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Feature Extraction | |
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An Instance Selection Algorithm Based on Reverse Nearest Neighbor | |
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A Game Theoretic Approach for Feature Clustering and Its Application to Feature Selection | |
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Feature Selection Strategy in Text Classification | |
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Unsupervised Feature W8 | |
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An Effective Feature Selection Method for Text Categorization | |
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Machine Learning | |
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A Subpath Kernel for Rooted Unordered Trees | |
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Classification Probabilistic PCA with Application in Domain Adaptation | |
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Probabilistic Matrix Factorization Leveraging Contexts for Unsupervised Relation Extraction | |
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The Unsymmetrical-Style Co-training | |
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Balance Support Vector Machines Locally Using the Structural Similarity Kernel | |
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Using Classifier-Based Nominal Imputation to Improve Machine Learning | |
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A Bayesian Framework for Learning Shared and Individual Subspaces from Multiple Data Sources | |
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Are Tensor Decomposition Solutions Unique? On the Global Convergence HOSVD and ParaFac Algorithms | |
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Improved Spectral Hashing | |
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Clustering | |
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High-Order Co-clustering Text Data on Semantics-Based Representation Model | |
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The Role of Hubness in Clustering High-Dimensional Data | |
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Spatial Entropy-Based Clustering for Mining Data with Spatial Correlation | |
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Self-adjust Local Connectivity Analysis for Spectral Clustering | |
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An Effective Density-Based Hierarchical Clustering Technique to Identify Coherent Patterns from Gene Expression Data | |
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Nonlinear Discriminative Embedding for Clustering via Spectral Regularization | |
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An Adaptive Fuzzy k-Nearest Neighbor Method Based on Parallel Particle Particle Swarm Optimization for Bankruptcy Prediction | |
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Semi-supervised Parameter-Free Divisive Hierarchical Clustering of Categorical Data | |
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Classification | |
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Identifying Hidden Contexts in Classification | |
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Cross-Lingual Sentiment Classification via Bi-view Non-negative Matrix Tri-Factorization | |
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A Sequential Dynamic Multi-class Model and Recursive Filtering by Variational Bayesian Methods | |
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Random Ensemble Decision Trees for Learning Concept-Drifting Data Streams | |
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Collaborative Data Cleaning for Sentiment Classification with Noisy Training Corpus | |
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Pattern Mining | |
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Using Constraints to Generate and Explore Higher Order Discriminative Patterns | |
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Mining Maximal Co-located Event Sets | |
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Pattern Mining for a Two-Stage Information Filtering System | |
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Efficiently Retrieving Longest Common Route Patterns of Moving Objects By Summarizing Turning Regions | |
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Automatic Assignment of Item W8 | |
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Prediction | |
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Predicting Private Company Exits Using Qualitative Data | |
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A Rule-Based Method for Customer Churn Prediction in Telecommunication Services | |
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Text Mining | |
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Adaptive and Effective Keyword Search for XML | |
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Steering Time-Dependent Estimation of Posteriors with Hyper parameter Indexing in Bayesian Topic Models | |
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Constrained LDA for Grouping Product Features in Opinion Mining | |
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Semantic Dependent Word Pairs Generative Model for Fine-Grained Product Feature Mining | |
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Grammatical Dependency-Based Relations for Term W8 | |
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XML Documents Clustering Using a Tensor Space Model | |
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An Efficient Pre-processing Method to Identify Logical Components from PDF Documents | |
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Combining Proper Name-Coreference with Conditional Random Fields for Semi-supervised Named Entity Recognition in Vietnamese Text | |
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Topic Analysis of Web User Behavior Using LDA Model on Proxy Logs | |
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SizeSpotSigs: An Effective Deduplicate Algorithm Considering the Size of Page Content | |
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Knowledge Transfer across Multilingual Corpora via Latent Topics | |
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Author Index | |