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HySAD: A Semi-supervised Hybrid Shilling Attack Detector for Trustworthy Product Recommendation +
Identifying Untyped Relation Mentions in a Corpus Given An Ontology +
ImageNet Classification with Deep Convolutional Neural Networks +
Improving Word Representations via Global Context and Multiple Word Prototypes +
Incorporating Heterogeneous Information for Personalized Tag Recommendation in Social Tagging Systems +
Inductive Multi-task Learning with Multiple View Data +
Information Diffusion and External Influence in Networks +
Information Processing in Social Networks +
Integrating Community Matching and Outlier Detection for Mining Evolutionary Community Outliers +
Integrating Meta-path Selection with User-guided Object Clustering in Heterogeneous Information Networks +
Intelligible Models for Classification and Regression +
Interacting Viruses in Networks: Can Both Survive? +
Interaction and Collective Intelligence in Internet Computing +
Introducing the Knowledge Graph: Things, Not Strings +
Intrusion As (anti)social Communication: Characterization and Detection +
Jobs, Productivity and the Great Decoupling +
Joint Learning of Words and Meaning Representations for Open-text Semantic Parsing +
Joint Optimization of Bid and Budget Allocation in Sponsored Search +
Keyword-propagation-based Information Enriching and Noise Removal for Web News Videos +
LIEGE:: Link Entities in Web Lists with Knowledge Base +
Large-scale Distributed Non-negative Sparse Coding and Sparse Dictionary Learning +
Large-scale Learning of Word Relatedness with Constraints +
Latent Association Analysis of Document Pairs +
Learning Binary Codes for Collaborative Filtering +
Learning Personal + Social Latent Factor Model for Social Recommendation +
Learning from Crowds in the Presence of Schools of Thought +
Learning in Non-stationary Environments with Class Imbalance +
Linear Space Direct Pattern Sampling Using Coupling from the Past +
Linear Support Vector Machines via Dual Cached Loops +
Linking Linguistic Resources: Examples from the Open Linguistics Working Group +
Locally-scaled Spectral Clustering Using Empty Region Graphs +
Low Rank Modeling of Signed Networks +
Machine Learning: A Probabilistic Perspective +
Magnet Community Identification on Social Networks +
Making Machine Learning Models Interpretable. +
Mapping the Landscape of Human-level Artificial General Intelligence +
Matching Product Titles Using Web-based Enrichment +
Matrix Computations (3rd Ed.) +
Maximum Inner-product Search Using Cone Trees +
Metaphor: A System for Related Search Recommendations +
Metro Maps of Science +
Mining Coherent Subgraphs in Multi-layer Graphs with Edge Labels +
Mining Contentions from Discussions and Debates +
Mining Discriminative Components with Low-rank and Sparsity Constraints for Face Recognition +
Mining Emerging Patterns by Streaming Feature Selection +
Mining Event Periodicity from Incomplete Observations +
Mining Large-scale, Sparse GPS Traces for Map Inference: Comparison of Approaches +
Mining Recent Temporal Patterns for Event Detection in Multivariate Time Series Data +
Mining Top-K High Utility Itemsets +
Model-Driven Software Engineering in Practice +
Model Mining for Robust Feature Selection +
Modeling Disease Progression via Fused Sparse Group Lasso +
Modeling Sentences in the Latent Space +
Models of User Engagement +
Multi-domain Active Learning for Text Classification +
MultiFarm: A Benchmark for Multilingual Ontology Matching +
Multi-instance Multi-label Learning +
Multi-label Hypothesis Reuse +
Multi-source Learning for Joint Analysis of Incomplete Multi-modality Neuroimaging Data +
Multi-view Clustering Using Mixture Models in Subspace Projections +
Multimedia Features for Click Prediction of New Ads in Display Advertising +
Multiple Objective Optimization in Recommender Systems +
NASA: Achieving Lower Regrets and Faster Rates via Adaptive Stepsizes +
NERD: A Framework for Unifying Named Entity Recognition and Disambiguation Extraction Tools +
No Noun Phrase Left Behind: Detecting and Typing Unlinkable Entities +
NucleaRDB: Information System for Nuclear Receptors +
Occupational Employment Projections to 2020 +
On Nested Palindromes in Clickstream Data +
On One of the Few Objects +
On Socio-spatial Group Query for Location-based Social Networks +
Online Allocation of Display Ads with Smooth Delivery +
Online Learning to Diversify from Implicit Feedback +
On the Separability of Structural Classes of Communities +
Ontology Learning from Text: A Look Back and Into the Future +
Optimal Exact Least Squares Rank Minimization +
Overlapping Community Detection via Bounded Nonnegative Matrix Tri-factorization +
Overlapping Decomposition for Causal Graphical Modeling +
PageRank on An Evolving Graph +
Parallel Data, Tools and Interfaces in OPUS +
Parallel Field Ranking +
PatentMiner: Topic-driven Patent Analysis and Mining +
Planning with Markov Decision Processes: An AI Perspective +
Playlist Prediction via Metric Embedding +
Position-normalized Click Prediction in Search Advertising +
Practical Bayesian Optimization of Machine Learning Algorithms +
Practical Collapsed Variational Bayes Inference for Hierarchical Dirichlet Process +
Public Debt Overhangs: Advanced-economy Episodes Since 1800 +
Publishing and Presenting Clinical Research +
Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython +
Question Analysis: How Watson Reads a Clue +
RainMon: An Integrated Approach to Mining Bursty Timeseries Monitoring Data +
Random Forests for Metric Learning with Implicit Pairwise Position Dependence +
Rank-loss Support Instance Machines for MIML Instance Annotation +
RecMax: Exploiting Recommender Systems for Fun and Profit +
Resilient Distributed Datasets: A Fault-tolerant Abstraction for in-memory Cluster Computing +
Review Spam Detection via Temporal Pattern Discovery +
Rise and Fall Patterns of Information Diffusion: Model and Implications +
Robots and Robber Barons +
Robust Multi-task Feature Learning +
RolX: Structural Role Extraction & Mining in Large Graphs +