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Modelling and Clustering of Gene Expressions Using RBFs and a Shape Similarity Metric |
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1 | (10) |
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A Novel Hybrid GA/SVM System for Protein Sequences Classification |
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11 | (6) |
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Building Genetic Networks for Gene Expression Patterns |
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17 | (8) |
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SVM-Based Classification of Distant Proteins Using Hierarchical Motifs |
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25 | (6) |
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Knowledge Discovery in Lymphoma Cancer from Gene--Expression |
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31 | (8) |
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A Method of Filtering Protein Surface Motifs Based on Similarity Among Local Surfaces |
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39 | (7) |
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Qualified Predictions for Proteomics Pattern Diagnostics with Confidence Machines |
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46 | (6) |
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An Assessment of Feature Relevance in Predicting Protein Function from Sequence |
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52 | (6) |
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A New Artificial Immune System Algorithm for Clustering |
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58 | (7) |
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The Categorisation of Similar Non-rigid Biological Objects by Clustering Local Appearance Patches |
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65 | (6) |
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Unsupervised Dense Regions Discovery in DNA Microarray Data |
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71 | (7) |
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Visualisation of Distributions and Clusters Using ViSOMs on Gene Expression Data |
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78 | (7) |
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Prediction of Implicit Protein-Protein Interaction by Optimal Associative Feature Mining |
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85 | (7) |
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Exploring Dependencies Between Yeast Stress Genes and Their Regulators |
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92 | (7) |
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99 | (9) |
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Prediction of Natively Disordered Regions in Proteins Using a Bio-basis Function Neural Network |
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108 | (9) |
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The Effect of Image Compression on Classification and Storage Requirements in a High-Throughput Crystallization System |
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117 | (8) |
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PromSearch: A Hybrid Approach to Human Core-Promoter Prediction |
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125 | (7) |
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Data Mining and Knowledge Engineering |
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Synergy of Logistic Regression and Support Vector Machine in Multiple-Class Classification |
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132 | (10) |
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Deterministic Propagation of Blood Pressure Waveform from Human Wrists to Fingertips |
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142 | (6) |
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Pre-pruning Decision Trees by Local Association Rules |
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148 | (4) |
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A New Approach for Selecting Attributes Based on Rough Set Theory |
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152 | (7) |
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A Framework for Mining Association Rules in Data Warehouses |
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159 | (7) |
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Haorianto Cokrowijoyo Tjioe |
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Intelligent Web Service Discovery in Large Distributed System |
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166 | (7) |
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The Application of K-Medoids and PAM to the Clustering of Rules |
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173 | (6) |
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A Comparison of Texture Teatures for the Classification of Rock Images |
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179 | (6) |
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A Mixture of Experts Image Enhancement Scheme for CCTV Images |
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185 | (6) |
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Integration of Projected Clusters and Principal Axis Trees for High-Dimensional Data Indexing and Query |
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191 | (6) |
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Unsupervised Segmentation on Image with JSEG Using Soft Class Map |
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197 | (6) |
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Descry: A Density Based Clustering Algorithm for Very Large Data Sets |
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203 | (8) |
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A Fuzzy Set Based Trust and Reputation Model in P2P Networks |
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211 | (7) |
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Video Based Human Behavior Identification Using Frequency Domain Analysis |
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218 | (7) |
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Mobile Data Mining by Location Dependencies |
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225 | (7) |
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An Algorithm for Artificial Intelligence-Based Model Adaptation to Dynamic Data Distribution |
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232 | (9) |
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On a Detection of Korean Prosody Phrases Boundaries |
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241 | (6) |
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A Collision Avoidance System for Autonomous Ship Using Fuzzy Relational Products and Colregs |
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247 | (6) |
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Engineering Knowledge Discovery in Network Intrusion Detection |
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253 | (6) |
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False Alarm Classification Model for Network-Based Intrusion Detection System |
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259 | (7) |
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Exploiting Safety Constraints in Fuzzy Self-organising Maps for Safety Critical Applications |
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266 | (6) |
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Surface Spatial Index Structure of High-Dimensional Space |
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272 | (7) |
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Generating and Applying Rules for Interval Valued Fuzzy Observations |
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279 | (6) |
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Automatic Video Shot Boundary Detection Using Machine Learning |
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285 | (8) |
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On Building XML Data Warehouses |
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293 | (7) |
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A Novel Method for Mining Frequent Subtrees from XML Data |
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300 | (6) |
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Mining Association Rules Using Relative Confidence |
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306 | (8) |
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Multiple Classifiers Fusion System Based on the Radial Basis Probabilistic Neural Networks |
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314 | (6) |
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An Effective Distributed Privacy-Preserving Data Mining Algorithm |
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320 | (6) |
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Dimensionality Reduction with Image Data |
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326 | (7) |
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Implicit Fitness Sharing Speciation and Emergent Diversity in Tree Classifier Ensembles |
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333 | (6) |
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Improving Decision Tree Performance Through Induction-and Cluster-Based Stratified Sampling |
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339 | (6) |
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Learning to Classify Biomedical Terms Through Literature Mining and Genetic Algorithms |
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345 | (7) |
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Prices: An Efficient Algorithm for Mining Association Rules |
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352 | (7) |
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Combination of SVM Knowledge for Microcalcification Detection in Digital Mammograms |
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359 | (7) |
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Char: An Automatic Way to Describe Characteristics of Data |
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366 | (11) |
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Two Methods for Automatic 3D Reconstruction from Long Un-calibrated Sequences |
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377 | (7) |
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Wrapper for Ranking Feature Selection |
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384 | (6) |
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Simultaneous Feature Selection and Weighting for Nearest Neighbor Using Tabu Search |
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390 | (6) |
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Fast Filtering of Structural Similarity Search Using Discovery of Topological Patterns |
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396 | (6) |
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Detecting Worm Propagation Using Traffic Concentration Analysis and Inductive Learning |
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402 | (7) |
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Comparing Study for Detecting Microcalcifications in Digital Mammogram Using Wavelets |
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409 | (7) |
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A Hybrid Multi-layered Speaker Independent Arabic Phoneme Identification System |
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416 | (8) |
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Feature Selection for Natural Disaster Texts Classification Using Testors |
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424 | (6) |
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Jose Fco. Martinez-Trinidad |
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Mining Large Engineering Data Sets on the Grid Using Aura |
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430 | (7) |
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Self-tuning Based Fuzzy PID Controllers: Application to Control of Nonlinear HVAC Systems |
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437 | (6) |
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Ontology-Based Web Navigation Assistant |
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443 | (6) |
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A Hybrid Fuzzy-Neuro Model for Preference-Based Decision Analysis |
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449 | (8) |
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Combining Rules for Text Categorization Using Dempster's Rule of Combination |
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457 | (7) |
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Genetic Program Based Data Mining for Fuzzy Decision Trees |
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464 | (7) |
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Automating Co-evolutionary Data Mining |
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471 | (7) |
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Topological Tree for Web Organisation, Discovery and Exploration |
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478 | (7) |
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New Medical Diagnostic Method for Oriental Medicine Using BYY Harmony Learning |
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485 | (6) |
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An Intelligent Topic-Specific Crawler Using Degree of Relevance |
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491 | (8) |
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Development of a Global and Integral Model of Business Management Using an Unsupervised Model |
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499 | (6) |
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Spam Mail Detection Using Artificial Neural Network and Bayesian Filter |
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505 | (6) |
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An Integrated Approach to Automatic Indoor Outdoor Scene Classification in Digital Images |
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511 | (6) |
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Using Fuzzy Sets in Contextual Word Similarity |
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517 | (6) |
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Summarizing Time Series: Learning Patterns in `Volatile' Series |
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523 | (10) |
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Cosine Transform Priors for Enhanced Decoding of Compressed Images |
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533 | (7) |
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Partial Discharge Classification Through Wavelet Packets of Their Modulated Ultrasonic Emission |
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540 | (6) |
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A Hybrid Optimization Method of Multi-objective Genetic Algorithm (MOGA) and K-Nearest Neighbor (KNN) Classifier for Hydrological Model Calibration |
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546 | (6) |
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Cluster-Based Visualisation of Marketing Data |
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552 | (7) |
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Dynamic Symbolization of Streaming Time Series |
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559 | (6) |
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A Clustering Model for Mining Evolving Web User Patterns in Data Stream Environment |
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565 | (7) |
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An Improved Constructive Neural Network Ensemble Approach to Medical Diagnoses |
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572 | (6) |
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Spam Classification Using Nearest Neighbour Techniques |
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578 | (8) |
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Learning Algorithms and Systems |
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Kernel Density Construction Using Orthogonal Forward Regression |
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586 | (7) |
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Orthogonal Least Square with Boosting for Regression |
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593 | (7) |
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New Applications for Object Recognition and Affine Motion Estimation by Independent Component Analysis |
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600 | (7) |
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Personalized News Reading via Hybrid Learning |
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607 | (6) |
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Mercer Kernel, Fuzzy C-Means Algorithm, and Prototypes of Clusters |
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613 | (6) |
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Divace: Diverse and Accurate Ensemble Learning Algorithm |
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619 | (7) |
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Parallel Processing for Movement Detection in Neural Networks with Nonlinear Functions |
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626 | (8) |
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Combining Multiple k-Nearest Neighbor Classifiers Using Different Distance Functions |
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634 | (8) |
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Finding Minimal Addition Chains Using Ant Colony |
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642 | (6) |
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Combining Local and Global Models to Capture Fast and Slow Dynamics in Time Series Data |
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648 | (6) |
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A Variable Metric Probabilistic k-Nearest-Neighbours Classifier |
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654 | (6) |
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Feature Word Tracking in Time Series Documents |
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660 | (6) |
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Combining Gaussian Mixture Models |
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666 | (6) |
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Global Convergence of Steepest Descent for Quadratic Functions |
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672 | (6) |
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Boosting Orthogonal Least Squares Regression |
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678 | (6) |
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Local Separation Property of the Two-Source ICA Problem with the One-Bit-Matching Condition |
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684 | (6) |
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Two Further Gradient BYY Learning Rules for Gaussian Mixture with Automated Model Selection |
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690 | (6) |
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Improving Support Vector Solutions by Selecting a Sequence of Training Subsets |
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696 | (6) |
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Machine Learning for Matching Astronomy Catalogues |
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702 | (6) |
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Boosting the Tree Augmented Naive Bayes Classifier |
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708 | (6) |
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Clustering Model Selection for Reduced Support Vector Machines |
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714 | (6) |
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Generating the Reduced Set by Systematic Sampling |
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720 | (6) |
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Experimental Comparison of Classification Uncertainty for Randomised and Bayesian Decision Tree Ensembles |
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726 | (7) |
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Policy Gradient Method for Team Markov Games |
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733 | (7) |
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An Information Theoretic Optimal Classifier for Semi-supervised Learning |
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740 | (6) |
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Improving Evolutionary Algorithms by a New Smoothing Technique |
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746 | (6) |
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In-Situ Learning in Multi-net Systems |
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752 | (6) |
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Multi-objective Genetic Algorithm Based Method for Mining Optimized Fuzzy Association Rules |
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758 | (7) |
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Co-training from an Incremental EM Perspective |
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765 | (9) |
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Locally Tuned General Regression for Learning Mixture Models Using Small Incomplete Data Sets with Outliers and Overlapping Classes |
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774 | (6) |
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Credit Risks of Interest Rate Swaps: A Comparative Study of CIR and Monte Carlo Simulation Approach |
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780 | (8) |
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Cardinality Constrained Portfolio Optimisation |
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788 | (6) |
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Stock Trading by Modelling Price Trend with Dynamic Bayesian Networks |
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794 | (6) |
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Detecting Credit Card Fraud by Using Questionnaire-Responded Transaction Model Based on Support Vector Machines |
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800 | (7) |
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Volatility Forecasts in Financial Time Series with HMM-GARCH Models |
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807 | (6) |
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User Adaptive Answers Generation for Conversational Agent Using Genetic Programming |
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813 | (7) |
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Comparing Measures of Agreement for Agent Attitudes |
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820 | (7) |
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Hierarchical Agglomerative Clustering for Agent-Based Dynamic Collaborative Filtering |
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827 | (6) |
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Learning Users' Interests in a Market-Based Recommender System |
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833 | (8) |
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Visualisation of Multi-agent System Organisations Using a Self-organising Map of Pareto Solutions |
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841 | (8) |
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| Author Index |
|
849 | |
Other versions by this Author