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15th ICONIP 2008: Auckland, New Zealand
- Mario Köppen, Nikola K. Kasabov, George G. Coghill:
Advances in Neuro-Information Processing, 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part II. Lecture Notes in Computer Science 5507, Springer 2009, ISBN 978-3-642-03039-0
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 Nunes 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
Comparison of Cluster Algorithms for the Analysis of Text Data Using Kolmogorov Complexity. 61-69 - Pawel Matykiewicz, Wlodzislaw Duch
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
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
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
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
A Back-Propagation Training Method for Multilayer Pulsed Neural Networks Using Principle of Duality. 300-307 - Stavros P. Adam, Dimitrios A. Karras
Revisiting the Problem of Weight Initialization for Multi-Layer Perceptrons Trained with Back Propagation. 308-315 - Chi-Sing Leung
Analysis on Generalization Error of Faulty RBF Networks with Weight Decay Regularizer. 316-323 - John Sum, Chi-Sing Leung
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
Implementation of the MLP Kernel. 378-385 - Adriana da Costa F. Chaves, Marley M. 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
Automatic Classification System for the Diagnosis of Alzheimer Disease Using Component-Based SVM Aggregations. 402-409 - Javier Ramírez
Early Detection of the Alzheimer Disease Combining Feature Selection and Kernel Machines. 410-417 - Diego Salas-Gonzalez
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 Gutiérrez
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 França Corrêa, Marley Maria Bernardes Rebuzzi Vellasco, Karla Figueiredo
Trading Strategy in Foreign Exchange Market Using Reinforcement Learning Hierarchical Neuro-Fuzzy Systems. 461-468 - Zainal Ahmad
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 V. 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 V. 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 - Vitor 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
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 K. 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 K. Verma
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
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
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
Gabor Filters as Feature Images for Covariance Matrix on Texture Classification Problem. 745-751 - Jaisheel Mistry, Fulufhelo V. 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
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
A Novel Approach for Hardware Based Sound Classification. 859-866 - Bipin Kumar 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-Liana Costea, Corneliu A. Marinov:
Time Evaluation for WTA Hopfield Type Circuits Affected by Cross-Coupling Capacitances. 885-892 - Victor J. Martínez, Abraham Gutiérrez
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
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
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 - Lingzhi 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
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
SpiNNaker: The Design Automation Problem. 1049-1056 - Alexander D. Rast, Xin Jin, Muhammad Mukaram Khan, Steve B. Furber
The Deferred Event Model for Hardware-Oriented Spiking Neural Networks. 1057-1064 - Jun Igarashi
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
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