduling Systems for Determination of Transitional Phases in Repetitive ProductionDamian Krenczyk, Krzysztof Kalinowski, Cezary Grabowik. 274-283 [doi]
- The Hybrid Method of Knowledge Representation in a CAPP Knowledge Based SystemCezary Grabowik, Damian Krenczyk, Krzysztof Kalinowski. 284-295 [doi]
- An Experimental Study of Different Ordinal Regression Methods and MeasuresPedro Antonio Gutiérrez, M. Pérez-Ortiz, Francisco Fernández-Navarro, Javier Sánchez-Monedero, César Hervás-Martínez. 296-307 [doi]
- Neural Network Ensembles to Determine Growth Multi-classes in Predictive MicrobiologyF. Fernández-Navarro, Huanhuan Chen, Pedro Antonio Gutiérrez, César Hervás-Martínez, Xin Yao. 308-318 [doi]
- Ordinal Classification Using Hybrid Artificial Neural Networks with Projection and Kernel Basis FunctionsM. Dorado-Moreno, Pedro Antonio Gutiérrez, César Hervás-Martínez. 319-330 [doi]
- A Genetic Programming Approach for Solving the Linear Ordering ProblemPetrica C. Pop, Oliviu Matei. 331-338 [doi]
- Comparison of Fuzzy Functions for Low Quality Data GAP AlgorithmsEnrique A. de la Cal, José Ramón Villar, Marco Antonio García Tamargo, Javier Sedano. 339-349 [doi]
- A Simple Artificial Chemistry Model for Nash Equilibria Detection in Large Cournot GamesRodica Ioana Lung, Lucian Sturzu-Nastase. 350-358 [doi]
- Dynamics of Networks Evolved for Cellular Automata ComputationAnca Gog, Camelia Chira. 359-368 [doi]
- From Likelihood Uncertainty to Fuzziness: A Possibility-Based Approach for Building Clinical DSSsMarco Pota, Massimo Esposito, Giuseppe De Pietro. 369-380 [doi]
- Combining Metaheuristic Algorithms to Solve a Scheduling ProblemMaria Belén Vaquerizo García, Bruno Baruque, Emilio Corchado. 381-391 [doi]
- Image Analysis Pipeline for Automatic KaryotypingIzaro Goienetxea, Iñigo Barandiaran, Carlos Jauquicoa, Gregory Maclair, Manuel Graña. 392-403 [doi]
- A Hybrid Gradient for n-Dimensional Images through Hyperspherical CoordinatesRamón Moreno, Manuel Graña. 404-415 [doi]
- A Hybrid Segmentation of Abdominal CT ImagesJosu Maiora, Manuel Graña. 416-423 [doi]
- Hybrid Computational Methods for Hyperspectral Image AnalysisMiguel Angel Veganzones, Manuel Graña. 424-435 [doi]
- Image Security and Biometrics: A ReviewIon Marqués, Manuel Graña. 436-447 [doi]
- Cocaine Dependent Classification Using Brain Magnetic Resonance ImagingM. Termenon, Manuel Graña, Alfonso Barrós-Loscertales, J. C. Bustamante, César Ávila. 448-454 [doi]
- A Non-parametric Approach for Accurate Contextual Classification of LIDAR and Imagery Data FusionJorge García-Gutiérrez, Daniel Mateos-García, José Cristóbal Riquelme Santos. 455-466 [doi]
- Spherical CIELab QAMs: Associative Memories Based on the CIELab System and Quantales for the Storage of Color ImagesMarcos Eduardo Valle, Peter Sussner, Estevão Laureano Esmi. 467-478 [doi]
- Fuzzy Associative Memories Based on Subsethood and Similarity Measures with Applications to Speaker IdentificationEstevão Laureano Esmi, Peter Sussner, Marcos Eduardo Valle, Fábio Sakuray, Laécio Barros. 479-490 [doi]
- A Novel Lattice Associative Memory Based on Dendritic ComputingGerhard X. Ritter, Darya Chyzhyk, Gonzalo Urcid, Manuel Graña. 491-502 [doi]
- Vascular Section Estimation in Medical Images Using Combined Feature Detection and Evolutionary OptimizationIván Macía, Manuel Graña. 503-513 [doi]
- Modifications of Classification Strategies in Rule Set Based Bagging for Imbalanced DataKrystyna Napierala, Jerzy Stefanowski. 514-525 [doi]
- Semi-supervised Ensemble Learning of Data Streams in the Presence of Concept DriftZahra Ahmadi, Hamid Beigy. 526-537 [doi]
- Continuous User Feedback Learning for Data Capture from Business DocumentsMarcel Hanke, Klemens Muthmann, Daniel Schuster, Alexander Schill, Kamil Aliyev, Michael Berger. 538-549 [doi]
- Evolutionary Adapted Ensemble for Reoccurring ContextKonrad Jackowski. 550-557 [doi]
- Drift Detection and Model Selection Algorithms: Concept and Experimental EvaluationPiotr Cal, Michal Wozniak. 558-568 [doi]
- Decomposition of Classification Task with Selection of Classifiers on the Medical Diagnosis ExampleRobert Burduk, Marcin Zmyslony. 569-577 [doi]
- Ensemble of Tensor Classifiers Based on the Higher-Order Singular Value DecompositionBoguslaw Cyganek. 578-589 [doi]
- Combining Diverse One-Class ClassifiersBartosz Krawczyk, Michal Wozniak. 590-601 [doi]