Special Sessions |
Methods of Classifier Fusion |
Hybrid Decision Tree Architecture Utilizing Local SVMs for Multi-Label Classification / Gjorgji Madjarov ; Dejan Gjorgjevikj |
Ensemble Pruning Using Harmony Search / Shina Sheen ; S.V. Aishwarya ; R. Anitha ; S.V. Raghavan ; S.M. Bhaskar |
A First Study on Decomposition Strategies with Data with Class Noise Using Decision Trees / José A. Sáez ; Mikel Galar ; Julián Luengo ; Francisco Herrera |
Combining the Advantages of Neural Networks and Decision Trees for Regression Problems in a Steel Temperature Prediction System / Miroslaw Kordos ; Piotr Kania ; Pawel Budzyna ; Marcin Blachnik ; Tadeusz Wieczorek ; Slawomir Golak |
Transfer Learning Approach to Debt Portfolio Appraisal / Tomasz Kajdanounicz ; Slawomir Plamowski ; Przemyslaw Kazienko ; Wojciech Indyk |
Generalized Weighted Majority Voting with an Application to Algorithms Having Spatial Output / Henrietta Toman ; Laszlo Kovacs ; Agnes Jonas ; Lajos Hajdu ; Andras Hajdu |
HAIS for Computer Security (HAISFCS) |
Towards the Reduction of Data Used for the Classification of Network Flows / Maciej Grzenda |
Encrypting Digital Images Using Cellular Automata / A. Martín del Rey ; G. Rodríguez Sánchez ; A. de la Villa Cuenca |
Self-Organizing Maps versus Growing Neural Gas in Detecting Data Outlines for Security Applications / Zorana Banković ; David Fraga ; Juan Carlos Vallejo ; José M. Moya |
Cryptographic Applications of 3x3 Block Upper Triangular Matrices / Rafael Álvarez ; Francisco Martínez ; José-Francisco Vicent ; Antonio Zamora |
Digital Chaotic Noise Using Tent Map without Scaling and Discretization Process / Ruben Vazquez-Medina ; José Luis Del-Río-Correa ; César Enrigue Rojas-López ; José Alejandro Díaz-Méndez |
Data Mining: Data Preparation and Analysis |
Hubness-Aware Shared Neighbor Distances for High-Dimensional k-Nearest Neighbor Classification / Nenad Tomasev ; Dunja Mladenic |
Comparison of Competitive Learning for SOM Used in Classification of Partial Discharge / Rubén Jaramillo-Vacio ; Alberto Ochoa-Zezzatti ; Armando Rios-Lira |
Identification of Different Types of Minority Class Examples in Imbalanced Data / Krystyna Napierala ; Jerzy Stefanowski |
Non-Disjoint Discretization for Aggregating One-Dependence Estimator Classifiers / Ana M. Martínez ; Geoffrey I. Webb ; M. Julia Flores ; José A. Gámez |
An Adaptive Hybrid and Cluster-Based Model for Speeding Up the k-NN Classifier / Stefanos Ougiaroglou ; Georgios Evangelidis ; Dimitris A. Dervos |
A Co-evolutionary Framework for Nearest Neighbor Enhancement: Combining Instance and Feature Weighting with Instance Selection / Joaquín Derrac ; Isaac Triguero ; Salvador García |
Improving Multi-label Classifiers via Label Reduction with Association Rules / Francisco Charte ; Antonio Rivera ; María José del Jesús |
A GA-Based Wrapper Feature Selection for Animal Breeding Data Mining / Olgierd Unold ; Maciej Dobrowolski ; Henryk Maciejewski ; Pawel Skrobanek ; Ewa Walkowicz |
A Simple Noise-Tolerant Abstraction Algorithm for Fast k-NN Classification |
Hybrid Artificial Intelligence Systems in Management of Production Systems |
Adaptive Inventory Control in Production Systems / Balázs Lénárt ; Katarzyna Grzybowska ; Mónika Cimer |
Hybrid Artificial Intelligence System in Constraint Based Scheduling of Integrated Manufacturing ERP Systems / Izabela Rojek ; Mieczyslaw Jagodizinski |
Intelligent Data Processing in Recycling of Household Appliances / Edward Chlebus ; Kamil Krot ; Michal Kuliberda ; Boleslaw Jodkowski |
Assessment of Risk in a Production System with the Use of the FMEA Analysis and Linguistic Variables / Anna Burduk |
Hybrid Methods Aiding Organisational and Technological Production Preparation Using Simulation Models of Nonlinear Production Systems / Arkadiusz Kowalski ; Tomasz Marut |
The Concept of Intelligent System for Horizontal Transport in a Copper Ore Mine / Tomasz Chlebus ; Pawel Stefaniak |
Integration Production Planning and Scheduling Systems for Determination of Transitional Phases in Repetitive Production / Damian Krenczyk ; Krzysztof Kalinowski ; Cezary Crabowik |
The Hybrid Method of Knowledge Representation in a CAPP Knowledge Based System / Cezary Grabowik |
Hybrid Artificial Intelligent Systems for Ordinal Regression |
An Experimental Study of Different Ordinal Regression Methods and Measures / P.A. Gutiérrez ; M. Pérez-Ortiz ; F. Fernández-Navarro ; J. Sánchez-Monedero ; C. Hervás-Martínez |
Neural Network Ensembles to Determine Growth Multi-classes in Predictive Microbiology / Huanhuan Chen ; P. A. Gutiérrez ; Xin Yao |
Ordinal Classification Using Hybrid Artificial Neural Networks with Projection and Kernel Basis Functions / M. Dorado-Moreno |
Hybrid Metaheuristics for Combinatorial Optimization and Modelling Complex Systems |
A Genetic Programming Approach for Solving the Linear Ordering Problem / P. C. Pop ; O. Matei |
Comparison of Fuzzy Functions for Low Quality Data GAP Algorithms / Enrique de la Cal ; José R. Villar ; Marco García-Tamargo ; Javier Sedano |
A Simple Artificial Chemistry Model for Nash Equilibria Detection in Large Cournot Games / Rodica Ioana Lung ; Lucian Sturzu-Nastase |
Dynamics of Networks Evolved for Cellular Automata Computation / Anca Gog ; Camelia Chira |
From Likelihood Uncertainty to Fuzziness: A Possibility-Based Approach for Building Clinical DSSs / Marco Pota ; Massimo Esposito ; Giuseppe De Pietro |
Combining Metaheuristic Algorithms to Solve a Scheduling Problem / Ma Belén Vaquerizo ; Bruno Baruque ; Emilio Corchado |
Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing |
Image Analysis Pipeline for Automatic Karyotyping / Izaro Goienetxea ; Iñigo Barandiaran ; Carlos Jauquicoa ; Grégory Maclair ; Manuel Graña |
A Hybrid Gradient for n-Dimensional Images through Hyperspherical Coordinates / Ramón Moreno |
A Hybrid Segmentation of Abdominal CT Images / Josu Maiora |
Hybrid Computational Methods for Hyperspectral Image Analysis / Miguel A. Veganzones |
Image Security and Biometrics: A Review / Ion Marqués |
Cocaine Dependent Classification Using Brain Magnetic Resonance Imaging / M. Termenon ; A. Barrós-Loscertales ; J.C. Bustamante ; C. Ávila |
A Non-parametric Approach for Accurate Contextual Classification of LIDAR and Imagery Data Fusion / Jorge Garcia-Gutierrez ; Daniel Mateos-Garcia ; Jose C. Riquelme-Santos |
Spherical CIELab QAMs: Associative Memories Based on the CIELab System and Quantales for the Storage of Color Images / Marcos Eduardo Valle ; Peter Sussner ; Estevão Esmi |
Fuzzy Associative Memories Based on Subsethood and Similarity Measures with Applications to Speaker Identification / Fábio Sakuray ; Laécio Barros |
A Novel Lattice Associative Memory Based on Dendritic Computing / Gerhard X. Ritter ; Darya Chyzhyk ; Gonzalo Urcid |
Vascular Section Estimation in Medical Images Using Combined Feature Detection and Evolutionary Optimization / Iván Macía |
Workshop |
Nonstationary Models of Patterns Recognition and Classifier Combinations |
Modifications of Classification Strategies in Rule Set Based Bagging for Imbalanced Data / Krystyna Napierula |
Semi-supervised Ensemble Learning of Data Streams in the Presence of Concept Drift / Zahra Ahmadi ; Hamid Beigy |
Continuous User Feedback Learning for Data Capture from Business Documents / Marcel Hanke ; Klemens Muthmann ; Daniel Schuster ; Alexander Schill ; Kamil Aliyev ; Michael Berger |
Evolutionary Adapted Ensemble for Reoccurring Context / Konrad Jackowski |
Drift Detection and Model Selection Algorithms: Concept and Experimental Evaluation / Piotr Cal ; Michal Wozniak |
Decomposition of Classification Task with Selection of Classifiers on the Medical Diagnosis Example / Robert Burduk ; Marcin Zmyslony |
Ensemble of Tensor Classifiers Based on the Higher-Order Singular Value Decomposition / Boguslaw Cyganek |
Combining Diverse One-Class Classifiers / Bartosz Krawczyk |
Author Index |
Special Sessions |
Methods of Classifier Fusion |
Hybrid Decision Tree Architecture Utilizing Local SVMs for Multi-Label Classification / Gjorgji Madjarov ; Dejan Gjorgjevikj |