Data Mining and Knowledge Discovery

Title Publication Date Language Citations
Controlled experiments on the web: survey and practical guide2008/07/30English134
Survey on mining subjective data on the web2011/10/19English132
Automatic Subspace Clustering of High Dimensional Data2005/07/01English131
Mining process models with non-free-choice constructs2007/03/02English131
Accurate Prediction of Protein Disordered Regions by Mining Protein Structure Data2005/07/14English129
Generalizing DTW to the multi-dimensional case requires an adaptive approach2016/02/15English129
Manifold elastic net: a unified framework for sparse dimension reduction2010/07/04English128
Leveraging social media networks for classification2011/01/14English125
The great multivariate time series classification bake off: a review and experimental evaluation of recent algorithmic advances2020/12/18English122
Learning model trees from evolving data streams2010/10/15English118
Finding Frequent Patterns in a Large Sparse Graph*2005/09/08English117
Automatically countering imbalance and its empirical relationship to cost2008/02/17English115
Hellinger distance decision trees are robust and skew-insensitive2011/06/09English114
catch22: CAnonical Time-series CHaracteristics2019/08/09English110
Temporal pattern discovery in longitudinal electronic patient records2009/11/17English104
Locally adaptive metrics for clustering high dimensional data2007/01/26English103
Learning Bayesian networks by hill climbing: efficient methods based on progressive restriction of the neighborhood2010/05/11English98
Extracting influential nodes on a social network for information diffusion2009/10/08English93
A game-theoretic framework to identify overlapping communities in social networks2010/07/25English93
A review on distance based time series classification2018/11/01English93
Duplicate detection in adverse drug reaction surveillance2007/02/07English90
Survey on distance metric learning and dimensionality reduction in data mining2014/06/27English90
Measuring discrimination in algorithmic decision making2017/03/31English87
Community detection via heterogeneous interaction analysis2011/08/21English86
Activity recognition in beach volleyball using a Deep Convolutional Neural Network2017/02/25English85
Fast Distributed Outlier Detection in Mixed-Attribute Data Sets2006/04/07English83
Time series representation and similarity based on local autopatterns2015/07/07English82
On constrained spectral clustering and its applications2012/09/18English82
Transaction aggregation as a strategy for credit card fraud detection2008/07/30English82
Learning a symbolic representation for multivariate time series classification2014/02/16English80