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14th ICONIP 2007: Kitakyushu, Japan
- Masumi Ishikawa, Kenji Doya, Hiroyuki Miyamoto, Takeshi Yamakawa:
Neural Information Processing, 14th International Conference, ICONIP 2007, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers, Part II. Lecture Notes in Computer Science 4985, Springer 2008, ISBN 978-3-540-69159-4
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
On-line Algorithm for Extraction of Specific Signals with Temporal Structure. 21-29 - Ukrit Watchareeruetai
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
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 Öztop
From Biologically Realistic Imitation to Robot Teaching Via Human Motor Learning. 214-221 - Hisashi Kanda, Tetsuya Ogata
Vowel Imitation Using Vocal Tract Model and Recurrent Neural Network. 222-232 - Jan Peters
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
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
A Kolmogorov-Smirnov Correlation-Based Filter for Microarray Data. 285-294 - Kazushi Ikeda
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
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
Adaptive Face Recognition System Using Fast Incremental Principal Component Analysis. 396-405 - Simei Gomes Wysoski, Lubica Benuskova, Nikola K. Kasabov
Adaptive Spiking Neural Networks for Audiovisual Pattern Recognition. 406-415 - Boris Bacic, Nikola K. Kasabov
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
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
Blind Image Separation Using Nonnegative Matrix Factorization with Gibbs Smoothing. 519-528 - Cristiane Cristina Sousa da Silva, Daniel Duarte Costa, Aristófanes Corrêa Silva
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
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
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
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 - Mehmet 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, Dan 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
The Use of Support Vector Machine for Phase Balancing in the Distribution Feeder. 721-729 - Mitsunaga Kinjo, Shigeo Sato
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
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 K. Kasabov
Ontology-Based Framework for Personalized Diagnosis and Prognosis of Cancer Based on Gene Expression Data. 846-855 - Jin-Hyuk Hong
Ensemble Neural Networks with Novel Gene-Subsets for Multiclass Cancer Classification. 856-865 - Yu-Shuen Tsai, I-Fang Chung, Chin-Teng Lin
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
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
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-François Vincent Latchoumane
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
Integrated Model for Informal Inference Based on Neural Networks. 950-959
Brain-Conputer Interfaces
- Nugraha P. Utama
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
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
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
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 - Muhammad Aziz Muslim
Task Segmentation in a Mobile Robot by mnSOM and Clustering with Spatio-temporal Contiguity. 1075-1084
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