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Graphical Models, Latent Variables and Statistical Methods |
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Probabilistic Topic and Role Model for Information Diffusion in Social Network |
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3 | (13) |
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Topic-Sensitive Influential Paper Discovery in Citation Network |
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16 | (13) |
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Course-Specific Markovian Models for Grade Prediction |
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29 | (13) |
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A Temporal Topic Model for Noisy Mediums |
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42 | (12) |
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A CRF-Based Stacking Model with Meta-features for Named Entity Recognition |
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54 | (13) |
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Adding Missing Words to Regular Expressions |
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67 | (13) |
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Marrying Community Discovery and Role Analysis in Social Media via Topic Modeling |
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80 | (12) |
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Text Generation Based on Generative Adversarial Nets with Latent Variables |
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92 | (12) |
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GEMINIO: Finding Duplicates in a Question Haystack |
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104 | (11) |
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Fast Converging Multi-armed Bandit Optimization Using Probabilistic Graphical Model |
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115 | (13) |
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Leveraging Label Category Relationships in Multi-class Crowdsourcing |
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128 | (13) |
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Embedding Knowledge Graphs Based on Transitivity and Asymmetry of Rules |
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141 | (16) |
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Representation Learning and Embedding |
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SIGNet: Scalable Embeddings for Signed Networks |
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157 | (13) |
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Sub2Vec: Feature Learning for Subgraphs |
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170 | (13) |
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Interaction Content Aware Network Embedding via Co-embedding of Nodes and Edges |
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183 | (13) |
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MetaGraph2Vec: Complex Semantic Path Augmented Heterogeneous Network Embedding |
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196 | (13) |
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Multi-network User Identification via Graph-Aware Embedding |
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209 | (13) |
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Knowledge-Based Recommendation with Hierarchical Collaborative Embedding |
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222 | (13) |
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DPNE: Differentially Private Network Embedding |
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235 | (12) |
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A Generalization of Recurrent Neural Networks for Graph Embedding |
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247 | (13) |
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NE-FLGC: Network Embedding Based on Fusing Local (First-Order) I and Global (Second-Order) Network Structure with Node Content |
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260 | (15) |
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Semi-structured Data and NLP |
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Category Multi-representation: A Unified Solution for Named Entity Recognition in Clinical Texts |
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275 | (13) |
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A Heterogeneous Information Network Method for Entity Set Expansion in Knowledge Graph |
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288 | (12) |
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Identifying In-App User Actions from Mobile Web Logs |
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300 | (12) |
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Harvesting Knowledge from Cultural Heritage Artifacts in Museums of India |
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312 | (13) |
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Query-Based Automatic Training Set Selection for Microblog Retrieval |
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325 | (12) |
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Distributed Representation of Multi-sense Words: A Loss Driven Approach |
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337 | (13) |
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Active Blocking Scheme Learning for Entity Resolution |
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350 | (13) |
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Mining Relations from Unstructured Content |
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363 | (13) |
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Incorporating Word Embeddings into Open Directory Project Based Large-Scale Classification |
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376 | (13) |
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Inference of a Concise Regular Expression Considering Interleaving from XML Documents |
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389 | (16) |
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Spatial-Temporal, Time-Series and Stream Mining |
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Accelerating Adaptive Online Learning by Matrix Approximation |
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405 | (13) |
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Cruising or Waiting: A Shared Recommender System for Taxi Drivers |
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418 | (13) |
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A Local Online Learning Approach for Non-linear Data |
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431 | (13) |
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Contextual Location Imputation for Confined WiFi Trajectories |
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444 | (14) |
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Low Redundancy Estimation of Correlation Matrices for Time Series Using Triangular Bounds |
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458 | (13) |
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Traffic Accident Detection with Spatiotemporal Impact Measurement |
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471 | (12) |
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MicroGRID: An Accurate and Efficient Real-Time Stream Data Clustering with Noise |
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483 | (12) |
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UFSSF - An Efficient Unsupervised Feature Selection for Streaming Features |
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495 | (13) |
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Online Clustering for Evolving Data Streams with Online Anomaly Detection |
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508 | (14) |
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An Incremental Dual nu-Support Vector Regression Algorithm |
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522 | (12) |
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Text Stream to Temporal Network - A Dynamic Heartbeat Graph to Detect Emerging Events on Twitter |
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534 | (12) |
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Abida Sadaf Muhammad Imran Razzak |
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Model the Dynamic Evolution of Facial Expression from Image Sequences |
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546 | (12) |
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Unsupervised Disaggregation of Low Granularity Resource Consumption Time Series |
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558 | (13) |
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STARS: Soft Multi-Task Learning for Activity Recognition from Multi-Modal Sensor Data |
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571 | (13) |
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A Refined MISD Algorithm Based on Gaussian Process Regression |
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584 | (13) |
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| Author Index |
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597 | |
Daugiau apie elektronines knygas