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Feature Learning and Data Mining Process |
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Discovering High Utility Itemsets Based on the Artificial Bee Colony Algorithm |
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3 | (12) |
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A Scalable and Efficient Subgroup Blocking Scheme for Multidatabase Record Linkage |
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15 | (13) |
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Efficient Feature Selection Framework for Digital Marketing Applications |
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28 | (12) |
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Dynamic Feature Selection Algorithm Based on Minimum Vertex Cover of Hypergraph |
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40 | (12) |
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Feature Selection for Multiclass Binary Data |
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52 | (12) |
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Scalable Model-Based Cascaded Imputation of Missing Data |
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64 | (13) |
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On Reducing Dimensionality of Labeled Data Efficiently |
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77 | (12) |
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Using Metric Space Indexing for Complete and Efficient Record Linkage |
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89 | (13) |
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Dimensionality Reduction via Community Detection in Small Sample Datasets |
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102 | (13) |
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An Interaction-Enhanced Feature Selection Algorithm |
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115 | (11) |
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An Extended Random-Sets Model for Fusion-Based Text Feature Selection |
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126 | (13) |
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Attribute Reduction Algorithm Based on Improved Information Gain Rate and Ant Colony Optimization |
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139 | (12) |
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Efficient Approximate Algorithms for the Closest Pair Problem in High Dimensional Spaces |
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151 | (13) |
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Efficient Compression Technique for Sparse Sets |
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164 | (13) |
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It Pays to Be Certain: Unsupervised Record Linkage via Ambiguity Minimization |
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177 | (16) |
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Community Detection and Network Science |
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Consensus Community Detection in Multilayer Networks Using Parameter-Free Graph Pruning |
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193 | (13) |
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Community Discovery Based on Social Relations and Temporal-Spatial Topics in LBSNs |
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206 | (12) |
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A Unified Weakly Supervised Framework for Community Detection and Semantic Matching |
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218 | (13) |
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Tapping Community Memberships and Devising a Novel Homophily Modeling Approach for Trust Prediction |
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231 | (16) |
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Deep Learning Theory and Applications in KDD |
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Text-Visualizing Neural Network Model: Understanding Online Financial Textual Data |
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247 | (13) |
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MIDA: Multiple Imputation Using Denoising Autoencoders |
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260 | (13) |
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Dual Control Memory Augmented Neural Networks for Treatment Recommendations |
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273 | (12) |
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Denoising Time Series Data Using Asymmetric Generative Adversarial Networks |
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285 | (12) |
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Shared Deep Kernel Learning for Dimensionality Reduction |
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297 | (12) |
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CDSSD: Refreshing Single Shot Object Detection Using a Conv-Deconv Network |
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309 | (13) |
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Binary Classification of Sequences Possessing Unilateral Common Factor with AMS and APR |
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322 | (13) |
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Automating Reading Comprehension by Generating Question and Answer Pairs |
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335 | (14) |
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Emotion Classification with Data Augmentation Using Generative Adversarial Networks |
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349 | (12) |
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Trans2Vec: Learning Transaction Embedding via Items and Frequent Itemsets |
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361 | (12) |
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Detecting Complex Sensitive Information via Phrase Structure in Recursive Neural Networks |
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373 | (16) |
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Clustering and Unsupervised Learning |
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|
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A Distance Scaling Method to Improve Density-Based Clustering |
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389 | (12) |
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Neighbourhood Contrast: A Better Means to Detect Clusters Than Density |
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401 | (12) |
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Clustering of Multiple Density Peaks |
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413 | (13) |
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A New Local Density for Density Peak Clustering |
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426 | (13) |
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An Efficient Ranking-Centered Density-Based Document Clustering Method |
|
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439 | (13) |
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Fast Manifold Landmarking Using Locality-Sensitive Hashing |
|
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452 | (13) |
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|
|
Benjamin I. P. Rubinstein |
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Equitable Conceptual Clustering Using OWA Operator |
|
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465 | (13) |
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Unsupervised Extremely Randomized Trees |
|
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478 | (12) |
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Local Graph Clustering by Multi-network Random Walk with Restart |
|
|
490 | (12) |
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Scalable Approximation Algorithm for Graph Summarization |
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|
502 | (15) |
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Privacy-Preserving and Security |
|
|
|
RIPEx: Extracting Malicious IP Addresses from Security Forums Using Cross-Forum Learning |
|
|
517 | (13) |
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Pattern-Mining Based Cryptanalysis of Bloom Filters for Privacy-Preserving Record Linkage |
|
|
530 | (13) |
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|
|
A Privacy Preserving Bayesian Optimization with High Efficiency |
|
|
543 | (13) |
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Randomizing SVM Against Adversarial Attacks Under Uncertainty |
|
|
556 | (15) |
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|
|
Recommendation and Data Factorization |
|
|
|
One for the Road: Recommending Male Street Attire |
|
|
571 | (12) |
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|
Krothapalli Sreenivasa Rao |
|
|
Context-Aware Location Annotation on Mobility Records Through User Grouping |
|
|
583 | (14) |
|
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A Joint Optimization Approach for Personalized Recommendation Diversification |
|
|
597 | (13) |
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|
Personalized Item-of-Interest Recommendation on Storage Constrained Smartphone Based on Word Embedding Quantization |
|
|
610 | (15) |
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|
Social Network, Ubiquitous Data and Graph Mining |
|
|
|
Topic-Specific Retweet Count Ranking for Weibo |
|
|
625 | (13) |
|
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|
|
Motif-Aware Diffusion Network Inference |
|
|
638 | (13) |
|
|
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|
|
Tri-Fly: Distributed Estimation of Global and Local Triangle Counts in Graph Streams |
|
|
651 | (13) |
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|
|
|
|
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|
|
WFSM-MaxPWS: An Efficient Approach for Mining Weighted Frequent Subgraphs from Edge-Weighted Graph Databases |
|
|
664 | (13) |
|
|
|
|
|
|
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|
|
A Game-Theoretic Adversarial Approach to Dynamic Network Prediction |
|
|
677 | (12) |
|
|
|
|
|
|
|
Targeted Influence Minimization in Social Networks |
|
|
689 | (12) |
|
|
|
|
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|
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|
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|
|
Maximizing Social Influence on Target Users |
|
|
701 | (12) |
|
|
|
|
|
|
|
Team Expansion in Collaborative Environments |
|
|
713 | (13) |
|
|
|
|
|
|
|
|
|
|
|
|
|
HashAlign: Hash-Based Alignment of Multiple Graphs |
|
|
726 | (14) |
|
|
|
|
|
|
|
|
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|
|
Evaluating and Analyzing Reliability over Decentralized and Complex Networks |
|
|
740 | (12) |
|
|
|
|
|
|
|
|
|
|
|
Efficient Exact and Approximate Algorithms for Computing Betweenness Centrality in Directed Graphs |
|
|
752 | (13) |
|
Mostafa Haghir Chehreghani |
|
|
|
|
|
|
Forecasting Bitcoin Price with Graph Chainlets |
|
|
765 | (12) |
|
|
|
|
|
|
|
|
|
Information Propagation Trees for Protest Event Prediction |
|
|
777 | (13) |
|
|
|
|
|
|
|
|
|
|
|
Predictive Team Formation Analysis via Feature Representation Learning on Social Networks |
|
|
790 | (13) |
|
|
|
|
|
|
|
Leveraging Local Interactions for Geolocating Social Media Users |
|
|
803 | (13) |
|
|
|
|
|
|
|
|
|
Utilizing Sequences of Touch Gestures for User Verification on Mobile Devices |
|
|
816 | (13) |
|
|
|
|
|
|
|
|
| Author Index |
|
829 | |
