Standout Papers

Anomaly detection 1999 2026 2008 2017 4.8k
  1. Anomaly detection (2009)
    Varun Chandola, Arindam Banerjee et al. ACM Computing Surveys
  2. Top 10 algorithms in data mining (2007)
    Xindong Wu, Vipin Kumar et al. Knowledge and Information Systems
  3. Chameleon: hierarchical clustering using dynamic modeling (1999)
    George Karypis, Eui-Hong Han et al. Computer
  4. 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
  5. Trends in big data analytics (2014)
    Karthik Kambatla, Giorgos Kollias et al. Journal of Parallel and Distributed Computing
  6. Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems (2022)
    Jared Willard, Xiaowei Jia et al. ACM Computing Surveys
  7. Spatio-Temporal Data Mining (2018)
    Gowtham Atluri, Anuj Karpatne et al. ACM Computing Surveys

Immediate Impact

1 by Nobel laureates 37 from Science/Nature 66 standout
Sub-graph 1 of 24

Citing Papers

Machine Learning in Polymer Research
2025 Standout
Knowledge-guided machine learning can improve carbon cycle quantification in agroecosystems
2024 Standout
8 intermediate papers

Works of Vipin Kumar being referenced

KGML-ag: a modeling framework of knowledge-guided machine learning to simulate agroecosystems: a case study of estimating N 2 O emission using data from mesocosm experiments
2022
Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems
2022 Standout
and 3 more

Author Peers

Author Last Decade Papers Cites
Vipin Kumar 6962 1219 1890 2583 2145 170 14.9k
Judea Pearl 15314 700 1382 3126 2005 230 34.0k
Nitesh V. Chawla 10685 493 2228 1512 1419 168 22.0k
Jörg Sander 8160 494 1920 2139 3772 67 18.2k
Taghi M. Khoshgoftaar 9095 477 3920 1986 1208 303 23.3k
Hans‐Peter Kriegel 9510 439 2299 2591 4975 105 20.4k
Geoffrey Holmes 7565 413 2644 1516 1692 105 16.5k
Hui Xiong 5811 378 2484 961 1804 404 15.3k
Lior Rokach 4615 330 2237 1196 1371 191 11.2k
David J. Hand 6864 657 2224 732 967 333 19.2k
Alex Smola 9645 809 935 1539 2017 89 25.0k

All Works

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Rankless by CCL
2026