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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 | |