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
Electronic Edition (link) BibTeX
- Marcin Mrugalski, Józef Korbicz:
Least Mean Square vs. Outer Bounding Ellipsoid Algorithm in Confidence Estimation of the GMDH Neural Networks.
19-26
Electronic Edition (link) BibTeX
- 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
Electronic Edition (link) BibTeX
- 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
Electronic Edition (link) BibTeX
- Yijing Wang, Zhiqiang Zuo:
Robust Stability Analysis for Delayed BAM Neural Networks.
88-97
Electronic Edition (link) BibTeX
- 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
Electronic Edition (link) BibTeX
- 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
Electronic Edition (link) BibTeX
- Maciej Lawrynczuk:
Jet Engine Turbine and Compressor Characteristics Approximation by Means of Artificial Neural Networks.
143-152
Electronic Edition (link) BibTeX
- Jae-Seung Choi, Seung-Jin Park:
Speech Enhancement System Based on Auditory System and Time-Delay Neural Network.
153-160
Electronic Edition (link) BibTeX
- 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
Electronic Edition (link) BibTeX
Support Vector Machines
- Bernardete Ribeiro:
Support, Relevance and Spectral Learning for Time Series.
199-207
Electronic Edition (link) BibTeX
- 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
Electronic Edition (link) BibTeX
- Mira Trebar, Uros Lotric:
Predicting Mechanical Properties of Rubber Compounds with Neural Networks and Support Vector Machines.
254-261
Electronic Edition (link) BibTeX
- Lean Yu, Kin Keung Lai, Shouyang Wang:
An Evolutionary Programming Based SVM Ensemble Model for Corporate Failure Prediction.
262-270
Electronic Edition (link) BibTeX
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
Electronic Edition (link) BibTeX
- Kwang-Baek Kim, Sungshin Kim, Gwang-Ha Kim:
Nucleus Classification and Recognition of Uterine Cervical Pap-Smears Using FCM Clustering Algorithm.
290-299
Electronic Edition (link) BibTeX
- 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
Electronic Edition (link) BibTeX
- Miao Qi, Yinghua Lu, Hongzhi Li, Rujuan Wang, Jun Kong:
A Novel Hand-Based Personal Identification Approach.
309-317
Electronic Edition (link) BibTeX
- Tomasz Markiewicz, Stanislaw Osowski, Bozena Marianska:
White Blood Cell Automatic Counting System Based on Support Vector Machine.
318-326
Electronic Edition (link) BibTeX
- Karol Kozak, Marta Kozak, Katarzyna Stapor:
Kernels for Chemical Compounds in Biological Screening.
327-337
Electronic Edition (link) BibTeX
- 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
Electronic Edition (link) BibTeX
- Max Chacón, Marcos Lévano, Héctor Allende, Hans Nowak:
Detection of Gene Expressions in Microarrays by Applying Iteratively Elastic Neural Net.
355-363
Electronic Edition (link) BibTeX
- 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
Electronic Edition (link) BibTeX
Biometrics
- Ryszard S. Choras, Michal Choras:
Multimodal Hand-Palm Biometrics.
407-414
Electronic Edition (link) BibTeX
- Kang Ryoung Park, Dae Sik Jeong, Byung Jun Kang, Eui Chul Lee:
A Study on Iris Feature Watermarking on Face Data.
415-423
Electronic Edition (link) BibTeX
- 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
Electronic Edition (link) BibTeX
- Adem Alpaslan Altun, Novruz Allahverdi:
Neural Network Based Recognition by Using Genetic Algorithm for Feature Selection of Enhanced Fingerprints.
467-476
Electronic Edition (link) BibTeX
Computer Vision
- Ryszard Tadeusiewicz, Marek R. Ogiela:
Why Automatic Understanding?
477-491
Electronic Edition (link) BibTeX
- Wolfgang Middelmann, Alfons Ebert, Ulrich Thoennessen:
Automatic Target Recognition in SAR Images Based on a SVM Classification Scheme.
492-499
Electronic Edition (link) BibTeX
- Conrad Bielski, Pierre Soille:
Adaptive Mosaicing: Principle and Application to the Mosaicing of Large Image Data Sets.
500-507
Electronic Edition (link) BibTeX
- 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
Electronic Edition (link) BibTeX
- 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
Electronic Edition (link) BibTeX
- 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
Electronic Edition (link) BibTeX
- Bogdan Kwolek:
Detail-Preserving Regularization Based Removal of Impulse Noise from Highly Corrupted Images.
599-605
Electronic Edition (link) BibTeX
- Marcin Iwanowski, Pierre Soille:
Fast Algorithm for Order Independent Binary Homotopic Thinning.
606-615
Electronic Edition (link) BibTeX
- Wolfgang Middelmann, Alfons Ebert, Tobias Deißler, Ulrich Thoennessen:
A Perturbation Suppressing Segmentation Technique Based on Adaptive Diffusion.
616-623
Electronic Edition (link) BibTeX
- Slawomir Skoneczny, Dominik Cieslik:
Weighted Order Statistic Filters for Pattern Detection.
624-632
Electronic Edition (link) BibTeX
- Witold Czajewski, Maciej Staniak:
Real-Time Image Segmentation for Visual Servoing.
633-640
Electronic Edition (link) BibTeX
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
Electronic Edition (link) BibTeX
- Tatiana Tambouratzis:
Progressive Optimisation of Organised Colonies of Ants for Robot Navigation: An Inspiration from Nature.
649-658
Electronic Edition (link) BibTeX
- Sang-Chul Kim:
An Algorithm for Selecting a Group Leader in Mobile Robots Realized by Mobile Ad Hoc Networks and Object Entropy.
659-666
Electronic Edition (link) BibTeX
- 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
Electronic Edition (link) BibTeX
- Young-Jae Ryoo:
Neural Network Control for Visual Guidance System of Mobile Robot.
685-693
Electronic Edition (link) BibTeX
- Tadeusz Kaczorek:
Cone-Realizations of Discrete-Time Systems with Delays.
694-703
Electronic Edition (link) BibTeX
- Yijing Wang, Zhiqiang Zuo:
Global Stability of Neural Networks with Time-Varying Delays.
704-712
Electronic Edition (link) BibTeX
- Mehmet Zeki Bilgin:
A Sensorless Initial Rotor Position Sensing Using Neural Network for Direct Torque Controlled Permanent Magnet Synchronous Motor Drive.
713-721
Electronic Edition (link) BibTeX
- 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
Electronic Edition (link) BibTeX
- Gyo-Bum Chung:
Application of Fuzzy Integral Control for Output Regulation of Asymmetric Half-Bridge DC/DC Converter.
738-746
Electronic Edition (link) BibTeX
- Deacha Puangdownreong, Sarawut Sujitjorn:
Obtaining an Optimum PID Controller Via Adaptive Tabu Search.
747-755
Electronic Edition (link) BibTeX
Copyright © Sat May 16 23:16:14 2009
by Michael Ley (ley@uni-trier.de)
