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Artificial Intelligence, ISSN 0004-3702, 2010, Volume 174, Issue 9, pp. 597 - 618
Journal Article
Angewandte Chemie International Edition, ISSN 1433-7851, 07/2014, Volume 53, Issue 30, pp. 7745 - 7750
Journal Article
IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 02/2014, Volume 26, Issue 2, pp. 294 - 308
Journal Article
International Journal of Machine Learning and Cybernetics, ISSN 1868-8071, 4/2018, Volume 9, Issue 4, pp. 577 - 588
Journal Article
IEEE Transactions on Fuzzy Systems, ISSN 1063-6706, 12/2018, Volume 26, Issue 6, p. 3524
Fuzzy cluster ensemble is an important research component of ensemble learning, which is used to aggregate several fuzzy base clusterings to generate a single... 
Algorithms | Robustness (mathematics) | Fuzzy | Clustering
Journal Article
Neurocomputing, ISSN 0925-2312, 06/2016, Volume 193, pp. 33 - 41
Journal Article
Expert Systems with Applications, ISSN 0957-4174, 10/2018, Volume 108, p. 143
As one kind of typical network big data, social-information networks (such as Weibo and Twitter) include both the complex network structure among users and the... 
Data analysis | Data management | Social networks | Information | Factorization
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2015, Volume 9437, pp. 3 - 12
Conference Proceeding
Information Processing Letters, ISSN 0020-0190, 04/2015, Volume 115, Issue 4, p. 492
  Manifold learning has become a hot issue in the field of machine learning and data mining. There are some algorithms proposed to extract the intrinsic... 
Studies | Embedded systems | Algorithms | Information processing | Data mining | Artificial intelligence
Journal Article
Shuju Caiji Yu Chuli/Journal of Data Acquisition and Processing, ISSN 1004-9037, 11/2017, Volume 32, Issue 6, pp. 1153 - 1162
Journal Article
Jisuanji Yanjiu yu Fazhan/Computer Research and Development, ISSN 1000-1239, 05/2016, Volume 53, Issue 5, pp. 1018 - 1028
Journal Article
IEEE Transactions on Neural Networks and Learning Systems, ISSN 2162-237X, 10/2016, Volume 27, Issue 10, pp. 2047 - 2059
Journal Article
Knowledge-Based Systems, ISSN 0950-7051, 11/2018, Volume 159, p. 72
Link prediction is a fundamental research problem in network data analysis. Networks usually contain rich node-to-node topological metrics and their effective... 
Networks | Data analysis | Matrix | Mathematical analysis | Probability | Performance prediction | Mathematical models | Modelling | Fusion | Matrix methods | Factorization
Journal Article
IEEE Transactions on Fuzzy Systems, ISSN 1063-6706, 04/2011, Volume 19, Issue 2, pp. 253 - 264
Journal Article
IEEE Transactions on Fuzzy Systems, ISSN 1063-6706, 11/2019, pp. 1 - 1
Ordinal classification is an important classification task, in which there exists a monotonic constraint between features and the decision class. In this... 
ensemble learning | fuzzy dominance rough set | Uncertainty | Heuristic algorithms | Rough sets | Big Data | discernibility matrix | Entropy | attribute reduction | Decision trees | Ordinal classification | Task analysis
Journal Article
Shu ju cai ji yu chu li = Journal of Data Acquisition and Processing, ISSN 1004-9037, 01/2017, Issue 6, p. 1153
k nearest neighbor(kNN),which is one of the most typical data mining algorithms,is widely applied in various areas due to its better generation ability and... 
Algorithms | Random sampling | Run time (computers) | Classification | K nearest neighbour classification tree analysis | Data mining | Acceleration
Journal Article
Information Fusion, ISSN 1566-2535, 08/2019, Volume 48, pp. 107 - 118
Rough set theory is an efficient tool for dealing with inexact and uncertain information. Numerous studies have focused on rough set theory and associated... 
Multi-granulation | Multi-source | Multi-scale | Multi-modality | Information fusion | Rough set | APPROXIMATION | PREFERENCE-RELATION | KNOWLEDGE GRANULATION | ACQUISITION | MULTIGRANULATION | MODEL | OPTIMAL SCALE SELECTION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ATTRIBUTE REDUCTION | RULE INDUCTION | UNCERTAINTY | COMPUTER SCIENCE, THEORY & METHODS
Journal Article
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