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Michael Steinbach
Titel
Zitiert von
Zitiert von
Jahr
Introduction to data mining
PN Tan, M Steinbach, V Kumar
Pearson Education India, 2016
167012016
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
70232008
A comparison of document clustering techniques
M Steinbach, G Karypis, V Kumar
39802000
A comparison of document clustering techniques
M Steinbach, G Karypis, V Kumar
39802000
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
9552003
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
8932017
Data mining cluster analysis: basic concepts and algorithms
PN Tan, M Steinbach, V Kumar
Introduction to data mining 487, 533, 2013
7212013
The challenges of clustering high dimensional data
M Steinbach, L Ertöz, V Kumar
New directions in statistical physics: econophysics, bioinformatics, and …, 2004
6492004
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
3452020
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
3222006
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
3162002
Introdução ao datamining: mineração de dados
PN Tan, M Steinbach, V Kumar
Ciência Moderna, 2009
2872009
Mining electronic health records (EHRs) A survey
P Yadav, M Steinbach, V Kumar, G Simon
ACM Computing Surveys (CSUR) 50 (6), 1-40, 2018
2852018
Classification: basic concepts, decision trees, and model evaluation
PN Tan, M Steinbach, V Kumar
Introduction to data mining 1, 145-205, 2006
2312006
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
2062019
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
1892003
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
1862019
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
1852006
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
1842004
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
1692003
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