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9th IDEAL 2008: Daejeon, South Korea
- Colin Fyfe, Dongsup Kim, Soo-Young Lee, Hujun Yin:
Intelligent Data Engineering and Automated Learning - IDEAL 2008, 9th International Conference, Daejeon, South Korea, November 2-5, 2008, Proceedings. Lecture Notes in Computer Science 5326, Springer 2008, ISBN 978-3-540-88905-2
Learning and Information Processing
- Kazuteru Miyazaki, Shigenobu Kobayashi:
Proposal of Exploitation-Oriented Learning PS-r#. 1-8 - Shiliang Sun, Qiaona Chen:
Kernel Regression with a Mahalanobis Metric for Short-Term Traffic Flow Forecasting. 9-16 - Zeshui Xu:
Hybrid Weighted Distance Measures and Their Application to Pattern Recognition. 17-23 - Feng Jin, Shiliang Sun:
A Multitask Learning Approach to Face Recognition Based on Neural Networks. 24-31 - Marcos Paulo Mello Araujo, Nadia Nedjah, Luiza de Macedo Mourelle
:
Logic Synthesis for FSMs Using Quantum Inspired Evolution. 32-39 - Md. Monirul Islam, Md. Abdus Sattar, Md. Faijul Amin, Kazuyuki Murase:
A New Adaptive Strategy for Pruning and Adding Hidden Neurons during Training Artificial Neural Networks. 40-48 - Yong-Joo Chung:
Using Kullback-Leibler Distance in Determining the Classes for the Heart Sound Signal Classification. 49-56 - Jian Li, Bo Su, Shenghong Li, Shilin Wang, Danhong Yao:
A Semi-fragile Watermark Scheme Based on the Logistic Chaos Sequence and Singular Value Decomposition. 57-64 - Jaco A. Jordaan, M. W. Siti, A. A. Jimoh:
Distribution Feeder Load Balancing Using Support Vector Machines. 65-71 - Huachun Tan, Yafeng Deng, Hao Chen:
Extracting Auto-Correlation Feature for License Plate Detection Based on AdaBoost. 72-79 - Chang-Wook Han:
Evolutionary Optimization of Union-Based Rule-Antecedent Fuzzy Neural Networks and Its Applications. 80-87 - Bumhwi Kim, Sang-Woo Ban, Minho Lee:
Improving AdaBoost Based Face Detection Using Face-Color Preferable Selective Attention. 88-95 - Byungku Hwang, Sang-Woo Ban, Minho Lee:
Top-Down Object Color Biased Attention Using Growing Fuzzy Topology ART. 96-103 - Nadeem Iqbal, Soo-Young Lee:
A Study on Human Gaze Estimation Using Screen Reflection. 104-111 - Cheng-Hong Yang, Chi-Chun Huang, Kuo-Chuan Wu, Hsin-Yun Chang:
A Novel GA-Taguchi-Based Feature Selection Method. 112-119 - Paresh Chandra Barman, Soo-Young Lee:
Nonnegative Matrix Factorization (NMF) Based Supervised Feature Selection and Adaptation. 120-127 - Xueming He, Chenggang Li, Yujin Hu, Rong Zhang, Simon X. Yang, Gauri S. Mittal:
Automatic Order of Data Points in RE Using Neural Networks. 128-139 - Jiho Yoo
Orthogonal Nonnegative Matrix Factorization: Multiplicative Updates on Stiefel Manifolds. 140-147 - Ryotaro Kamimura:
Feature Discovery by Enhancement and Relaxation of Competitive Units. 148-155 - Satchidananda Dehuri, Bijan Bihari Misra, Sung-Bae Cho:
Genetic Feature Selection for Optimal Functional Link Artificial Neural Network in Classification. 156-163 - Lei Lu, Xiaoqin Zeng, Shengli Wu, Shuiming Zhong:
A Novel Ensemble Approach for Improving Generalization Ability of Neural Networks. 164-171 - Inae Choi, Hyunjung Shin:
Semi-supervised Learning with Ensemble Learning and Graph Sharpening. 172-179 - Kadim Tasdemir:
Exploring Topology Preservation of SOMs with a Graph Based Visualization. 180-187 - Xinfei Liao, Limin Tao:
A Class of Novel Kernel Functions. 188-192
Data Mining and Information Management
- Syed Khairuzzaman Tanbeer, Chowdhury Farhan Ahmed, Byeong-Soo Jeong, Young-Koo Lee:
RP-Tree: A Tree Structure to Discover Regular Patterns in Transactional Database. 193-200 - Mingrong Liu, Yicen Liu, Liang Xiang, Xing Chen, Qing Yang:
Extracting Key Entities and Significant Events from Online Daily News. 201-209 - Chang-Joo Yun, Xiaojiang Ding, Susan E. Bedingfield, Chung-Hsing Yeh, Ron Borland, David Young, Sonja Petrovic-Lazarevic, Ken Coghill, Jian Ying Zhang:
Performance Evaluation of Intelligent Prediction Models on Smokers' Quitting Behaviour. 210-216 - Chang-Wook Han:
Range Facial Recognition with the Aid of Eigenface and Morphological Neural Networks. 217-224 - Keum-Sung Hwang, Sung-Bae Cho:
Modular Bayesian Network Learning for Mobile Life Understanding. 225-232 - Qian Zhang, Taeg Keun Whangbo:
Skin Pores Detection for Image-Based Skin Analysis. 233-240 - Jin-Xia Huang, Pum-Mo Ryu, Key-Sun Choi:
An Empirical Research on Extracting Relations from Wikipedia Text. 241-249 - Mohammad Ali Kadampur
A Data Perturbation Method by Field Rotation and Binning by Averages Strategy for Privacy Preservation. 250-257 - Chowdhury Farhan Ahmed, Syed Khairuzzaman Tanbeer, Byeong-Soo Jeong, Young-Koo Lee:
Mining Weighted Frequent Patterns Using Adaptive Weights. 258-265 - Raúl Cruz-Barbosa, Alfredo Vellido:
On the Improvement of the Mapping Trustworthiness and Continuity of a Manifold Learning Model. 266-273 - Mikhail Dashevskiy, Zhiyuan Luo:
Guaranteed Network Traffic Demand Prediction Using FARIMA Models. 274-281 - Anilu Franco-Arcega, Jesús Ariel Carrasco-Ochoa, Guillermo Sánchez-Díaz
A New Incremental Algorithm for Induction of Multivariate Decision Trees for Large Datasets. 282-289 - Anish Mathew Kurien, Barend J. van Wyk
The Use of Semi-parametric Methods for Feature Extraction in Mobile Cellular Networks. 290-297 - Sun Park:
Personalized Document Summarization Using Non-negative Semantic Feature and Non-negative Semantic Variable. 298-305
Bioinformatics and Neuroinformatics
- Andrea Bosin, Nicoletta Dessì, Maria Grazia Fugini, Barbara Pes:
Cooperative E-Organizations for Distributed Bioinformatics Experiments. 306-313 - JeongYon Shim:
Personal Knowledge Network Reconfiguration Based on Brain Like Function Using Self Type Matching Strategy. 314-320 - Shiliang Sun:
A Theoretical Derivation of the Kernel Extreme Energy Ratio Method for EEG Feature Extraction. 321-329 - Kyuwan Choi, Andrzej Cichocki:
Control of a Wheelchair by Motor Imagery in Real Time. 330-337 - Gang Yu
Robust Vessel Segmentation Based on Multi-resolution Fuzzy Clustering. 338-345 - Francisco M. Carrero, José Carlos Cortizo, José María Gómez:
Building a Spanish MMTx by Using Automatic Translation and Biomedical Ontologies. 346-353 - Matthias Ihrke, Hecke Schrobsdorff, J. Michael Herrmann:
Compensation for Speed-of-Processing Effects in EEG-Data Analysis. 354-361 - Marotesa Voultsidou, J. Michael Herrmann:
Statistical Baselines from Random Matrix Theory. 362-369 - Ji Won Yoon, Stephen J. Roberts, Matthew Dyson
Adaptive Classification by Hybrid EKF with Truncated Filtering: Brain Computer Interfacing. 370-377 - Sherif Sakr:
Improving the Relational Evaluation of XML Queries by Means of Path Summaries. 378-386 - Chuan Li, Xianming Zhang, Shilong Wang, Yutao Dong, Jing Chen:
Identification of the Inverse Dynamics Model: A Multiple Relevance Vector Machines Approach. 387-394 - Du Zhang, Hong Zhu:
When Is Inconsistency Considered Harmful: Temporal Characterization of Knowledge Base Inconsistency. 395-403 - Xiaoyou Jiao, Zhaoguang Hu:
Intelligent Engineering and Its Application in Policy Simulation. 404-411 - Geon-Ha Lee, Yoe-Jin Yoon, Seung-Hyun Lee, Kee-Hyun Choi, Dong Ryeol Shin:
Design of Directory Facilitator for Agent-Based Service Discovery in Ubiquitous Computing Environments. 412-419
Financial Engineering and Modeling
- Zhaoguang Hu, Minjie Xu, Baoguo Shan, Xiandong Tan:
Laboratory of Policy Study on Electricity Demand Forecasting by Intelligent Engineering. 420-427 - King Loong Shiu, Kwok Yip Szeto:
Self-adaptive Mutation Only Genetic Algorithm: An Application on the Optimization of Airport Capacity Utilization. 428-435 - Ilkyu Ha, Byunguk Kang:
Cross Checking Rules to Improve Consistency between UML Static Diagram and Dynamic Diagram. 436-443 - Virgilijus Sakalauskas
Neural Networks Approach to the Detection of Weekly Seasonality in Stock Trading. 444-451
Invited Session
- Eunsong Jang, Colin Fyfe, Hanseok Ko
Bregman Divergences and the Self Organising Map. 452-458 - Hokun Kim, Colin Fyfe, Hanseok Ko
Feature Locations in Images. 459-463 - Khurshid Ahmad, Chaoxin Zheng, Colm Kearney:
A Hierarchical Self-organised Classification of 'Multinational' Corporations. 464-472 - Liang Du, Xinge You, Yiu-ming Cheung:
An Adaptive Image Watermarking Scheme Using Non-separable Wavelets and Support Vector Regression. 473-482 - Márcio Leandro Gonçalves, Márcio Luiz De Andrade Netto, José Alfredo F. Costa
Cluster Analysis of Land-Cover Images Using Automatically Segmented SOMs with Textural Information. 483-490 - Bruno Baruque, Emilio Corchado, Jordi Rovira, Javier González:
Application of Topology Preserving Ensembles for Sensory Assessment in the Food Industry. 491-497 - Andrés Bustillo, Javier Sedano, José Ramón Villar, Leticia Curiel, Emilio Corchado:
AI for Modelling the Laser Milling of Copper Components. 498-507 - Alfredo Jiménez, Álvaro Herrero, Emilio Corchado:
Country and Political Risk Analysis of Spanish Multinational Enterprises Using Exploratory Projection Pursuit. 508-515 - Zheng Rong Yang:
Single-Layer Neural Net Competes with Multi-layer Neural Net. 516-524 - Shireen Mohd Zaki, Hujun Yin:
Semi-supervised Growing Neural Gas for Face Recognition. 525-532
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