15. ICONIP 2008: Auckland, New Zealand

Neural Network Based Semantic Web, Data Mining and Knowledge Discovery

• Wei-Chen Cheng, Cheng-Yuan Liou:
  A Novel Method for Manifold Construction. 3-10
  
• Renata M. C. R. de Souza, Diogo R. S. Salazar:
  A Non-linear Classifier for Symbolic Interval Data Based on a Region Oriented Approach. 11-18
  
• Marco A. O. Domingues, Renata M. C. R. de Souza, Francisco José de A. Cysneiros:
  A Symmetrical Model Applied to Interval-Valued Data Containing Outliers with Heavy-Tail Distribution. 19-26
  
• Md. Shiblee, B. Chandra, Prem Kumar Kalra:
  New Neuron Model for Blind Source Separation. 27-36
  
• Md. Shiblee, Prem Kumar Kalra, B. Chandra:
  Time Series Prediction with Multilayer Perceptron (MLP): A New Generalized Error Based Approach. 37-44
  
• Marcelo N. Ribeiro, Manoel J. R. Neto, Ricardo Bastos Cavalcante Prudêncio:
  Local Feature Selection in Text Clustering. 45-52
  
• Haiqin Yang, Irwin King:
  Sprinkled Latent Semantic Indexing for Text Classification with Background Knowledge. 53-60
  
• Tina Geweniger, Frank-Michael Schleif, Alexander Hasenfuss, Barbara Hammer, Thomas Villmann:
  Comparison of Cluster Algorithms for the Analysis of Text Data Using Kolmogorov Complexity. 61-69
  
• Pawel Matykiewicz, Wlodzislaw Duch, Paul M. Zender, Keith A. Crutcher, John Pestian:
  Neurocognitive Approach to Clustering of PubMed Query Results. 70-79
  
• Chandra Shekhar Dhir, Soo-Young Lee:
  Search-In-Synchrony: Personalizing Web Search with Cognitive User Profile Model. 80-87
  
• Maciej Pilichowski, Wlodzislaw Duch:
  Neurocognitive Approach to Creativity in the Domain of Word-Invention. 88-96
  
• Armando Vieira, João Duarte, Bernardete Ribeiro, João Carvalho das Neves:
  Improving Personal Credit Scoring with HLVQ-C. 97-103
  
• Hassab Elgawi Osman:
  Architecture of Behavior-Based Function Approximator for Adaptive Control. 104-111
  
• Dimitrios A. Karras:
  On Efficient Content Based Information Retrieval Using SVM and Higher Order Correlation Analysis. 112-119
  

Neural Networks Learning Paradigm

• Luis Fernando de Mingo López, Nuria Gómez Blas, Miguel Angel Díaz:
  A String Measure with Symbols Generation: String Self-Organizing Maps. 123-130
  
• Vladimir Vasilyev, Ildar Nugaev:
  Neural Network Smoothing of Geonavigation Data on the Basis of Multilevel Regularization Algorithm. 131-138
  
• Chihli Hung:
  Knowledge-Based Rule Extraction from Self-Organizing Maps. 139-146
  
• Kunikazu Kobayashi, Masanao Obayashi, Takashi Kuremoto:
  A Bayesian Local Linear Wavelet Neural Network. 147-154
  
• Hideyuki Matsui, Toshiyuki Tanaka:
  Analysis on Equilibrium Point of Expectation Propagation Using Information Geometry. 155-162
  
• Ryotaro Kamimura:
  Partially Enhanced Competitive Learning. 163-170
  
• Ryotaro Kamimura:
  Feature Detection by Structural Enhanced Information. 171-178
  
• Jirí Síma:
  Gradient Learning in Networks of Smoothly Spiking Neurons. 179-186
  
• Katsuyuki Hagiwara:
  Orthogonalization and Thresholding Method for a Nonparametric Regression Problem. 187-194
  
• Kazuyuki Hara, Seiji Miyoshi, Tatsuya Uezu, Masato Okada:
  Analysis of Ising Spin Neural Network with Time-Dependent Mexican-Hat-Type Interaction. 195-202
  
• Takahiro Hada, Yuko Osana:
  Divided Chaotic Associative Memory for Successive Learning. 203-211
  
• Atsushi Shimizu, Yuko Osana:
  Reinforcement Learning Using Kohonen Feature Map Associative Memory with Refractoriness Based on Area Representation. 212-219
  
• Masashi Sekino, Katsumi Nitta:
  Automatic Model Selection via Corrected Error Backpropagation. 220-227
  
• Johane Takeuchi, Osamu Shouno, Hiroshi Tsujino:
  Self-Referential Event Lists for Self-Organizing Modular Reinforcement Learning. 228-235
  
• Suisin Khoo, Tom Gedeon:
  Generalisation Performance vs. Architecture Variations in Constructive Cascade Networks. 236-243
  
• Vincent Berenz, Kenji Suzuki:
  Synchronized Oriented Mutations Algorithm for Training Neural Controllers. 244-251
  
• André L. D. Rossi, Carlos Soares, André C. P. L. F. Carvalho:
  Bioinspired Parameter Tuning of MLP Networks for Gene Expression Analysis: Quality of Fitness Estimates vs. Number of Solutions Analysed. 252-259
  
• Thammakorn Saethang, Santitham Prom-on, Asawin Meechai, Jonathan Hoyin Chan:
  Sample Filtering Relief Algorithm: Robust Algorithm for Feature Selection. 260-267
  
• Ryotaro Kamimura:
  Enhanced Visualization by Combing SOM and Mixture Models. 268-275
  
• Pedro G. de Oliveira, André L. V. Coelho:
  Genetic Versus Nearest-Neighbor Imputation of Missing Attribute Values for RBF Networks. 276-283
  
• Stefan Babinec, Jiri Pospichal:
  Combination of Dynamic Reservoir and Feedforward Neural Network for Time Series Forecasting. 284-291
  
• Igor Farkas:
  Learning Nonadjacent Dependencies with a Recurrent Neural Network. 292-299
  
• Kaname Iwasa, Mauricio Kugler, Susumu Kuroyanagi, Akira Iwata:
  A Back-Propagation Training Method for Multilayer Pulsed Neural Networks Using Principle of Duality. 300-307
  
• Stavros Adam, Dimitrios A. Karras, Michael N. Vrahatis:
  Revisiting the Problem of Weight Initialization for Multi-Layer Perceptrons Trained with Back Propagation. 308-315
  
• Chi-Sing Leung, Pui-Fai Sum, Hongjiang Wang:
  Analysis on Generalization Error of Faulty RBF Networks with Weight Decay Regularizer. 316-323
  
• John Sum, Chi-Sing Leung, Kevin Ho:
  On Node-Fault-Injection Training of an RBF Network. 324-331
  

Kernel Methods and SVM

• Lu Ren, Artur S. d'Avila Garcez:
  Symbolic Knowledge Extraction from Support Vector Machines: A Geometric Approach. 335-343
  
• Yoshitaka Moriguchi, Kazuhiro Hotta, Haruhisa Takahashi:
  Asbestos Detection from Microscope Images Using Support Vector Random Field of Local Color Features. 344-352
  
• Jyun-ichiro Tomita, Yuzo Hirai:
  Acoustic Echo Cancellation Using Gaussian Processes. 353-360
  
• Hinata Kuba, Kazuhiro Hotta, Haruhisa Takahashi:
  Automatic Particle Detection and Counting by One-Class SVM from Microscope Image. 361-368
  
• Mika Takata, Yasuo Matsuyama:
  Protein Folding Classification by Committee SVM Array. 369-377
  
• Cheng-Yuan Liou, Wei-Chen Cheng:
  Implementation of the MLP Kernel. 378-385
  
• Adriana da Costa F. Chaves, Marley B. R. Vellasco, Ricardo Tanscheit:
  Fuzzy Rules Extraction from Support Vector Machines for Multi-class Classification with Feature Selection. 386-393
  
• A. Vijaya Rama Raju, C. Chandra Sekhar:
  An SVM Based Approach to Cross-Language Adaptation for Indian Languages. 394-401
  
• Ignacio Álvarez, Míriam López, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Carlos García Puntonet, Fermín Segovia:
  Automatic Classification System for the Diagnosis of Alzheimer Disease Using Component-Based SVM Aggregations. 402-409
  
• Javier Ramírez, Juan Manuel Górriz, Míriam López, Diego Salas-Gonzalez, Ignacio Álvarez, Fermín Segovia, Carlos García Puntonet:
  Early Detection of the Alzheimer Disease Combining Feature Selection and Kernel Machines. 410-417
  
• Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Míriam López, Ignacio Álvarez, Fermín Segovia, Carlos García Puntonet:
  Computer Aided Diagnosis of Alzheimer Disease Using Support Vector Machines and Classification Trees. 418-425
  
• Lisha Sun, Lanxin Lin, Chunhao Lin:
  Modeling and Prediction of Nonlinear EEG Signal Using Local SVM Method. 426-433
  

Neural Networks as a Soft Computing Technology

• Abraham Gutierrez, Soledad Delgado, Luis Fernández:
  Suitability of Using Self-Organizing Neural Networks in Configuring P-System Communications Architectures. 437-444
  
• Mohd Hafez Hilmi Harun, Muhammad Murtadha Othman, Ismail Musirin:
  Short Term Load Forecasting (STLF) Using Artificial Neural Network Based Multiple Lags of Time Series. 445-452
  
• Miroslaw Kordos:
  Neural Network Regression for LHF Process Optimization. 453-460
  
• Marcelo F. Corrêa, Marley Maria Bernardes Rebuzzi Vellasco, Karla Figueiredo, Pedro C. G. da S. Vellasco:
  Trading Strategy in Foreign Exchange Market Using Reinforcement Learning Hierarchical Neuro-Fuzzy Systems. 461-468
  
• Zainal Ahmad, Rabiatul Adawiah Mat Noor:
  Improving Multi Step-Ahead Model Prediction through Backward Elimination Method in Multiple Neural Networks Combination. 469-476
  
• Kuncup Iswandy, Andreas König:
  A Novel Adaptive Resource-Aware PNN Algorithm Based on Michigan-Nested Pittsburgh PSO. 477-484
  
• Nthabiseng Hlalele, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala:
  Imputation of Missing Data Using PCA, Neuro-Fuzzy and Genetic Algorithms. 485-492
  
• Yongming Li, Xiaoping Zeng:
  Feature Selection Method with Multi-Population Agent Genetic Algorithm. 493-500
  
• Fengqin Yang, Changhai Zhang, Tieli Sun:
  Particle Swarm Optimization and Differential Evolution in Fuzzy Clustering. 501-508
  
• Patrick Low Tiong Kie, Lau Bee Theng:
  Intelligent Control of Heating, Ventilating and Air Conditioning Systems. 509-516
  
• Lesedi Melton Masisi, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala:
  Investigating Ensemble Weight and the Certainty Distributions for Indicating Structural Diversity. 517-524
  

Neural Networks and Pattern Recognition

• Zhifeng Liu, Reinhard Klette:
  Dynamic Programming Stereo on Real-World Sequences. 527-534
  
• Linlu Wang, Xiaodong Gu, Yuanyuan Wang, LiMing Zhang:
  Happy-Sad Expression Recognition Using Emotion Geometry Feature and Support Vector Machine. 535-542
  
• Sanghamitra Bandyopadhyay, Sriparna Saha:
  A New Principal Axis Based Line Symmetry Measurement and Its Application to Clustering. 543-550
  
• Nina Zhou, Lipo Wang:
  Class-Dependent Feature Selection for Face Recognition. 551-558
  
• Nicolau Gonçalves, Janne Nikkilä, Ricardo Vigário:
  Partial Clustering for Tissue Segmentation in MRI. 559-566
  
• Sven Hellbach, Julian Eggert, Edgar Körner, Horst-Michael Gross:
  Time Series Analysis for Long Term Prediction of Human Movement Trajectories. 567-574
  
• V. M. M. Vieira, Gavin J. Kane, Rüdiger Marmulla, Jörg Raczkowsky, Georg Eggers:
  Error Analysis of a Sub-millimeter Real-Time Target Recognition System with a Moving Camera. 575-582
  
• Eiji Uchino, Noriaki Suetake, Takanori Koga, Shohei Ichiyama, Genta Hashimoto, Takafumi Hiro, Masunori Matsuzaki:
  Automatic Plaque Boundary Extraction in Intravascular Ultrasound Image by Fuzzy Inference with Adaptively Allocated Membership Functions. 583-590
  
• Lau Bee Theng:
  Gabor Neural Network Based Facial Expression Recognition for Assistive Speech Expression. 591-598
  
• Ee Lee Ng, Mei Kuan Lim, Tomás Maul, Weng-Kin Lai:
  Investigations into Particle Swarm Optimization for Multi-class Shape Recognition. 599-606
  
• Katarzyna Musial, Krzysztof Juszczyszyn, Bogdan Gabrys, Przemyslaw Kazienko:
  Patterns of Interactions in Complex Social Networks Based on Coloured Motifs Analysis. 607-614
  
• Wim De Mulder, Stefan Schliebs, René Boel, Martin Kuiper:
  Initialization Dependence of Clustering Algorithms. 615-622
  
• Jun Ma:
  Boundary Detection from Spectral Information. 623-630
  
• Mohamad Faizal Bin Samsudin, Katsunari Shibata:
  Improvement of Practical Recurrent Learning Method and Application to a Pattern Classification Task. 631-638
  
• Brijesh Verma, Hong Lee, John Zakos:
  An Automatic Intelligent Language Classifier. 639-646
  
• Xiao-Chen Lian, Bao-Liang Lu:
  Gender Classification by Combining Facial and Hair Information. 647-654
  
• Dingyun Zhu, B. Sumudu U. Mendis, Tom Gedeon, Akshay Asthana, Roland Goecke:
  A Hybrid Fuzzy Approach for Human Eye Gaze Pattern Recognition. 655-662
  
• Takashi Onoda, Norihiko Ito, Hironobu Yamasaki:
  Interactive Trouble Condition Sign Discovery for Hydroelectric Power Plants. 663-670
  
• Atsuo Nomoto, Kazuhiro Hotta, Haruhisa Takahashi:
  An Asbestos Counting Method from Microscope Images of Building Materials Using Summation Kernel of Color and Shape. 671-678
  
• Shunsuke Kobayakawa, Hirokazu Yokoi:
  Evaluation of Prediction Capability of Non-recursion Type 2nd-order Volterra Neuron Network for Electrocardiogram. 679-686
  
• Tzu-Chao Lin, Mu-kun Liu, Chien-Ting Yeh:
  A New ART-LMS Neural Network for the Image Restoration. 687-694
  
• Tao Gao, Zheng-guang Liu, Wen-chun Gao, Jun Zhang:
  Moving Vehicle Tracking Based on SIFT Active Particle Choosing. 695-702
  
• Nobuo Matsuda, Jorma Laaksonen, Fumiaki Tajima, Hideaki Sato:
  Classification of Fundus Images for Diagnosing Glaucoma by Self-Organizing Map and Learning Vector Quantization. 703-710
  
• Liying Ma:
  Facial Expression Recognition Techniques Using Constructive Feedforward Neural Networks and K-Means Algorithm. 711-719
  
• Matteo Cacciola, Maurizio Fiasché, Giuseppe Megali, Francesco Carlo Morabito, Mario Versaci:
  A Neural Network Based Classification of Human Blood Cells in a Multiphysic Framework. 720-727
  
• Pretesh B. Patel, Tshilidzi Marwala:
  Caller Interaction Classification: A Comparison of Real and Binary Coded GA-MLP Techniques. 728-735
  
• Tao Gao, Zheng-guang Liu, Wen-chun Gao, Jun Zhang:
  A Robust Technique for Background Subtraction in Traffic Video. 736-744
  
• Jing Yi Tou, Yong Haur Tay, Phooi Yee Lau:
  Gabor Filters as Feature Images for Covariance Matrix on Texture Classification Problem. 745-751
  
• Jaisheel Mistry, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala:
  Investigating Demographic Influences for HIV Classification Using Bayesian Autoassociative Neural Networks. 752-759
  
• Hassab Elgawi Osman:
  Hardware-Based Solutions Utilizing Random Forests for Object Recognition. 760-767
  
• Yu Ma, Xiaodong Gu, Yuanyuan Wang:
  A Neural Oscillation Model for Contour Separation in Color Images. 768-775
  
• Hiroaki Kurokawa, Shuzo Kaneko, Masato Yonekawa:
  A Color Image Segmentation Using Inhibitory Connected Pulse Coupled Neural Network. 776-783
  
• Satoru Morita:
  Generating Saliency Map Related to Motion Based on Self-organized Feature Extracting. 784-791
  
• Paul C. Conilione, Dianhui Wang:
  Intelligent Face Image Retrieval Using Eigenpaxels and Learning Similarity Metrics. 792-799
  
• Roberto Antonio Vázquez, Juan Humberto Sossa Azuela, Beatriz A. Garro:
  The Role of the Infant Vision System in 3D Object Recognition. 800-807
  
• Yen San Yong, Hock Woon Hon, Yasir Salih Osman, Ching Hau Chan, Siu Jing Then, Sheau Wei Chau:
  Virtual Fence for a Surveillance System. 808-815
  
• Stefan W. Roeder, Matthias Richter, Olf Herbarth:
  Application of mnSOM on Linking External Exposure to Internal Load. 816-823
  

Neuromorphic Hardware and Embedded Neural Networks

• Andreas König:
  Automated and Holistic Design of Intelligent and Distributed Integrated Sensor Systems with Self-x Properties for Applications in Vision, Robotics, Smart Environments, and Culinary Assistance Systems. 827-834
  
• Hiroomi Hikawa, Hirotada Fujimura:
  Hardware Design of Japanese Hand Sign Recognition System. 835-842
  
• Michihiro Hori, Michihito Ueda:
  Blind Source Separation System Using Stochastic Arithmetic on FPGA. 843-850
  
• Gessyca Maria Tovar, Tetsuya Asai, Yoshihito Amemiya:
  Noise-Tolerant Analog Circuits for Sensory Segmentation Based on Symmetric STDP Learning. 851-858
  
• Mauricio Kugler, Victor Alberto Parcianello Benso, Susumu Kuroyanagi, Akira Iwata:
  A Novel Approach for Hardware Based Sound Classification. 859-866
  
• B. K. Tripathi, B. Chandra, Prem Kumar Kalra:
  The Generalized Product Neuron Model in Complex Domain. 867-876
  
• Katsutoshi Saeki, Ryo Shimizu, Yoshifumi Sekine:
  Pulse-Type Hardware Neural Network with Two Time Windows in STDP. 877-884
  
• Ruxandra L. Costea, Corneliu A. Marinov:
  Time Evaluation for WTA Hopfield Type Circuits Affected by Cross-Coupling Capacitances. 885-892
  
• Victor J. Martínez, Abraham Gutierrez, Luis Fernando de Mingo López:
  Circuit FPGA for Active Rules Selection in a Transition P System Region. 893-900
  

Machine Learning and Information Algebra

• Daisuke Kaji, Sumio Watanabe:
  Model Selection Method for AdaBoost Using Formal Information Criteria. 903-910
  
• Alexandra Scherbart, Tim W. Nattkemper:
  The Diversity of Regression Ensembles Combining Bagging and Random Subspace Method. 911-918
  
• Kevin Ho, Chi-Sing Leung, John Sum:
  On Weight-Noise-Injection Training. 919-926
  
• Patrick Low Tiong Kie, Lau Bee Theng:
  Intelligent Control of Heating, Ventilating and Air Conditioning Systems. 927-934
  
• Pei Ling Lai, Colin Fyfe:
  Bregman Divergences and Multi-dimensional Scaling. 935-942
  
• Ryotaro Kamimura:
  Collective Activations to Generate Self-Organizing Maps. 943-950
  
• Junichiro Hirayama, Shin Ishii:
  A Closed-Form Estimator of Fully Visible Boltzmann Machines. 951-959
  
• Sven Rebhan, Waqas Sharif, Julian Eggert:
  Incremental Learning in the Non-negative Matrix Factorization. 960-969
  
• Hiroki Utsunomiya, Katsunari Shibata:
  Contextual Behaviors and Internal Representations Acquired by Reinforcement Learning with a Recurrent Neural Network in a Continuous State and Action Space Task. 970-978
  
• François B. Vialatte, Jordi Solé i Casals, Monique Maurice, Charles-Francois Vincent Latchoumane, Nigel Hudson, Sunil Wimalaratna, Jaeseung Jeong, Andrzej Cichocki:
  Improving the Quality of EEG Data in Patients with Alzheimer's Disease Using ICA. 979-986
  
• Zhijian Yuan:
  Global Minimization of the Projective Nonnegative Matrix Factorization. 987-993
  
• Ling-Zhi Liao:
  Learning Sparse Representations Using a Parametric Cauchy Density. 994-1002
  
• Qingshan Liu, Jun Wang:
  A One-Layer Recurrent Neural Network for Non-smooth Convex Optimization Subject to Linear Equality Constraints. 1003-1010
  

Brain-Computer Interface

• Hiromu Takahashi, Tomohiro Yoshikawa, Takeshi Furuhashi:
  A Study on Application of Reliability Based Automatic Repeat Request to Brain Computer Interfaces. 1013-1020
  
• Arao Funase, Motoaki Mouri, Tohru Yagi, Andrzej Cichocki, Ichi Takumi:
  Analysis on Saccade-Related Independent Components by Various ICA Algorithms for Developing BCI. 1021-1028
  
• Tomoya Tamei, Tomohiro Shibata:
  Policy Gradient Learning of Cooperative Interaction with a Robot Using User's Biological Signals. 1029-1037
  
• Li-Wei Ko, I-Ling Tsai, Fu-Shu Yang, Jen-Feng Chung, Shao-Wei Lu, Tzyy-Ping Jung, Chin-Teng Lin:
  Real-Time Embedded EEG-Based Brain-Computer Interface. 1038-1045
  

Neural Network Implementations

• Andrew D. Brown, David R. Lester, Luis A. Plana, Steve Furber, Peter R. Wilson:
  SpiNNaker: The Design Automation Problem. 1049-1056
  
• Alexander D. Rast, Xin Jin, Mukaram Khan, Steve Furber:
  The Deferred Event Model for Hardware-Oriented Spiking Neural Networks. 1057-1064
  
• Jun Igarashi, Satoshi Sonoh, Takanori Koga:
  Particle Swarm Optimization with SIMD-Oriented Fast Mersenne Twister on the Cell Broadband Engine. 1065-1071
  
• Sun-Wook Choi, Chong Ho Lee:
  DNA Computing Hardware Design and Application to Multiclass Cancer Data. 1072-1079