A Framework for Anomaly Detection in Time-Driven and Event-Driven Processes Using Kernel Traces
A Survey and Quantitative Study on Map Inference Algorithms From GPS Trajectories
A Survey of Data-Driven and Knowledge-Aware eXplainable AI
A Survey on Deep Learning for Named Entity Recognition
A Survey on Spark Ecosystem: Big Data Processing Infrastructure, Machine Learning, and Applications
Accurately Estimating User Cardinalities and Detecting Super Spreaders Over Time
Achieving Secure and Dynamic Range Queries Over Encrypted Cloud Data
Activity Organization for Friend-Making Optimization in Online Social Networks
Aligning Points to Lines: Provable Approximations
An Online Robust Support Vector Regression for Data Streams
An Optimal Online Semi-Connected PLA Algorithm With Maximum Error Bound
Cohesive Subgraph Search Using Keywords in Large Networks
Collective Decision for Open Set Recognition
Constrained Truth Discovery
Copula Guided Parallel Gibbs Sampling for Nonparametric and Coherent Topic Discovery
Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning
Deep Learning on Graphs: A Survey
DGDFS: Dependence Guided Discriminative Feature Selection for Predicting Adverse Drug-Drug Interaction
Fast Multi-View Semi-Supervised Learning With Learned Graph
Fastest Path Query Answering using Time-Dependent Hop-Labeling in Road Network
Hierarchical Prediction and Adversarial Learning For Conditional Response Generation
HyperMinHash: MinHash in LogLog Space
Label Propagated Nonnegative Matrix Factorization for Clustering
Lamps: Location-Aware Moving Top-k Pub/Sub
Large Scale Tensor Factorization via Parallel Sketches
Learning Vertex Representations for Bipartite Networks
Matrix Completion via Schatten Capped $p$p Norm
Modeling Dynamic Missingness of Implicit Feedback for Sequential Recommendation
RDMN: A Relative Density Measure Based on MST Neighborhood for Clustering Multi-Scale Datasets
RHINE: Relation Structure-Aware Heterogeneous Information Network Embedding
SoulMate: Short-Text Author Linking Through Multi-Aspect Temporal-Textual Embedding
Spatiotemporal Activity Modeling via Hierarchical Cross-Modal Embedding
Steerable Self-Driving Data Visualization
Subgraph Matching With Effective Matching Order and Indexing
2021 Index IEEE Transactions on Knowledge and Data Engineering Vol. 33
