8. ICANNGA 2007: Warsaw, Poland

Neural Networks

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

Support Vector Machines

• Bernardete Ribeiro:
  Support, Relevance and Spectral Learning for Time Series. 199-207
  
• 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
  
• Laura Diosan, Mihai Oltean, Alexandrina Rogozan, Jean-Pierre Pécuchet:
  Improving SVM Performance Using a Linear Combination of Kernels. 218-227
  
• Catarina Silva, Bernardete Ribeiro, Andrew H. Sung:
  Boosting RVM Classifiers for Large Data Sets. 228-237
  
• 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
  
• Deng-Yiv Chiu, Ping-Jie Chen:
  Applying Dynamic Fuzzy Model in Combination with Support Vector Machine to Explore Stock Market Dynamism. 246-253
  
• Mira Trebar, Uros Lotric:
  Predicting Mechanical Properties of Rubber Compounds with Neural Networks and Support Vector Machines. 254-261
  
• Lean Yu, Kin Keung Lai, Shouyang Wang:
  An Evolutionary Programming Based SVM Ensemble Model for Corporate Failure Prediction. 262-270
  

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
  
• Marek Rudnicki, Pawel Strumillo:
  A Real-Time Adaptive Wavelet Transform-Based QRS Complex Detector. 281-289
  
• Kwang-Baek Kim, Sungshin Kim, Gwang-Ha Kim:
  Nucleus Classification and Recognition of Uterine Cervical Pap-Smears Using FCM Clustering Algorithm. 290-299
  
• 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
  
• Miao Qi, Yinghua Lu, Hongzhi Li, Rujuan Wang, Jun Kong:
  A Novel Hand-Based Personal Identification Approach. 309-317
  
• Tomasz Markiewicz, Stanislaw Osowski, Bozena Marianska:
  White Blood Cell Automatic Counting System Based on Support Vector Machine. 318-326
  
• Karol Kozak, Marta Kozak, Katarzyna Stapor:
  Kernels for Chemical Compounds in Biological Screening. 327-337
  
• 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
  
• Michal Strzelecki, Hyongsuk Kim, Pawel Liberski, Anna Zalewska:
  Analysis of Microscopic Mast Cell Images Based on Network of Synchronised Oscillators. 346-354
  
• Max Chacón, Marcos Lévano, Héctor Allende, Hans Nowak:
  Detection of Gene Expressions in Microarrays by Applying Iteratively Elastic Neural Net. 355-363
  
• 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
  
• Bartosz Swiderski, Stanislaw Osowski, Andrzej Cichocki, Andrzej Rysz:
  Epileptic Seizure Prediction Using Lyapunov Exponents and Support Vector Machine. 373-381
  
• Ji-Yeoun Lee, Sangbae Jeong, Minsoo Hahn:
  Classification of Pathological and Normal Voice Based on Linear Discriminant Analysis. 382-390
  
• Piotr Lipinski, Mykhaylo Yatsymirskyy:
  Efficient 1D and 2D Daubechies Wavelet Transforms with Application to Signal Processing. 391-398
  
• Janez Konc, Dusanka Janezic:
  A Branch and Bound Algorithm for Matching Protein Structures. 399-406
  

Biometrics

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

Computer Vision

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

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
  
• Tatiana Tambouratzis:
  Progressive Optimisation of Organised Colonies of Ants for Robot Navigation: An Inspiration from Nature. 649-658
  
• Sang-Chul Kim:
  An Algorithm for Selecting a Group Leader in Mobile Robots Realized by Mobile Ad Hoc Networks and Object Entropy. 659-666
  
• José Alí Moreno, Cristina García:
  Robot Path Planning in Kernel Space. 667-675
  
• 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
  
• Young-Jae Ryoo:
  Neural Network Control for Visual Guidance System of Mobile Robot. 685-693
  
• Tadeusz Kaczorek:
  Cone-Realizations of Discrete-Time Systems with Delays. 694-703
  
• Yijing Wang, Zhiqiang Zuo:
  Global Stability of Neural Networks with Time-Varying Delays. 704-712
  
• Mehmet Zeki Bilgin:
  A Sensorless Initial Rotor Position Sensing Using Neural Network for Direct Torque Controlled Permanent Magnet Synchronous Motor Drive. 713-721
  
• 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
  
• 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
  
• Gyo-Bum Chung:
  Application of Fuzzy Integral Control for Output Regulation of Asymmetric Half-Bridge DC/DC Converter. 738-746
  
• Deacha Puangdownreong, Sarawut Sujitjorn:
  Obtaining an Optimum PID Controller Via Adaptive Tabu Search. 747-755
  

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