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Melanie Mitchell

Active 1990–2026

Also published as
Mélanie Mitchell
107
Papers
19,913
Citations
45
h-index
81
i10-index

Citations

Citations per year for Melanie Mitchell1826: 1 citations1900: 1 citations1956: 1 citations1990: 8 citations1991: 2 citations1992: 13 citations1993: 16 citations1994: 31 citations1995: 37 citations1996: 98 citations1997: 93 citations1998: 150 citations1999: 215 citations2000: 221 citations2001: 216 citations2002: 248 citations2003: 266 citations2004: 267 citations2005: 373 citations2006: 324 citations2007: 449 citations2008: 378 citations2009: 426 citations2010: 391 citations2011: 402 citations2012: 307 citations2013: 335 citations2014: 344 citations2015: 318 citations2016: 291 citations2017: 326 citations2018: 319 citations2019: 398 citations2020: 368 citations2021: 356 citations2022: 238 citations2023: 328 citations2024: 361 citations2025: 324 citations2026: 86 citations1827–1899: no citations, so these years are not shown1901–1955: no citations, so these years are not shown1957–1989: no citations, so these years are not shown

Citation sources

Countries

World map of the countries and regions citing this authorUnited States: 1,927 citing papers, 19.4% of this breakdownUnited Kingdom: 974 citing papers, 9.8% of this breakdownChina: 657 citing papers, 6.6% of this breakdownGermany: 403 citing papers, 4% of this breakdownCanada: 361 citing papers, 3.6% of this breakdownIndia: 359 citing papers, 3.6% of this breakdownItaly: 344 citing papers, 3.5% of this breakdownBrazil: 331 citing papers, 3.3% of this breakdownSpain: 327 citing papers, 3.3% of this breakdownAustralia: 318 citing papers, 3.2% of this breakdownFrance: 284 citing papers, 2.9% of this breakdownJapan: 250 citing papers, 2.5% of this breakdown
0%19.4%Other 34.3%

Institutions

Fields

  • Computer Science57.8%
  • Engineering14.7%
  • Biochemistry, Genetics and Molecular Biology5.3%
  • Social Sciences3.7%
  • Neuroscience2.8%
  • Physics and Astronomy2.4%
  • Other13.3%

Topics

  • Evolutionary Algorithms and Applications7.4%
  • Metaheuristic Optimization Algorithms Research6.5%
  • Advanced Multi-Objective Optimization Algorithms2.8%
  • Cellular Automata and Applications2.3%
  • Neural Networks and Applications1.9%
  • Evolutionary Game Theory and Cooperation1.3%
  • Other77.8%

Coauthors

All papers

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  1. The debate over understanding in AI’s large language models

    Authors: Melanie Mitchell, David C. Krakauer - National Academy of Sciences, Proceedings of the National Academy of Sciences 2023 cited by 294

  2. An introduction to genetic algorithms

    Authors: Melanie Mitchell - The MIT Press eBooks 1996 cited by 11,203

  3. The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain

    Authors: Arsenii Moskvichev, Victor Vikram Odouard, Melanie Mitchell - Trans. Mach. Learn. Res. 2023 cited by 62

  4. Comparing Humans, GPT-4, and GPT-4V On Abstraction and Reasoning Tasks

    Authors: Melanie Mitchell, Alessandro B. Palmarini, Arseny Moskvichev - arXiv (Cornell University), CoRR 2023 cited by 55

  5. Rethink reporting of evaluation results in AI

    Authors: Ryan Burnell, Wout Schellaert, John Burden, Tomer Ullman, Fernando Martínez‐Plumed, Joshua B. Tenenbaum, Danaja Rutar, Lucy G. Cheke, Jascha Sohl‐Dickstein, Melanie Mitchell, Douwe Kiela, Murray Shanahan, Ellen M. Voorhees, Anthony G. Cohn, Joel Z. Leibo, José Hernández‐Orallo - Science 2023 cited by 90

  6. Using Counterfactual Tasks to Evaluate the Generality of Analogical Reasoning in Large Language Models

    Authors: Martha Lewis, Melanie Mitchell - CogSci 2024 cited by 37

  7. Probing the psychology of AI models

    Authors: Richard M. Shiffrin, Melanie Mitchell - National Academy of Sciences, Proceedings of the National Academy of Sciences 2023 cited by 67

  8. Debates on the nature of artificial general intelligence

    Authors: Melanie Mitchell - Science 2024 cited by 65

  9. Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report

    Authors: Michael L. Littman, Ifeoma Ajunwa, Guy Berger, Craig Boutilier, Morgan Currie, Finale Doshi-Velez, Gillian K. Hadfield, Michael C. Horowitz, Charles Isbell, Hiroaki Kitano, Karen Levy, Terah Lyons, Melanie Mitchell, Julie Shah, Steven A. Sloman, Shannon Vallor, Toby Walsh - arXiv (Cornell University), CoRR 2022 cited by 142

  10. How do we know how smart AI systems are?

    Authors: Melanie Mitchell - Science 2023 cited by 72

  11. Evaluating the Robustness of Analogical Reasoning in Large Language Models

    Authors: Martha Lewis, Melanie Mitchell - Trans. Mach. Learn. Res. 2024 cited by 25

  12. Why AI is Harder Than We Think

    Authors: Melanie Mitchell - Genetic and Evolutionary Computation Conference, Proceedings of the Genetic and Evolutionary Computation Conference 2021 cited by 32

  13. Complex systems: Network thinking

    Authors: Melanie Mitchell - Artificial Intelligence, Artif. Intell. 2006 cited by 338

  14. Genetic algorithms: An overview

    Authors: Melanie Mitchell - Complexity, Complex. 1995 cited by 233

  15. Artificial Intelligence: A Guide for Thinking Humans

    Authors: Melanie Mitchell - 2019 cited by 163

  16. Imagining and building wise machines: The centrality of AI metacognition

    Authors: Samuel G. B. Johnson, Amir-Hossein Karimi, Yoshua Bengio, Nick Chater, Tobias Gerstenberg, Kate Larson, Sydney Levine, Melanie Mitchell, Iyad Rahwan, Bernhard Schölkopf, Igor Grossmann - Trends in Cognitive Sciences 2026 cited by 15

  17. AI’s challenge of understanding the world

    Authors: Melanie Mitchell - Science 2023 cited by 34

  18. Artificial Intelligence Hits the Barrier of Meaning

    Authors: Melanie Mitchell - Information, Inf. 2019 cited by 80

  19. Large Language Models and Emergence: A Complex Systems Perspective

    Authors: David C. Krakauer, John W. Krakauer, Melanie Mitchell - Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences 2026 cited by 11

  20. Evolutionary Computation: An Overview

    Authors: Melanie Mitchell, Charles Taylor - Annual Review of Ecology and Systematics 1999 cited by 112

  21. The Turing Test and our shifting conceptions of intelligence

    Authors: Melanie Mitchell - Science 2024 cited by 31

  22. Evaluating Understanding on Conceptual Abstraction Benchmarks

    Authors: Victor Vikram Odouard, Melanie Mitchell - EBeM@IJCAI 2022 cited by 17

  23. Revisiting the Edge of Chaos: Evolving Cellular Automata to Perform Computations

    Authors: Melanie Mitchell, Peter T. Hraber, James P. Crutchfield - Complex Syst. 1993 cited by 399

  24. Can Large Language Models Generalize Analogy Solving Like Children Can?

    Authors: Claire E. Stevenson, Alexandra Pafford, Han L. J. van der Maas, Melanie Mitchell - Transactions of the Association for Computational Linguistics, Trans. Assoc. Comput. Linguistics 2026 cited by 8