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Conceptual complexity and the bias/variance tradeoff
16 references·11 citing·22 second hop
Conceptual complexity and the bias/variance tradeoff (2010)Conceptual complexity and the bias/varian…Principles of Categorization (2024)Principles of CategorizationCognition and Categorization (2024)Cognition and CategorizationSUSTAIN: A Network Model of Category Learning. (2004)SUSTAIN: A Network Model of C…Principles of Categorization (2002)Principles of CategorizationRule-plus-exception model of classification learning. (1994)Rule-plus-exception model of …ALCOVE: An exemplar-based connectionist model of category learning. (1992)ALCOVE: An exemplar-based con…The adaptive nature of human categorization. (1991)The adaptive nature of human …Toward a Universal Law of Generalization for Psychological Science (1987)Toward a Universal Law of Gen…Attention, similarity, and the identification-categorization relationship. (1986)Attention, similarity, and th…Categories and Concepts (1981)Categories and ConceptsCognition and Categorization (1979)Cognition and CategorizationContext theory of classification learning. (1978)Context theory of classificat…Family resemblances: Studies in the internal structure of categories (1975)Family resemblances: Studies …On the genesis of abstract ideas. (1968)On the genesis of abstract id…Handbook of mathematical psychology: I. (1963)Handbook of mathematical psyc…Handbook Of Mathematical Psychology (1963)Handbook Of Mathematical Psyc…A Comparison of Bias Mitigation Techniques for Educational Classification Tasks Using Supervised Machine Learning (2024)A Comparison of Bias Mitigati…Starting the Conversation Around the Ethical Use of Artificial Intelligence in Applied Behavior Analysis (2023)Starting the Conversation Aro…Measuring Latent Trust Patterns in Large Language Models in the Context of Human-AI Teaming (2023)Measuring Latent Trust Patter…The interaction between task goals and the representation of choice options in decision-making (2017)The interaction between task …Categorization: The View from Animal Cognition (2016)Categorization: The View from…Prototypes, exemplars, and the natural history of categorization (2013)Prototypes, exemplars, and th…Beyond fictitious play beliefs: Incorporating pattern recognition and similarity matching (2013)Beyond fictitious play belief…MODELING UNCERTAINTY IN THE CONTEXT OF FINITE ELEMENT MODELS WITH DISTANCE-BASED INTERPOLATION (2012)MODELING UNCERTAINTY IN THE C…Does Cognitive Science Need Kernels? (2009)Does Cognitive Science Need K…Generalization and similarity in exemplar models of categorization: Insights from machine learning (2008)Generalization and similarity…Categorization as nonparametric Bayesian density estimation (2008)Categorization as nonparametr…Thought and language (1962)Fuzzy sets (1965)Cognitive representations of semantic categories. (1975)Basic objects in natural categories (1976)Availability: A heuristic for judging frequency and probability (1973)Features of similarity. (1977)The role of theories in conceptual coherence. (1985)Norm theory: Comparing reality to its alternatives. (1986)A Continuum of Impression Formation, from Category-Based to Individuating Processes: Influences of Information and Motivation on Attention and Interpretation (1990)Theory and Methods of Scaling (1958)The Career of Metaphor. (2005)Philosophiae naturalis principia mathematica (1687)Respects for similarity. (1993)Party Policy in Modern Democracies (2006)Simultaneous conjoint measurement: A new type of fundamental measurement (1964)Attachment styles among young adults: A test of a four-category model. (1991)Culture and the Self: Implications for Cognition, Emotion, and Motivation (1991)Building Better Causal Theories: A Fuzzy Set Approach to Typologies in Organization Research (2011)Social Psychology of Intergroup Relations (1982)Analogical problem solving (1980)Culture and Cognition (1997)Cognitive Linguistics (2004)
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References

  • 1975Family resemblances: Studies in the internal structure of categories5,932 cited
  • 1979Cognition and Categorization5,264 cited
  • 2002Principles of Categorization3,953 cited
  • 2024Principles of Categorization3,850 cited
  • 1978Context theory of classification learning.3,060 cited
  • 2024Cognition and Categorization2,829 cited
  • 1986Attention, similarity, and the identification-categorization relationship.2,767 cited
  • 1981Categories and Concepts2,651 cited
  • 1987Toward a Universal Law of Generalization for Psychological Science2,405 cited
  • 1963Handbook of mathematical psychology: I.1,987 cited
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  • 1992ALCOVE: An exemplar-based connectionist model of category learning.1,582 cited
  • 1991The adaptive nature of human categorization.1,068 cited
  • 1994Rule-plus-exception model of classification learning.789 cited
  • 2004SUSTAIN: A Network Model of Category Learning.778 cited

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Cited by

  • 2008Generalization and similarity in exemplar models of categorization: Insights from machine learning72 cited
  • 2009Does Cognitive Science Need Kernels?63 cited
  • 2013Prototypes, exemplars, and the natural history of categorization52 cited
  • 2008Categorization as nonparametric Bayesian density estimation42 cited
  • 2016Categorization: The View from Animal Cognition42 cited
  • 2023Starting the Conversation Around the Ethical Use of Artificial Intelligence in Applied Behavior Analysis19 cited
  • 2013Beyond fictitious play beliefs: Incorporating pattern recognition and similarity matching17 cited
  • 2024A Comparison of Bias Mitigation Techniques for Educational Classification Tasks Using Supervised Machine Learning16 cited
  • 2012MODELING UNCERTAINTY IN THE CONTEXT OF FINITE ELEMENT MODELS WITH DISTANCE-BASED INTERPOLATION8 cited
  • 2023Measuring Latent Trust Patterns in Large Language Models in the Context of Human-AI Teaming4 cited
  • 2017The interaction between task goals and the representation of choice options in decision-making1 cited