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A Sparsity-inducing Formulation for Evolutionary Co-clustering +
A Structural Cluster Kernel for Learning on Graphs +
A Survey of Bayesian Predictive Methods for Model Assessment, Selection and Comparison +
A Survey of Monte Carlo Tree Search Methods +
Abundance: The Future is Better Than You Think +
Accelerated Singular Value Thresholding for Matrix Completion +
Active Learning for Online Bayesian Matrix Factorization +
Active Sampling for Entity Matching +
Active Spectral Clustering via Iterative Uncertainty Reduction +
Adding Semantics to Microblog Posts +
Adversarial Support Vector Machine Learning +
Aggregating Web Offers to Determine Product Prices +
Algorithms for Mining Uncertain Graph Data +
An Enhanced Relevance Criterion for More Concise Supervised Pattern Discovery +
An Integrated Data Mining Approach to Real-time Clinical Monitoring and Deterioration Warning +
An Overview of the CPROD1 Contest on Consumer Product Recognition Within User Generated Postings and Normalization Against a Large Product Catalog +
Analysis and Enhancement of Wikification for Microblogs with Context Expansion. +
Anomaly Detection for Discrete Sequences: A Survey +
Anonymizing Set-valued Data by Nonreciprocal Recoding +
Antifragile: Things That Gain from Disorder +
Architectural Designs of Echo State Network +
Automatic Taxonomy Construction from Keywords +
Automating Scientific Discovery +
BRAT: A Web-based Tool for NLP-assisted Text Annotation +
BabelNet: The Automatic Construction, Evaluation and Application of a Wide-coverage Multilingual Semantic Network +
Batch Mode Active Sampling based on Marginal Probability Distribution Matching +
Bayesian Reasoning and Machine Learning +
Bayesian Relational Data Analysis +
Bayesian and L1 Approaches to Sparse Unsupervised Learning +
Beyond Outrage: Expanded Edition: What Has Gone Wrong with Our Economy and Our Democracy, and how to Fix It +
Bid Optimizing and Inventory Scoring in Targeted Online Advertising +
Bootstrapped Language Identification for Multi-site Internet Domains +
Building An Engine for Big Data +
Capacitated Team Formation Problem on Social Networks +
Changes of Mind: An Essay on Rational Belief Revision +
Chapter 12 - Logistic Regression +
Chromatic Correlation Clustering +
Circle-based Recommendation in Online Social Networks +
ComSoc: Adaptive Transfer of User Behaviors over Composite Social Network +
Coming Apart: The State of White America, 1960-2010 +
Community Discovery and Profiling with Social Messages +
Confidence Intervals for the Difference Between Two Partial AUCs +
Constructing Popular Routes from Uncertain Trajectories +
Constructing a Textual KB from a Biology TextBook +
Context-Dependent Pre-Trained Deep Neural Networks for Large-Vocabulary Speech Recognition +
Coupled Behavior Analysis for Capturing Coupling Relationships in Group-based Market Manipulations +
Cross-domain Collaboration Recommendation +
Cross-media Knowledge Discovery +
DEMON: A Local-first Discovery Method for Overlapping Communities +
Data-driven Multilingual Coreference Resolution Using Resolver Stacking +
Data Mining: Concepts and Techniques (3rd Edition) +
Dependency Clustering Across Measurement Scales +
Design Principles of Massive, Robust Prediction Systems +
Detecting Changes of Clustering Structures Using Normalized Maximum Likelihood Coding +
Determinantal Point Processes for Machine Learning +
Developing Data Mining Applications +
Different Slopes for Different Folks: Mining for Exceptional Regression Models with Cook's Distance +
Differential Identifiability +
Differentially Private Transit Data Publication: A Case Study on the Montreal Transportation System +
Discovering Lag Intervals for Temporal Dependencies +
Discovering Regions of Different Functions in a City Using Human Mobility and POIs +
Discovering Value from Community Activity on Focused Question Answering Sites: A Case Study of Stack Overflow +
Discriminative Clustering for Market Segmentation +
eTrust: Understanding Trust Evolution in An Online World +
Easy-first Coreference Resolution +
Efficient Evaluation of Large Sequence Kernels +
Efficient Event Pattern Matching with Match Windows +
Efficient Frequent Item Counting in Multi-core Hardware +
Efficient Personalized Pagerank with Accuracy Assurance +
Efficient and Domain-invariant Competitor Mining +
Empowering Authors to Diagnose Comprehension Burden in Textbooks +
Ensemble-based Semantic Lexicon Induction for Semantic Tagging +
Entity-centric Topic-oriented Opinion Summarization in Twitter +
Entity Resolution Using Search Engine Results +
Estimating Conversion Rate in Display Advertising from Past Erformance Data +
Estimating Entity Importance via Counting Set Covers +
Evaluating the Effectiveness of Search Task Trails +
Event-based Social Networks: Linking the Online and Offline Social Worlds +
Experience with Discovering Knowledge by Acquiring It +
Factoring Past Exposure in Display Advertising Targeting +
Fast Algorithms for Comprehensive N-point Correlation Estimates +
Fast Algorithms for Maximal Clique Enumeration with Limited Memory +
Fast Bregman Divergence NMF Using Taylor Expansion and Coordinate Descent +
Fast Mining and Forecasting of Complex Time-stamped Events +
Feature Grouping and Selection over An Undirected Graph +
Finding Minimum Representative Pattern Sets +
Finding Trending Local Topics in Search Queries for Personalization of a Recommendation System +
Finding Trendsetters in Information Networks +
Following the Electrons: Methods for Power Management in Commercial Buildings +
Four Types of Context for Automatic Spelling Correction. +
Free Will +
From User Comments to on-line Conversations +
GOAL Agents Instantiate Intention Logic +
GetJar Mobile Application Recommendations with Very Sparse Datasets +
Governmental Accounting, Auditing, and Financial Reporting +
Harnessing the Wisdom of the Crowds for Accurate Web Page Clipping +
Heuristics- and Statistics-based Wikification +
Hierarchical Composable Optimization of Web Pages +
How Will You Measure Your Life? +
How to Use Non-linguistic Utterances to Convey Emotion in Child-robot Interaction +