5.4(top 5%)
impact factor
5.6K(top 5%)
papers
267.1K(top 2%)
citations
204(top 1%)
h-index
5.5(top 5%)
impact factor
6.8K
all documents
283.9K
doc citations
382(top 1%)
g-index
Top Articles
| # | Title | Journal | Year | Citations |
|---|---|---|---|---|
| 1 | A Survey on Transfer Learning | IEEE Transactions on Knowledge and Data Engineering | 2010 | 14,602 |
| 2 | Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions | IEEE Transactions on Knowledge and Data Engineering | 2005 | 7,390 |
| 3 | Learning from Imbalanced Data | IEEE Transactions on Knowledge and Data Engineering | 2009 | 5,717 |
| 4 | A Review on Multi-Label Learning Algorithms | IEEE Transactions on Knowledge and Data Engineering | 2014 | 2,080 |
| 5 | Toward integrating feature selection algorithms for classification and clustering | IEEE Transactions on Knowledge and Data Engineering | 2005 | 1,915 |
| 6 | Data mining with big data | IEEE Transactions on Knowledge and Data Engineering | 2014 | 1,841 |
| 7 | Protecting respondents identities in microdata release | IEEE Transactions on Knowledge and Data Engineering | 2001 | 1,733 |
| 8 | Workflow mining: discovering process models from event logs | IEEE Transactions on Knowledge and Data Engineering | 2004 | 1,562 |
| 9 | Data mining: an overview from a database perspective | IEEE Transactions on Knowledge and Data Engineering | 1996 | 1,526 |
| 10 | Knowledge Graph Embedding: A Survey of Approaches and Applications | IEEE Transactions on Knowledge and Data Engineering | 2017 | 1,465 |
| 11 | Using AUC and accuracy in evaluating learning algorithms | IEEE Transactions on Knowledge and Data Engineering | 2005 | 1,434 |
| 12 | PeerTrust: Supporting Reputation-Based Trust for Peer-to-Peer Electronic Communities | IEEE Transactions on Knowledge and Data Engineering | 2004 | 1,412 |
| 13 | The Google Similarity Distance | IEEE Transactions on Knowledge and Data Engineering | 2007 | 1,373 |
| 14 | Database mining: a performance perspective | IEEE Transactions on Knowledge and Data Engineering | 1993 | 1,237 |
| 15 | Scalable algorithms for association mining | IEEE Transactions on Knowledge and Data Engineering | 2000 | 1,236 |
| 16 | A Comprehensive Survey of Graph Embedding: Problems, Techniques, and Applications | IEEE Transactions on Knowledge and Data Engineering | 2018 | 1,233 |
| 17 | Duplicate Record Detection: A Survey | IEEE Transactions on Knowledge and Data Engineering | 2007 | 1,042 |
| 18 | Training cost-sensitive neural networks with methods addressing the class imbalance problem | IEEE Transactions on Knowledge and Data Engineering | 2006 | 987 |
| 19 | Cluster analysis for gene expression data: a survey | IEEE Transactions on Knowledge and Data Engineering | 2004 | 981 |
| 20 | Estimating the Helpfulness and Economic Impact of Product Reviews: Mining Text and Reviewer Characteristics | IEEE Transactions on Knowledge and Data Engineering | 2011 | 956 |
| 21 | Benchmarking attribute selection techniques for discrete class data mining | IEEE Transactions on Knowledge and Data Engineering | 2003 | 927 |
| 22 | Random-Walk Computation of Similarities between Nodes of a Graph with Application to Collaborative Recommendation | IEEE Transactions on Knowledge and Data Engineering | 2007 | 925 |
| 23 | Mining sequential patterns by pattern-growth: the PrefixSpan approach | IEEE Transactions on Knowledge and Data Engineering | 2004 | 922 |
| 24 | CLARANS: a method for clustering objects for spatial data mining | IEEE Transactions on Knowledge and Data Engineering | 2002 | 910 |
| 25 | Multilabel Neural Networks with Applications to Functional Genomics and Text Categorization | IEEE Transactions on Knowledge and Data Engineering | 2006 | 905 |
| 26 | On Modularity Clustering | IEEE Transactions on Knowledge and Data Engineering | 2008 | 869 |
| 27 | Tri-training: exploiting unlabeled data using three classifiers | IEEE Transactions on Knowledge and Data Engineering | 2005 | 847 |
| 28 | A generalized definition of rough approximations based on similarity | IEEE Transactions on Knowledge and Data Engineering | 2000 | 844 |
| 29 | An approach for measuring semantic similarity between words using multiple information sources | IEEE Transactions on Knowledge and Data Engineering | 2003 | 841 |
| 30 | Parallel mining of association rules | IEEE Transactions on Knowledge and Data Engineering | 1996 | 815 |
| 31 | Topic-sensitive pagerank: A context-sensitive ranking algorithm for web search | IEEE Transactions on Knowledge and Data Engineering | 2003 | 765 |
| 32 | Ontology Matching: State of the Art and Future Challenges | IEEE Transactions on Knowledge and Data Engineering | 2013 | 761 |
| 33 | MWMOTE--Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning | IEEE Transactions on Knowledge and Data Engineering | 2014 | 759 |
| 34 | A Survey on Network Embedding | IEEE Transactions on Knowledge and Data Engineering | 2019 | 741 |
| 35 | Heterogeneous Information Network Embedding for Recommendation | IEEE Transactions on Knowledge and Data Engineering | 2019 | 731 |
| 36 | Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data | IEEE Transactions on Knowledge and Data Engineering | 2017 | 713 |
| 37 | Untangling Blockchain: A Data Processing View of Blockchain Systems | IEEE Transactions on Knowledge and Data Engineering | 2018 | 711 |
| 38 | A survey of heterogeneous information network analysis | IEEE Transactions on Knowledge and Data Engineering | 2017 | 694 |
| 39 | Determining semantic similarity among entity classes from different ontologies | IEEE Transactions on Knowledge and Data Engineering | 2003 | 680 |
| 40 | Outlier Detection for Temporal Data: A Survey | IEEE Transactions on Knowledge and Data Engineering | 2014 | 649 |
| 41 | Random k-Labelsets for Multilabel Classification | IEEE Transactions on Knowledge and Data Engineering | 2011 | 637 |
| 42 | Clustering data streams: theory and practice | IEEE Transactions on Knowledge and Data Engineering | 2003 | 614 |
| 43 | Nonnegative Matrix Factorization: A Comprehensive Review | IEEE Transactions on Knowledge and Data Engineering | 2013 | 605 |
| 44 | Privacy-preserving distributed mining of association rules on horizontally partitioned data | IEEE Transactions on Knowledge and Data Engineering | 2004 | 592 |
| 45 | Sentence similarity based on semantic nets and corpus statistics | IEEE Transactions on Knowledge and Data Engineering | 2006 | 588 |
| 46 | Document clustering using locality preserving indexing | IEEE Transactions on Knowledge and Data Engineering | 2005 | 585 |
| 47 | Efficient algorithms for mining closed itemsets and their lattice structure | IEEE Transactions on Knowledge and Data Engineering | 2005 | 579 |
| 48 | A Survey of Web Information Extraction Systems | IEEE Transactions on Knowledge and Data Engineering | 2006 | 559 |
| 49 | Semantics-preserving dimensionality reduction: rough and fuzzy-rough-based approaches | IEEE Transactions on Knowledge and Data Engineering | 2004 | 558 |
| 50 | Deep Learning on Graphs: A Survey | IEEE Transactions on Knowledge and Data Engineering | 2022 | 552 |