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Geoffrey Holmes

Active 1911–2025

107
Papers
36,780
Citations
51
h-index
72
i10-index

Citations

Citations per year for Geoffrey Holmes1967: 1 citations1968: 1 citations1973: 1 citations1974: 2 citations1976: 2 citations1977: 2 citations1978: 3 citations1979: 1 citations1980: 3 citations1981: 1 citations1982: 1 citations1983: 4 citations1984: 5 citations1985: 6 citations1986: 5 citations1987: 5 citations1988: 12 citations1989: 3 citations1990: 9 citations1991: 12 citations1992: 12 citations1993: 6 citations1994: 16 citations1995: 16 citations1996: 24 citations1997: 9 citations1998: 16 citations1999: 23 citations2000: 24 citations2001: 34 citations2002: 39 citations2003: 55 citations2004: 60 citations2005: 83 citations2006: 112 citations2007: 125 citations2008: 232 citations2009: 252 citations2010: 586 citations2011: 1,103 citations2012: 1,365 citations2013: 1,594 citations2014: 1,872 citations2015: 2,010 citations2016: 1,904 citations2017: 1,568 citations2018: 1,470 citations2019: 1,506 citations2020: 1,333 citations2021: 1,063 citations2022: 673 citations2023: 495 citations2024: 418 citations2025: 287 citations2026: 56 citations1969–1972: no citations, so these years are not shown1975: no citations, so this year is not shown

Citation sources

Countries

World map of the countries and regions citing this authorUnited States: 4,433 citing papers, 17.7% of this breakdownChina: 1,824 citing papers, 7.3% of this breakdownUnited Kingdom: 1,588 citing papers, 6.3% of this breakdownGermany: 1,322 citing papers, 5.3% of this breakdownSpain: 1,190 citing papers, 4.7% of this breakdownIndia: 1,040 citing papers, 4.1% of this breakdownCanada: 998 citing papers, 4% of this breakdownItaly: 931 citing papers, 3.7% of this breakdownAustralia: 863 citing papers, 3.4% of this breakdownBrazil: 836 citing papers, 3.3% of this breakdownFrance: 660 citing papers, 2.6% of this breakdownNetherlands: 431 citing papers, 1.7% of this breakdown
0%17.7%Other 35.9%

Institutions

Fields

  • Computer Science62.9%
  • Medicine8.8%
  • Biochemistry, Genetics and Molecular Biology7.3%
  • Engineering4.7%
  • Psychology2.5%
  • Social Sciences2.2%
  • Other11.6%

Topics

  • Machine Learning and Data Classification3%
  • Data Stream Mining Techniques2.8%
  • Text and Document Classification Technologies2.5%
  • Topic Modeling2.4%
  • Anomaly Detection Techniques and Applications2.1%
  • Network Security and Intrusion Detection2%
  • Other85.2%

Coauthors

All papers

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  1. The WEKA data mining software: an update

    Authors: Mark Hall, Eibe Frank, Geoffrey Holmes, Bernhard Pfahringer, Peter Reutemann, Ian H. Witten - ACM SIGKDD Explorations Newsletter 2009 cited by 17,849

  2. Machine Learning for Data Streams

    Authors: Albert Bifet, Ricard Gavaldà, Geoffrey Holmes, Bernhard Pfahringer - The MIT Press eBooks 2018 cited by 221

  3. Classifier Chains for Multi-label Classification

    Authors: Jesse Read, Bernhard Pfahringer, Geoffrey Holmes, Eibe Frank - Lecture notes in computer science, ECML/PKDD (2) 2009 cited by 2,273

  4. Leveraging Bagging for Evolving Data Streams

    Authors: Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer - Lecture notes in computer science, ECML/PKDD (1) 2010 cited by 373

  5. Active Learning With Drifting Streaming Data

    Authors: Indre Zliobaite, Albert Bifet, Bernhard Pfahringer, Geoffrey Holmes - IEEE Transactions on Neural Networks and Learning Systems, IEEE Trans. Neural Networks Learn. Syst. 2013 cited by 381

  6. New ensemble methods for evolving data streams

    Authors: Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Ricard Gavaldà - SIGKDD international conference on Knowledge discovery and data mining 2009 cited by 564

  7. Multi-label Classification Using Ensembles of Pruned Sets

    Authors: Jesse Read, Bernhard Pfahringer, Geoffrey Holmes - Eighth IEEE International Conference on Data Mining, ICDM 2008 cited by 429

  8. Machine Learning for Data Streams: With Practical Examples in Moa

    Authors: Albert Bifet, Ricard Gavaldà, Geoffrey Holmes, Bernhard Pfahringer - 2018 cited by 180

  9. Multinomial Naive Bayes for Text Categorization Revisited

    Authors: Ashraf M. Kibriya, Eibe Frank, Bernhard Pfahringer, Geoffrey Holmes - Lecture notes in computer science, Australian Conference on Artificial Intelligence 2004 cited by 426

  10. Weka-A Machine Learning Workbench for Data Mining

    Authors: Eibe Frank, Mark Hall, Geoffrey Holmes, Richard Kirkby, Bernhard Pfahringer, Ian H. Witten, Len Trigg - Data Mining and Knowledge Discovery Handbook 2009 cited by 467

  11. Benchmarking Attribute Selection Techniques for Discrete Class Data Mining

    Authors: Mark A. Hall, Geoffrey Holmes - IEEE Transactions on Knowledge and Data Engineering, IEEE Trans. Knowl. Data Eng. 2003 cited by 1,231

  12. Interactive machine learning: letting users build classifiers

    Authors: Malcolm Ware, Eibe Frank, Geoffrey Holmes, Mark Hall, Ian H. Witten - International Journal of Human-Computer Studies, Int. J. Hum. Comput. Stud. 2001 cited by 211

  13. A Process for Capturing CO2 from the Atmosphere

    Authors: David W. Keith, Geoffrey Holmes, David St. Angelo, Kenton Heidel - Joule 2018 cited by 1,791

  14. Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis

    Authors: Jakob Elming, Dirk Hovy, Barbara Plank, Enrique Amig, Adolfo Corujo, Julio Gonzalo, Edgar Meij, Maarten De, Jorge Carrillo De Albornoz, Irina Chugur, Tamara Martn, Lingjia Deng, Janyce Wiebe, Manfred Klenner, Michael Amsler, Nora Hollenstein, Josef Steinberger, Tom Brychcn, Michal Konkol, Saif Mohammad, Xiaodan Zhu, Joel Martin, Michal Ptaszynski, Fumito Masui, Rafal Rzepka, Kenji Araki, Yoon Kim, Owen Zhang, Tatiana Gasanova, Roman Sergienko, Shakhnaz Akhmedova, Eugene Semenkin, Wolfgang Minker, Hugo Hammer, Erik Solberg, Lilja vrelid, Lu Wang, Claire Cardie, Yoonjung Choi, Siavash Kazemian, Shunan Zhao, Gerald Penn, Pranav Anand, Kevin Reschke, Ron Artstein, Massimo Poesio, Jordan Boyd, -Graber, Philip Resnik, Pi-Chuan Chang, Huihsin Tseng, Dan Jurafsky, Christopher Manning, Yejin Choi, Claire Cardie, Lingjia Deng, Janyce Wiebe, Lingjia Deng, Yoonjung Choi, Janyce Wiebe, Song Feng, Jun Sak Kang, Polina Kuznetsova, Yejin Choi, Amit Goyal, Ellen Riloff, Hal Daum, Iii, Richard Johansson, Alessandro Moschitti, Mikhail Kozhevnikov, Ivan Titov, Lun-Wei Ku, Hsin-Hsi Chen, Jun Li, Maosong Sun, Stefano Baccianella, Andrea Esuli, Fabrizio Sebastiani, A Ferraresi, E Zanchetta, M Baroni, S Bernardini, Simon Clematide, Manfred Klenner, Andrea Esuli, Fabrizio Sebastiani, Eibe Frank, Mark Hall, Geoffrey Holmes, Richard Kirkby, Bernhard Pfahringer, Ian Witten, Len Trigg, Vasileios Hatzivassiloglou, Kathleen Mckeown, Sheng Huang, Zhendong Niu, Chongyang Shi, Hiroshi Kanayama and 904 more - 2014 cited by 131

  15. Serum anti-tissue transglutaminase IgA and prediction of duodenal villous atrophy in adults with suspected coeliac disease without IgA deficiency (Bi.A.CeD): a multicentre, prospective cohort study

    Authors: Carolina Ciacci, Julio C. Bai, Geoffrey Holmes, Abdulbaqi Al–Toma, Federico Biagi, Antonio Carroccio, Rachele Ciccocioppo, Antonio Di Sabatino, Rachel Gingold‐Belfer, Mariana Jinga, Govind Makharia, Sonia I. Niveloni, Gary L. Norman, Kamran Rostami, David S. Sanders, Edgardo Smecuol, Vincenzo Villanacci, Santiago Vivas, Fabiana Zingone, Daniel Vasile Balaban, P. Borgheresi, Pierpaolo Cavallo, Anna D’Odorico, Paola Iovino, Marco Vincenzo Lenti, Pasquale Mansueto, Ilaria Marsilio, Alina Popp, Vardit Shay, Martien van Wenum, Giovanni Zanoni - ˜The œLancet. Gastroenterology & hepatology 2023 cited by 59

  16. Sampling Permutations for Shapley Value Estimation

    Authors: Rory Mitchell, Joshua Cooper, Eibe Frank, Geoffrey Holmes - J. Mach. Learn. Res. 2022 cited by 30

  17. WEKA: a machine learning workbench

    Authors: Geoffrey Holmes, A. Donkin, Ian H. Witten - ANZIIS '94 - Australian New Zealnd Intelligent Information Systems Conference, Proceedings of ANZIIS '94 - Australian New Zealnd Intelligent Information Systems Conference 2002 cited by 936

  18. The online performance estimation framework: heterogeneous ensemble learning for data streams

    Authors: Jan N. van Rijn, Geoffrey Holmes, Bernhard Pfahringer, Joaquin Vanschoren - Machine Learning, Mach. Learn. 2017 cited by 131

  19. A genome-wide association study for celiac disease identifies risk variants in the region harboring IL2 and IL21

    Authors: David A. van Heel, Lude Franke, Karen A. Hunt, Rhian Gwilliam, Alexandra Zhernakova, Mike Inouye, Martin C. Wapenaar, Martin Barnardo, Graeme Bethel, Geoffrey Holmes, C. Feighery, Derek P. Jewell, Dermot Kelleher, Parveen Kumar, Simon Travis, Julian R.F. Walters, David S. Sanders, P D Howdle, Jill Swift, Raymond J. Playford, William McLaren, M. Luisa Mearin, Chris J. Mulder, Ross McManus, Ralph McGinnis, Lon R. Cardon, Panos Deloukas, Cisca Wijmenga - Nature Genetics 2007 cited by 672

  20. Newly identified genetic risk variants for celiac disease related to the immune response

    Authors: Karen A. Hunt, Alexandra Zhernakova, Graham Turner, Graham Heap, Lude Franke, Marcel Bruinenberg, Jihane Romanos, Lotte C. Dinesen, Anthony W. Ryan, Davinder Panesar, Rhian Gwilliam, Fumihiko Takeuchi, William McLaren, Geoffrey Holmes, P D Howdle, Julian R.F. Walters, David S. Sanders, Raymond J. Playford, Gosia Trynka, Chris J. Mulder, M. Luisa Mearin, Wieke H.M. Verbeek, Valerie Trimble, Fiona Stevens, Colm O’Morain, Nicholas Kennedy, Dermot Kelleher, Daniel J. Pennington, David P. Strachan, Wendy L. McArdle, Charles A. Mein, Martin C. Wapenaar, Panos Deloukas, Ralph McGinnis, Ross McManus, Cisca Wijmenga, David A. van Heel - Nature Genetics 2008 cited by 690

  21. Stress-Testing Hoeffding Trees

    Authors: Geoffrey Holmes, Richard Kirkby, Bernhard Pfahringer - Lecture notes in computer science, PKDD 2005 cited by 51

  22. Data mining in bioinformatics using Weka

    Authors: Eibe Frank, Mark Hall, Leonard E. Trigg, Geoffrey Holmes, Ian H. Witten - Bioinformatics, Bioinform. 2004 cited by 903

  23. Using Model Trees for Classification

    Authors: Eibe Frank, Yong Wang, Stuart Inglis, Geoffrey Holmes, Ian H. Witten - Machine Learning, Mach. Learn. 1997 cited by 376

  24. Malignancy in coeliac disease-effect of a gluten free diet.

    Authors: Geoffrey Holmes, P Prior, M. R. Lane, Debbie Pope, R N Allan - Gut 1989 cited by 979