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Context-aware Citation Recommendation +
Contextual Information Improves {OOV} Detection in Speech +
Convolutional Deep Belief Networks on Cifar-10 +
Corpora for the Conceptualisation and Zoning of Scientific Papers +
Corry: A System for Coreference Resolution +
Corry: A System for Coreference Resolution +
Creating Speech and Language Data with Amazon's Mechanical Turk +
DUST: A Generalized Notion of Similarity Between Uncertain Time Series +
Data-Intensive Text Processing with MapReduce +
Data Mining Methods for Recommender Systems +
Data Mining in the Online Services Industry +
Data Mining to Predict and Prevent Errors in Health Insurance Claims Processing +
Data Mining with Differential Privacy +
Data Winnowing +
Designing Efficient Cascaded Classifiers: Tradeoff Between Accuracy and Cost +
Detecting Abnormal Coupled Sequences and Sequence Changes in Group-based Manipulative Trading Behaviors +
Detecting Duplicate Biological Entities Using Markov Random Field-based Edit Distance +
Diagnosing Memory Leaks Using Graph Mining on Heap Dumps +
Direct Mining of Discriminative Patterns for Classifying Uncertain Data +
Discovering Frequent Patterns in Sensitive Data +
Discovering Frequent Subgraphs over Uncertain Graph Databases under Probabilistic Semantics +
Discovering Precursors to Aviation Safety Incidents: From Massive Data to Actionable Information +
Discovering Significant Relaxed Order-preserving Submatrices +
Discovery of Significant Emerging Trends +
Discriminative Topic Modeling based on Manifold Learning +
DivRank: The Interplay of Prestige and Diversity in Information Networks +
Document Clustering via Dirichlet Process Mixture Model with Feature Selection +
Domain Driven Data Mining +
Dremel: Interactive Analysis of Web-scale Datasets +
Drug Harms in the UK: A Multicriteria Decision Analysis +
Dynamics of Conversations +
Efficient Graph-based Semi-supervised Learning of Structured Tagging Models +
End-to-end Coreference Resolution via Hypergraph Partitioning +
Enhancing Search with Structure +
Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions +
Ensemble Pruning via Individual Contribution Ordering +
Ensemble-based Classifiers +
Entity Mention Detection using a Combination of Redundancy-Driven Classifiers +
Estimating Rates of Rare Events with Multiple Hierarchies through Scalable Log-linear Models +
Evaluating Online Ad Campaigns in a Pipeline: Causal Models at Scale +
Evolutionary Hierarchical Dirichlet Processes for Multiple Correlated Time-varying Corpora +
Experimental Design and Analysis +
Expert Identification in Community Question Answering: Exploring Question Selection Bias +
Exploitation and Exploration in a Performance based Contextual Advertising System +
Exploring Co-Reference Chains for Concept Annotation of Domain Texts +
Extracting Sequences from the Web +
Extracting Temporal Signatures for Comprehending Systems Biology Models +
Factorization Machines +
Fast Euclidean Minimum Spanning Tree: Algorithm, Analysis, and Applications +
Fast Nearest-neighbor Search in Disk-resident Graphs +
Fast Online Learning through Offline Initialization for Time-sensitive Recommendation +
Fast Query Execution for Retrieval Models based on Path-constrained Random Walks +
Fast Regular Expression Matching Using Small TCAMs for Network Intrusion Detection and Prevention Systems +
Feature Selection for Support Vector Regression Using Probabilistic Prediction +
Finding Effectors in Social Networks +
Flexible Constrained Spectral Clustering +
Flexible Ontology Population from Text: The OwlExporter +
Formal Description of Resources for Ontology-based Semantic Annotation +
Frameworks for Entity Matching: A Comparison +
Frequent Regular Itemset Mining +
From Frequency to Meaning: Vector Space Models of Semantics +
From RankNet to LambdaRank to LambdaMART: An Overview +
GLS-SOD: A Generalized Local Statistical Approach for Spatial Outlier Detection +
Generative Models for Ticket Resolution in Expert Networks +
Geometric Tools for Graph Mining of Large Social and Information Networks +
Grafting-light: Fast, Incremental Feature Selection and Structure Learning of Markov Random Fields +
Graph Data Management and Mining: A Survey of Algorithms and Applications +
Growing a Tree in the Forest: Constructing Folksonomies by Integrating Structured Metadata +
Hidden Semi-Markov Models +
Higher-order Logic Learning and Lambda-Progol +
Hilbert Space Embeddings of Hidden Markov Models +
How Pleasure Works: The New Science of Why We Like What We Like +
Identifying Generic Noun Phrases +
Identifying the Information Structure of Scientific Abstracts: An Investigation of Three Different Schemes +
Indexing and Mining Time Sequences +
Inducing Domain-specific Semantic Class Taggers from (almost) Nothing +
Inductive Logic Programming As Abductive Search +
Inferring Networks of Diffusion and Influence +
Integrating Keywords and Semantics on Document Annotation and Search +
International Encyclopedia of Statistical Science +
Introduction to Stochastic Processes +
Joint Covariate Selection and Joint Subspace Selection for Multiple Classification Problems +
Joint Inference for Knowledge Extraction from Biomedical Literature +
k-Support Anonymity based on Pseudo Taxonomy for Outsourcing of Frequent Itemset Mining +
KYOTO: An open platform for mining facts +
Knowledge-based Vector Space Model for Text Clustering +
Knowledge-rich Word Sense Disambiguation Rivaling Supervised Systems +
LTP: A Chinese Language Technology Platform +
Large Linear Classification When Data Cannot Fit in Memory +
Large Scale Image Annotation: Learning to Rank with Joint Word-image Embeddings +
Large-scale Machine Learning with Stochastic Gradient Descent +
Latent Aspect Rating Analysis on Review Text Data: A Rating Regression Approach +
Learning Author-topic Models from Text Corpora +
Learning Incoherent Sparse and Low-rank Patterns from Multiple Tasks +
Learning Word-class Lattices for Definition and Hypernym Extraction +
Learning through Exploration +
Learning to Combine Discriminative Classifiers: Confidence based +
Learning with Cost Intervals +
Lightweight Ontologies +
Long-term Management of Chronic Immune Thrombocytopenic Purpura in Adults +