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ORCID5th IDEAL 2004: Exeter, UK
- Zheng Rong Yang, Richard M. Everson, Hujun Yin:
Intelligent Data Engineering and Automated Learning - IDEAL 2004, 5th International Conference, Exeter, UK, August 25-27, 2004, Proceedings. Lecture Notes in Computer Science 3177, Springer 2004, ISBN 3-540-22881-0
Bioinformatics
- Carla S. Möller-Levet, Hujun Yin:
Modelling and Clustering of Gene Expressions Using RBFs and a Shape Similarity Metric. 1-10 - Xing-Ming Zhao, De-Shuang Huang, Yiu-ming Cheung, Hong-Qiang Wang, Xin Huang:
A Novel Hybrid GA/SVM System for Protein Sequences Classification. 11-16 - Wai-Ki Ching, Eric S. Fung, Michael K. Ng:
Building Genetic Networks for Gene Expression Patterns. 17-24 - Jérôme Mikolajczak, Gérard Ramstein
, Yannick Jacques:
SVM-Based Classification of Distant Proteins Using Hierarchical Motifs. 25-30 - Jesús S. Aguilar-Ruiz, Francisco Azuaje:
Knowledge Discovery in Lymphoma Cancer from Gene-Expression. 31-38 - Nripendra Lal Shrestha, Youhei Kawaguchi, Tadasuke Nakagawa, Takenao Ohkawa:
A Method of Filtering Protein Surface Motifs Based on Similarity Among Local Surfaces. 39-45 - Zhiyuan Luo, Tony Bellotti, Alexander Gammerman:
Qualified Predictions for Proteomics Pattern Diagnostics with Confidence Machines. 46-51 - Ali Al-Shahib, Chao He, Aik Choon Tan, Mark A. Girolami, David R. Gilbert:
An Assessment of Feature Relevance in Predicting Protein Function from Sequence. 52-57 - Reda Younsi, Wenjia Wang:
A New Artificial Immune System Algorithm for Clustering. 58-64 - Hongbin Wang, Phil F. Culverhouse:
The Categorisation of Similar Non-rigid Biological Objects by Clustering Local Appearance Patches. 65-70 - Andy M. Yip, Edmond HaoCun Wu, Michael K. Ng, Tony F. Chan:
Unsupervised Dense Regions Discovery in DNA Microarray Data. 71-77 - Swapna Sarvesvaran, Hujun Yin:
Visualisation of Distributions and Clusters Using ViSOMs on Gene Expression Data. 78-84 - Jae-Hong Eom, Jeong Ho Chang, Byoung-Tak Zhang:
Prediction of Implicit Protein-Protein Interaction by Optimal Associative Feature Mining. 85-91 - Janne Nikkilä, Christophe Roos, Samuel Kaski:
Exploring Dependencies Between Yeast Stress Genes and Their Regulators. 92-98 - Ross D. King, Mohammed Ouali:
Poly-transformation. 99-107 - Rebecca Thomson, Robert Esnouf:
Prediction of Natively Disordered Regions in Proteins Using a Bio-basis Function Neural Network. 108-116 - Ian Berry, Julie Wilson, Chris Mayo, Jon Diprose, Robert Esnouf:
The Effect of Image Compression on Classification and Storage Requirements in a High-Throughput Crystallization System. 117-124 - Byoung-Hee Kim, Seong-Bae Park, Byoung-Tak Zhang:
PromSearch: A Hybrid Approach to Human Core-Promoter Prediction. 125-131
Data Mining and Knowledge Engineering
- Yuan-chin Ivan Chang, Sung-Chiang Lin:
Synergy of Logistic Regression and Support Vector Machine in Multiple-Class Classification. 132-141 - Yi Zhao, Michael Small:
Deterministic Propagation of Blood Pressure Waveform from Human Wrists to Fingertips. 142-147 - Tomoya Takamitsu, Takao Miura, Isamu Shioya:
Pre-pruning Decision Trees by Local Association Rules. 148-151 - Yun Jiang, Zhanhuai Li, Yang Zhang, Qiang Zhang:
A New Approach for Selecting Attributes Based on Rough Set Theory. 152-158 - Haorianto Cokrowijoyo Tjioe, David Taniar:
A Framework for Mining Association Rules in Data Warehouses. 159-165 - Shoujian Yu, Jianwei Liu, Jiajin Le:
Intelligent Web Service Discovery in Large Distributed System. 166-172 - Alan P. Reynolds, Graeme Richards, Victor J. Rayward-Smith:
The Application of K-Medoids and PAM to the Clustering of Rules. 173-178 - Maneesha Singh, Akbar Javadi, Peng Wang:
A Comparison of Texture Teatures for the Classification of Rock Images. 179-184 - Maneesha Singh, Peng Wang, Matthew Porter:
A Mixture of Experts Image Enhancement Scheme for CCTV Images. 185-190 - Ben Wang, John Q. Gan:
Integration of Projected Clusters and Principal Axis Trees for High-Dimensional Data Indexing and Query. 191-196 - Yuanjie Zheng, Jie Yang, Yue Zhou:
Unsupervised Segmentation on Image with JSEG Using Soft Class Map. 197-202 - Fabrizio Angiulli, Clara Pizzuti, Massimo Ruffolo:
DESCRY: A Density Based Clustering Algorithm for Very Large Data Sets. 203-210 - Shuqin Zhang, Dongxin Lu, Yongtian Yang:
A Fuzzy Set Based Trust and Reputation Model in P2P Networks. 211-217 - Jessica JunLin Wang, Sameer Singh:
Video Based Human Behavior Identification Using Frequency Domain Analysis. 218-224 - Jen Ye Goh, David Taniar:
Mobile Data Mining by Location Dependencies. 225-231 - Vincent C. S. Lee, Alex Tze Hiang Sim:
An Algorithm for Artificial Intelligence-Based Model Adaptation to Dynamic Data Distribution. 232-240 - Jong Kuk Kim, Ki-Young Lee, Myung Jin Bae:
On a Detection of Korean Prosody Phrases Boundaries. 241-246 - Young-Il Lee, Yong-Gi Kim:
A Collision Avoidance System for Autonomous Ship Using Fuzzy Relational Products and COLREGs. 247-252 - Andrea Bosin, Nicoletta Dessì, Barbara Pes:
Engineering Knowledge Discovery in Network Intrusion Detection. 253-258 - Moon Sun Shin, Eun Hee Kim, Keun Ho Ryu:
False Alarm Classification Model for Network-Based Intrusion Detection System. 259-265 - Zeshan Kurd, Tim P. Kelly, Jim Austin:
Exploiting Safety Constraints in Fuzzy Self-organising Maps for Safety Critical Applications. 266-271 - Jiyuan An, Yi-Ping Phoebe Chen, Qinying Xu:
Surface Spatial Index Structure of High-Dimensional Space. 272-278 - André de Korvin, Chenyi Hu, Ping Chen:
Generating and Applying Rules for Interval Valued Fuzzy Observations. 279-284 - Wei Ren, Sameer Singh:
Automatic Video Shot Boundary Detection Using Machine Learning.. 285-292 - Laura Irina Rusu, J. Wenny Rahayu, David Taniar:
On Building XML Data Warehouses. 293-299 - Wan-Song Zhang, Daxin Liu, Jianpei Zhang:
A Novel Method for Mining Frequent Subtrees from XML Data. 300-305 - Tien Dung Do, Siu Cheung Hui, Alvis Cheuk M. Fong:
Mining Association Rules Using Relative Confidence. 306-313 - Wen-Bo Zhao, Mingyi Zhang, Li-Ming Wang, Ji-Yan Du, De-Shuang Huang:
Multiple Classifiers Fusion System Based on the Radial Basis Probabilistic Neural Networks. 314-319 - Takuya Fukasawa, Jiahong Wang, Toyoo Takata, Masatoshi Miyazaki:
An Effective Distributed Privacy-Preserving Data Mining Algorithm. 320-325 - Mónica Benito, Daniel Peña:
Dimensionality Reduction with Image Data. 326-332 - Karl J. Brazier, Graeme Richards, Wenjia Wang:
Implicit Fitness Sharing Speciation and Emergent Diversity in Tree Classifier Ensembles. 333-338 - Abdul Aziz Gill, George D. Smith, Anthony J. Bagnall:
Improving Decision Tree Performance Through Induction- and Cluster-Based Stratified Sampling. 339-344 - Irena Spasic, Goran Nenadic, Sophia Ananiadou:
Learning to Classify Biomedical Terms Through Literature Mining and Genetic Algorithms.. 345-351 - Chuan Wang, Christos Tjortjis:
PRICES: An Efficient Algorithm for Mining Association Rules. 352-358 - Ying Li, Jianmin Jiang:
Combination of SVM Knowledge for Microcalcification Detection in Digital Mammograms. 359-365 - Yu-Chin Liu, Ping-Yu Hsu:
Char: An Automatic Way to Describe Characteristics of Data. 366-376 - Yoon-Yong Jeong, Bo-Ra Seok, Yong Ho Hwang, Hyun-Ki Hong:
Two Methods for Automatic 3D Reconstruction from Long Un-calibrated Sequences. 377-383 - Roberto Ruiz, Jesús S. Aguilar-Ruiz, José Cristóbal Riquelme Santos:
Wrapper for Ranking Feature Selection. 384-389 - Muhammad Atif Tahir, Ahmed Bouridane, Fatih Kurugollu:
Simultaneous Feature Selection and Weighting for Nearest Neighbor Using Tabu Search. 390-395 - Sung-Hee Park, Keun Ho Ryu:
Fast Filtering of Structural Similarity Search Using Discovery of Topological Patterns. 396-401 - Sanguk Noh, Cheolho Lee, Keywon Ryu, Kyunghee Choi, Gihyun Jung:
Detecting Worm Propagation Using Traffic Concentration Analysis and Inductive Learning. 402-408 - Ju Cheng Yang, Jin Wook Shin, Dong Sun Park:
Comparing Study for Detecting Microcalcifications in Digital Mammogram Using Wavelets. 409-415 - Mian M. Awais, Shahid Masud, Shafay Shamail, Junaid Akhtar:
A Hybrid Multi-layered Speaker Independent Arabic Phoneme Identification System. 416-423 - Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad:
Feature Selection for Natural Disaster Texts Classification Using Testors. 424-429 - Bojian Liang, Jim Austin:
Mining Large Engineering Data Sets on the Grid Using AURA. 430-436 - Behzad Moshiri, Farzan Rashidi:
Self-tuning Based Fuzzy PID Controllers: Application to Control of Nonlinear HVAC Systems. 437-442 - Hyunsub Jung, Jaeyoung Yang, Joongmin Choi:
Ontology-Based Web Navigation Assistant. 443-448 - Vincent C. S. Lee, Alex Tze Hiang Sim:
A Hybrid Fuzzy-Neuro Model for Preference-Based Decision Analysis. 449-456 - Yaxin Bi, Terry J. Anderson, Sally I. McClean:
Combining Rules for Text Categorization Using Dempster's Rule of Combination. 457-463 - James F. Smith III:
Genetic Program Based Data Mining for Fuzzy Decision Trees. 464-470 - James F. Smith III:
Automating Co-evolutionary Data Mining. 471-477 - Richard T. Freeman, Hujun Yin:
Topological Tree for Web Organisation, Discovery and Exploration. 478-484 - JeongYon Shim:
New Medical Diagnostic Method for Oriental Medicine Using BYY Harmony Learning. 485-490 - Sanguk Noh, Youngsoo Choi, Haesung Seo, Kyunghee Choi, Gihyun Jung:
An Intelligent Topic-Specific Crawler Using Degree of Relevance. 491-498 - Emilio Corchado, Colin Fyfe, Lourdes Sáiz Bárcena, Ana María Lara Palma:
Development of a Global and Integral Model of Business Management Using an Unsupervised Model. 499-504 - Levent Özgür, Tunga Güngör, Fikret S. Gürgen:
Spam Mail Detection Using Artificial Neural Network and Bayesian Filter. 505-510 - Matthew Traherne, Sameer Singh:
An Integrated Approach to Automatic Indoor Outdoor Scene Classification in Digital Images. 511-516 - Masrah Azrifah Azmi Murad, Trevor P. Martin:
Using Fuzzy Sets in Contextual Word Similarity. 517-522 - Saif Ahmad, Tugba Taskaya-Temizel, Khurshid Ahmad:
Summarizing Time Series: Learning Patterns in 'Volatile' Series. 523-532 - Amos J. Storkey, Michael Allan:
Cosine Transform Priors for Enhanced Decoding of Compressed Images. 533-539 - Mazen Abdel-Salam, Yassin M. Y. Hasan, Mohammed Sayed, Salah Abdel-Sattar:
Partial Discharge Classification Through Wavelet Packets of Their Modulated Ultrasonic Emission. 540-545 - Yang Liu, Soon-Thiam Khu, Dragan A. Savic:
A Hybrid Optimization Method of Multi-objective Genetic Algorithm (MOGA) and K-Nearest Neighbor (KNN) Classifier for Hydrological Model Calibration. 546-551 - Paulo J. G. Lisboa, Shail Patel:
Cluster-Based Visualisation of Marketing Data. 552-558 - Xiaoming Jin, Jianmin Wang, Jia-Guang Sun:
Dynamic Symbolization of Streaming Time Series. 559-564 - Edmond HaoCun Wu, Michael K. Ng, Andy M. Yip, Tony F. Chan:
A Clustering Model for Mining Evolving Web User Patterns in Data Stream Environment. 565-571 - Zhenyu Wang, Xin Yao, Yong Xu:
An Improved Constructive Neural Network Ensemble Approach to Medical Diagnoses. 572-577 - Dave C. Trudgian:
Spam Classification Using Nearest Neighbour Techniques. 578-585
Learning Algorithms and Systems
- Sheng Chen, Xia Hong, Chris J. Harris:
Kernel Density Construction Using Orthogonal Forward Regression. 586-592 - Sheng Chen, Xunxian Wang, David J. Brown:
Orthogonal Least Square with Boosting for Regression. 593-599 - Liming Zhang, Xuming Huang:
New Applications for Object Recognition and Affine Motion Estimation by Independent Component Analysis. 600-606 - Ke Chen, Sunny Yeung:
Personalized News Reading via Hybrid Learning. 607-612 - Shang-Ming Zhou, John Q. Gan:
Mercer Kernel, Fuzzy C-Means Algorithm, and Prototypes of Clusters. 613-618 - Arjun Chandra, Xin Yao:
DIVACE: Diverse and Accurate Ensemble Learning Algorithm. 619-625 - Naohiro Ishii, Toshinori Deguchi, Hiroshi Sasaki:
Parallel Processing for Movement Detection in Neural Networks with Nonlinear Functions. 626-633 - Yongguang Bao, Naohiro Ishii, Xiaoyong Du:
Combining Multiple k-Nearest Neighbor Classifiers Using Different Distance Functions. 634-641 - Nadia Nedjah, Luiza de Macedo Mourelle:
Finding Minimal Addition Chains Using Ant Colony. 642-647 - Michael Small:
Combining Local and Global Models to Capture Fast and Slow Dynamics in Time Series Data. 648-653 - Richard M. Everson, Jonathan E. Fieldsend:
A Variable Metric Probabilistic k-Nearest-Neighbours Classifier. 654-659 - Atsuhiro Takasu, Katsuaki Tanaka:
Feature Word Tracking in Time Series Documents.. 660-665 - Hyoungjoo Lee, Sungzoon Cho:
Combining Gaussian Mixture Models. 666-671 - Zhigang Zeng, De-Shuang Huang, Zengfu Wang:
Global Convergence of Steepest Descent for Quadratic Functions. 672-677 - Xunxian Wang, David J. Brown:
Boosting Orthogonal Least Squares Regression.. 678-683 - Jinwen Ma, Zhiyong Liu, Lei Xu:
Local Separation Property of the Two-Source ICA Problem with the One-Bit-Matching Condition. 684-689 - Jinwen Ma, Bin Gao, Yang Wang, QianSheng Cheng:
Two Further Gradient BYY Learning Rules for Gaussian Mixture with Automated Model Selection. 690-695 - Tom Downs, Jianxiong Wang:
Improving Support Vector Solutions by Selecting a Sequence of Training Subsets. 696-701 - David Rohde, Michael Drinkwater, Marcus Gallagher, Tom Downs, Marianne Doyle:
Machine Learning for Matching Astronomy Catalogues. 702-707 - Tom Downs, Adelina Tang:
Boosting the Tree Augmented Naïve Bayes Classifier. 708-713 - Lih-Ren Jen, Yuh-Jye Lee:
Clustering Model Selection for Reduced Support Vector Machines. 714-719 - Chien-Chung Chang, Yuh-Jye Lee:
Generating the Reduced Set by Systematic Sampling. 720-725 - Vitaly Schetinin, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Jonathan E. Fieldsend, Trevor C. Bailey, Adolfo Hernandez:
Experimental Comparison of Classification Uncertainty for Randomised and Bayesian Decision Tree Ensembles. 726-732 - Ville Könönen:
Policy Gradient Method for Team Markov Games. 733-739 - Ke Yin, Ian Davidson:
An Information Theoretic Optimal Classifier for Semi-supervised Learning. 740-745 - Yuping Wang:
Improving Evolutionary Algorithms by a New Smoothing Technique. 746-751 - Matthew C. Casey, Khurshid Ahmad:
In-Situ Learning in Multi-net Systems. 752-757 - Mehmet Kaya, Reda Alhajj:
Multi-objective Genetic Algorithm Based Method for Mining Optimized Fuzzy Association Rules. 758-764 - Minoo Aminian:
Co-training from an Incremental EM Perspective.. 765-773 - Ahmed Rafat:
Locally Tuned General Regression for Learning Mixture Models Using Small Incomplete Data Sets with Outliers and Overlapping Classes. 774-779
Financial Engineering
- Victor Fang, Vincent C. S. Lee:
Credit Risks of Interest Rate Swaps: A Comparative Study of CIR and Monte Carlo Simulation Approach. 780-787 - Jonathan E. Fieldsend, John Matatko, Ming Peng:
Cardinality Constrained Portfolio Optimisation. 788-793 - Jangmin O, Jae Won Lee, Sung-Bae Park, Byoung-Tak Zhang:
Stock Trading by Modelling Price Trend with Dynamic Bayesian Networks. 794-799 - Rong-Chang Chen, Ming-Li Chiu, Ya-Li Huang, Lin-Ti Chen:
Detecting Credit Card Fraud by Using Questionnaire-Responded Transaction Model Based on Support Vector Machines. 800-806 - Xiong-Fei Zhuang, Lai-Wan Chan:
Volatility Forecasts in Financial Time Series with HMM-GARCH Models. 807-812
Agent Technologies
- Kyoung Min Kim, Sungsoo Lim, Sung-Bae Cho:
User Adaptive Answers Generation for Conversational Agent Using Genetic Programming. 813-819 - Mark McCartney, David H. Glass:
Comparing Measures of Agreement for Agent Attitudes. 820-826 - Gulden Uchyigit, Keith L. Clark:
Hierarchical Agglomerative Clustering for Agent-Based Dynamic Collaborative Filtering. 827-832