A coarse sort of papers in ICDE 2014 mainly based on their titles and abstracts. Some papers belong to different categories.
- Relevant Contents
DM207 (Log-linear Analysis, Conditional Dependency), DM222 (Cross-modal Data) - Data Streams Analysis
DM229 (Co-evolving, HMM), DM403 (Time Series Join) - Structure Learning
DM255 (Lasso+) - Uncertain
DM263 (Trajectory, Partial Observation), DM275 (Multi-label, Visual Mining) - Representation Learning
DM264 (RBM++) - Prediction
DM362 (Latent Dirichlet Allocation), DM397 (Heterogeneous Collective Link) - Regression
DM431 (Sparse Quantile Regression) - Dimension Reduction
DM248 (Spectral Embedding+) - Entity Detection
DM433 (Randomized) - Clustering
DM452 (Subspace), DM (Past Similar, Hidden Markov Random Field) - Feature Selection
DM249 (Noise-Resistant), DM261 (LDA+, Contentious Text Mining), DM267 (Multi-view Learning), DM459 (Online), DM463 (Multi-view Learning, Subspace), DM154 (Core Finding), DM749 (Mobility Relationship), DM764 (Mobility Pattern), DM821 (Spatiotemporal Social Contact) - Recommendation
DM462 (Differential Privacy), DM508 (Similarity Learning), DM560 (k-Nearest-Neighbors, Real Time), DM669 (Low-rank, Top K) - Text Mining
DM465 (Matrix Factorization), DM896 (Technology Prospecting, Patent) - Anomaly Detection
DM270 (Spam), DM300 (Traffic Flow), DM474 (Streaming Data, Density), DM566 (Credibility Evaluation), DM604 (Poisson), DM923 (Traffic Congestion, Markov Random Fields) - Classification
DM254 (Time Series), DM317 (Time Series, Subsequence Patterns), DM351 (Multi-label), DM353 (Cost-Sensitive), DM383 (SVM, Dynamic Graph), DM488 (Streaming Networks), DM694 (Multi-view Learning), DM706 (Early Classification, Ongoing Observation), DM767 (Time Series), DM786 (Sequential Pattern), - Distance Metric Learning
DM577 (Rank) - Matrix Factorization
DM282, DM701, DM883 (Collaborative Prediction) - Relational Machine Learning
DM804 (Expectation Maximization+)