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Exploring Social Tagging Graph for Web Object Classification +
Extended Boolean Matrix Decomposition +
Extending Autocompletion to Tolerate Errors +
Extending SPARQL with Regular Expression Patterns (for Querying RDF) +
Extracting and Managing Structured Web Data +
Extracting Discriminative Concepts for Domain Adaptation in Text Mining +
Extracting Output Metadata from Scientific Deep Web Data Sources +
FACTORIE: Probabilistic Programming via Imperatively Defined Factor Graphs. +
FURIA: An Algorithm for Unordered Fuzzy Rule Induction +
Fact-Orientation Applied to Develop a Flexible Employment Benefits System +
Fast Approximate Spectral Clustering +
Feature Extraction Through Local Learning +
Feature Hashing for Large Scale Multitask Learning +
Feature Shaping for Linear SVM Classifiers +
Finding Dense Subgraphs with Size Bounds +
Finding the Frequent Items in Streams of Data +
Finding Time Series Motifs in Disk-Resident Data +
Finding a Team of Experts in Social Networks +
flowNet: Flow-based Approach for Efficient Analysis of Complex Biological Networks +
Forgive Us Our Trespasses? The Rise of Consumer Debt in Modern America +
Frequent Pattern Mining with Uncertain Data +
GRAPE: A Graph-based Framework for Disambiguating People Appearances in Web Search +
Generalized Expectation Criteria for Bootstrapping Extractors using Record-Text Alignment +
Generic Entity Resolution with Negative Rules +
Genome and Proteome Annotation: Organization, Interpretation and Integration +
Genre-based Decomposition of Email Class Noise +
Graph-based Knowledge Representation: Computational Foundations of Conceptual Graphs +
Grocery Shopping Recommendations based on Basket-sensitive Random Walk +
Grouped Graphical Granger Modeling Methods for Temporal Causal Modeling +
Handbook Of Research On Machine Learning Applications and Trends: Algorithms, Methods and Techniques - 2 Volumes +
Handbook of Statistical Analysis and Data Mining Applications +
Handbook on Ontologies (2nd edition) +
Handbook of Research on Text and Web Mining Technologies +
Heterogeneous Source Consensus Learning via Decision Propagation and Negotiation +
High-Performance Gene Name Normalization with GENO +
iTopicModel: Information Network-Integrated Topic Modeling +
Ideal Downward Refinement in the EL Description Logic +
Immune Thrombocytopenic Purpura: The Treatment Paradigm +
Improving Classification Accuracy Using Automatically Extracted Training Data +
Improving Clustering Stability with Combinatorial MRFs +
Improving Data Mining Utility with Projective Sampling +
Incorporating Domain Knowledge Into Topic Modeling via Dirichlet Forest Priors +
Incorporating Site-level Knowledge for Incremental Crawling of Web Forums: A List-wise Strategy +
Inference in Epidemic Models Without Likelihoods +
Information Theoretic Regularization for Semi-supervised Boosting +
Intelligent File Scoring System for Malware Detection from the Gray List +
Interim Report from the Panel Chairs: AAAI Presidential Panel on Long-Term AI Futures +
Introduction to Linguistic Annotation and Text Analytics +
Introduction to Semi-Supervised Learning +
Is An Agent Theory of Mind (ToM) Valuable for Adaptive, Intelligent Systems? +
Issues in Evaluation of Stream Learning Algorithms +
Joint Parsing and Named Entity Recognition +
KDD'09: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining +
Kernel Conditional Quantile Estimation via Reduction Revisited +
Labor Regulations, Unions, and Social Protection in Developing Countries: Market Distortions Or Efficient Institutions? +
Large Human Communication Networks: Patterns and a Utility-driven Generator +
Large-scale Behavioral Targeting +
Large-scale Graph Mining Using Backbone Refinement Classes +
Large-scale Sparse Logistic Regression +
Learning Classifier Systems: A Complete Introduction, Review, and Roadmap +
Learning Dynamic Temporal Graphs for Oil-production Equipment Monitoring System +
Learning, Indexing, and Diagnosing Network Faults +
Learning Lightweight Ontologies from Text across Different Domains using the Web as Background Knowledge +
Learning Markov Logic Network Structure via Hypergraph Lifting +
Learning Optimal Ranking with Tensor Factorization for Tag Recommendation +
Learning Patterns in the Dynamics of Biological Networks +
Learning Semantic Correspondences with Less Supervision +
Learning the Shared Subspace for Multi-task Clustering and Transductive Transfer Classification +
Learning the Shared Subspace for Multi-task Clustering and Transductive Transfer Classification +
Learning from Examples to Improve Code Completion Systems +
Learning to Rank for Information Retrieval +
Learning with a Non-exhaustive Training Dataset: A Case Study: Detection of Bacteria Cultures Using Optical-scattering Technology +
Least Square Incremental Linear Discriminant Analysis +
Least Square Incremental Linear Discriminant Analysis +
Killer Robots: Legality and ethicality of autonomous weapons +
Lifted Aggregation in Directed First-order Probabilistic Models +
Linear Probability, Logit, and Probit Models: How Do They Differ? +
LingPipe: Word Sense Tutorial +
Linked Data - the Story So Far +
Literature Clustering Using Citation Semantics +
Literature-Curated Protein Interaction Datasets +
Markov Logic: An Interface Layer for Artificial Intelligence +
Matching Reviews to Objects Using a Language Model +
Matrix Factorization Techniques for Recommender Systems +
Measuring the Effects of Preprocessing Decisions and Network Forces in Dynamic Network Analysis +
Meme-tracking and the Dynamics of the News Cycle +
MetaFac: Community Discovery via Relational Hypergraph Factorization +
Migration Motif: A Spatial - Temporal Pattern Mining Approach for Financial Markets +
Mind the Gaps: Weighting the Unknown in Large-scale One-class Collaborative Filtering +
Mining Brain Region Connectivity for Alzheimer's Disease Study via Sparse Inverse Covariance Estimation +
Mining Broad Latent Query Aspects from Search Sessions +
Mining Discrete Patterns via Binary Matrix Factorization +
Mining Meaning from Wikipedia +
Mining Rich Session Context to Improve Web Search +
Mining Social Networks for Personalized Email Prioritization +
Mining Web Logs: Applications and Challenges +
Mining for the Most Certain Predictions from Dyadic Data +
Mismatched Models, Wrong Results, and Dreadful Decisions: On Choosing Appropriate Data Mining Tools +
Modeling and Data Mining in Blogosphere +
Modeling Syntactic Structures of Topics with a Nested HMM-LDA +