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Boosting Support Vector Machines for Imbalanced Data Sets +
Bootstrapping Named Entity Annotation by Means of Active Machine Learning: A Method for Creating Corpora +
Bootstrapping Named Entity Annotation by Means of Active Machine Learning +
Bridging Centrality: Graph Mining from Element Level to Group Level +
Building Semantic Kernels for Text Classification Using Wikipedia +
Bypass Rates: Reducing Query Abandonment Using Negative Inferences +
CRO : A System for Online Review Structurization +
Can Complex Network Metrics Predict the Behavior of NBA Teams? +
Case Study Research: Design and Methods. Fourth Edition +
Categorizing and Mining Concept Drifting Data Streams +
Challenges in Pronoun Resolution System for Biomedical Text +
Cheap and Fast - But is it Good?: Evaluating non-expert annotations for natural language tasks +
Church: A Language for Generative Models +
Classification with Partial Labels +
Colibri: Fast Mining of Large Static and Dynamic Graphs +
Collaborative Filtering for Implicit Feedback Datasets +
Column-stores Vs. Row-stores: How Different Are They Really? +
Combinational Collaborative Filtering for Personalized Community Recommendation +
Community Evolution in Dynamic Multi-mode Networks +
Composition Attacks and Auxiliary Information in Data Privacy +
Concept-graph based Biomedical Automatic Summarization Using Ontologies +
Concept Recognition for Extracting Protein Interaction Relations from Biomedical Text +
Constrained Clustering: Advances in Algorithms, Theory, and Applications +
Constraint Programming for Itemset Mining +
Constructing Comprehensive Summaries of Large Event Sequences +
Context-aware Query Suggestion by Mining Click-through and Session Data +
Context-aware Recommender Systems +
Convex Multi-task Feature Learning +
Coreference: Current Trends and Future Directions +
Creating Relational Data from Unstructured and Ungrammatical Data Sources +
Curious Machines: Active Learning with Structured Instances +
Customer Targeting Models Using Actively-selected Web Content +
Cut-and-stitch: Efficient Parallel Learning of Linear Dynamical Systems on Smps +
Cuts3vm: A Fast Semi-supervised Svm Algorithm +
Decision Trees for Hierarchical Multi-label Classification +
Data Mining Using High Performance Data Clouds: Experimental Studies Using Sector and Sphere +
De-duping URLs via Rewrite Rules +
Decoding Wikipedia Categories for Knowledge Acquisition +
Deductio'ad Absurdum: CEOs Donating their Own Stock to their Own Family Foundations +
Deriving Distance Metrics from Generality Relations +
Detecting Privacy Leaks Using Corpus-based Association Rules +
DiMaC: A Disguised Missing Data Cleaning Tool +
Direct Mining of Discriminative and Essential Frequent Patterns via Model-based Search Tree +
Discrimination-aware Data Mining +
Effective Label Acquisition for Collective Classification +
Effective and Efficient Itemset Pattern Summarization: Regression-based Approaches +
Efficient Computation of Personal Aggregate Queries on Blogs +
Efficient Semi-streaming Algorithms for Local Triangle Counting in Massive Graphs +
Efficient Ticket Routing by Resolution Sequence Mining +
Electronic Publication and the Narrowing of Science and Scholarship +
Encyclopedia of Data Warehousing and Mining, 2nd edition +
Enhancing Collaborative Web Search with Personalization: Groupization, Smart Splitting, and Group Hit-highlighting +
Entity Categorization Over Large Document Collections +
Entity Categorization over Large Document Collections +
Entity Ranking in Wikipedia +
Experimental Comparison of Scalable Online Ad Serving +
Exploiting Hyponymy in Extracting Relations and Enhancing Ontologies +
Exploiting Multiply Annotated Corpora in Biomedical Information Extraction Tasks +
Extraction of semantic Biomedical Relations From Text Using Conditional Random Fields +
Extended Named Entity Ontology with Attribute Information +
Extracting Semantic Networks from Text via Relational Clustering +
Extracting Shared Subspace for Multi-label Classification +
Extracting and Composing Robust Features with Denoising Autoencoders +
FAST: A Roc-based Feature Selection Metric for Small Samples and Imbalanced Data Classification Problems +
FRIL: A Tool for Comparative Record Linkage +
Factorization Meets the Neighborhood: A Multifaceted Collaborative Filtering Model +
Fast Collapsed Gibbs Sampling for Latent Dirichlet Allocation +
Fast Computation of Moore-Penrose Inverse Matrices +
Fast Logistic Regression for Text Categorization with Variable-length N-grams +
Fastanova: An Efficient Algorithm for Genome-wide Association Study +
Febrl -: An Open Source Data Cleaning, Deduplication and Record Linkage System with a Graphical User Interface +
Feedback Effects Between Similarity and Social Influence in Online Communities +
Finding Non-redundant, Statistically Significant Regions in High Dimensional Data: A Novel Approach to Projected and Subspace Clustering +
From Glossaries to Ontologies: Extracting Semantic Structure from Textual Definitions +
Generating Succinct Titles for Web URLs +
Genesis of Postal Address Reading, Current State and Future Prospects: Thirty Years of Pattern Recognition on Duty of Postal Services +
Genre Oriented Summarization +
Get Another Label? Improving Data Quality and Data Mining Using Multiple, Noisy Labelers +
Giving Customers a Fair Hearing +
Glossary of Terms Relating to Thesauri and Other Forms of Structured Vocabulary for Information Retrieval +
Graph-based Representation and Reasoning for Ontologies +
Graph Mining and Graph Kernels +
Heterogeneous Data Fusion for Alzheimer's Disease Study +
Hive Psychology, Happiness, and Public Policy +
How Is Meaning Grounded in Dictionary Definitions? +
Hypergraph Spectral Learning for Multi-label Classification +
I SAX: Indexing and Mining Terabyte Sized Time Series +
Language Resource Management — Lexical Markup Framework (LMF) +
Identifying Authoritative Actors in Question-answering Forums: The Case of Yahoo! Answers +
Identifying Biologically Relevant Genes via Multiple Heterogeneous Data Sources +
Identifying Domain Expertise of Developers from Source Code +
Identifying Key Concepts in An Ontology, through the Integration of Cognitive Principles with Statistical and Topological Measures +
Idiopathic Thrombocytopenic Purpura: Current Concepts in Pathophysiology and Management +
Improving the Accuracy and Efficiency of MAP Inference for Markov Logic +
Influence and Correlation in Social Networks +
Information Extraction +
Information Extraction from Wikipedia: Moving Down the Long Tail +
Intelligence in Wikipedia +
Inter-species normalization of gene mentions with GNAT +
Interactive Entity Resolution in Relational Data: A Visual Analytic Tool and Its Evaluation +