Introduction to data mining PN Tan, M Steinbach, V Kumar Pearson Education India, 2016 | 16411 | 2016 |

Top 10 algorithms in data mining X Wu, V Kumar, J Ross Quinlan, J Ghosh, Q Yang, H Motoda, ... Knowledge and information systems 14, 1-37, 2008 | 6710 | 2008 |

A comparison of document clustering techniques M Steinbach, G Karypis, V Kumar | 3923 | 2000 |

A comparison of document clustering techniques M Steinbach, G Karypis, V Kumar | 3923 | 2000 |

Finding clusters of different sizes, shapes, and densities in noisy, high dimensional data L Ertöz, M Steinbach, V Kumar Proceedings of the 2003 SIAM international conference on data mining, 47-58, 2003 | 939 | 2003 |

Theory-guided data science: A new paradigm for scientific discovery from data A Karpatne, G Atluri, JH Faghmous, M Steinbach, A Banerjee, A Ganguly, ... IEEE Transactions on knowledge and data engineering 29 (10), 2318-2331, 2017 | 793 | 2017 |

Data mining cluster analysis: basic concepts and algorithms PN Tan, M Steinbach, V Kumar Introduction to data mining 487, 533, 2013 | 696 | 2013 |

The challenges of clustering high dimensional data M Steinbach, L Ertöz, V Kumar New directions in statistical physics: econophysics, bioinformatics, and …, 2004 | 629 | 2004 |

A new shared nearest neighbor clustering algorithm and its applications L Ertoz, M Steinbach, V Kumar Workshop on clustering high dimensional data and its applications at 2nd …, 2002 | 312 | 2002 |

Integrating physics-based modeling with machine learning: A survey J Willard, X Jia, S Xu, M Steinbach, V Kumar arXiv preprint arXiv:2003.04919 1 (1), 1-34, 2020 | 308 | 2020 |

Enhancing data analysis with noise removal H Xiong, G Pandey, M Steinbach, V Kumar IEEE transactions on knowledge and data engineering 18 (3), 304-319, 2006 | 306 | 2006 |

Introdução ao datamining: mineração de dados PN Tan, M Steinbach, V Kumar Ciência Moderna, 2009 | 279 | 2009 |

Mining electronic health records (EHRs) A survey P Yadav, M Steinbach, V Kumar, G Simon ACM Computing Surveys (CSUR) 50 (6), 1-40, 2018 | 269 | 2018 |

Classification: basic concepts, decision trees, and model evaluation PN Tan, M Steinbach, V Kumar Introduction to data mining 1, 145-205, 2006 | 225 | 2006 |

Discovery of climate indices using clustering M Steinbach, PN Tan, V Kumar, S Klooster, C Potter Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003 | 188 | 2003 |

数据挖掘导论 PN Tan, M Steinbach, V Kumar, 范明, 范宏建译 北京: 人民邮电出版社, 2006 | 185 | 2006 |

Finding topics in collections of documents: A shared nearest neighbor approach W Wu, H Xiong, S Shekhar, L Ertöz, M Steinbach, V Kumar Clustering and information retrieval, 83-103, 2004 | 183 | 2004 |

Physics guided RNNs for modeling dynamical systems: A case study in simulating lake temperature profiles X Jia, J Willard, A Karpatne, J Read, J Zwart, M Steinbach, V Kumar Proceedings of the 2019 SIAM International Conference on Data Mining, 558-566, 2019 | 180 | 2019 |

Major disturbance events in terrestrial ecosystems detected using global satellite data sets C Potter, PN TAN, M Steinbach, S Klooster, V Kumar, R Myneni, ... Global Change Biology 9 (7), 1005-1021, 2003 | 168 | 2003 |

Process‐guided deep learning predictions of lake water temperature JS Read, X Jia, J Willard, AP Appling, JA Zwart, SK Oliver, A Karpatne, ... Water Resources Research 55 (11), 9173-9190, 2019 | 165 | 2019 |