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12. ICAISC 2013: Zakopane, Poland
- Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 12th International Conference, ICAISC 2013, Zakopane, Poland, June 9-13, 2013, Proceedings, Part II. Lecture Notes in Computer Science 7895, Springer 2013, ISBN 978-3-642-38609-1
Evolutionary Algorithms and Their Applications
- Marcin Czajkowski
, Marek Kretowski
Global Induction of Oblique Model Trees: An Evolutionary Approach. 1-11 - Marcin Gabryel
Genetic Cost Optimization of the GI/M/1/N Finite-Buffer Queue with a Single Vacation Policy. 12-23 - Telma Woerle de Lima
Hybrid Genetic-Fuzzy Algorithm for Variable Selection in Spectroscopy. 24-35 - Michal Pluhacek
Multiple Choice Strategy - A Novel Approach for Particle Swarm Optimization - Preliminary Study. 36-45 - Wojciech Rafajlowicz:
Method of Handling Constraints in Differential Evolution Using Fletcher's Filter. 46-55 - Roman Senkerik
Chaos Driven Differential Evolution with Lozi Map in the Task of Chemical Reactor Optimization. 56-66 - Adam Slowik
Application of Geometric Differential Evolution Algorithm to Design Minimal Phase Digital Filters with Atypical Characteristics for Their Hardware or Software Implementation. 67-78 - Miroslaw Szczepanik, Arkadiusz Poteralski
Bio-inspired Optimization of Thermomechanical Structures. 79-90 - Jacek Szczypta, Andrzej Przybyl
Some Aspects of Evolutionary Designing Optimal Controllers. 91-100 - Roman Smierzchalski
The Niching Mechanism in the Evolutionary Method of Path Planning. 101-112 - Marcin Zalasinski
New Algorithm for Evolutionary Selection of the Dynamic Signature Global Features. 113-121 - Alexandru-Ciprian Zavoianu
On the Performance of Master-Slave Parallelization Methods for Multi-Objective Evolutionary Algorithms. 122-134
Data Mining
- Mariam Adedoyin-Olowe
TRCM: A Methodology for Temporal Analysis of Evolving Concepts in Twitter. 135-145 - Kieran Jay Edwards, Mohamed Medhat Gaber
Identifying Uncertain Galaxy Morphologies Using Unsupervised Learning. 146-157 - Tomasz Galkowski
Kernel Estimation of Regression Functions in the Boundary Regions. 158-166 - Miroslaw Kordos, Szymon Bialka, Marcin Blachnik
Instance Selection in Logical Rule Extraction for Regression Problems. 167-175 - Maciej Krawczak, Grazyna Szkatula:
On Perturbation Measure of Clusters: Application. 176-183 - Szymon Lukasik
Using Topology Preservation Measures for Multidimensional Intelligent Data Analysis in the Reduced Feature Space. 184-193 - Marcin Michalak
HRoBi - The Algorithm for Hierarchical Rough Biclustering. 194-205 - Patryk Orzechowski
Proximity Measures and Results Validation in Biclustering - A Survey. 206-217 - Mariusz Oszust
Clustering and Classification of Time Series Representing Sign Language Words. 218-229 - Marcin Plucinski
Evaluation of the Mini-Models Robustness to Data Uncertainty with the Application of the Information-Gap Theory. 230-241 - Artur Starczewski:
A Clustering Method Based on the Modified RS Validity Index. 242-250
Bioinformatics, Biometrics and Medical Applications
- Thierry Castermans, Matthieu Duvinage, Nicolas Riche:
Online Emotion Classification from Electroencephalographic Signals: A First Study Conducted in a Realistic Movie Theater. 251-262 - Mehdi Habibzadeh, Adam Krzyzak, Thomas Fevens:
White Blood Cell Differential Counts Using Convolutional Neural Networks for Low Resolution Images. 263-274 - Mariusz Kubanek
Users Verification Based on Palm-Prints and Hand Geometry with Hidden Markov Models. 275-285 - Sebastian Pabiasz, Janusz T. Starczewski
A New Approach to Determine Three-Dimensional Facial Landmarks. 286-296 - Kitsuchart Pasupa
A Comparison of Dimensionality Reduction Techniques in Virtual Screening. 297-308 - Jakub Romanowski, Tomasz Nowak, Patryk Najgebauer
Improved X-ray Edge Detection Based on Background Extraction Algorithm. 309-319 - Grzegorz Rutkowski, Krzysztof Patan
Comparison of Time-Frequency Feature Extraction Methods for EEG Signals Classification. 320-329 - Ho-Yin Sze-To, Kwan-Yeung Lee, Kai-Yuen Tso, Man Hon Wong, Kin-Hong Lee, Nelson L. S. Tang
GP-Pi: Using Genetic Programming with Penalization and Initialization on Genome-Wide Association Study. 330-341 - Marcin Zalasinski
New Approach for the On-Line Signature Verification Based on Method of Horizontal Partitioning. 342-350
Agent Systems, Robotics and Control
- Zenon Hendzel, Andrzej Burghardt
Adaptive Critic Designs in Control of Robots Formation in Unknown Environment. 351-362 - Radoslaw Klimek
State-Space Reduction through Preference Modeling. 363-374 - David McLean, Vladimir V. Rybakov
Multi-Agent Temporary Logic Based at Non-linear Time and Imitating Uncertainty via Agents' Interaction. 375-384 - Richard Mealing, Jonathan L. Shapiro
Opponent Modelling by Sequence Prediction and Lookahead in Two-Player Games. 385-396 - Adam Sedziwy
Supporting Fault Tolerance in Graph-Based Multi-agent Computations. 397-406 - Ramon Soto, Alexandro Soto, Juan Camalich:
moviQuest-MAS: An Intelligent Platform for Ubiquitous Social Networking Business. 407-418
Artificial Intelligence in Modeling and Simulation
- Ewa Dudek-Dyduch
Substitution Tasks Method for Discrete Optimization. 419-430 - Edyta Hetmaniok
Inverse Continuous Casting Problem Solved by Applying the Artificial Bee Colony Algorithm. 431-440 - Piotr Ladyzynski, Kamil Zbikowski
Stock Trading with Random Forests, Trend Detection Tests and Force Index Volume Indicators. 441-452 - Grzegorz J. Nalepa, Krzysztof Kluza, Krzysztof Kaczor:
Proposal of an Inference Engine Architecture for Business Rules and Processes. 453-464 - Hidefumi Sawai:
Emergence of New Global Airline Networks and Distributing Loads in Star Airports. 465-476
Various Problems of Artificial Intelligence
- Jerzy Balicki
Selection of Relevant Features for Text Classification with K-NN. 477-488 - Wojciech Bozejko
Parallel Neuro-Tabu Search Algorithm for the Job Shop Scheduling Problem. 489-499 - Krzysztof Dembczynski
Matrix Factorization for Travel Time Estimation in Large Traffic Networks. 500-510 - Krzysztof Kaczor, Grzegorz J. Nalepa:
Semantically-Driven Rule Interoperability - Concept Proposal. 511-522 - Krystian Lapa
A New Approach to Designing Interpretable Models of Dynamic Systems. 523-534 - Hela Masri, Adel Guitouni
Towards Efficient Information Exchange in Fusion Networks. 535-546 - Michal Okulewicz
Application of Particle Swarm Optimization Algorithm to Dynamic Vehicle Routing Problem. 547-558 - Henryk Piech
Distribution Network Characteristics in Rough Set Approach. 559-568 - Arkadiusz Poteralski
Comparison between PSO and AIS on the Basis of Identification of Material Constants in Piezoelectrics. 569-581 - Andrzej M. J. Skulimowski
Universal Intelligence, Creativity, and Trust in Emerging Global Expert Systems. 582-592 - Shyam Sundar, Ponnuthurai N. Suganthan, Tay Jin Chua:
A Swarm Intelligence Approach to Flexible Job-Shop Scheduling Problem with No-Wait Constraint in Remanufacturing. 593-602 - Piotr S. Szczepaniak, Arkadiusz Tomczyk
Uniform Approach to Concept Interpretation, Active Contour Methods and Case-Based Reasoning. 603-611 - Marcin Wozniak
Modified Merge Sort Algorithm for Large Scale Data Sets. 612-622
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