Using genetic programming to discover nonlinear variable interactions

Behavior Research Methods, Instruments, and Computers

Volumn 35, Issue 2, 2003, Pages 202-216

  Westbury, Chris ^a   Buchanan, Lori ^b   Sanderson, Michael ^a   Rhemtulla, Mijke ^a   Phillips, Leah ^a  

^a UNIVERSITY OF ALBERTA   (Canada)

^b UNIVERSITY OF WINDSOR   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ARTICLE; ARTIFICIAL INTELLIGENCE; BIOLOGICAL MODEL; DECISION MAKING; EVOLUTION; GENETIC SELECTION; HUMAN; LANGUAGE; METHODOLOGY; MULTIVARIATE ANALYSIS; NONLINEAR SYSTEM; PSYCHOLOGICAL MODEL; PSYCHOLOGY; RESEARCH;

ADULT; ARTIFICIAL INTELLIGENCE; DECISION MAKING; EVOLUTION; HUMANS; LANGUAGE; MODELS, GENETIC; MODELS, PSYCHOLOGICAL; MULTIVARIATE ANALYSIS; NONLINEAR DYNAMICS; PSYCHOLOGY; RESEARCH; SELECTION (GENETICS);

EID: 0041977059     PISSN: 07433808     EISSN: None     Source Type: Journal    
DOI: 10.3758/BF03202543     Document Type: Conference Paper

References (24)

1. ANDREWS, S. (1992). Frequency and neighborhood effects on lexical access: Lexical similarity or orthographic redundancy? Journal of Experimental Psychology: Learning, Memory, & Cognition, 18, 234-254.
2. ANDREWS, S. (1997). The effect of orthographic similarity on lexical retrieval: Resolving neighborhood conflicts. Psychonomic Bulletin & Review, 4, 439-461.
3. BALOTA, D. A., CORTESE, M. J., & PILOTTI, M. (1999). Item-level analyses of lexical decision performance: Results from a mega-study. Abstracts of the Psychonomic Society, 4, 44.
4. BUCHANAN, L. & WESTBURY, C. (2000). Wordmine database: Probabilistic values for all four to seven letter words in the English language [on line]. Retrieved February 24, 2003, from http://www.wordmine.org.
5. CARNAP, R. (1936). Testability and meaning: Pts. I-III. Philosophy of Science, 3, 419-471.
6. COLTHEART, M., DAVELAAR, E., JONASSON, J. T., & BESNER, D. (1977). Access to the internal lexicon. In S. Domic (Ed.), Attention and performance VI (pp. 535-555). Hillsdale, NJ: Erlbaum.
7. HAYS, W. (1994). Statistics (5th ed.). New York: Harcourt Brace.
8. HOLLAND, J. (1992). Adaptation in natural and artificial systems: An introductory analysis with applications to biology, control, and artiflcial intelligence. Cambridge, MA: MIT Press.
9. HULL, C. L. (1943). Principles of behavior. New York: Appleton-Century.
10. KOZA, J. (1992). Genetic programming: On the programming of computers by means of natural selection. Cambridge, MA: MIT Press.
11. LANDAUER, T. K., & DUMAIS, S. T. (1997). A solution to Plato's problem: The latent semantic analysis theory of the acquisition, induction, and representation of knowledge. Psychological Review, 104, 211-240.
12. MEEHL, P. (1977). Construct validity in psychological tests. In P. Meehl (Ed.), Psychodiagnosis: Selected papers (pp. 3-31). New York: Norton.
13. MEEHL, P., & MACCORQUODALE, K. (1991.) On a distinction between hypothetical constructs and intervening variables. In C. Anderson & K. Gunderson (Eds.), Paul E. Meehl: Selected philosophical and methodological papers (pp. 249-263). Minneapolis: University of Minnesota Press.
14. REICHENBACH, H. (1938). Experience and prediction. Chicago: University of Chicago Press.
15. SEARS, C. R., HINO, Y., & LUPKER, S. J. (1995). Neighborhood size and neighborhood frequency effects in visual word recognition. Journal of Experimental Psychology: Human Perception & Performance, 21, 876-900.
16. SPIELER, D. H., & BALOTA, D. A. (1997). Bringing computational models of word naming down to the item level. Psychological Science, 8, 411-416.
17. STONE, M. (1974). Cross-validation choice and assessment of statistical predictions. Journal of the Royal Statistical Society, 36B, 111-147.
18. TOLMAN, E. C. (1938). The determiners of behavior at a choice point. Psychological Review, 45, 1-41.
19. TREIMAN, R., MULLENNIX, J., BIJELJAC-BABIC, R., & RICHMOND-WELTY, E. D. (1995). The special role of rimes in the description, use, and acquisition of English orthography. Journal of Experimental Psychology: General, 124, 107-136.
20. TURING, A. M. (1936). On computable numbers, with an application to the Entscheidungsproblem. Proceedings of the London Mathematical Society, 2(42), 230-265.
21. VAIHINGER, H. (1935). The philosophy of "as if": A system of the theoretical, practical, and religious fictions of mankind (2nd ed.). London: Lund Humphries.
22. VAN ORDEN, G. C., HOLDEN, J. G., & TURVEY, M. T. (in press). Self-organization of cognitive performance. Journal of Experimental Psychology: General.
23. WESTBURY, C., & BUCHANAN, L. (2001, November). Interactions between orthographic and phonological neighborhood. Poster presented at the 42nd Annual Meeting of the Psychonomic Society, Orlando, FL.
24. WOLFRAM, S. (2002). A new kind of science. Champaign, IL: Wolfram Media.