Knowledge and Information Systems

2.7(top 20%)

impact factor

2.0K(top 10%)

papers

57.1K(top 5%)

citations

98(top 5%)

h-index

2.9(top 20%)

impact factor

2.3K

all documents

60.4K

doc citations

181(top 5%)

g-index

Top Articles

#	Title	Journal	Year	Citations
1	Top 10 algorithms in data mining	Knowledge and Information Systems	2008	4,153
2	Exact indexing of dynamic time warping	Knowledge and Information Systems	2005	1,418
3	Dimensionality Reduction for Fast Similarity Search in Large Time Series Databases	Knowledge and Information Systems	2001	1,098
4	A Comprehensive Survey of Evolutionary-Based Multiobjective Optimization Techniques	Knowledge and Information Systems	1999	1,019
5	Data Preparation for Mining World Wide Web Browsing Patterns	Knowledge and Information Systems	1999	1,010
6	Defining and evaluating network communities based on ground-truth	Knowledge and Information Systems	2015	913
7	Explaining prediction models and individual predictions with feature contributions	Knowledge and Information Systems	2014	883
8	Agent-Based Systems for Intelligent Manufacturing: A State-of-the-Art Survey	Knowledge and Information Systems	1999	708
9	A survey of methods for time series change point detection	Knowledge and Information Systems	2017	663
10	A review of feature selection methods on synthetic data	Knowledge and Information Systems	2013	563
11	Data preprocessing techniques for classification without discrimination	Knowledge and Information Systems	2012	529
12	Stability of feature selection algorithms: a study on high-dimensional spaces	Knowledge and Information Systems	2007	464
13	Self-labeled techniques for semi-supervised learning: taxonomy, software and empirical study	Knowledge and Information Systems	2015	377
14	SMOTE-RSB *: a hybrid preprocessing approach based on oversampling and undersampling for high imbalanced data-sets using SMOTE and rough sets theory	Knowledge and Information Systems	2012	342
15	Semi-supervised learning by disagreement	Knowledge and Information Systems	2010	329
16	Transfer learning for activity recognition: a survey	Knowledge and Information Systems	2013	328
17	Random walk with restart: fast solutions and applications	Knowledge and Information Systems	2008	307
18	Ontology Evolution: Not the Same as Schema Evolution	Knowledge and Information Systems	2004	302
19	Clustering of time-series subsequences is meaningless: implications for previous and future research	Knowledge and Information Systems	2005	284
20	Supervised tensor learning	Knowledge and Information Systems	2007	281
21	A survey of sentiment analysis in social media	Knowledge and Information Systems	2019	279
22	Ontologies: How can They be Built?	Knowledge and Information Systems	2004	264
23	A survey on instance selection for active learning	Knowledge and Information Systems	2013	245
24	Recent advances in feature selection and its applications	Knowledge and Information Systems	2017	238
25	Comparison of descriptor spaces for chemical compound retrieval and classification	Knowledge and Information Systems	2008	231
26	An overview on subgroup discovery: foundations and applications	Knowledge and Information Systems	2011	229
27	A survey on data stream clustering and classification	Knowledge and Information Systems	2015	228
28	Application of correlation coefficient to interval-valued intuitionistic fuzzy multiple attribute decision-making with incomplete weight information	Knowledge and Information Systems	2011	222
29	Core techniques of question answering systems over knowledge bases: a survey	Knowledge and Information Systems	2018	215
30	Using discriminant analysis for multi-class classification: an experimental investigation	Knowledge and Information Systems	2006	213
31	The ClusTree: indexing micro-clusters for anytime stream mining	Knowledge and Information Systems	2011	209
32	In-network outlier detection in wireless sensor networks	Knowledge and Information Systems	2013	206
33	Generative model-based document clustering: a comparative study	Knowledge and Information Systems	2005	200
34	Boosting support vector machines for imbalanced data sets	Knowledge and Information Systems	2010	196
35	The k-anonymity and l-diversity approaches for privacy preservation in social networks against neighborhood attacks	Knowledge and Information Systems	2011	187
36	A survey on indexing techniques for big data: taxonomy and performance evaluation	Knowledge and Information Systems	2016	187
37	On the choice of the best imputation methods for missing values considering three groups of classification methods	Knowledge and Information Systems	2012	185
38	Privacy-preserving SVM classification	Knowledge and Information Systems	2008	183
39	EFIM: a fast and memory efficient algorithm for high-utility itemset mining	Knowledge and Information Systems	2017	179
40	A weighted voting framework for classifiers ensembles	Knowledge and Information Systems	2014	176
41	An efficient projection-based indexing approach for mining high utility itemsets	Knowledge and Information Systems	2014	171
42	Tracking recurring contexts using ensemble classifiers: an application to email filtering	Knowledge and Information Systems	2010	170
43	Evaluating link prediction methods	Knowledge and Information Systems	2015	170
44	Extension of TOPSIS method for 2-tuple linguistic multiple attribute group decision making with incomplete weight information	Knowledge and Information Systems	2010	168
45	Characterization and evaluation of similarity measures for pairs of clusterings	Knowledge and Information Systems	2009	164
46	Automatic outlier detection for time series: an application to sensor data	Knowledge and Information Systems	2007	161
47	Human-centered ontology engineering: The HCOME methodology	Knowledge and Information Systems	2006	160
48	Catch the moment: maintaining closed frequent itemsets over a data stream sliding window	Knowledge and Information Systems	2006	160
49	Topic-aware social influence propagation models	Knowledge and Information Systems	2013	157
50	Ontologies for Knowledge Management: An Information Systems Perspective	Knowledge and Information Systems	2004	155

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