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DeepWalk: Online Learning of Social Representations +
Detecting Anomalies in Dynamic Rating Data: A Robust Probabilistic Model for Rating Evolution +
Detecting Moving Object Outliers in Massive-scale Trajectory Streams +
Differentially Private Network Data Release via Structural Inference +
Digital Library Technologies: Complex Objects, Annotation, Ontologies, Classification, Extraction, and Security +
Disambiguating Databases +
Distance Metric Learning Using Dropout: A Structured Regularization Approach +
Distance Queries from Sampled Data: Accurate and Efficient +
Distributed Information Processing in Biological and Computational Systems +
Distributed Representations of Sentences and Documents +
Distributed Representations of Words and Phrases and their Compositionality +
Domain Specific Knowledge Base Construction via Crowdsourcing +
Dont Count, Predict! a Systematic Comparison of Context-counting Vs. Context-predicting Semantic Vectors +
Dropout: A Simple Way to Prevent Neural Networks from Overfitting +
Dual Beta Process Priors for Latent Cluster Discovery in Chronic Obstructive Pulmonary Disease +
Dynamics of News Events and Social Media Reaction +
EARS (earthquake Alert and Report System): A Real Time Decision Support System for Earthquake Crisis Management +
ERD'14: Entity Recognition and Disambiguation Challenge +
Economics: The User's Guide +
Edge Boxes: Locating Object Proposals from Edges +
Effective Global Approaches for Mutual Information based Feature Selection +
Efficient Mini-batch Training for Stochastic Optimization +
Efficient Multi-task Feature Learning with Calibration +
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling +
Empirical Glitch Explanations +
Empirically Evaluating Multiagent Learning Algorithms +
Enter the Robot Journalist: Users' Perceptions of Automated Content +
Entity Linking Meets Word Sense Disambiguation: A Unified Approach +
Entity Profiling with Varying Source Reliabilities +
Event Detection in Activity Networks +
EvoMiner: Frequent Subtree Mining in Phylogenetic Databases +
Evolution of the Product Manager +
Experiments with Non-parametric Topic Models +
Exploiting Geographic Dependencies for Real Estate Appraisal: A Mutual Perspective of Ranking and Clustering +
Exponential Random Graph Estimation under Differential Privacy +
FAST-PPR: Scaling Personalized Pagerank Estimation for Large Graphs +
FBLG: A Simple and Effective Approach for Temporal Dependence Discovery from Time Series Data +
FEMA: Flexible Evolutionary Multi-faceted Analysis for Dynamic Behavioral Pattern Discovery +
FUNNEL: Automatic Mining of Spatially Coevolving Epidemics +
Factorized Sparse Learning Models with Interpretable High Order Feature Interactions +
Fast DTT: A Near Linear Algorithm for Decomposing a Tensor Into Factor Tensors +
Fast Flux Discriminant for Large-scale Sparse Nonlinear Classification +
Fast High-Accuracy Part-of-Speech Tagging by Independent Classifiers +
Fast Influence-based Coarsening for Large Networks +
FastXML: A Fast, Accurate and Stable Tree-classifier for Extreme Multi-label Learning +
Filling Context-ad Vocabulary Gaps with Click Logs +
Findings of the 2014 Workshop on Statistical Machine Translation +
Focused Clustering and Outlier Detection in Large Attributed Graphs +
FoodSIS: A Text Mining System to Improve the State of Food Safety in Singapore +
Formal Semantics of Speech Acts for Argumentative Dialogues +
Formally Verified Mathematics +
From Labor to Trader: Opinion Elicitation via Online Crowds As a Market +
From Machine Learning to Machine Reasoning +
From Micro to Macro: Data Driven Phenotyping by Densification of Longitudinal Electronic Medical Records +
Frontiers in E-commerce Personalization +
Future Progress in Artificial Intelligence: A Poll Among Experts +
GLAD: Group Anomaly Detection in Social Media Analysis +
General Game Playing +
Generalized Character-Level Spelling Error Correction +
Generating Artificial Errors for Grammatical Error Correction +
Generative Adversarial Nets +
GeoMF: Joint Geographical Modeling and Matrix Factorization for Point-of-interest Recommendation +
GloVe: Global Vectors for Word Representation +
Good-enough Brain Model: Challenges, Algorithms and Discoveries in Multi-subject Experiments +
Gradient Boosted Feature Selection +
Graph-Based Semi-Supervised Learning +
Graph Sample and Hold: A Framework for Big-graph Analytics +
Grouping Students in Educational Settings +
Guilt by Association: Large Scale Malware Detection by Mining File-relation Graphs +
Heat Kernel based Community Detection +
How Transferable Are Features in Deep Neural Networks? +
How Universal Basic Income Will Save Us From the Robot Uprising, Io9 +
How to Measure Anything: Finding the Value of Intangibles in Business +
ISIS: A Networked-epidemiology based Pervasive Web App for Infectious Disease Pandemic Planning and Response +
Identifying Tourists from Public Transport Commuters +
Identifying and Attacking the Saddle Point Problem in High-dimensional Non-convex Optimization +
Identifying and Labeling Search Tasks via Query-based Hawkes Processes +
Improved Testing of Low Rank Matrices +
Improving Management of Aquatic Invasions by Integrating Shipping Network, Ecological, and Environmental Data: Data Mining for Social Good +
Improving Pairwise Learning for Item Recommendation from Implicit Feedback +
Improving Sales Diversity by Recommending Users to Items +
Improving the Modified Nyström Method Using Spectral Shifting +
In Search of Bayesian Inference +
Incremental and Decremental Training for Linear Classification +
Inferring Gas Consumption and Pollution Emission of Vehicles Throughout a City +
Inferring User Demographics and Social Strategies in Mobile Social Networks +
Information Environment Security +
Inside the Atoms: Ranking on a Network of Networks +
Integrating An Unsupervised Transliteration Model Into Statistical Machine Translation +
Integrating Spreadsheet Data via Accurate and Low-effort Extraction +
Integration of Large Scale Knowledge Bases Using Probabilistic Graphical Models +
Interlocutor Personality Perception based on BFI Profiles and Coupled HMMs in a Dyadic Conversation +
Jointly Modeling Aspects, Ratings and Sentiments for Movie Recommendation (JMARS) +
Knock It Off: Profiling the Online Storefronts of Counterfeit Merchandise +
Knowledge Vault: A Web-scale Approach to Probabilistic Knowledge Fusion +
Knowledge-based Graph Document Modeling +
LASTA: Large Scale Topic Assignment on Multiple Social Networks +
LUDIA: An Aggregate-constrained Low-rank Reconstruction Algorithm to Leverage Publicly Released Health Data +
LWI-SVD: Low-rank, Windowed, Incremental Singular Value Decompositions on Time-evolving Data Sets +
LaSEWeb: Automating Search Strategies over Semi-structured Web Data +