| 2004 | A Clustering Model for Mining Evolving Web User Patterns in Data Stream Environment. Edmond HaoCun Wu, Michael K. Ng, Andy M. Yip, Tony F. Chan |
| 2004 | A Collision Avoidance System for Autonomous Ship Using Fuzzy Relational Products and COLREGs. Young-Il Lee, Yong-Gi Kim |
| 2004 | A Comparison of Texture Teatures for the Classification of Rock Images. Maneesha Singh, Akbar Javadi, Peng Wang |
| 2004 | A Framework for Mining Association Rules in Data Warehouses. Haorianto Cokrowijoyo Tjioe, David Taniar |
| 2004 | A Fuzzy Set Based Trust and Reputation Model in P2P Networks. Shuqin Zhang, Dongxin Lu, Yongtian Yang |
| 2004 | A Hybrid Fuzzy-Neuro Model for Preference-Based Decision Analysis. Vincent C. S. Lee, Alex Tze Hiang Sim |
| 2004 | A Hybrid Multi-layered Speaker Independent Arabic Phoneme Identification System. Mian M. Awais, Shahid Masud, Shafay Shamail, Junaid Akhtar |
| 2004 | A Hybrid Optimization Method of Multi-objective Genetic Algorithm (MOGA) and K-Nearest Neighbor (KNN) Classifier for Hydrological Model Calibration. Yang Liu, Soon-Thiam Khu, Dragan A. Savic |
| 2004 | A Method of Filtering Protein Surface Motifs Based on Similarity Among Local Surfaces. Nripendra Lal Shrestha, Youhei Kawaguchi, Tadasuke Nakagawa, Takenao Ohkawa |
| 2004 | A Mixture of Experts Image Enhancement Scheme for CCTV Images. Maneesha Singh, Peng Wang, Matthew Porter |
| 2004 | A New Approach for Selecting Attributes Based on Rough Set Theory. Yun Jiang, Zhanhuai Li, Yang Zhang, Qiang Zhang |
| 2004 | A New Artificial Immune System Algorithm for Clustering. Reda Younsi, Wenjia Wang |
| 2004 | A Novel Hybrid GA/SVM System for Protein Sequences Classification. Xing-Ming Zhao, De-Shuang Huang, Yiu-ming Cheung, Hong-Qiang Wang, Xin Huang |
| 2004 | A Novel Method for Mining Frequent Subtrees from XML Data. Wan-Song Zhang, Daxin Liu, Jianpei Zhang |
| 2004 | A Variable Metric Probabilistic k-Nearest-Neighbours Classifier. Richard M. Everson, Jonathan E. Fieldsend |
| 2004 | An Algorithm for Artificial Intelligence-Based Model Adaptation to Dynamic Data Distribution. Vincent C. S. Lee, Alex Tze Hiang Sim |
| 2004 | An Assessment of Feature Relevance in Predicting Protein Function from Sequence. Ali Al-Shahib, Chao He, Aik Choon Tan, Mark A. Girolami, David R. Gilbert |
| 2004 | An Effective Distributed Privacy-Preserving Data Mining Algorithm. Takuya Fukasawa, Jiahong Wang, Toyoo Takata, Masatoshi Miyazaki |
| 2004 | An Improved Constructive Neural Network Ensemble Approach to Medical Diagnoses. Zhenyu Wang, Xin Yao, Yong Xu |
| 2004 | An Information Theoretic Optimal Classifier for Semi-supervised Learning. Ke Yin, Ian Davidson |
| 2004 | An Integrated Approach to Automatic Indoor Outdoor Scene Classification in Digital Images. Matthew Traherne, Sameer Singh |
| 2004 | An Intelligent Topic-Specific Crawler Using Degree of Relevance. Sanguk Noh, Youngsoo Choi, Haesung Seo, Kyunghee Choi, Gihyun Jung |
| 2004 | Automatic Video Shot Boundary Detection Using Machine Learning.. Wei Ren, Sameer Singh |
| 2004 | Automating Co-evolutionary Data Mining. James F. Smith III |
| 2004 | Boosting Orthogonal Least Squares Regression.. Xunxian Wang, David J. Brown |
| 2004 | Boosting the Tree Augmented Naïve Bayes Classifier. Tom Downs, Adelina Tang |
| 2004 | Building Genetic Networks for Gene Expression Patterns. Wai-Ki Ching, Eric S. Fung, Michael K. Ng |
| 2004 | Cardinality Constrained Portfolio Optimisation. Jonathan E. Fieldsend, John Matatko, Ming Peng |
| 2004 | Char: An Automatic Way to Describe Characteristics of Data. Yu-Chin Liu, Ping-Yu Hsu |
| 2004 | Cluster-Based Visualisation of Marketing Data. Paulo J. G. Lisboa, Shail Patel |
| 2004 | Clustering Model Selection for Reduced Support Vector Machines. Lih-Ren Jen, Yuh-Jye Lee |
| 2004 | Co-training from an Incremental EM Perspective.. Minoo Aminian |
| 2004 | Combination of SVM Knowledge for Microcalcification Detection in Digital Mammograms. Ying Li, Jianmin Jiang |
| 2004 | Combining Gaussian Mixture Models. Hyoungjoo Lee, Sungzoon Cho |
| 2004 | Combining Local and Global Models to Capture Fast and Slow Dynamics in Time Series Data. Michael Small |
| 2004 | Combining Multiple k-Nearest Neighbor Classifiers Using Different Distance Functions. Yongguang Bao, Naohiro Ishii, Xiaoyong Du |
| 2004 | Combining Rules for Text Categorization Using Dempster's Rule of Combination. Yaxin Bi, Terry J. Anderson, Sally I. McClean |
| 2004 | Comparing Measures of Agreement for Agent Attitudes. Mark McCartney, David H. Glass |
| 2004 | Comparing Study for Detecting Microcalcifications in Digital Mammogram Using Wavelets. Ju Cheng Yang, Jin Wook Shin, Dong Sun Park |
| 2004 | Cosine Transform Priors for Enhanced Decoding of Compressed Images. Amos J. Storkey, Michael Allan |
| 2004 | Credit Risks of Interest Rate Swaps: A Comparative Study of CIR and Monte Carlo Simulation Approach. Victor Fang, Vincent C. S. Lee |
| 2004 | DESCRY: A Density Based Clustering Algorithm for Very Large Data Sets. Fabrizio Angiulli, Clara Pizzuti, Massimo Ruffolo |
| 2004 | DIVACE: Diverse and Accurate Ensemble Learning Algorithm. Arjun Chandra, Xin Yao |
| 2004 | Detecting Credit Card Fraud by Using Questionnaire-Responded Transaction Model Based on Support Vector Machines. Rong-Chang Chen, Ming-Li Chiu, Ya-Li Huang, Lin-Ti Chen |
| 2004 | Detecting Worm Propagation Using Traffic Concentration Analysis and Inductive Learning. Sanguk Noh, Cheolho Lee, Keywon Ryu, Kyunghee Choi, Gihyun Jung |
| 2004 | Deterministic Propagation of Blood Pressure Waveform from Human Wrists to Fingertips. Yi Zhao, Michael Small |
| 2004 | Development of a Global and Integral Model of Business Management Using an Unsupervised Model. Emilio Corchado, Colin Fyfe, Lourdes Sáiz Bárcena, Ana María Lara Palma |
| 2004 | Dimensionality Reduction with Image Data. Mónica Benito, Daniel Peña |
| 2004 | Dynamic Symbolization of Streaming Time Series. Xiaoming Jin, Jianmin Wang, Jia-Guang Sun |
| 2004 | Engineering Knowledge Discovery in Network Intrusion Detection. Andrea Bosin, Nicoletta Dessì, Barbara Pes |
| 2004 | Experimental Comparison of Classification Uncertainty for Randomised and Bayesian Decision Tree Ensembles. Vitaly Schetinin, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Jonathan E. Fieldsend, Trevor C. Bailey, Adolfo Hernández |
| 2004 | Exploiting Safety Constraints in Fuzzy Self-organising Maps for Safety Critical Applications. Zeshan Kurd, Tim P. Kelly, Jim Austin |
| 2004 | Exploring Dependencies Between Yeast Stress Genes and Their Regulators. Janne Nikkilä, Christophe Roos, Samuel Kaski |
| 2004 | False Alarm Classification Model for Network-Based Intrusion Detection System. Moon Sun Shin, Eun Hee Kim, Keun Ho Ryu |
| 2004 | Fast Filtering of Structural Similarity Search Using Discovery of Topological Patterns. Sung-Hee Park, Keun Ho Ryu |
| 2004 | Feature Selection for Natural Disaster Texts Classification Using Testors. Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad |
| 2004 | Feature Word Tracking in Time Series Documents.. Atsuhiro Takasu, Katsuaki Tanaka |
| 2004 | Finding Minimal Addition Chains Using Ant Colony. Nadia Nedjah, Luiza de Macedo Mourelle |
| 2004 | Generating and Applying Rules for Interval Valued Fuzzy Observations. André de Korvin, Chenyi Hu, Ping Chen |
| 2004 | Generating the Reduced Set by Systematic Sampling. Chien-Chung Chang, Yuh-Jye Lee |
| 2004 | Genetic Program Based Data Mining for Fuzzy Decision Trees. James F. Smith III |
| 2004 | Global Convergence of Steepest Descent for Quadratic Functions. Zhigang Zeng, De-Shuang Huang, Zengfu Wang |
| 2004 | Hierarchical Agglomerative Clustering for Agent-Based Dynamic Collaborative Filtering. Gulden Uchyigit, Keith L. Clark |
| 2004 | Implicit Fitness Sharing Speciation and Emergent Diversity in Tree Classifier Ensembles. Karl J. Brazier, Graeme Richards, Wenjia Wang |
| 2004 | Improving Decision Tree Performance Through Induction- and Cluster-Based Stratified Sampling. Abdul Aziz Gill, George D. Smith, Anthony J. Bagnall |
| 2004 | Improving Evolutionary Algorithms by a New Smoothing Technique. Yuping Wang |
| 2004 | Improving Support Vector Solutions by Selecting a Sequence of Training Subsets. Tom Downs, Jianxiong Wang |
| 2004 | In-Situ Learning in Multi-net Systems. Matthew C. Casey, Khurshid Ahmad |
| 2004 | Integration of Projected Clusters and Principal Axis Trees for High-Dimensional Data Indexing and Query. Ben Wang, John Q. Gan |
| 2004 | Intelligent Data Engineering and Automated Learning - IDEAL 2004, 5th International Conference, Exeter, UK, August 25-27, 2004, Proceedings Zheng Rong Yang, Richard M. Everson, Hujun Yin |
| 2004 | Intelligent Web Service Discovery in Large Distributed System. Shoujian Yu, Jianwei Liu, Jiajin Le |
| 2004 | Kernel Density Construction Using Orthogonal Forward Regression. Sheng Chen, Xia Hong, Chris J. Harris |
| 2004 | Knowledge Discovery in Lymphoma Cancer from Gene-Expression. Jesús S. Aguilar-Ruiz, Francisco Azuaje |
| 2004 | Learning Users' Interests in a Market-Based Recommender System. Yan Zheng Wei, Luc Moreau, Nicholas R. Jennings |
| 2004 | Learning to Classify Biomedical Terms Through Literature Mining and Genetic Algorithms.. Irena Spasic, Goran Nenadic, Sophia Ananiadou |
| 2004 | Local Separation Property of the Two-Source ICA Problem with the One-Bit-Matching Condition. Jinwen Ma, Zhiyong Liu, Lei Xu |
| 2004 | Locally Tuned General Regression for Learning Mixture Models Using Small Incomplete Data Sets with Outliers and Overlapping Classes. Ahmed Rafat |
| 2004 | Machine Learning for Matching Astronomy Catalogues. David Rohde, Michael Drinkwater, Marcus Gallagher, Tom Downs, Marianne Doyle |
| 2004 | Mercer Kernel, Fuzzy C-Means Algorithm, and Prototypes of Clusters. Shang-Ming Zhou, John Q. Gan |
| 2004 | Mining Association Rules Using Relative Confidence. Tien Dung Do, Siu Cheung Hui, Alvis Cheuk M. Fong |
| 2004 | Mining Large Engineering Data Sets on the Grid Using AURA. Bojian Liang, Jim Austin |
| 2004 | Mobile Data Mining by Location Dependencies. Jen Ye Goh, David Taniar |
| 2004 | Modelling and Clustering of Gene Expressions Using RBFs and a Shape Similarity Metric. Carla S. Möller-Levet, Hujun Yin |
| 2004 | Multi-objective Genetic Algorithm Based Method for Mining Optimized Fuzzy Association Rules. Mehmet Kaya, Reda Alhajj |
| 2004 | Multiple Classifiers Fusion System Based on the Radial Basis Probabilistic Neural Networks. Wen-Bo Zhao, Mingyi Zhang, Li-Ming Wang, Ji-Yan Du, De-Shuang Huang |
| 2004 | New Applications for Object Recognition and Affine Motion Estimation by Independent Component Analysis. Liming Zhang, Xuming Huang |
| 2004 | New Medical Diagnostic Method for Oriental Medicine Using BYY Harmony Learning. JeongYon Shim |
| 2004 | On Building XML Data Warehouses. Laura Irina Rusu, J. Wenny Rahayu, David Taniar |
| 2004 | On a Detection of Korean Prosody Phrases Boundaries. Jong Kuk Kim, Ki-Young Lee, Myung Jin Bae |
| 2004 | Ontology-Based Web Navigation Assistant. Hyunsub Jung, Jaeyoung Yang, Joongmin Choi |
| 2004 | Orthogonal Least Square with Boosting for Regression. Sheng Chen, Xunxian Wang, David J. Brown |
| 2004 | PRICES: An Efficient Algorithm for Mining Association Rules. Chuan Wang, Christos Tjortjis |
| 2004 | Parallel Processing for Movement Detection in Neural Networks with Nonlinear Functions. Naohiro Ishii, Toshinori Deguchi, Hiroshi Sasaki |
| 2004 | Partial Discharge Classification Through Wavelet Packets of Their Modulated Ultrasonic Emission. Mazen Abdel-Salam, Yassin M. Y. Hasan, Mohammed Sayed, Salah Abdel-Sattar |
| 2004 | Personalized News Reading via Hybrid Learning. Ke Chen, Sunny Yeung |
| 2004 | Policy Gradient Method for Team Markov Games. Ville Könönen |
| 2004 | Poly-transformation. Ross D. King, Mohammed Ouali |
| 2004 | Pre-pruning Decision Trees by Local Association Rules. Tomoya Takamitsu, Takao Miura, Isamu Shioya |
| 2004 | Prediction of Implicit Protein-Protein Interaction by Optimal Associative Feature Mining. Jae-Hong Eom, Jeong Ho Chang, Byoung-Tak Zhang |
| 2004 | Prediction of Natively Disordered Regions in Proteins Using a Bio-basis Function Neural Network. Rebecca Thomson, Robert Esnouf |
| 2004 | PromSearch: A Hybrid Approach to Human Core-Promoter Prediction. Byoung-Hee Kim, Seong-Bae Park, Byoung-Tak Zhang |
| 2004 | Qualified Predictions for Proteomics Pattern Diagnostics with Confidence Machines. Zhiyuan Luo, Tony Bellotti, Alex Gammerman |
| 2004 | SVM-Based Classification of Distant Proteins Using Hierarchical Motifs. Jérôme Mikolajczak, Gérard Ramstein, Yannick Jacques |
| 2004 | Self-tuning Based Fuzzy PID Controllers: Application to Control of Nonlinear HVAC Systems. Behzad Moshiri, Farzan Rashidi |
| 2004 | Simultaneous Feature Selection and Weighting for Nearest Neighbor Using Tabu Search. Muhammad Atif Tahir, Ahmed Bouridane, Fatih Kurugollu |
| 2004 | Spam Classification Using Nearest Neighbour Techniques. Dave C. Trudgian |
| 2004 | Spam Mail Detection Using Artificial Neural Network and Bayesian Filter. Levent Özgür, Tunga Güngör, Fikret S. Gürgen |
| 2004 | Stock Trading by Modelling Price Trend with Dynamic Bayesian Networks. Jangmin O, Jae Won Lee, Sung-Bae Park, Byoung-Tak Zhang |
| 2004 | Summarizing Time Series: Learning Patterns in 'Volatile' Series. Saif Ahmad, Tugba Taskaya-Temizel, Khurshid Ahmad |
| 2004 | Surface Spatial Index Structure of High-Dimensional Space. Jiyuan An, Yi-Ping Phoebe Chen, Qinying Xu |
| 2004 | Synergy of Logistic Regression and Support Vector Machine in Multiple-Class Classification. Yuan-chin Ivan Chang, Sung-Chiang Lin |
| 2004 | The Application of K-Medoids and PAM to the Clustering of Rules. Alan P. Reynolds, Graeme Richards, Victor J. Rayward-Smith |
| 2004 | The Categorisation of Similar Non-rigid Biological Objects by Clustering Local Appearance Patches. Hongbin Wang, Phil F. Culverhouse |
| 2004 | The Effect of Image Compression on Classification and Storage Requirements in a High-Throughput Crystallization System. Ian Berry, Julie Wilson, Chris Mayo, Jon Diprose, Robert Esnouf |
| 2004 | Topological Tree for Web Organisation, Discovery and Exploration. Richard T. Freeman, Hujun Yin |
| 2004 | Two Further Gradient BYY Learning Rules for Gaussian Mixture with Automated Model Selection. Jinwen Ma, Bin Gao, Yang Wang, QianSheng Cheng |
| 2004 | Two Methods for Automatic 3D Reconstruction from Long Un-calibrated Sequences. Yoon-Yong Jeong, Bo-Ra Seok, Yong Ho Hwang, Hyun-Ki Hong |
| 2004 | Unsupervised Dense Regions Discovery in DNA Microarray Data. Andy M. Yip, Edmond HaoCun Wu, Michael K. Ng, Tony F. Chan |
| 2004 | Unsupervised Segmentation on Image with JSEG Using Soft Class Map. Yuanjie Zheng, Jie Yang, Yue Zhou |
| 2004 | User Adaptive Answers Generation for Conversational Agent Using Genetic Programming. Kyoung Min Kim, Sungsoo Lim, Sung-Bae Cho |
| 2004 | Using Fuzzy Sets in Contextual Word Similarity. Masrah Azrifah Azmi Murad, Trevor P. Martin |
| 2004 | Video Based Human Behavior Identification Using Frequency Domain Analysis. Jessica JunLin Wang, Sameer Singh |
| 2004 | Visualisation of Distributions and Clusters Using ViSOMs on Gene Expression Data. Swapna Sarvesvaran, Hujun Yin |
| 2004 | Visualisation of Multi-agent System Organisations Using a Self-organising Map of Pareto Solutions. Johnathan M. E. Gabbai, W. Andy Wright, Nigel M. Allinson |
| 2004 | Volatility Forecasts in Financial Time Series with HMM-GARCH Models. Xiong-Fei Zhuang, Lai-Wan Chan |
| 2004 | Wrapper for Ranking Feature Selection. Roberto Ruiz, Jesús S. Aguilar-Ruiz, José Cristóbal Riquelme Santos |