Hybrid Artificial Intelligent Systems: 7th International Conference, HAIS 2012, Salamanca, Spain, March 28-30th, 2012, Proceedings, Part II - Lecture Notes in Artificial Intelligence

Jacket Description/Back: The two LNAI volumes 7208 and 7209 constitute the proceedings of the 7th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2012, held in Salamanca, Spain, in March 2012. The 118 papers published in these proceedings were carefully reviewed and selected from 293 submissions. They are organized in topical sessions on agents and multi agents systems, HAIS applications, cluster analysis, data mining and knowledge discovery, evolutionary computation, learning algorithms, systems, man, and cybernetics by HAIS workshop, methods of classifier fusion, HAIS for computer security (HAISFCS), data mining: data preparation and analysis, hybrid artificial intelligence systems in management of production systems, hybrid artificial intelligent systems for ordinal regression, hybrid metaheuristics for combinatorial optimization and modelling complex systems, hybrid computational intelligence and lattice computing for image and signal processing and nonstationary models of pattern recognition and classifier combinations."Table of Contents: 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 / JosE A. SAez, Mikel Galar, JuliAn 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. MartIn del Rey, G. RodrIguez SAnchez, 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, JosE M. Moya -- Cryptographic Applications of 3x3 Block Upper Triangular Matrices / Rafael Alvarez, Francisco MartInez, JosE-Francisco Vicent, Antonio Zamora -- Digital Chaotic Noise Using Tent Map without Scaling and Discretization Process / Ruben Vazquez-Medina, JosE Luis Del-RIo-Correa, CEsar Enrigue Rojas-LOpez, JosE Alejandro DIaz-MEndez -- 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 / RubEn 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. MartInez, Geoffrey I. Webb, M. Julia Flores, JosE A. GAmez -- 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 / JoaquIn Derrac, Isaac Triguero, Salvador GarcIa, Francisco Herrera -- Improving Multi-label Classifiers via Label Reduction with Association Rules / Francisco Charte, Antonio Rivera, MarIa JosE del JesUs, Francisco Herrera -- 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 / Stefanos Ougiaroglou, Georgios Evangelidis -- Hybrid Artificial Intelligence Systems in Management of Production Systems -- Adaptive Inventory Control in Production Systems / BalAzs LEnArt, Katarzyna Grzybowska, MOnika 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, Damian Krenczyk, Krzysztof Kalinowski -- Hybrid Artificial Intelligent Systems for Ordinal Regression -- An Experimental Study of Different Ordinal Regression Methods and Measures / P. A. GutiErrez, M. PErez-Ortiz, F. FernAndez-Navarro, J. SAnchez-Monedero, C. HervAs-MartInez -- Neural Network Ensembles to Determine Growth Multi-classes in Predictive Microbiology / F. FernAndez-Navarro, Huanhuan Chen, P. A. GutiErrez, C. HervAs-MartInez, Xin Yao -- Ordinal Classification Using Hybrid Artificial Neural Networks with Projection and Kernel Basis Functions / M. Dorado-Moreno, P. A. GutiErrez, C. HervAs-MartInez -- 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, JosE R. Villar, Marco GarcIa-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 BelEn Vaquerizo, Bruno Baruque, Emilio Corchado -- Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing -- Image Analysis Pipeline for Automatic Karyotyping / Izaro Goienetxea, INigo Barandiaran, Carlos Jauquicoa, GrEgory Maclair, Manuel GraNa -- A Hybrid Gradient for n-Dimensional Images through Hyperspherical Coordinates / RamOn Moreno, Manuel GraNa -- A Hybrid Segmentation of Abdominal CT Images / Josu Maiora, Manuel GraNa -- Hybrid Computational Methods for Hyperspectral Image Analysis / Miguel A. Veganzones, Manuel GraNa -- Image Security and Biometrics: A Review / Ion MarquEs, Manuel GraNa -- Cocaine Dependent Classification Using Brain Magnetic Resonance Imaging / M. Termenon, Manuel GraNa, A. BarrOs-Loscertales, J. C. Bustamante, C. Avila -- 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, EstevAo Esmi -- Fuzzy Associative Memories Based on Subsethood and Similarity Measures with Applications to Speaker Identification / EstevAo Esmi, Peter Sussner, Marcos Eduardo Valle, FAbio Sakuray, LaEcio Barros -- A Novel Lattice Associative Memory Based on Dendritic Computing / Gerhard X. Ritter, Darya Chyzhyk, Gonzalo Urcid, Manuel GraNa -- Vascular Section Estimation in Medical Images Using Combined Feature Detection and Evolutionary Optimization / IvAn MacIa, Manuel GraNa -- Workshop -- Nonstationary Models of Patterns Recognition and Classifier Combinations -- Modifications of Classification Strategies in Rule Set Based Bagging for Imbalanced Data / Krystyna Napierula, Jerzy Stefanowski -- 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, Michal Wozniak -- Author Index.