Table of Contents
Plenary
Addressing the Classification with Imbalanced Data: Open Problems and New Challenges on Class Distribution A. Fernández S.García F. Herrera 1
A New Tool for the Modeling of AI and Machine Learning Applications Random Walk-Jump Processes Anis Yazidi Ole-Christoffer Granmo B. John Oommen 11
Pattern Recognition Based on Similarity in Linear Semi-ordered Spaces Juliusz L. Kulikowski Malgorzata Przytulska 22
Quo Vadis Hybrid Intelligent Systems: New Trends and Approaches (Abstract) Ajith Abracham 30
Reflections on Concepts of Employment for Modern Information Fusion and Artificial Intelligence Technologies: Situation Management, Decision Making under Varying Uncertainty and Ambiguity, Sequential Decision-Making, Learning, Prediction, and Trust (Abstract) James Llinas 31
General Track
A Genetic Algorithm Applied to a Main Sequence Stellar Model Gabriela de Oliveira Penna Tavares Marco Aurelio Cavalcanti Pacheco 32
Using Artificial Intelligence Techniques for Strategy Generation in the Commons Game Petro Verkhogliad B. John Oommen 43
Evaluation of Network Survivability Considering Degree of Separation Frank Yeong-Sung Lin Hong-Hsu Yen Pei-Yu Chen Ya-Fang Wen 51
Fuzzy Control of Trade-off between Exploration and Exploitation Properties of Evolutionary Algorithms Adam Slowik 59
Hybridization of Evolutionary Algorithm with Yule Walker Method o Design Minimal Phase Digital Filters with Arbitrary Amplitude Characteristics Adam Slowik 67
Auitomatic Identification Approach for Sea Surface Bubbles Detection Juan José Fuertes Carlos M. Travieso J.B. Alonso 75
The Application of Artificial Intelligence Hybrid in Traffic Flow Ilija Tanackov Vuk Bogdanovic Jovan Tepic Siniša Sremac Nenad Ruaškic 83
Diagnosis of Partial Discharge Using Self Organizing Maps and Hierarchical Clustering - An approach Rubén Jaramillo-Vacio Alberto Ochoa-Zezzatti S.Jöns Sergio Ledezma-Orozco Camelia Chira 91
ayesian Segmentation of Magnetic Resonance Images Using the α-Stable Distribution Diega Salas-Gonzalez Matthias Schlögl Juan M. Górriz Javier Ramírez Elmar Lang 99
On-Line Valuation of Residential Premises with Evolving Fuzzy Models Edwin Lughofer Bogdan Trawinski Krzysztof Trawinski Tadeusz Lasota 107
Investigation of Genetic Algorithms with Self-adaptive Crossover, Mutation, and Selection Magdalena Smetek Bogdan Trawinski
Hybrid Multi-agent System for Knowledge Management in Distributed control System Dariusz Choinski Mieczyslaw Metzger Witold Nocon 124
SVM with Bounds of Confidence and PLS for Quantifying the Effects of Acupuncture on Migraine Patients M. López J.M. Górriz J. Ramírez D. Salas-Gonzalez R. Chaves M. Gómez-Río 132
An Intelligent Automated Recognition System of Abnormal Structures in WCE Images Piotr Szczypinski Artur Klepaczko Michal Strzelecki 140
Effective Diagnosis of Alzheimer's Disease by Means of Distance Metric Learning R. Chaves J. Ramírez J.M. Górriz D. Salas-Gonzalez M. López I. Illán F. Segovia A. Olivares 148
Risk Estimation for Hierarchical Classifier I.T. Podolak A. Roman 156
Combining Meta-learning and Active Selection of Datasetoids for Algorithm Selection Ricardo B.C. Prudêncio Carlos Soares Teresa B. Ludermir 164
A Parallel Genetic Programming Algorithm for Classification Alberto Cano Amelia Zafra Sebastiàn Ventura 172
Evolutionary Algorithm for P2P Multicasting Network Design Problem Michal Wisniewski Krzysztof Walkowiak 182
A Focused Wave Front Algorithm for Mobile Robot Path Planning Anshika Pal Ritu Tiwari Anupam Shukla 190
Evolving Temporal Fuzzy Association Rules from Quantitative Data with a Multi-Objective Evolutionary Algorithm Stephen G. Matthews Mario A. Gongora Adrian A. Hopgood 198
Stereovision-Based Obstacle Avoidance Procedure for Autonomous Mobile Platforms Maciej Polanczyk Agnieszka Owczarek Michal Strzelecki Krzysztof Slot 206
Detecting Unknown Attacks in Wireless Sensor Networks Using Clustering Techniques Z. Bankovic J.M. Moya J.C. Vallejo D. Fraga 214
A Hybrid System with Regression Trees in Steel-Making Process Miroslaw Kordos Marcin Blachnik Marcin Perzyk Jacek Kozlowski Orestes Bystrzycki Mateusz Gródek Adrian Byrdziak Zenon Motyka 222
Interval Type-2 Fuzzy Modelling and Simulated Annealing for Real-World Inventory Management Simon Miller Mario Gongora Robert John 231
An Evidential Fusion Architecture for People Surveillance in Wide Open Areas M. Fornaciari D. Sottara A. Prati P. Mello R. Cucchiara 239
Artificial Neural Networks Application in Software Testing Selection Method Kristina Smilgyte Jovita Nenortaite 247
Combining OWL Ontology and Schema Annotations in Metadata Management Tadeusz Pankowski 255
Benchmarking IBHM method Using NN3 Competition Dataset Pawel Zawistowski Jaroslaw Arabas 263
Face Tracking Using Adaptive Appearance Models and Convolutional Neural Network Boguslaw Rymut Bogdan Kwolek 271
Genetic Selection of Subgraphs for Automatic Reasoning in Design Systems Barbara Strug 280
Controlling the Prediction Accuracy by Adjusting the Abstraction Levels Tomcsz Lukaszewski Joailna Józefowska Agnieszka Lawrynowicz Józefowski Andrzej Lisieckl 288
Delta Analysis: A Hybrid Quantitative Approach for Measuring Discrepancies between Business Process Models Even Esgin Pinar Senkul 296
Analysis of Face Gestures for Human-Computer Interaction Jacek Rondio Aleksandra Krolak 305
Assessing Safety of Object Pushing Using the Principle of Reversibility Yuri Gavshin Maarja Kruusmaa 313
Class Prediction in Microarray Studies Based on Activation of pathways Henryk Maciejewski 321
Hybrid Approach for ECG Classification Based on Particle Swarm Optimization and Support Vector Machine Dawid Kopiec Jerzy Martyna 329
Fuzzy Modeling of Digital Products Pricing in the Virtual Marketplace Jaroslaw Jankowski Jaroslaw Watrobski Mateusz Piwowarski 338
An Algorithm Based on Genetic Fuzzy Systems for the Selection of Routes in Multi-Sink Wireless Sensor Networks Liliam B.Leal Marcus Vimeius de S. Lemos Raimir Holanda Filho Ricardo A.L. Rabelo Fabio A.S. Borges 347
Hybrid Analytical and ANN-Based Modelling of Temperature Sensors Nonlinear Dynamic Properties Lidia Jackowska-Strumillo 356
An Improved Annealing Algorithm for Throughput Maximization in Static Overlay-Based Multicast Systems Michal Kucharzak Krzysztof Walkowiak 364
An Implementation of Differential Evolution for Independent Tasks Scheduling on GPU Pavel Krömer Jan Platoš Václav Snášel Ajith Abraham 372
Collaborative Community Detection in Complex Networks Camelia Chira Anca Gog 380
JCLEC Meets WEKA! A.Cano J.M.Luna J.L.Olmo S.Ventura 388
An Argumentation Framework for Supporting Agreements in Agent Societies Applied to Customer Support Jaume Jordan Stella Heras Soledad Valero Vicente Julian 396
Finger Vein Pattern Extraction Algorithm Michal Walus Jan Kosmala Khalid Saeed 404
An Exploratory Research on Text-Independent Speaker Recognition Mohammad Kheir Nammous Adam Szczepnski Khalid Saeed 412
Towards Automatic Image Annotation Supporting Document Understanding Urszula Markowska-Kaczmar Pawel Minda Krzysztof Ociepa Dariusz Olszowy Roman Pawlikowski 420
A Computational Assessment of a Blood Vessel's Compliance: A Procedure Based on Computed Tomography Coronary Angiography Piotr Porwik Maciej Sosnowski Tomasz Wesolowski Krzysztof Wrobel 428
Visual System for Drivers' Eye Recognition Boguslaw Cyganek Stawomir Gruszczynski 436
A Hybrid Context-Aware Wearable System with Evolutionary Optimization and Selective Inference of Dynamic Bayesian Networks Jun-Ki Min Sung-Bae Cho 444
Global/Local Hybrid Learning of Mixture-of-Experts from Labeled and Unlabeled Data Jong-Won Yoon Sung-Bae Cho 452
Activity Recognition Using Hierarchical Hidden Markov Models on a Smartphone with 3D Accelerometer Suna-Bae Cho 460
Author Index 469
