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Modeling Syntactic Structures of Topics with a Nested HMM-LDA +
Modeling and Predicting User Behavior in Sponsored Search +
Monte Carlo Sampling for Regret Minimization in Extensive Games +
More Data Trumps Smarter Algorithms: Comparing Pointwise Mutual Information with Latent Semantic Analysis +
Multi-focal Learning and Its Application to Customer Service Support +
Multivariate Data Analysis, 7th edition +
Name-ethnicity Classification from Open Sources +
Named Entity Disambiguation by Leveraging Wikipedia Semantic Knowledge +
Named Entity Mining from Click-through Data Using Weakly Supervised Latent Dirichlet Allocation +
Natural Language Inference +
Natural Language Processing with Python +
Network Anomaly Detection based on Eigen Equation Compression +
Network Science: An Introduction to Recent Statistical Approaches +
New Ensemble Methods for Evolving Data Streams +
Non-linear Matrix Factorization with Gaussian Processes +
Nonmonotonic Abductive Inductive Learning +
Nonparametric Latent Feature Models for Link Prediction. +
OLAP on Search Logs: An Infrastructure Supporting Data-driven Applications in Search Engines +
On Burstiness-aware Search for Document Sequences +
On Compressing Social Networks. +
On Compressing Social Networks +
On designing Controlled Natural Languages for Semantic Annotation +
On Path Anomaly Detection in a Large Transportation Network +
On Social Networks and Collaborative Recommendation +
On the Tradeoff Between Privacy and Utility in Data Publishing +
Ontology learning from domain specific Web documents +
Open Information Extraction for the Web +
Open Standards and Cloud Computing: Kdd-2009 Panel Report +
OpinionMiner: A Novel Machine Learning System for Web Opinion Mining and Extraction +
Optimizing Web Traffic via the Media Scheduling Problem +
Ordinary Image Retrieval in a multilingual context: a comparison of two indexing vocabularies +
Overcoming the J-shaped Distribution of Product Reviews +
PEGASUS: A Peta-Scale Graph Mining System Implementation and Observations +
PSkip: Estimating Relevance Ranking Quality from Web Search Clickthrough Data +
Parallel Community Detection on Large Networks with Propinquity Dynamics +
Pervasive Parallelism in Data Mining: Dataflow Solution to Co-clustering Large and Sparse Netflix Data +
Phrase Clustering for Discriminative Learning +
Precarious Work, Insecure Workers: Employment Relations in Transition +
Predators or Plowshares? Arms Control of Robotic Weapons +
Predictably Irrational +
Predicting Bounce Rates in Sponsored Search Advertisements +
Predicting Structured Objects with Support Vector Machines +
Preference Functions That Score Rankings and Maximum Likelihood Estimation +
Primal Sparse Max-margin Markov Networks +
Principles for Allocation of Scarce Medical Interventions +
Probabilistic Databases: diamonds in the dirt +
Probabilistic Frequent Itemset Mining in Uncertain Databases +
Probability and Statistics - Schaum's outlines, Edition 3 +
Quantification and Semi-supervised Classification Methods for Handling Changes in Class Distribution +
Query Result Clustering for Object-level Search +
Question Answering for Biology and Medicine. +
Random Walks for Text Semantic Similarity +
Randomization Methods in Data Mining +
Ranking-based Clustering of Heterogeneous Information Networks with Star Network Schema +
Ranking with Ordered Weighted Pairwise Classification +
Rated Aspect Summarization of Short Comments +
Reasons: Explanatory and Normative +
Recommendation as Link Prediction: A graph kernel-based machine learning approach +
Recommender Systems for Social Bookmarking +
Reflect and Correct: A misclassification prediction approach to active inference +
Regression-based Latent Factor Models +
Regret-based Online Ranking for a Growing Digital Library +
Relational Learning via Latent Social Dimensions +
Resolving Identity Uncertainty with Learned Random Walks +
Retrospective: an axiomatic basis for computer programming +
Revisiting the German Wage Structure +
Rise of the Robots--The Future of Artificial Intelligence +
Rule Induction +
SKOS Simple Knowledge Organization System Primer +
SKOS Simple Knowledge Organization System Reference +
SNARE: A Link Analytic System for Graph Labeling and Risk Detection +
Scalable Graph Clustering Using Stochastic Flows: Applications to Community Discovery +
Scalable Pseudo-likelihood Estimation in Hybrid Random Fields +
Second Generation AMIRA Tools for Arabic Processing: Fast and Robust Tokenization, POS Tagging, and Base Phrase Chunking +
Self-Adaptive Anytime Stream Clustering +
Semantic Annotation of Papers: Interface & enrichment tool (SAPIENT) +
Semantic Wikis: A Comprehensible Introduction with Examples from the Health Sciences +
Semi-supervised Active Learning for Sequence Labeling +
Semi-Supervised Sequence Labeling with Self-Learned Features +
Sentiment Analysis of Blogs by Combining Lexical Knowledge with Text Classification +
Seven Pitfalls to Avoid when Running Controlled Experiments on the Web +
Short Text Clustering by Finding Core Terms +
Social Influence Analysis in Large-scale Networks +
Sparse Higher Order Conditional Random Fields for Improved Sequence Labeling +
Spatial-temporal Causal Modeling for Climate Change Attribution +
Speech and Language Processing, 2nd edition +
Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition Second Edition +
StReBio '09: Proceedings of the KDD-09 Workshop on Statistical and Relational Learning in Bioinformatics +
Statistical Machine Learning - Course: 10-702 +
Strategic Reading, Ontologies, and the Future of Scientific Publishing +
Structured Correspondence Topic Models for Mining Captioned Figures in Biological Literature +
Supervised Risk Predictor of Breast Cancer based on Intrinsic Subtypes +
Sustainable Operation and Management of Data Center Chillers Using Temporal Data Mining +
TANGENT: A Novel, 'Surprise Me', Recommendation Algorithm +
Tell Me Something I Don't Know: Randomization Strategies for Iterative Data Mining +
Temporal Mining for Interactive Workflow Data Analysis +
The ACL Anthology Network Corpus +
The ART Corpus +
The Automation of Science +
The Berlin Sparql Benchmark +