Hybrid Artificial Intelligent Systems: 6th International Conference, Hais 2011, Wroclaw, Poland, May 23-25, 2011: Proceedings - Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence

Jacket Description/Back: The two LNAI volumes 6678 and 6679 constitute the proceedings of the 6th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2011, held in Wroclaw, Poland, in May 2011. The 114 papers published in these proceedings were carefully reviewed and selected from 241 submissions. They are organized in topical sessions on hybrid intelligence systems on logistics and intelligent optimization; metaheuristics for combinatorial optimization and modelling complex systems; hybrid systems for context-based information fusion; methods of classifier fusion; intelligent systems for data mining and applications; systems, man, and cybernetics; hybrid artificial intelligence systems in management of production systems; habrid artificial intelligent systems for medical applications; and hybrid intelligent approaches in cooperative multi-robot systems. Table of Contents: Plenary -- Addressing the Classification with Imbalanced Data: Open Problems and New Challenges on Class Distribution / A. FernAndez, S. GarcIa, F. Herrera -- A New Tool for the Modeling of AI and Machine Learning Applications Random Walk-Jump Processes / Anis Yazidi, Ole-Christoffer Granmo, B. John Oommen -- Pattern Recognition Based on Similarity in Linear Semi-ordered Spaces / Juliusz L. Kulikowski, Malgorzata Przytulska -- Quo Vadis Hybrid Intelligent Systems: New Trends and Approaches (Abstract) / Ajith Abracham -- 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 -- General Track -- A Genetic Algorithm Applied to a Main Sequence Stellar Model / Gabriela de Oliveira Penna Tavares, Marco Aurelio Cavalcanti Pacheco -- Using Artificial Intelligence Techniques for Strategy Generation in the Commons Game / Petro Verkhogliad, B. John Oommen -- Evaluation of Network Survivability Considering Degree of Separation / Frank Yeong-Sung Lin, Hong-Hsu Yen, Pei-Yu Chen, Ya-Fang Wen -- Fuzzy Control of Trade-off between Exploration and Exploitation Properties of Evolutionary Algorithms / Adam Slowik -- Hybridization of Evolutionary Algorithm with Yule Walker Method o Design Minimal Phase Digital Filters with Arbitrary Amplitude Characteristics / Adam Slowik -- Auitomatic Identification Approach for Sea Surface Bubbles Detection / Juan JosE Fuertes, Carlos M. Travieso, J. B. Alonso -- The Application of Artificial Intelligence Hybrid in Traffic Flow / Ilija Tanackov, Vuk Bogdanovic, Jovan Tepic, SiniSa Sremac, Nenad RuaSkic -- Diagnosis of Partial Discharge Using Self Organizing Maps and Hierarchical Clustering - An approach / RubEn Jaramillo-Vacio, Alberto Ochoa-Zezzatti, S. JOns, Sergio Ledezma-Orozco, Camelia Chira -- ayesian Segmentation of Magnetic Resonance Images Using the ?-Stable Distribution / Diega Salas-Gonzalez, Matthias SchlOgl, Juan M. GOrriz, Javier RamIrez, Elmar Lang -- On-Line Valuation of Residential Premises with Evolving Fuzzy Models / Edwin Lughofer, Bogdan Trawinski, Krzysztof Trawinski, Tadeusz Lasota -- 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 -- SVM with Bounds of Confidence and PLS for Quantifying the Effects of Acupuncture on Migraine Patients / M. LOpez, J. M. GOrriz, J. RamIrez, D. Salas-Gonzalez, R. Chaves, M. GOmez-RIo -- An Intelligent Automated Recognition System of Abnormal Structures in WCE Images / Piotr Szczypinski, Artur Klepaczko, Michal Strzelecki -- Effective Diagnosis of Alzheimers Disease by Means of Distance Metric Learning / R. Chaves, J. RamIrez, J. M. GOrriz, D. Salas-Gonzalez, M. LOpez, I. IllAn, F. Segovia, A. Olivares -- Risk Estimation for Hierarchical Classifier / I. T. Podolak, A. Roman -- Combining Meta-learning and Active Selection of Datasetoids for Algorithm Selection / Ricardo B. C. PrudEncio, Carlos Soares, Teresa B. Ludermir -- A Parallel Genetic Programming Algorithm for Classification / Alberto Cano, Amelia Zafra, Sebastin Ventura -- Evolutionary Algorithm for P2P Multicasting Network Design Problem / Michal Wisniewski, Krzysztof Walkowiak -- A Focused Wave Front Algorithm for Mobile Robot Path Planning / Anshika Pal, Ritu Tiwari, Anupam Shukla -- Evolving Temporal Fuzzy Association Rules from Quantitative Data with a Multi-Objective Evolutionary Algorithm / Stephen G. Matthews, Mario A. Gongora, Adrian A. Hopgood -- Stereovision-Based Obstacle Avoidance Procedure for Autonomous Mobile Platforms / Maciej Polanczyk, Agnieszka Owczarek, Michal Strzelecki, Krzysztof Slot -- Detecting Unknown Attacks in Wireless Sensor Networks Using Clustering Techniques / Z. Bankovic, J. M. Moya, J. C. Vallejo, D. Fraga -- A Hybrid System with Regression Trees in Steel-Making Process / Miroslaw Kordos, Marcin Blachnik, Marcin Perzyk, Jacek Kozlowski, Orestes Bystrzycki, Mateusz GrOdek, Adrian Byrdziak, Zenon Motyka -- Interval Type-2 Fuzzy Modelling and Simulated Annealing for Real-World Inventory Management / Simon Miller, Mario Gongora, Robert John -- An Evidential Fusion Architecture for People Surveillance in Wide Open Areas / M. Fornaciari, D. Sottara, A. Prati, P. Mello, R. Cucchiara -- Artificial Neural Networks Application in Software Testing Selection Method / Kristina Smilgyte, Jovita Nenortaite -- Combining OWL Ontology and Schema Annotations in Metadata Management / Tadeusz Pankowski -- Benchmarking IBHM method Using NN3 Competition Dataset / Pawel Zawistowski, Jaroslaw Arabas -- Face Tracking Using Adaptive Appearance Models and Convolutional Neural Network / Boguslaw Rymut, Bogdan Kwolek -- Genetic Selection of Subgraphs for Automatic Reasoning in Design Systems / Barbara Strug -- Controlling the Prediction Accuracy by Adjusting the Abstraction Levels / Tomcsz Lukaszewski, Joailna JOzefowska, Agnieszka Lawrynowicz, JOzefowski, Andrzej Lisieckl -- Delta Analysis: A Hybrid Quantitative Approach for Measuring Discrepancies between Business Process Models / Even Esgin, Pinar Senkul -- Analysis of Face Gestures for Human-Computer Interaction / Jacek Rondio, Aleksandra Krolak -- Assessing Safety of Object Pushing Using the Principle of Reversibility / Yuri Gavshin, Maarja Kruusmaa -- Class Prediction in Microarray Studies Based on Activation of pathways / Henryk Maciejewski -- Hybrid Approach for ECG Classification Based on Particle Swarm Optimization and Support Vector Machine / Dawid Kopiec, Jerzy Martyna -- Fuzzy Modeling of Digital Products Pricing in the Virtual Marketplace / Jaroslaw Jankowski, Jaroslaw Watrobski, Mateusz Piwowarski -- 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 -- Hybrid Analytical and ANN-Based Modelling of Temperature Sensors Nonlinear Dynamic Properties / Lidia Jackowska-Strumillo -- An Improved Annealing Algorithm for Throughput Maximization in Static Overlay-Based Multicast Systems / Michal Kucharzak, Krzysztof Walkowiak -- An Implementation of Differential Evolution for Independent Tasks Scheduling on GPU / Pavel KrOmer, Jan PlatoS, VAclav SnASel, Ajith Abraham -- Collaborative Community Detection in Complex Networks / Camelia Chira, Anca Gog -- JCLEC Meets WEKA! / A. Cano, J. M. Luna, J. L. Olmo, S. Ventura -- An Argumentation Framework for Supporting Agreements in Agent Societies Applied to Customer Support / Jaume Jordan, Stella Heras, Soledad Valero, Vicente Julian -- Finger Vein Pattern Extraction Algorithm / Michal Walus, Jan Kosmala, Khalid Saeed -- An Exploratory Research on Text-Independent Speaker Recognition / Mohammad Kheir Nammous, Adam Szczepnski, Khalid Saeed -- Towards Automatic Image Annotation Supporting Document Understanding / Urszula Markowska-Kaczmar, Pawel Minda, Krzysztof Ociepa, Dariusz Olszowy, Roman Pawlikowski -- 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 -- Visual System for Drivers' Eye Recognition / Boguslaw Cyganek, Stawomir Gruszczynski -- A Hybrid Context-Aware Wearable System with Evolutionary Optimization and Selective Inference of Dynamic Bayesian Networks / Jun-Ki Min, Sung-Bae Cho -- Global/Local Hybrid Learning of Mixture-of-Experts from Labeled and Unlabeled Data / Jong-Won Yoon, Sung-Bae Cho -- Activity Recognition Using Hierarchical Hidden Markov Models on a Smartphone with 3D Accelerometer / Suna-Bae Cho -- Author Index.