14. ICONIP 2007: Kitakyushu, Japan

Statistical and Pattern Recognition Algorithms

• Kunihiko Fukushima:
  Interpolating Vectors: Powerful Algorithm for Pattern Recognition. 1-10
  
• Venkataramana B. Kini, C. Chandra Sekhar:
  Multi-Scale Kernel Latent Variable Models for Nonlinear Time Series Pattern Matching. 11-20
  
• Ewaldo Eder Santana, André Borges Cavalcante, Marcio de O. Santos, Allan Kardec Barros, R. C. S. Freire:
  On-line Algorithm for Extraction of Specific Signals with Temporal Structure. 21-29
  
• Ukrit Watchareeruetai, Yoshinori Takeuchi, Tetsuya Matsumoto, Hiroaki Kudo, Noboru Ohnishi:
  Modified Lawn Weed Detection: Utilization of Edge-Color Based SVM and Grass-Model Based Blob Inspection Filterbank. 30-39
  
• Shuichi Kurogi, Naoko Nedachi, Yuki Funatsu:
  Reproduction and Recognition of Vowel Signals Using Single and Bagging Competitive Associative Nets. 40-49
  
• Takeshi Kawasaki, Hironobu Takano, Kiyomi Nakamura:
  Orientation Recognition of Iris Pattern. 50-56
  
• Fujiki Morii:
  Clustering Based on LVQ and a Split and Merge Procedure. 57-66
  
• Kenji Nagata, Sumio Watanabe:
  Experimental Analysis of Exchange Ratio in Exchange Monte Carlo Method. 67-76
  
• Kei Akiyama, Zhi Wei Luo, Masaki Onishi, Shigeyuki Hosoe, Kouichi Taji, Yoji Uno:
  Video Restoration with Motion Prediction Based on the Multiresolution Wavelet Analysis. 77-86
  

Neuromorphic Hardware and Implementations

• Hiroyuki Torikai:
  Fundamental Analysis of a Digital Spiking Neuron for Its Spike-Based Coding. 87-96
  
• Jae-Sung Kong, Dong-Kyu Sung, Hyo-Young Hyun, Jang-Kyoo Shin:
  A 160×120 Edge Detection Vision Chip for Neuromorphic Systems Using Logarithmic Active Pixel Sensor with Low Power Dissipation. 97-106
  
• Hirotsugu Okuno, Tetsuya Yagi:
  A Robot Vision System for Collision Avoidance Using a Bio-inspired Algorithm. 107-116
  
• Gessyca Maria Tovar, Eric Shun Fukuda, Tetsuya Asai, Tetsuya Hirose, Yoshihito Amemiya:
  Analog CMOS Circuits Implementing Neural Segmentation Model Based on Symmetric STDP Learning. 117-126
  
• Hee-Sang Ko, Min-Jae Kang, Chang-Jin Boo, Chong-Keun Jwa, Sang-Soo Kang, Ho-Chan Kim:
  Power Quality Control of Hybrid Wind Power Generation System Using Fuzzy-Robust Controller. 127-136
  
• Hiroomi Hikawa, Kaori Kugimiya:
  A New Hardware Friendly Vector Distance Evaluation Function for Vector Classifiers. 137-146
  

Robotics

• Sajal Chandra Banik, Keigo Watanabe, Kiyotaka Izumi:
  Intelligent Behavior Generation of Benevolent Agents with a Stochastic Model of Emotion. 147-156
  
• Jeffrey L. Krichmar, Gerald M. Edelman:
  Design Principles and Constraints Underlying the Construction of Brain-Based Devices. 157-166
  
• Eiji Uchibe, Kenji Doya:
  Finding Exploratory Rewards by Embodied Evolution and Constrained Reinforcement Learning in the Cyber Rodents. 167-176
  
• Hiroaki Wagatsuma, Yoko Yamaguchi:
  Context-Dependent Adaptive Behavior Generated in the Theta Phase Coding Network. 177-184
  
• Takashi Omori, Ayami Yokoyama, Hiroyuki Okada, Satoru Ishikawa, Yugo Nagata:
  Computational Modeling of Human-Robot Interaction Based on Active Intention Estimation. 185-192
  
• Tetsunari Inamura, Tomohiro Shibata:
  Interpolation and Extrapolation of Motion Patterns in the Proto-symbol Space. 193-202
  
• Hideki Kadone, Yoshihiko Nakamura:
  Symbolic Memory of Motion Patterns by an Associative Memory Dynamics with Self-organizing Nonmonotonicity. 203-213
  
• Erhan Oztop, Jan Babic, Joshua G. Hale, Gordon Cheng, Mitsuo Kawato:
  From Biologically Realistic Imitation to Robot Teaching Via Human Motor Learning. 214-221
  
• Hisashi Kanda, Tetsuya Ogata, Kazunori Komatani, Hiroshi G. Okuno:
  Vowel Imitation Using Vocal Tract Model and Recurrent Neural Network. 222-232
  
• Jan Peters, Stefan Schaal:
  Policy Learning for Motor Skills. 233-242
  
• Tadashi Tsubone, Kenichi Kurimoto, Koichi Sugiyama, Yasuhiro Wada:
  Task Learning Based on Reinforcement Learning in Virtual Environment. 243-253
  

Data Mining and Knowledge Discovery

• Cheng-Yuan Liou, Wei-Chen Cheng:
  Resolving Hidden Representations. 254-263
  
• Tao Ban:
  Using Genetic Algorithm to Balance the D-Index Algorithm for Metric Search. 264-273
  
• Peter K. Kihato, Heizo Tokutaka, Masaaki Ohkita, Kikuo Fujimura, Kazuhiko Kotani, Yoichi Kurozawa, Yoshio Maniwa:
  Spherical and Torus SOM Approaches to Metabolic Syndrome Evaluation. 274-284
  
• Jacek Biesiada, Wlodzislaw Duch:
  A Kolmogorov-Smirnov Correlation-Based Filter for Microarray Data. 285-294
  
• Kazushi Ikeda, Kazunori Iwata:
  Information Geometry and Information Theory in Machine Learning. 295-304
  
• Antti Honkela, Matti Tornio, Tapani Raiko, Juha Karhunen:
  Natural Conjugate Gradient in Variational Inference. 305-314
  
• Jun-Mei Yang, Hideaki Sakai:
  A Robust ICA-Based Adaptive Filter Algorithm for System Identification Using Stochastic Information Gradient. 315-325
  
• Kumiko Maebashi, Nobuo Suematsu, Akira Hayashi:
  Component Reduction for Hierarchical Mixture Model Construction. 326-335
  
• Hiroyuki Narita, Yasumasa Sawamura, Akira Hayashi:
  Learning a Kernel Matrix for Time Series Data from DTW Distances. 336-345
  
• Cheng-Yuan Liou, Cheng-Jung Ho:
  Neural Network Method for Protein Structure Search Using Cell-Cell Adhesion. 346-355
  
• Cheng-Fa Tsai, Chia-Chen Yen:
  Unsupervised Anomaly Detection Using HDG-Clustering Algorithm. 356-365
  
• B. Chandra, Gaurav Saxena:
  A New Association Rule Mining Algorithm. 366-375
  
• Tao Yang, Jia Ma, Zeng-Guang Hou, Gang Peng, Min Tan:
  A Multi-agent Architecture Based Cooperation and Intelligent Decision Making Method for Multirobot Systems. 376-385
  
• Daniel P. Playne, Vrushank D. Mehta, Napoleon H. Reyes, Andre L. C. Barczak:
  Hybrid Fuzzy Colour Processing and Learning. 386-395
  
• Seiichi Ozawa, Shaoning Pang, Nikola Kasabov:
  Adaptive Face Recognition System Using Fast Incremental Principal Component Analysis. 396-405
  
• Simei Gomes Wysoski, Lubica Benuskova, Nikola Kasabov:
  Adaptive Spiking Neural Networks for Audiovisual Pattern Recognition. 406-415
  
• Boris Bacic, Nikola Kasabov, Stephen G. MacDonell, Shaoning Pang:
  Evolving Connectionist Systems for Adaptive Sport Coaching. 416-425
  
• Ting Zhou, Zhenhong Jia, Xiuling Liu:
  A Novel Chaotic Neural Network for Function Optimization. 426-433
  
• Pitoyo Hartono:
  Interpretable Piecewise Linear Classifier. 434-443
  
• Shin-ichi Ito, Yasue Mitsukura, Hiroko Nakamura Miyamura, Takafumi Saito, Minoru Fukumi:
  A Visualization of Genetic Algorithm Using the Pseudo-color. 444-452
  
• Gourab Kundu, Sirajum Munir, Md. Faizul Bari, Md. Monirul Islam, Kazuyuki Murase:
  A Novel Algorithm for Associative Classification. 453-459
  

Real World Applications

• Fatih Onur Hocaoglu, Ömer Nezih Gerek, Mehmet Kurban:
  Solar Radiation Data Modeling with a Novel Surface Fitting Approach. 460-467
  
• Hee-Sang Ko, Min-Jae Kang, Ho-Chan Kim:
  Electricity Quality Control of an Independent Power System Based on Hybrid Intelligent Controller. 468-477
  
• Bruce J. Vanstone, Gavin R. Finnie:
  Enhancing Existing Stockmarket Trading Strategies Using Artificial Neural Networks: A Case Study. 478-487
  
• Deniz Erdogmus, Umut Ozertem:
  Nonlinear Coordinate Unfolding Via Principal Curve Projections with Application to Nonlinear BSS. 488-497
  
• Mitsuru Kawamoto, Yujiro Inouye, Kiyotaka Kohno:
  Blind Deconvolution of MIMO-IIR Systems: A Two-Stage EVA. 498-508
  
• Masanori Ito, Noboru Ohnishi, Ali Mansour, Mitsuru Kawamoto:
  Blind Source Separation Coping with the Change of the Number of Sources. 509-518
  
• Rafal Zdunek, Andrzej Cichocki:
  Blind Image Separation Using Nonnegative Matrix Factorization with Gibbs Smoothing. 519-528
  
• Cristiane C. S. da Silva, Daniel Duarte Costa, Aristófanes Corrêa Silva, Allan Kardec Barros:
  Diagnosis of Lung Nodule Using Independent Component Analysis in Computerized Tomography Images. 529-538
  
• Masahiro Saito, Masafumi Hagiwara:
  A Knowledge Processing Neural Network Based on Automatic Concept Hierarchization. 539-548
  
• Xiaodong Gu:
  Classification Using Multi-valued Pulse Coupled Neural Network. 549-558
  
• Hirotake Esaki, Taizo Umezaki, Tetsumi Horikoshi:
  Detection for Pickup Errors by Artificial Neural Networks. 559-568
  
• Koichi Ikuta, Hiroshi Kage, Kazuhiko Sumi, Ken-ichi Tanaka, Kazuo Kyuma:
  SOM-Based Continuous Category Learning for Age Classification by Facial Images. 569-576
  
• Mauricio Kugler, Kaname Iwasa, Victor Alberto Parcianello Benso, Susumu Kuroyanagi, Akira Iwata:
  A Complete Hardware Implementation of an Integrated Sound Localization and Classification System Based on Spiking Neural Networks. 577-587
  
• Hiroaki Inayoshi, Takio Kurita:
  Binarizing Training Samples with Multi-threshold for Viola-Jones Face Detector. 588-597
  
• Takuya Kobayashi, Akinori Hidaka, Takio Kurita:
  Selection of Histograms of Oriented Gradients Features for Pedestrian Detection. 598-607
  
• Mayuko Okayama, Nozomi Oka, Keisuke Kameyama:
  Relevance Optimization in Image Database Using Feature Space Preference Mapping and Particle Swarm Optimization. 608-617
  
• Hotaka Takizawa:
  3-D Shape Reconstruction from Stereovision Data Using Object-Consisted Markov Random Field Model. 618-627
  
• Kenji Iwata, Yutaka Satoh, Takumi Kobayashi, Ikushi Yoda, Nobuyuki Otsu:
  Application of the Unusual Motion Detection Using CHLAC to the Video Surveillance. 628-636
  
• Yoshiki Yamaguchi, Noriyuki Aibe, Moritoshi Yasunaga, Yorihisa Yamamoto, Takaaki Awano, Ikuo Yoshihara:
  Bio-Inspired Functional Asymmetry Camera System. 637-646
  
• Jean-Julien Aucouturier, Yuta Ogai, Takashi Ikegami:
  Making a Robot Dance to Music Using Chaotic Itinerancy in a Network of FitzHugh-Nagumo Neurons. 647-656
  
• Yuki Ogata, Takehisa Onisawa:
  Interactive Clothes Design Support System. 657-665
  
• Tamás D. Gedeon:
  Neural Network for Modeling Esthetic Selection. 666-674
  
• Kok Wai Wong:
  Adaptive Computer Game System Using Artificial Neural Networks. 675-682
  
• Cheng-Yuan Liou, Wei-Chen Cheng:
  Manifold Construction by Local Neighborhood Preservation. 683-692
  
• Jaco A. Jordaan, Anton van Wyk, Ben van Wyk:
  Nonparametric Time-Varying Phasor Estimation Using Neural Networks. 693-702
  
• M. Kurban, U. Basaran Filik:
  A New Approach for Next Day Load Forecasting Integrating Artificial Neural Network Model with Weighted Frequency Bin Blocks. 703-712
  
• M. W. Siti, D. V. Nicolae, Jaco A. Jordaan, A. A. Jimoh:
  Distribution Feeder Phase Balancing Using Newton-Raphson Algorithm-Based Controlled Active Filter. 713-720
  
• M. W. Siti, A. A. Jimoh, Jaco A. Jordaan, D. V. Nicolae:
  The Use of Support Vector Machine for Phase Balancing in the Distribution Feeder. 721-729
  
• Mitsunaga Kinjo, Shigeo Sato, Koji Nakajima:
  Energy Dissipation Effect on a Quantum Neural Network. 730-737
  

Cognitive and Hybrid Intelligent Systems

• Helmar Gust, Kai-Uwe Kühnberger, Peter Geibel:
  Learning and Memorizing Models of Logical Theories in a Hybrid Learning Device. 738-748
  
• Shin-ichi Asakawa:
  Mixtures of Experts: As an Attempt to Integrate the Dual Route Cascaded and the Triangle Models for Reading English Words. 749-758
  
• Teijiro Isokawa, Haruhiko Nishimura, Naotake Kamiura, Nobuyuki Matsui:
  A Multilayered Scheme of Bidirectional Associative Memory for Multistable Perception. 759-768
  
• Pawel Majewski, Julian Szymanski:
  Text Categorization with Semantic Commonsense Knowledge: First Results. 769-778
  
• Peter Geibel, Olga Pustylnikov, Alexander Mehler, Helmar Gust, Kai-Uwe Kühnberger:
  Classification of Documents Based on the Structure of Their DOM Trees. 779-788
  

Bioinformatics

• Nina Zhou, Lipo Wang:
  Perfect Population Classification on Hapmap Data with a Small Number of SNPs. 789-797
  
• Kenji Watanabe, Takio Kurita:
  Automatic Factorization of Biological Signals Measured by Fluorescence Correlation Spectroscopy Using Non-negative Matrix Factorization. 798-806
  
• Yoshihiro Mori, Yasuaki Kuroe, Takehiro Mori:
  Controller Design Method of Gene Networks by Network Learning and Its Performance Evaluation. 807-816
  
• Yuki Tsukada, Yuichi Sakumura, Shin Ishii:
  Quantitative Morphodynamic Analysis of Time-Lapse Imaging by Edge Evolution Tracking. 817-826
  
• Yang Yang, Bao-Liang Lu:
  Incorporating Domain Knowledge into a Min-Max Modular Support Vector Machine for Protein Subcellular Localization. 827-836
  
• Jyh-Yeong Chang, Jia-Jie Shyu, Yi-Xiang Shi:
  Fuzzy K-Nearest Neighbor Classifier to Predict Protein Solvent Accessibility. 837-845
  
• Yingjie Hu, Nikola Kasabov:
  Ontology-Based Framework for Personalized Diagnosis and Prognosis of Cancer Based on Gene Expression Data. 846-855
  
• Jin-Hyuk Hong, Sung-Bae Cho:
  Ensemble Neural Networks with Novel Gene-Subsets for Multiclass Cancer Classification. 856-865
  
• Yu-Shuen Tsai, I-Fang Chung, Chin-Teng Lin, Nikhil R. Pal:
  Identification of Different Sets of Biomarkers for Diagnostic Classification of Cancers. 866-875
  
• Stefan W. Roeder, Matthias Richter, Olf Herbarth:
  Model Screening: How to Choose the Best Fitting Regression Model?. 876-883
  

Neuroinformatics

• Shiro Usui, Teiichi Furuichi, Hiroyoshi Miyakawa, Hidetoshi Ikeno, Soichi Nagao, Toshio Iijima, Yoshimi Kamiyama, Tadashi Isa, Ryoji Suzuki, Hiroshi Ishikane:
  Japanese Neuroinformatics Node and Platforms. 884-894
  
• Ryoji Suzuki, Kazuhisa Niki, Norio Fujimaki, Shinobu Masaki, Kazuhisa Ichikawa, Shiro Usui:
  Neuro-Imaging Platform for Neuroinformatics. 895-904
  
• Hidetoshi Ikeno, Ryohei Kanzaki, Hitoshi Aonuma, Masakazu Takahata, Makoto Mizunami, Kouji Yasuyama, Nobuyuki Matsui, Fumio Yokohari, Shiro Usui:
  Development of Invertebrate Brain Platform: Management of Research Resources for Invertebrate Neuroscience and Neuroethology. 905-914
  
• Sangkyun Lee, Soo-Young Lee:
  ICA-Based Spatio-temporal Features for EEG Signals. 915-920
  
• Charles-Francois Vincent Latchoumane, Emmanuel C. Ifeachor, Nigel R. Hudson, Sunil Wimalaratna, Jaeseung Jeong:
  Dynamical Nonstationarity Analysis of Resting EEGs in Alzheimer's Disease. 921-929
  
• Hyoungkyu Kim, Jaeseung Jeong:
  Computational Modeling of Circadian Rhythms in Suprachiasmatic Nucleus Neurons. 930-939
  
• Minho Lee, Sang-Woo Ban:
  Incremental Knowledge Representation Based on Visual Selective Attention. 940-949
  
• Kyung-Joong Kim, Sung-Bae Cho:
  Integrated Model for Informal Inference Based on Neural Networks. 950-959
  

Brain-Conputer Interfaces

• Nugraha P. Utama, Atsushi Takemoto, Yasuharu Koike, Katsuki Nakamura:
  Serial Processing of Emotional Type and Intensity: Evidence from an ERP Study. 960-968
  
• Tadashi Tsubone, Kiyotaka Tsutsui, Takeo Muroga, Yasuhiro Wada:
  Estimation of Force Motor Command to Control Robot by NIRS-Based BCI. 969-978
  
• Yohei Otaka, Rieko Osu, Mitsuo Kawato, Meigen Liu, Satoshi Murata, Yukiyasu Kamitani:
  Decoding Syllables from Human fMRI Activity. 979-986
  
• Kyuwan Choi, Hideaki Hirose, Yoshio Sakurai, Toshio Iijima, Yasuharu Koike:
  Prediction of Arm Trajectory from the Neural Activities of the Primary Motor Cortex Using a Modular Artificial Neural Network Model. 987-996
  
• Ryohei P. Hasegawa, Yukako T. Hasegawa, Mark A. Segraves:
  Prediction of a Go/No-go Decision from Single-Trial Activities of Multiple Neurons in Monkey Superior Colliculus. 997-1006
  

Novel Approaches

• Kyung-Joong Kim, Sung-Bae Cho:
  Diverse Evolutionary Neural Networks Based on Information Theory. 1007-1016
  
• Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase:
  Diversity-Based Feature Selection from Neural Network with Low Computational Cost. 1017-1026
  
• Akihiro Toda, Hiroshi Imamizu, Masa-aki Sato, Yasuhiro Wada, Mitsuo Kawato:
  Reconstruction of Temporal Movement from Single-trial Non-invasive Brain Activity: A Hierarchical Bayesian Method. 1027-1036
  
• Han Sun, Liqing Zhang:
  Subject-Adaptive Real-Time BCI System. 1037-1046
  
• Hiroshi Wakuya, Mari Miyazaki:
  A Study on Scheduling Function of a Magnetic Parameter in a Virtual Magnetic Diminuendo Method. 1047-1054
  
• Young-Min Jang, Sang-Woo Ban, Minho Lee:
  Stereo Saliency Map Considering Affective Factors in a Dynamic Environment. 1055-1064
  
• Ken Yamane, Takashi Hasuo, Masahiko Morita:
  Inference Based on Distributed Representations Using Trajectory Attractors. 1065-1074
  
• M. Aziz Muslim, Masumi Ishikawa, Tetsuo Furukawa:
  Task Segmentation in a Mobile Robot by mnSOM and Clustering with Spatio-temporal Contiguity. 1075-1084
  

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