Data Mining and Knowledge Discovery

Title Publication Date Language Citations
Structure-aware decoupled imputation network for multivariate time series2023/12/08English
CompTrails: comparing hypotheses across behavioral networks2024/01/03English
OEC: an online ensemble classifier for mining data streams with noisy labels2023/12/12English
When graph convolution meets double attention: online privacy disclosure detection with multi-label text classification2024/01/05English
Traffic forecasting on new roads using spatial contrastive pre-training (SCPT)2023/09/27English
Representing ensembles of networks for fuzzy cluster analysis: a case study2023/10/09English
Community detection in interval-weighted networks2023/10/09English
The art of centering without centering for robust principal component analysis2023/10/09English
MODE-Bi-GRU: orthogonal independent Bi-GRU model with multiscale feature extraction2023/10/09English
Navigating the metric maze: a taxonomy of evaluation metrics for anomaly detection in time series2023/11/18English
Enhancing cluster analysis via topological manifold learning2023/09/29English
Interpretable linear dimensionality reduction based on bias-variance analysis2024/03/25English
Binary quantification and dataset shift: an experimental investigation2024/03/18English
Online concept evolution detection based on active learning2024/03/15English
MCCE: Monte Carlo sampling of valid and realistic counterfactual explanations for tabular data2024/03/22English
Enforcing fairness using ensemble of diverse Pareto-optimal models2023/02/14English
A combinatorial multi-armed bandit approach to correlation clustering2023/06/29English
Datasets, tasks, and training methods for large-scale hypergraph learning2023/07/26English
Fast block-wise partitioning for extreme multi-label classification2023/07/26English
MrTF: model refinery for transductive federated learning2023/06/30English
BDRI: block decomposition based on relational interaction for knowledge graph completion2023/02/03English
Residual projection for quantile regression in vertically partitioned big data2023/01/17English
Bake off redux: a review and experimental evaluation of recent time series classification algorithms2024/04/19English
MMA: metadata supported multi-variate attention for onset detection and prediction2024/02/19English
Improving Graph Neural Networks by combining active learning with self-training2023/08/11English
Improving the core resilience of real-world hypergraphs2023/08/09English
Column-coherent matrix decomposition2023/08/11English
SALτ: efficiently stopping TAR by improving priors estimates2023/08/28English
An attention matrix for every decision: faithfulness-based arbitration among multiple attention-based interpretations of transformers in text classification2023/08/28English
Variable screening for Lasso based on multidimensional indexing2023/08/27English