Knowledge and Information Systems

Title Publication Date Language Citations
Top 10 algorithms in data mining2007/12/04English2,329
Exact indexing of dynamic time warping2005/03/01English718
Explaining prediction models and individual predictions with feature contributions2013/08/30English675
Defining and evaluating network communities based on ground-truth2013/10/04English520
A survey of methods for time series change point detection2016/09/08English436
A review of feature selection methods on synthetic data2012/03/30English366
Stability of feature selection algorithms: a study on high-dimensional spaces2006/12/01English273
Data preprocessing techniques for classification without discrimination2011/12/03English257
Self-labeled techniques for semi-supervised learning: taxonomy, software and empirical study2013/11/26English248
SMOTE-RSB *: a hybrid preprocessing approach based on oversampling and undersampling for high imbalanced data-sets using SMOTE and rough sets theory2011/12/04English231
Semi-supervised learning by disagreement2009/05/19English222
Transfer learning for activity recognition: a survey2013/06/07English215
Supervised tensor learning2007/01/12English202
Recent advances in feature selection and its applications2017/05/05English182
Application of correlation coefficient to interval-valued intuitionistic fuzzy multiple attribute decision-making with incomplete weight information2009/12/17English180
Random walk with restart: fast solutions and applications2007/07/04English173
A survey of sentiment analysis in social media2018/07/04English165
Comparison of descriptor spaces for chemical compound retrieval and classification2007/08/23English142
Boosting support vector machines for imbalanced data sets2009/03/05English141
Clustering of time-series subsequences is meaningless: implications for previous and future research2005/08/01English140
A survey on data stream clustering and classification2014/12/17English135
Using discriminant analysis for multi-class classification: an experimental investigation2006/03/24English133
Extension of TOPSIS method for 2-tuple linguistic multiple attribute group decision making with incomplete weight information2009/10/22English128
A survey on indexing techniques for big data: taxonomy and performance evaluation2015/03/26English126
A survey on instance selection for active learning2012/06/06English126
Pythagorean fuzzy MULTIMOORA method based on distance measure and score function: its application in multicriteria decision making process2020/08/07English120
EFIM: a fast and memory efficient algorithm for high-utility itemset mining2016/09/02English119
An overview on subgroup discovery: foundations and applications2010/11/11English118
On the choice of the best imputation methods for missing values considering three groups of classification methods2011/06/14English118
A weighted voting framework for classifiers ensembles2012/12/07English113