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