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Accelerating Real-Time Tracking Applications over Big Data Stream with Constrained Space |
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3 | (16) |
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A Frequency Scaling Based Performance Indicator Framework for Big Data Systems |
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19 | (17) |
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A Time-Series Sockpuppet Detection Method for Dynamic Social Relationships |
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36 | (16) |
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Accelerating Hybrid Transactional/Analytical Processing Using Consistent Dual-Snapshot |
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52 | (18) |
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HSDS: An Abstractive Model for Automatic Survey Generation |
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70 | (17) |
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PU-Shapelets: Towards Pattern-Based Positive Unlabeled Classification of Time Series |
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87 | (20) |
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Clustering and Classification |
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Discovering Relationship Patterns Among Associated Temporal Event Sequences |
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107 | (17) |
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Efficient Mining of Event Periodicity in Data Series |
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124 | (16) |
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EPPADS: An Enhanced Phase-Based Performance-Aware Dynamic Scheduler for High Job Execution Performance in Large Scale Clusters |
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140 | (17) |
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Incremental Discovery of Order Dependencies on Tuple Insertions |
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157 | (18) |
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Multi-view Spectral Clustering via Multi-view Weighted Consensus and Matrix-Decomposition Based Discretization |
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175 | (16) |
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SIRCS: Slope-intercept-residual Compression by Correlation Sequencing for Multi-stream High Variation Data |
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191 | (18) |
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Fast Quorum-Based Log Replication and Replay for Fast Databases |
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209 | (18) |
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PDCS: A Privacy-Preserving Distinct Counting Scheme for Mobile Sensing |
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227 | (17) |
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Reinforced Reliable Worker Selection for Spatial Crowdsensing Networks |
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244 | (16) |
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SeqST-ResNet: A Sequential Spatial Temporal ResNet for Task Prediction in Spatial Crowdsourcing |
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260 | (16) |
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Towards Robust Arbitrarily Oriented Subspace Clustering |
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276 | (16) |
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Truthful Crowdsensed Data Trading Based on Reverse Auction and Blockchain |
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292 | (21) |
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Selective Matrix Factorization for Multi-relational Data Fusion |
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313 | (17) |
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Selectivity Estimation on Set Containment Search |
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330 | (20) |
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Typicality-Based Across-Time Mapping of Entity Sets in Document Archives |
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350 | (17) |
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Unsupervised Entity Alignment Using Attribute Triples and Relation Triples |
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367 | (16) |
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Combining Meta-Graph and Attention for Recommendation over Heterogenous Information Network |
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383 | (15) |
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Efficient Search of the Most Cohesive Co-located Community in Attributed Networks |
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398 | (21) |
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A Weighted Word Embedding Model for Text Classification |
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419 | (16) |
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Bipartite Network Embedding via Effective Integration of Explicit and Implicit Relations |
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435 | (17) |
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Enhancing Network Embedding with Implicit Clustering |
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452 | (16) |
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MDAL: Multi-task Dual Attention LSTM Model for Semi-supervised Network Embedding |
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468 | (16) |
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Net2Text: An Edge Labelling Language Model for Personalized Review Generation |
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484 | (17) |
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Understanding Information Diffusion via Heterogeneous Information Network Embeddings |
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501 | (18) |
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Distributed Parallel Structural Hole Detection on Big Graphs |
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519 | (17) |
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DynGraphGAN: Dynamic Graph Embedding via Generative Adversarial Networks |
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536 | (17) |
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Evaluating Mixed Patterns on Large Data Graphs Using Bitmap Views |
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553 | (18) |
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Heterogeneous Information Network Hashing for Fast Nearest Neighbor Search |
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571 | (16) |
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Learning Fine-Grained Patient Similarity with Dynamic Bayesian Network Embedded RNNs |
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587 | (17) |
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Towards Efficient A-TriPeak Decomposition on Large Graphs |
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604 | (21) |
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Evaluating the Choice of Tags in CQA Sites |
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625 | (16) |
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Fast Maximal Clique Enumeration for Real-World Graphs |
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641 | (18) |
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Leveraging Knowledge Graph Embeddings for Natural Language Question Answering |
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659 | (17) |
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Measuring Semantic Relatedness with Knowledge Association Network |
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676 | (16) |
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SINE: Side Information Network Embedding |
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692 | (17) |
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A Knowledge Graph Enhanced Topic Modeling Approach for Herb Recommendation |
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709 | (16) |
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Knowledge Base Error Detection with Relation Sensitive Embedding |
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725 | (17) |
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Leon: A Distributed RDF Engine for Multi-query Processing |
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742 | (18) |
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MathGraph: A Knowledge Graph for Automatically Solving Mathematical Exercises |
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760 | (17) |
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Multi-hop Path Queries over Knowledge Graphs with Neural Memory Networks |
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777 | (18) |
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Sentiment Classification by Leveraging the Shared Knowledge from a Sequence of Domains |
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795 | (18) |
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Author Index |
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813 | |