8. ICANNGA 2007: Warsaw, Poland

Bartlomiej Beliczynski, Andrzej Dzielinski, Marcin Iwanowski, Bernardete Ribeiro (Eds.): Adaptive and Natural Computing Algorithms, 8th International Conference, ICANNGA 2007, Warsaw, Poland, April 11-14, 2007, Proceedings, Part II. Lecture Notes in Computer Science 4432 Springer 2007, ISBN 978-3-540-71590-0 BibTeX

Neural Networks

Sarunas Raudys:
Evolution of Multi-class Single Layer Perceptron. 1-10
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Paul C. Kainen, Vera Kurková, Marcello Sanguineti:
Estimates of Approximation Rates by Gaussian Radial-Basis Functions. 11-18
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Marcin Mrugalski, Józef Korbicz:
Least Mean Square vs. Outer Bounding Ellipsoid Algorithm in Confidence Estimation of the GMDH Neural Networks. 19-26
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Bartlomiej Stasiak, Mykhaylo Yatsymirskyy:
On Feature Extraction Capabilities of Fast Orthogonal Neural Networks. 27-36
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Naohiro Ishii, Toshinori Deguchi, Masashi Kawaguchi:
Neural Computations by Asymmetric Networks with Nonlinearities. 37-45
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Bartlomiej Beliczynski:
Properties of the Hermite Activation Functions in a Neural Approximation Scheme. 46-54
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Humberto Sossa, Ricardo Barrón, Roberto Antonio Vázquez:
Study of the Influence of Noise in the Values of a Median Associative Memory. 55-62
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Branko Ster, Ivan Gabrijel, Andrej Dobnikar:
Impact of Learning on the Structural Properties of Neural Networks. 63-70
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Jin-Guk Jung, Mohammed Nazim Uddin, GeunSik Jo:
Learning Using a Self-building Associative Frequent Network. 71-79
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Tomasz Szatkiewicz:
Proposal of a New Conception of an Elastic Neural Network and Its Application to the Solution of a Two-Dimensional Travelling Salesman Problem. 80-87
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Yijing Wang, Zhiqiang Zuo:
Robust Stability Analysis for Delayed BAM Neural Networks. 88-97
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Gloria Galán Marín, Enrique Mérida Casermeiro, Domingo López-Rodríguez, Juan Miguel Ortiz-de-Lazcano-Lobato:
A Study into the Improvement of Binary Hopfield Networks for Map Coloring. 98-106
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Marco Mora, Mary Carmen Jarur, Daniel Sbarbaro:
Automatic Diagnosis of the Footprint Pathologies Based on Neural Networks. 107-114
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Henrik Saxén, Frank Pettersson, Matias Waller:
Mining Data from a Metallurgical Process by a Novel Neural Network Pruning Method. 115-122
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Rozaida Ghazali, Abir Jaafar Hussain, Dhiya Al-Jumeily, Madjid Merabti:
Dynamic Ridge Polynomial Neural Networks in Exchange Rates Time Series Forecasting. 123-132
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Michal Bak, Andrzej Bielecki:
Neural Systems for Short-Term Forecasting of Electric Power Load. 133-142
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Maciej Lawrynczuk:
Jet Engine Turbine and Compressor Characteristics Approximation by Means of Artificial Neural Networks. 143-152
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Jae-Seung Choi, Seung-Jin Park:
Speech Enhancement System Based on Auditory System and Time-Delay Neural Network. 153-160
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Övünç Polat, Tülay Yildirim:
Recognition of Patterns Without Feature Extraction by GRNN. 161-168
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Tatiana Tambouratzis:
Real-Time String Filtering of Large Databases Implemented Via a Combination of Artificial Neural Networks. 169-178
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Sergejus Ivanikovas, Viktor Medvedev, Gintautas Dzemyda:
Parallel Realizations of the SAMANN Algorithm. 179-188
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Wenbo Zhang, Xinchen Guo, Chaoyong Wang, Chunguo Wu:
A POD-Based Center Selection for RBF Neural Network in Time Series Prediction Problems. 189-198
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Support Vector Machines

Bernardete Ribeiro:
Support, Relevance and Spectral Learning for Time Series. 199-207
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Francisco J. González-Castaño, Pedro S. Rodríguez-Hernández, Rafael P. Martínez-Álvarez, Andrés Gómez-Tato:
Support Vector Machine Detection of Peer-to-Peer Traffic in High-Performance Routers with Packet Sampling. 208-217
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Laura Diosan, Mihai Oltean, Alexandrina Rogozan, Jean-Pierre Pécuchet:
Improving SVM Performance Using a Linear Combination of Kernels. 218-227
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Catarina Silva, Bernardete Ribeiro, Andrew H. Sung:
Boosting RVM Classifiers for Large Data Sets. 228-237
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Javier Acevedo, Saturnino Maldonado-Bascón, Philip Siegmann, Sergio Lafuente-Arroyo, Pedro Gil-Jiménez:
Multi-class Support Vector Machines Based on Arranged Decision Graphs and Particle Swarm Optimization for Model Selection. 238-245
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Deng-Yiv Chiu, Ping-Jie Chen:
Applying Dynamic Fuzzy Model in Combination with Support Vector Machine to Explore Stock Market Dynamism. 246-253
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Mira Trebar, Uros Lotric:
Predicting Mechanical Properties of Rubber Compounds with Neural Networks and Support Vector Machines. 254-261
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Lean Yu, Kin Keung Lai, Shouyang Wang:
An Evolutionary Programming Based SVM Ensemble Model for Corporate Failure Prediction. 262-270
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Biomedical Signal and Image Processing

Andrzej Cichocki, Rafal Zdunek, Seungjin Choi, Robert J. Plemmons, Shun-ichi Amari:
Novel Multi-layer Non-negative Tensor Factorization with Sparsity Constraints. 271-280
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Marek Rudnicki, Pawel Strumillo:
A Real-Time Adaptive Wavelet Transform-Based QRS Complex Detector. 281-289
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Kwang-Baek Kim, Sungshin Kim, Gwang-Ha Kim:
Nucleus Classification and Recognition of Uterine Cervical Pap-Smears Using FCM Clustering Algorithm. 290-299
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Bilal Ahmed, Tahir Rasheed, Mohammad A. U. Khan, Seong Jin Cho, Sungyoung Lee, Tae-Seong Kim:
Rib Suppression for Enhancing Frontal Chest Radiographs Using Independent Component Analysis. 300-308
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Miao Qi, Yinghua Lu, Hongzhi Li, Rujuan Wang, Jun Kong:
A Novel Hand-Based Personal Identification Approach. 309-317
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Tomasz Markiewicz, Stanislaw Osowski, Bozena Marianska:
White Blood Cell Automatic Counting System Based on Support Vector Machine. 318-326
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Karol Kozak, Marta Kozak, Katarzyna Stapor:
Kernels for Chemical Compounds in Biological Screening. 327-337
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Kemal Polat, Sadik Kara, Aysegül Güven, Salih Günes:
A Hybrid Automated Detection System Based on Least Square Support Vector Machine Classifier and k -NN Based Weighted Pre-processing for Diagnosing of Macular Disease. 338-345
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Michal Strzelecki, Hyongsuk Kim, Pawel Liberski, Anna Zalewska:
Analysis of Microscopic Mast Cell Images Based on Network of Synchronised Oscillators. 346-354
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Max Chacón, Marcos Lévano, Héctor Allende, Hans Nowak:
Detection of Gene Expressions in Microarrays by Applying Iteratively Elastic Neural Net. 355-363
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Eun-Mi Kim, Jong Cheol Jeong, Ho-Young Pae, Bae-Ho Lee:
A New Feature Selection Method for Improving the Precision of Diagnosing Abnormal Protein Sequences by Support Vector Machine and Vectorization Method. 364-372
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Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz:
Epileptic Seizure Prediction Using Lyapunov Exponents and Support Vector Machine. 373-381
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Ji-Yeoun Lee, Sangbae Jeong, Minsoo Hahn:
Classification of Pathological and Normal Voice Based on Linear Discriminant Analysis. 382-390
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Piotr Lipinski, Mykhaylo Yatsymirskyy:
Efficient 1D and 2D Daubechies Wavelet Transforms with Application to Signal Processing. 391-398
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Janez Konc, Dusanka Janezic:
A Branch and Bound Algorithm for Matching Protein Structures. 399-406
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Biometrics

Ryszard S. Choras, Michal Choras:
Multimodal Hand-Palm Biometrics. 407-414
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Kang Ryoung Park, Dae Sik Jeong, Byung Jun Kang, Eui Chul Lee:
A Study on Iris Feature Watermarking on Face Data. 415-423
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Michal Choras, Piotr Mroczkowski:
Keystroke Dynamics for Biometrics Identification. 424-431
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Sungju Lee, Daesung Moon, Seunghwan Jung, Yongwha Chung:
Protecting Secret Keys with Fuzzy Fingerprint Vault Based on a 3D Geometric Hash Table. 432-439
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Song-yi Han, Hyun-Ae Park, Dal-ho Cho, Kang Ryoung Park, Sangyoun Lee:
Face Recognition Based on Near-Infrared Light Using Mobile Phone. 440-448
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Ioanna-Ourania Stathopoulou, George A. Tsihrintzis:
NEU-FACES: A Neural Network-Based Face Image Analysis System. 449-456
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Tatiana Tambouratzis, Michael Masouris:
GA-Based Iris/Sclera Boundary Detection for Biometric Iris Identification. 457-466
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Adem Alpaslan Altun, Novruz Allahverdi:
Neural Network Based Recognition by Using Genetic Algorithm for Feature Selection of Enhanced Fingerprints. 467-476
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Computer Vision

Ryszard Tadeusiewicz, Marek R. Ogiela:
Why Automatic Understanding? 477-491
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Wolfgang Middelmann, Alfons Ebert, Ulrich Thoennessen:
Automatic Target Recognition in SAR Images Based on a SVM Classification Scheme. 492-499
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Conrad Bielski, Pierre Soille:
Adaptive Mosaicing: Principle and Application to the Mosaicing of Large Image Data Sets. 500-507
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Boguslaw Cyganek:
Circular Road Signs Recognition with Affine Moment Invariants and the Probabilistic Neural Classifier. 508-516
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Eun Jin Koh, Mi Young Nam, Phill-Kyu Rhee:
A Context-Driven Bayesian Classification Method for Eye Location. 517-524
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Hong-Dar Lin, Chung-Yu Chung, Singa Wang Chiu:
Computer-Aided Vision System for Surface Blemish Detection of LED Chips. 525-533
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Sang-Wook Sohn, Dae-Young Lee, Hun Choi, Jae-Won Suh, Hyeon-Deok Bae:
Detection of Various Defects in TFT-LCD Polarizing Film. 534-543
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Gintautas Dzemyda, Olga Kurasova:
Dimensionality Problem in the Visualization of Correlation-Based Data. 544-553
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Héctor Allende, Carlos Becerra, Jorge Galbiati:
A Segmentation Method for Digital Images Based on Cluster Analysis. 554-563
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Vittorio Zanella, Héctor Vargas, Lorna V. Rosas:
Active Shape Models and Evolution Strategies to Automatic Face Morphing. 564-571
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Kwang-Baek Kim, Minhwan Kim, Young Woon Woo:
Recognition of Shipping Container Identifiers Using ART2-Based Quantization and a Refined RBF Network. 572-581
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Hui Wang, Nian Cai, Ming Li, Jie Yang:
A Local-Information-Based Blind Image Restoration Algorithm Using a MLP. 582-589
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Ju-Whan Song, Ou-Bong Gwun:
Reflective Symmetry Detection Based on Parallel Projection. 590-598
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Bogdan Kwolek:
Detail-Preserving Regularization Based Removal of Impulse Noise from Highly Corrupted Images. 599-605
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Marcin Iwanowski, Pierre Soille:
Fast Algorithm for Order Independent Binary Homotopic Thinning. 606-615
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Wolfgang Middelmann, Alfons Ebert, Tobias Deißler, Ulrich Thoennessen:
A Perturbation Suppressing Segmentation Technique Based on Adaptive Diffusion. 616-623
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Slawomir Skoneczny, Dominik Cieslik:
Weighted Order Statistic Filters for Pattern Detection. 624-632
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Witold Czajewski, Maciej Staniak:
Real-Time Image Segmentation for Visual Servoing. 633-640
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Control and Robotics

Heni Ben Amor, Shuhei Ikemoto, Takashi Minato, Bernhard Jung, Hiroshi Ishiguro:
A Neural Framework for Robot Motor Learning Based on Memory Consolidation. 641-648
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Tatiana Tambouratzis:
Progressive Optimisation of Organised Colonies of Ants for Robot Navigation: An Inspiration from Nature. 649-658
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Sang-Chul Kim:
An Algorithm for Selecting a Group Leader in Mobile Robots Realized by Mobile Ad Hoc Networks and Object Entropy. 659-666
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José Alí Moreno, Cristina García:
Robot Path Planning in Kernel Space. 667-675
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Kil To Chong, Eun-Ho Son, Jong Ho Park, Young-Chul Kim:
A Path Finding Via VRML and VISION Overlay for Autonomous Robot. 676-684
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Young-Jae Ryoo:
Neural Network Control for Visual Guidance System of Mobile Robot. 685-693
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Tadeusz Kaczorek:
Cone-Realizations of Discrete-Time Systems with Delays. 694-703
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Yijing Wang, Zhiqiang Zuo:
Global Stability of Neural Networks with Time-Varying Delays. 704-712
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Mehmet Zeki Bilgin:
A Sensorless Initial Rotor Position Sensing Using Neural Network for Direct Torque Controlled Permanent Magnet Synchronous Motor Drive. 713-721
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Jae-kang Lee, Tae-seok Oh, Yun-su Shin, Tae-jun Yoon, Il-hwan Kim:
Postural Control of Two-Stage Inverted Pendulum Using Reinforcement Learning and Self-organizing Map. 722-729
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Dae-Yeong Im, Young-Jae Ryoo, Jang-Hyun Park, Hyong-Yeol Yang, Ju-Sang Lee:
Neural Network Mapping of Magnet Based Position Sensing System for Autonomous Robotic Vehicle. 730-737
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Gyo-Bum Chung:
Application of Fuzzy Integral Control for Output Regulation of Asymmetric Half-Bridge DC/DC Converter. 738-746
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Deacha Puangdownreong, Sarawut Sujitjorn:
Obtaining an Optimum PID Controller Via Adaptive Tabu Search. 747-755
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