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RolX: Structural Role Extraction & Mining in Large Graphs +
SHALE: An Efficient Algorithm for Allocation of Guaranteed Display Advertising +
SPF-GMKL: Generalized Multiple Kernel Learning with a Million Kernels +
Sampling Minimal Frequent Boolean (DNF) Patterns +
Scalable GPU Graph Traversal +
Scalable Misbehavior Detection in Online Video Chat Services +
Searching and Mining Trillions of Time Series Subsequences under Dynamic Time Warping +
Selecting a Characteristic Set of Reviews +
Semantic Compositionality through Recursive Matrix-Vector Spaces +
Semantic Enrichment by Non-experts: Usability of Manual Annotation Tools +
Semi-supervised Learning with Mixed Knowledge Information +
SeqiBloc: Mining Multi-time Spanning Blockmodels in Dynamic Graphs +
Similarity Search in Real World Networks +
SmartDispatch: Enabling Efficient Ticket Dispatch in An IT Service Environment +
Social Media Data Analysis for Revealing Collective Behaviors +
Social Sampling +
Storytelling in Entity Networks to Support Intelligence Analysts +
Stratified K-means Clustering over a Deep Web Data Source +
Streaming Graph Partitioning for Large Distributed Graphs +
Subspace Correlation Clustering: Finding Locally Correlated Dimensions in Subspace Projections of the Data +
Subword Language Modeling With Neural Networks +
Summarization-based Mining Bipartite Graphs +
Supervised Sequence Labelling with Recurrent Neural Networks +
SympGraph: A Framework for Mining Clinical Notes through Symptom Relation Graphs +
Syntax-Semantic Mapping for General Intelligence: Language Comprehension As Hypergraph Homomorphism, Language Generation As Constraint Satisfaction +
TM-LDA: Efficient Online Modeling of Latent Topic Transitions in Social Media +
Tailoring Entity Resolution for Matching Product Offers +
Test Driven Development: The State of the Practice +
Testing the Significance of Spatio-temporal Teleconnection Patterns +
The Advantage: Why Organizational Health Trumps Everything Else in Business +
The Consequences of Machine Intelligence +
The Contextual Focused Topic Model +
The Grand Challenge of Computer Go: Monte Carlo Tree Search and Extensions +
The Impact of Labour Market Reforms and Economic Performance on the Matching of the Short-term and the Long-term Unemployed +
The Long and the Short of It: Summarising Event Sequences with Serial Episodes +
The Missing Models: A Data-driven Approach for Learning how Networks Grow +
The Republican Brain: The Science of Why They Deny Science--and Reality +
The Singularity: A Reply +
The Trend is the Cycle: Job Polarization and Jobless Recoveries +
The Untold Story of the Clones: Content-agnostic Factors That Impact YouTube Video Popularity +
The Winograd Schema Challenge +
The World at Work: Jobs, Pay, and Skills for 3.5 Billion People +
Thompson Sampling: An Asymptotically Optimal Finite-time Analysis +
Top-10 Data Mining Case Studies +
Toward Automated Definition Acquisition From Operations Law +
Towards Heterogeneous Temporal Clinical Event Pattern Discovery: A Convolutional Approach +
Towards Social User Profiling: Unified and Discriminative Influence Model for Inferring Home Locations +
Transductive Multi-label Ensemble Classification for Protein Function Prediction +
Transparent User Models for Personalization +
Trustworthy Online Controlled Experiments: Five Puzzling Outcomes Explained +
Two Approaches to Understanding When Constraints Help Clustering +
USpan: An Efficient Algorithm for Mining High Utility Sequential Patterns +
Understanding Users' Satisfaction for Search Engine Evaluation +
Unsupervised Feature Selection for Linked Social Media Data +
Usability Survey of Biomedical Question Answering Systems +
Vertex Neighborhoods, Low Conductance Cuts, and Good Seeds for Local Community Methods +
Watson: Beyond Jeopardy +
Web Image Prediction Using Multivariate Point Processes +
What is An Algorithm? +
Work Hours in Retail: Room for Improvement +
2013 Special Issue: Learning the Pseudoinverse Solution to Network Weights +
A/B Testing: The Most Powerful Way to Turn Clicks Into Customers +
A Data-driven Method for in-game Decision Making in MLB: When to Pull a Starting Pitcher +
A Data Mining Driven Risk Profiling Method for Road Asset Management +
A Framework for Benchmarking Entity-annotation Systems +
A General Bootstrap Performance Diagnostic +
A New Collaborative Filtering Approach for Increasing the Aggregate Diversity of Recommender Systems +
A Phrase Mining Framework for Recursive Construction of a Topical Hierarchy +
A Privacy Preserving Framework for Managing Vehicle Data in Road Pricing Systems +
A Risk Comparison of Ordinary Least Squares Vs Ridge Regression +
A Space Efficient Streaming Algorithm for Triangle Counting Using the Birthday Paradox +
A Time-dependent Enhanced Support Vector Machine for Time Series Regression +
A Unified Search Federation System based on Online User Feedback +
Accelerating Stochastic Gradient Descent Using Predictive Variance Reduction +
Accurate Intelligible Models with Pairwise Interactions +
Active Learning and Search on Low-rank Matrices +
Active Search on Graphs +
Active and Passive Learning of Linear Separators under Log-concave Distributions +
Ad Click Prediction: A View from the Trenches +
Adaptive Collective Routing Using Gaussian Process Dynamic Congestion Models +
Align, Disambiguate and Walk: A Unified Approach for Measuring Semantic Similarity +
Amplifying the Voice of Youth in Africa via Text Analytics +
An Efficient ADMM Algorithm for Multidimensional Anisotropic Total Variation Regularization Problems +
An Exchange on Capital, Debt, and the Future +
An Integrated Framework for Optimizing Automatic Monitoring Systems in Large IT Infrastructures +
An Integrated Framework for Suicide Risk Prediction +
An Introduction to Statistical Learning: With Applications in R +
Analysis of Advanced Meter Infrastructure Data of Water Consumption in Apartment Buildings +
Approximate Graph Mining with Label Costs +
Assessing Team Strategy Using Spatiotemporal Data +
Auto-WEKA: Combined Selection and Hyperparameter Optimization of Classification Algorithms +
Automatic Error Detection and Correction of Text: The State of the Art +
Automatic Selection of Social Media Responses to News +
Balancing Exploration and Exploitation in Listwise and Pairwise Online Learning to Rank for Information Retrieval +
Better Word Representations with Recursive Neural Networks for Morphology +
Beyond Myopic Inference in Big Data Pipelines +
Big Data Analytics with Small Footprint: Squaring the Cloud +
Boredom on Facebook +
Cascading Outbreak Prediction in Networks: A Data-driven Approach +
Co-factorization Machines: Modeling User Interests and Predicting Individual Decisions in Twitter +