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Opinion Mining and Sentiment Analysis |
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Emotion Cause Detection for Chinese Micro-Blogs Based on ECOCC Model |
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3 | (12) |
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Parallel Recursive Deep Model for Sentiment Analysis |
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15 | (12) |
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Sentiment Analysis in Transcribed Utterances |
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27 | (12) |
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Rating Entities and Aspects Using a Hierarchical Model |
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39 | (13) |
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Sentiment Analysis on Microblogging by Integrating Text and Image Features |
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52 | (12) |
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TSum4act: A Framework for Retrieving and Summarizing Actionable Tweets during a Disaster for Reaction |
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64 | (15) |
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Evolving Chinese Restaurant Processes for Modeling Evolutionary Traces in Temporal Data |
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79 | (13) |
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Small-Variance Asymptotics for Bayesian Nonparametric Models with Constraints |
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92 | (14) |
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Spectral Clustering for Large-Scale Social Networks via a Pre-Coarsening Sampling Based NystrOm Method |
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106 | (13) |
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pcStream: A Stream Clustering Algorithm for Dynamically Detecting and Managing Temporal Contexts |
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119 | (15) |
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Clustering Over Data Streams Based on Growing Neural Gas |
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134 | (12) |
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Computing and Mining ClustCube Cubes Efficiently |
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146 | (19) |
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Outlier and Anomaly Detection |
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Contextual Anomaly Detection Using Log-Linear Tensor Factorization |
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165 | (12) |
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A Semi-Supervised Framework for Social Spammer Detection |
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177 | (12) |
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Fast One-Class Support Vector Machine for Novelty Detection |
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189 | (12) |
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ND-Sync: Detecting Synchronized Fraud Activities |
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201 | (14) |
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An Embedding Scheme for Detecting Anomalous Block Structured Graphs |
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215 | (13) |
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A Core-Attach Based Method for Identifying Protein Complexes in Dynamic PPI Networks |
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228 | (15) |
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Mining Uncertain and Imprecise Data |
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Mining Uncertain Sequential Patterns in Iterative MapReduce |
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243 | (12) |
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Quality Control for Crowdsourced POI Collection |
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255 | (13) |
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Towards Efficient Sequential Pattern Mining in Temporal Uncertain Databases |
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268 | (12) |
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Preference-Based Top-k Representative Skyline Queries on Uncertain Databases |
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280 | (13) |
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Cluster Sequence Mining: Causal Inference with Time and Space Proximity under Uncertainty |
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293 | (12) |
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Achieving Accuracy Guarantee for Answering Batch Queries with Differential Privacy |
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305 | (14) |
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Mining Temporal and Spatial Data |
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Automated Classification of Passing in Football |
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319 | (12) |
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Stabilizing Sparse Cox Model Using Statistic and Semantic Structures in Electronic Medical Records |
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331 | (13) |
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Predicting Next Locations with Object Clustering and Trajectory Clustering |
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344 | (13) |
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A Plane Moving Average Algorithm for Short-Term Traffic Flow Prediction |
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357 | (13) |
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Recommending Profitable Taxi Travel Routes Based on Big Taxi Trajectories Data |
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370 | (13) |
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Seyyed Mohammadreza Rahimi |
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Semi Supervised Adaptive Framework for Classifying Evolving Data Stream |
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383 | (14) |
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Feature Extraction and Selection |
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Cost-Sensitive Feature Selection on Heterogeneous Data |
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397 | (12) |
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A Feature Extraction Method for Multivariate Time Series Classification Using Temporal Patterns |
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409 | (13) |
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Scalable Outlying-Inlying Aspects Discovery via Feature Ranking |
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422 | (13) |
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A DC Programming Approach for Sparse Optimal Scoring |
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435 | (12) |
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Graph Based Relational Features for Collective Classification |
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447 | (12) |
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A New Feature Sampling Method in Random Forests for Predicting High-Dimensional Data |
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459 | (14) |
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Mining Heterogeneous, High Dimensional, and Sequential Data |
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Seamlessly Integrating Effective Links with Attributes for Networked Data Classification |
|
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473 | (12) |
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Clustering on Multi-source Incomplete Data via Tensor Modeling and Factorization |
|
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485 | (13) |
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Locally Optimized Hashing for Nearest Neighbor Search |
|
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498 | (12) |
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Do-Rank: DCG Optimization for Learning-to-Rank in Tag-Based Item Recommendation Systems |
|
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510 | (12) |
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Efficient Discovery of Recurrent Routine Behaviours in Smart Meter Time Series by Growing Subsequences |
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|
522 | (12) |
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Convolutional Nonlinear Neighbourhood Components Analysis for Time Series Classification |
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|
534 | (15) |
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|
Entity Resolution and Topic Modelling |
|
|
|
Clustering-Based Scalable Indexing for Multi-party Privacy-Preserving Record Linkage |
|
|
549 | (13) |
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|
Efficient Interactive Training Selection for Large-Scale Entity Resolution |
|
|
562 | (12) |
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Unsupervised Blocking Key Selection for Real-Time Entity Resolution |
|
|
574 | (12) |
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|
Incorporating Probabilistic Knowledge into Topic Models |
|
|
586 | (12) |
|
|
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|
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|
|
Learning Focused Hierarchical Topic Models with Semi-Supervision in Microblogs |
|
|
598 | (12) |
|
|
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|
|
Predicting Future Links Between Disjoint Research Areas Using Heterogeneous Bibliographic Information Network |
|
|
610 | (15) |
|
|
|
|
|
Sylvester Olubolu Orimaye |
|
|
Itemset and High Performance Data Mining |
|
|
|
CPT+: Decreasing the Time/Space Complexity of the Compact Prediction Tree |
|
|
625 | (12) |
|
|
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|
|
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|
|
Mining Association Rules in Graphs Based on Frequent Cohesive Itemsets |
|
|
637 | (12) |
|
|
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|
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|
|
Mining High Utility Itemsets in Big Data |
|
|
649 | (13) |
|
|
|
|
|
|
|
Decomposition Based SAT Encodings for Itemset Mining Problems |
|
|
662 | (13) |
|
|
|
|
|
|
|
A Comparative Study on Parallel LDA Algorithms in MapReduce Framework |
|
|
675 | (15) |
|
|
|
|
|
|
|
|
|
|
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|
|
Distributed Newton Methods for Regularized Logistic Regression |
|
|
690 | (17) |
|
|
|
|
|
|
|
|
|
|
|
|
Coupled Matrix Factorization Within Non-IID Context |
|
|
707 | (13) |
|
|
|
|
|
|
|
Complementary Usage of Tips and Reviews for Location Recommendation in Yelp |
|
|
720 | (12) |
|
|
|
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|
|
Coupling Multiple Views of Relations for Recommendation |
|
|
732 | (12) |
|
|
|
|
|
|
|
|
|
|
|
Pairwise One Class Recommendation Algorithm |
|
|
744 | (12) |
|
|
|
|
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|
|
RIT: Enhancing Recommendation with Inferred Trust |
|
|
756 | (13) |
|
|
|
|
|
|
|
|
| Author Index |
|
769 | |
