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CTROF: A Collaborative Tweet Ranking Framework for Online Personalized Recommendation |
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1 | (12) |
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Two-Phase Layered Learning Recommendation via Category Structure |
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13 | (12) |
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Dynamic Circle Recommendation: A Probabilistic Model |
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25 | (13) |
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HOSLIM: Higher-Order Sparse Linear Method for Top-A Recommender Systems |
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38 | (12) |
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Evangelia Christakopoulou |
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Mining GPS Data for Trajectory Recommendation |
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50 | (12) |
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Feature Selection and Reduction |
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Gaussian Processes Autoencoder for Dimensionality Reduction |
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62 | (12) |
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Semi-supervised Feature Analysis for Multimedia Annotation by Mining Label Correlation |
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74 | (12) |
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Highly Scalable Attribute Selection for Averaged One-Dependence Estimators |
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86 | (12) |
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A New Evaluation Function for Entropy-Based Feature Selection from Incomplete Data |
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98 | (12) |
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Constrained Least Squares Regression for Semi-Supervised Learning |
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110 | (12) |
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Machine Learning Approaches for Interactive Verification |
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122 | (12) |
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Positional Translation Language Model for Ad-Hoc Information Retrieval |
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134 | (12) |
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Topic Modeling Using Collapsed Typed Dependency Relations |
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146 | (16) |
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An Iterative Fusion Approach to Graph-Based Semi-Supervised Learning from Multiple Views |
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162 | (12) |
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Temporal and Spatial Data |
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Crime Forecasting Using Spatio-temporal Pattern with Ensemble Learning |
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174 | (12) |
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NLPMM: A Next Location Predictor with Markov Modeling |
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186 | (12) |
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Beyond Poisson: Modeling Inter-Arrival Time of Requests in a Datacenter |
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198 | (12) |
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Brownian Bridge Model for High Resolution Location Predictions |
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210 | (12) |
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Mining Correlation Patterns among Appliances in Smart Home Environment |
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222 | (12) |
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Shifting Hypergraphs by Probabilistic Voting |
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234 | (13) |
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Extensions to Quantile Regression Forests for Very High-Dimensional Data |
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247 | (12) |
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Inducing Controlled Error over Variable Length Ranked Lists |
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259 | (12) |
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Com2: Fast Automatic Discovery of Temporal ('Comet') Communities |
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271 | (13) |
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A Graphical Model for Collective Behavior Learning Using Minority Games |
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284 | (12) |
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Finding Better Topics: Features, Priors and Constraints |
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296 | (15) |
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Finding Well-Clusterable Subspaces for High Dimensional Data: A Numerical One-Dimension Approach |
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311 | (13) |
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Determine Optimal Number of Clusters with an Elitist Evolutionary Approach |
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324 | (12) |
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336 | (12) |
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Document Clustering with an Augmented Nonnegative Matrix Factorization Model |
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348 | (12) |
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Visualization of PICO Elements for Information Needs Clarification and Query Refinement |
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360 | (13) |
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Mining Biomedical Literature and Ontologies for Drug Repositioning Discovery |
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373 | (12) |
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Inferring Metapopulation Based Disease Transmission Networks |
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385 | (15) |
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A Novel Framework to Improve siRNA Efficacy Prediction |
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400 | (13) |
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A Selectively Re-train Approach Based on Clustering to Classify Concept-Drifting Data Streams with Skewed Distribution |
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413 | (12) |
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Recurring and Novel Class Detection in Concept-Drifting Data Streams Using Class-Based Ensemble |
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425 | (12) |
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Detecting Changes in Rare Patterns from Data Streams |
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437 | (12) |
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Noise-Tolerant Approximate Blocking for Dynamic Real-Time Entity Resolution |
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449 | (12) |
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A Relevance Weighted Ensemble Model for Anomaly Detection in Switching Data Streams |
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461 | (13) |
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Outlier and Anomaly Detection |
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MultiAspectSpotting: Spotting Anomalous Behavior within Count Data Using Tensor |
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474 | (12) |
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Outlier Detection Based on Leave-One-Out Density Using Binary Decision Diagrams |
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486 | (12) |
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Rare Category Detection on O(dN) Time Complexity |
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498 | (12) |
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Improving iForest with Relative Mass |
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510 | (12) |
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Domain Transfer via Multiple Sources Regularization |
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522 | (12) |
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Mining Diversified Shared Decision Tree Sets for Discovering Cross Domain Similarities |
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534 | (14) |
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Semi-supervised Clustering on Heterogeneous Information Networks |
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548 | (12) |
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A Content-Based Matrix Factorization Model for Recipe Recommendation |
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560 | (12) |
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Unstructured Data and Text Mining |
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Unsupervised Analysis of Web Page Semantic Structures by Hierarchical Bayesian Modeling |
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572 | (12) |
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For User-Driven Software Evolution: Requirements Elicitation Derived from Mining Online Reviews |
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584 | (12) |
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Automatic Fake Followers Detection in Chinese Micro-blogging System |
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596 | (12) |
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Constrained-hLDA for Topic Discovery in Chinese Microblogs |
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608 | (13) |
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| Author Index |
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621 | |
