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Artificial intelligence and soft computing : 12th International Conference, ICAISC 2013, Zakopane, Poland, June 9-13, 2013, Proceedings. Part II / Leszek Rutkowski [and five others] (eds.).

By: (12th : ICAISC (Conference) (12th : 2013 : Zakopane, Poland)Contributor(s): Rutkowski, Leszek [editior of compilation.] | Korytkowski, Marcin [editior of compilation.] | Scherer, Rafał [editior of compilation.] | Zadeh, Lorfi A [editior of compilation.] | Zurada, Jacek M [editior of compilation.]Material type: TextTextSeries: Serienbezeichnung | Lecture notes in computer science. Lecture notes in artificial intelligence ; ; 7895. | LNCS sublibrary. SL 7, Artificial intelligence.Publication details: Berlin ; New York : Springer, ©2013. Description: 1 online resource (xxi, 625 pages) : illustrations (black and white)Content type: text Media type: computer Carrier type: online resourceISBN: 9783642386107; 3642386105Other title: ICAISC 2013Subject(s): Artificial intelligence -- Congresses | Soft computing -- Congresses | Artificial Intelligence | Artificial intelligence | Soft computing | Computer science | Database management | Information storage and retrieval systems | Artificial intelligence | Computer vision | Information Systems Applications (incl. Internet) | Computation by Abstract Devices | Information Storage and Retrieval | Computer Imaging, Vision, Pattern Recognition and Graphics | computerwetenschappen | computer sciences | informatiesystemen | information systems | internet | patroonherkenning | pattern recognition | machine vision | informatieontsluiting | information retrieval | informatieopslag | information storage | kunstmatige intelligentie | computational science | databasebeheer | Information and Communication Technology (General) | Informatie- en communicatietechnologie (algemeen)Genre/Form: Congress. | Electronic books. | Ebook. | Conference papers and proceedings. Additional physical formats: Print version:: Artificial intelligence and soft computing.DDC classification: 006.3 LOC classification: Q334 | .I23 2013NLM classification: Q 334Online resources: Click here to access online
Contents:
Evolutionary Algorithms and Their Applications. Global Induction of Oblique Model Trees: An Evolutionary Approach / Marcin Czajkowski, Marek Kretowski -- Genetic Cost Optimization of the GI/M/1/N Finite-Buffer Queue with a Single Vacation Policy / Marcin Gabryel [and others] -- Hybrid Genetic-Fuzzy Algorithm for Variable Selection in Spectroscopy / Telma Woerle de Lima, Anderson da Silva Soares, Clarimar José Coelho -- Multiple Choice Strategy -- A Novel Approach for Particle Swarm Optimization -- Preliminary Study / Michal Pluhacek, Roman Senkerik, Ivan Zelinka -- Method of Handling Constraints in Differential Evolution Using Fletcher's Filter / Wojciech Rafajłowicz -- Chaos Driven Differential Evolution with Lozi Map in the Task of Chemical Reactor Optimization / Roman Senkerik, Donald Davendra, Ivan Zelinka, Michal Pluhacek -- Application of Geometric Differential Evolution Algorithm to Design Minimal Phase Digital Filters with Atypical Characteristics for Their Hardware or Software Implementation / Adam Slowik -- Bio-inspired Optimization of Thermomechanical Structures / Mirosław Szczepanik [and others] -- Some Aspects of Evolutionary Designing Optimal Controllers / Jacek Szczypta, Andrzej Przybył, Krzysztof Cpałka -- The Niching Mechanism in the Evolutionary Method of Path Planning / Roman Śmierzchalski [and others] -- New Algorithm for Evolutionary Selection of the Dynamic Signature Global Features / Marcin Zalasiński, Krystian Łapa, Krzysztof Cpałka -- On the Performance of Master-Slave Parallelization Methods for Multi-Objective Evolutionary Algorithms / Alexandru-Ciprian Zăvoianu [and others].
Data Mining. TRCM: A Methodology for Temporal Analysis of Evolving Concepts in Twitter / Mariam Adedoyin-Olowe, Mohamed Medhat Gaber, Frederic Stahl -- Identifying Uncertain Galaxy Morphologies Using Unsupervised Learning / Kieran Jay Edwards, Mohamed Medhat Gaber -- Kernel Estimation of Regression Functions in the Boundary Regions / Tomasz Gałkowski -- Instance Selection in Logical Rule Extraction for Regression Problems / Mirosław Kordos, Szymon Białka, Marcin Blachnik -- On Perturbation Measure of Clusters: Application / Maciej Krawczak, Grażyna Szkatuła -- Using Topology Preservation Measures for Multidimensional Intelligent Data Analysis in the Reduced Feature Space / Szymon Łukasik, Piotr Kulczycki -- HRoBi -- The Algorithm for Hierarchical Rough Biclustering / Marcin Michalak, Magdalena Stawarz -- Proximity Measures and Results Validation in Biclustering -- A Survey / Patryk Orzechowski -- Clustering and Classification of Time Series Representing Sign Language Words / Mariusz Oszust, Marian Wysocki -- Evaluation of the Mini-Models Robustness to Data Uncertainty with the Application of the Information-Gap Theory / Marcin Pluciński -- A Clustering Method Based on the Modified RS Validity Index / Artur Starczewski.
Bioinformatics, Biometrics and Medical Applications. Online Emotion Classification from Electroencephalographic Signals: A First Study Conducted in a Realistic Movie Theater / Thierry Castermans, Matthieu Duvinage, Nicolas Riche -- White Blood Cell Differential Counts Using Convolutional Neural Networks for Low Resolution Images / Mehdi Habibzadeh, Adam Krzyżak, Thomas Fevens -- Users Verification Based on Palm-Prints and Hand Geometry with Hidden Markov Models / Mariusz Kubanek, Dorota Smorawa, Lukasz Adrjanowicz -- A New Approach to Determine Three-Dimensional Facial Landmarks / Sebastian Pabiasz, Janusz T. Starczewski -- A Comparison of Dimensionality Reduction Techniques in Virtual Screening / Kitsuchart Pasupa -- Improved X-ray Edge Detection Based on Background Extraction Algorithm / Jakub Romanowski [and others] -- Comparison of Time-Frequency Feature Extraction Methods for EEG Signals Classification / Grzegorz Rutkowski, Krzysztof Patan, Paweł Leśniak -- GP-Pi: Using Genetic Programming with Penalization and Initialization on Genome-Wide Association Study / Ho-Yin Sze-To [and others] -- New Approach for the On-Line Signature Verification Based on Method of Horizontal Partitioning / Marcin Zalasiński, Krzysztof Cpałka.
Agent Systems, Robotics and Control. Adaptive Critic Designs in Control of Robots Formation in Unknown Environment / Zenon Hendzel, Andrzej Burghardt, Marcin Szuster -- State-Space Reduction through Preference Modeling / Radosław Klimek, Igor Wojnicki, Sebastian Ernst -- Multi-Agent Temporary Logic TS4UKn Based at Non-linear Time and Imitating Uncertainty via Agents' Interaction / David McLean, Vladimir Rybakov -- Opponent Modelling by Sequence Prediction and Lookahead in Two-Player Games / Richard Mealing, Jonathan L. Shapiro -- Supporting Fault Tolerance in Graph-Based Multi-agent Computations / Adam Sędziwy, Leszek Kotulski -- moviQuest-MAS: An Intelligent Platform for Ubiquitous Social Networking Business / Ramon Soto, Alexandro Soto, Juan Camalich.
Artificial Intelligence in Modeling and Simulation. Substitution Tasks Method for Discrete Optimization / Ewa Dudek-Dyduch, Lidia Dutkiewicz -- Inverse Continuous Casting Problem Solved by Applying the Artificial Bee Colony Algorithm / Edyta Hetmaniok, Damian Słota, Adam Zielonka, Mariusz Pleszczyński -- Stock Trading with Random Forests, Trend Detection Tests and Force Index Volume Indicators / Piotr Ładyżyński, Kamil Żbikowski, Przemysław Grzegorzewski -- Proposal of an Inference Engine Architecture for Business Rules and Processes / Grzegorz J. Nalepa, Krzysztof Kluza, Krzysztof Kaczor -- Emergence of New Global Airline Networks and Distributing Loads in Star Airports / Hidefumi Sawai.
Various Problems of Artificial Intelligence. Selection of Relevant Features for Text Classification with K-NN / Jerzy Balicki [and others] -- Parallel Neuro-Tabu Search Algorithm for the Job Shop Scheduling Problem / Wojciech Bożejko, Mariusz Uchroński, Mieczysław Wodecki -- Matrix Factorization for Travel Time Estimation in Large Traffic Networks / Krzysztof Dembczyński [and others] -- Semantically-Driven Rule Interoperability -- Concept Proposal / Krzysztof Kaczor, Grzegorz J. Nalepa -- A New Approach to Designing Interpretable Models of Dynamic Systems / Krystian Łapa, Andrzej Przybył, Krzysztof Cpałka -- Towards Efficient Information Exchange in Fusion Networks / Hela Masri, Adel Guitouni, Saoussen Krichen -- Application of Particle Swarm Optimization Algorithm to Dynamic Vehicle Routing Problem / Michał Okulewicz, Jacek Mańdziuk -- Distribution Network Characteristics in Rough Set Approach / Henryk Piech, Aleksandra Ptak -- Comparison between PSO and AIS on the Basis of Identification of Material Constants in Piezoelectrics / Arkadiusz Poteralski [and others] -- Universal Intelligence, Creativity, and Trust in Emerging Global Expert Systems / Andrzej M.J. Skulimowski -- A Swarm Intelligence Approach to Flexible Job-Shop Scheduling Problem with No-Wait Constraint in Remanufacturing / Shyam Sundar, P.N. Suganthan, T.J. Chua -- Uniform Approach to Concept Interpretation, Active Contour Methods and Case-Based Reasoning / Piotr S. Szczepaniak, Arkadiusz Tomczyk -- Modified Merge Sort Algorithm for Large Scale Data Sets / Marcin Woźniak [and others].
Summary: The two-volume set LNAI 7894 and LNCS 7895 constitutes the refereed proceedings of the 12th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2013, held in Zakopane, Poland in June 2013. The 112 revised full papers presented together with one invited paper were carefully reviewed and selected from 274 submissions. The 56 papers included in the second volume are organized in the following topical sections: evolutionary algorithms and their applications; data mining; bioinformatics and medical applications; agent systems, robotics and control; artificial intelligence in modeling and simulation; and various problems of artificial intelligence.
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International conference proceedings.

Includes author index.

Evolutionary Algorithms and Their Applications. Global Induction of Oblique Model Trees: An Evolutionary Approach / Marcin Czajkowski, Marek Kretowski -- Genetic Cost Optimization of the GI/M/1/N Finite-Buffer Queue with a Single Vacation Policy / Marcin Gabryel [and others] -- Hybrid Genetic-Fuzzy Algorithm for Variable Selection in Spectroscopy / Telma Woerle de Lima, Anderson da Silva Soares, Clarimar José Coelho -- Multiple Choice Strategy -- A Novel Approach for Particle Swarm Optimization -- Preliminary Study / Michal Pluhacek, Roman Senkerik, Ivan Zelinka -- Method of Handling Constraints in Differential Evolution Using Fletcher's Filter / Wojciech Rafajłowicz -- Chaos Driven Differential Evolution with Lozi Map in the Task of Chemical Reactor Optimization / Roman Senkerik, Donald Davendra, Ivan Zelinka, Michal Pluhacek -- Application of Geometric Differential Evolution Algorithm to Design Minimal Phase Digital Filters with Atypical Characteristics for Their Hardware or Software Implementation / Adam Slowik -- Bio-inspired Optimization of Thermomechanical Structures / Mirosław Szczepanik [and others] -- Some Aspects of Evolutionary Designing Optimal Controllers / Jacek Szczypta, Andrzej Przybył, Krzysztof Cpałka -- The Niching Mechanism in the Evolutionary Method of Path Planning / Roman Śmierzchalski [and others] -- New Algorithm for Evolutionary Selection of the Dynamic Signature Global Features / Marcin Zalasiński, Krystian Łapa, Krzysztof Cpałka -- On the Performance of Master-Slave Parallelization Methods for Multi-Objective Evolutionary Algorithms / Alexandru-Ciprian Zăvoianu [and others].

Data Mining. TRCM: A Methodology for Temporal Analysis of Evolving Concepts in Twitter / Mariam Adedoyin-Olowe, Mohamed Medhat Gaber, Frederic Stahl -- Identifying Uncertain Galaxy Morphologies Using Unsupervised Learning / Kieran Jay Edwards, Mohamed Medhat Gaber -- Kernel Estimation of Regression Functions in the Boundary Regions / Tomasz Gałkowski -- Instance Selection in Logical Rule Extraction for Regression Problems / Mirosław Kordos, Szymon Białka, Marcin Blachnik -- On Perturbation Measure of Clusters: Application / Maciej Krawczak, Grażyna Szkatuła -- Using Topology Preservation Measures for Multidimensional Intelligent Data Analysis in the Reduced Feature Space / Szymon Łukasik, Piotr Kulczycki -- HRoBi -- The Algorithm for Hierarchical Rough Biclustering / Marcin Michalak, Magdalena Stawarz -- Proximity Measures and Results Validation in Biclustering -- A Survey / Patryk Orzechowski -- Clustering and Classification of Time Series Representing Sign Language Words / Mariusz Oszust, Marian Wysocki -- Evaluation of the Mini-Models Robustness to Data Uncertainty with the Application of the Information-Gap Theory / Marcin Pluciński -- A Clustering Method Based on the Modified RS Validity Index / Artur Starczewski.

Bioinformatics, Biometrics and Medical Applications. Online Emotion Classification from Electroencephalographic Signals: A First Study Conducted in a Realistic Movie Theater / Thierry Castermans, Matthieu Duvinage, Nicolas Riche -- White Blood Cell Differential Counts Using Convolutional Neural Networks for Low Resolution Images / Mehdi Habibzadeh, Adam Krzyżak, Thomas Fevens -- Users Verification Based on Palm-Prints and Hand Geometry with Hidden Markov Models / Mariusz Kubanek, Dorota Smorawa, Lukasz Adrjanowicz -- A New Approach to Determine Three-Dimensional Facial Landmarks / Sebastian Pabiasz, Janusz T. Starczewski -- A Comparison of Dimensionality Reduction Techniques in Virtual Screening / Kitsuchart Pasupa -- Improved X-ray Edge Detection Based on Background Extraction Algorithm / Jakub Romanowski [and others] -- Comparison of Time-Frequency Feature Extraction Methods for EEG Signals Classification / Grzegorz Rutkowski, Krzysztof Patan, Paweł Leśniak -- GP-Pi: Using Genetic Programming with Penalization and Initialization on Genome-Wide Association Study / Ho-Yin Sze-To [and others] -- New Approach for the On-Line Signature Verification Based on Method of Horizontal Partitioning / Marcin Zalasiński, Krzysztof Cpałka.

Agent Systems, Robotics and Control. Adaptive Critic Designs in Control of Robots Formation in Unknown Environment / Zenon Hendzel, Andrzej Burghardt, Marcin Szuster -- State-Space Reduction through Preference Modeling / Radosław Klimek, Igor Wojnicki, Sebastian Ernst -- Multi-Agent Temporary Logic TS4UKn Based at Non-linear Time and Imitating Uncertainty via Agents' Interaction / David McLean, Vladimir Rybakov -- Opponent Modelling by Sequence Prediction and Lookahead in Two-Player Games / Richard Mealing, Jonathan L. Shapiro -- Supporting Fault Tolerance in Graph-Based Multi-agent Computations / Adam Sędziwy, Leszek Kotulski -- moviQuest-MAS: An Intelligent Platform for Ubiquitous Social Networking Business / Ramon Soto, Alexandro Soto, Juan Camalich.

Artificial Intelligence in Modeling and Simulation. Substitution Tasks Method for Discrete Optimization / Ewa Dudek-Dyduch, Lidia Dutkiewicz -- Inverse Continuous Casting Problem Solved by Applying the Artificial Bee Colony Algorithm / Edyta Hetmaniok, Damian Słota, Adam Zielonka, Mariusz Pleszczyński -- Stock Trading with Random Forests, Trend Detection Tests and Force Index Volume Indicators / Piotr Ładyżyński, Kamil Żbikowski, Przemysław Grzegorzewski -- Proposal of an Inference Engine Architecture for Business Rules and Processes / Grzegorz J. Nalepa, Krzysztof Kluza, Krzysztof Kaczor -- Emergence of New Global Airline Networks and Distributing Loads in Star Airports / Hidefumi Sawai.

Various Problems of Artificial Intelligence. Selection of Relevant Features for Text Classification with K-NN / Jerzy Balicki [and others] -- Parallel Neuro-Tabu Search Algorithm for the Job Shop Scheduling Problem / Wojciech Bożejko, Mariusz Uchroński, Mieczysław Wodecki -- Matrix Factorization for Travel Time Estimation in Large Traffic Networks / Krzysztof Dembczyński [and others] -- Semantically-Driven Rule Interoperability -- Concept Proposal / Krzysztof Kaczor, Grzegorz J. Nalepa -- A New Approach to Designing Interpretable Models of Dynamic Systems / Krystian Łapa, Andrzej Przybył, Krzysztof Cpałka -- Towards Efficient Information Exchange in Fusion Networks / Hela Masri, Adel Guitouni, Saoussen Krichen -- Application of Particle Swarm Optimization Algorithm to Dynamic Vehicle Routing Problem / Michał Okulewicz, Jacek Mańdziuk -- Distribution Network Characteristics in Rough Set Approach / Henryk Piech, Aleksandra Ptak -- Comparison between PSO and AIS on the Basis of Identification of Material Constants in Piezoelectrics / Arkadiusz Poteralski [and others] -- Universal Intelligence, Creativity, and Trust in Emerging Global Expert Systems / Andrzej M.J. Skulimowski -- A Swarm Intelligence Approach to Flexible Job-Shop Scheduling Problem with No-Wait Constraint in Remanufacturing / Shyam Sundar, P.N. Suganthan, T.J. Chua -- Uniform Approach to Concept Interpretation, Active Contour Methods and Case-Based Reasoning / Piotr S. Szczepaniak, Arkadiusz Tomczyk -- Modified Merge Sort Algorithm for Large Scale Data Sets / Marcin Woźniak [and others].

The two-volume set LNAI 7894 and LNCS 7895 constitutes the refereed proceedings of the 12th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2013, held in Zakopane, Poland in June 2013. The 112 revised full papers presented together with one invited paper were carefully reviewed and selected from 274 submissions. The 56 papers included in the second volume are organized in the following topical sections: evolutionary algorithms and their applications; data mining; bioinformatics and medical applications; agent systems, robotics and control; artificial intelligence in modeling and simulation; and various problems of artificial intelligence.

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