Standout Papers

Top 10 algorithms in data mining 2005 2026 2012 2019 3.0k
  1. Top 10 algorithms in data mining (2007)
    Xindong Wu, Vipin Kumar et al. Knowledge and Information Systems
  2. Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data (2017)
    Anuj Karpatne, Gowtham Atluri et al. IEEE Transactions on Knowledge and Data Engineering
  3. Introduction to Data Mining, (First Edition) (2005)
    Pang‐Ning Tan, Michael Steinbach et al. Addison-Wesley Longman Publishing Co., Inc. eBooks
  4. Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems (2022)
    Jared Willard, Xiaowei Jia et al. ACM Computing Surveys

Immediate Impact

39 from Science/Nature 63 standout
Sub-graph 1 of 23

Citing Papers

Machine Learning in Polymer Research
2025 Standout
Global increase in the occurrence and impact of multiyear droughts
2025 StandoutScience
9 intermediate papers

Works of Michael Steinbach being referenced

Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data
2017 Standout
Major disturbance events in terrestrial ecosystems detected using global satellite data sets
2003
and 1 more

Author Peers

Author Last Decade Papers Cites
Michael Steinbach 2172 621 527 923 72 6.5k
Davide Chicco 2048 412 1195 370 63 8.1k
Leonard Kaufman 1691 481 1073 506 60 8.4k
Giuseppe Jurman 1854 453 1628 418 89 8.6k
Tie‐Yan Liu 3218 430 978 892 154 9.0k
J. Praagman 1912 536 518 593 14 7.1k
Tin Kam Ho 2551 276 514 491 48 5.9k
John Van Ryzin 4567 1179 1264 1637 66 15.7k
Darrell Whitley 1816 246 248 396 83 5.0k
M. Anthony Wong 2129 740 965 519 17 8.6k
Weidong Ma 1456 429 494 275 43 5.8k

All Works

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Rankless by CCL
2026