On the Retino-Cortical Mapping. - Stewart W. Wilson (Int. J. Man Mach. Stud., 1983)

Knowledge Growth in an Artificial Animal. - Stewart W. Wilson (ICGA, 1985)

Adaptive 'Cortical' Pattern Recognition. - Stewart W. Wilson (ICGA, 1985)

The Genetic Algorithm and Simulated Evolution. - Stewart W. Wilson (ALIFE, 1987)

The Genetic Algorithm and Biological Development. - Stewart W. Wilson (ICGA, 1987)

Hierarchical Credit Allocation in a Classifier System. - Stewart W. Wilson (IJCAI, 1987)

Classifier Systems and the Animat Problem. - Stewart W. Wilson (Mach. Learn., 1987)

Bid Competition and Specificity Reconsidered. - Stewart W. Wilson (Complex Syst., 1988)

Rosetta: Toward a Model of Learning Problems. - Stephen J. Smith; Stewart W. Wilson (ICGA, 1989)

A Critical Review of Classifier Systems. - Stewart W. Wilson; David E. Goldberg (ICGA, 1989)

Newboole: A Fast GBML System. - Pierre Bonelli; Alexandre Parodi; Sandip Sen; Stewart W. Wilson (ML, 1990)

GA-Easy Does Not Imply Steepest-Ascent Optimizable. - Stewart W. Wilson (ICGA, 1991)

ZCS: A Zeroth Level Classifier System. - Stewart W. Wilson (Evol. Comput., 1994)

Classifier Fitness Based on Accuracy. - Stewart W. Wilson (Evol. Comput., 1995)

What Is a Learning Classifier System? - John H. Holland; Lashon B. Booker; Marco Colombetti; Marco Dorigo; David E. Goldberg; Stephanie Forrest; Rick L. Riolo; Robert E. Smith 001; Pier Luca Lanzi; Wolfgang Stolzmann; Stewart W. Wilson (Learning Classifier Systems, 1999)

State of XCS Classifier System Research. - Stewart W. Wilson (Learning Classifier Systems, 1999)

Get Real! XCS with Continuous-Valued Inputs. - Stewart W. Wilson (Learning Classifier Systems, 1999)

Mining Oblique Data with XCS. - Stewart W. Wilson (IWLCS, 2000)

Toward Optimal Classifier System Performance in Non-Markov Environments. - Pier Luca Lanzi; Stewart W. Wilson (Evol. Comput., 2000)

An Incremental Multiplexer Problem and Its Uses in Classifier System Research. - Lawrence Davis; Chunsheng Fu; Stewart W. Wilson (IWLCS, 2001)

Compact Rulesets from XCSI. - Stewart W. Wilson (IWLCS, 2001)

Learning classifier systems: New models, successful applications. - John H. Holmes; Pier Luca Lanzi; Wolfgang Stolzmann; Stewart W. Wilson (Inf. Process. Lett., 2002)

Classifiers that approximate functions. - Stewart W. Wilson (Nat. Comput., 2002)

An algorithmic description of XCS. - Martin V. Butz; Stewart W. Wilson (Soft Comput., 2002)

Editorial Introduction - Learning Classifier Systems. - Pier Luca Lanzi; Wolfgang Stolzmann; Stewart W. Wilson (Evol. Comput., 2003)

Mixed Decision Trees: Minimizing Knowledge Representation Bias in LCS. - Xavier Llorà; Stewart W. Wilson (GECCO (2), 2004)

Classifier Systems for Continuous Payoff Environments. - Stewart W. Wilson (GECCO (2), 2004)

Toward a theory of generalization and learning in XCS. - Martin V. Butz; Tim Kovacs; Pier Luca Lanzi; Stewart W. Wilson (IEEE Trans. Evol. Comput., 2004)

XCS with computed prediction for the learning of Boolean functions. - Pier Luca Lanzi; Daniele Loiacono; Stewart W. Wilson; David E. Goldberg (Congress on Evolutionary Computation, 2005)

XCS with computed prediction in continuous multistep environments. - Pier Luca Lanzi; Daniele Loiacono; Stewart W. Wilson; David E. Goldberg (Congress on Evolutionary Computation, 2005)

Extending XCSF beyond linear approximation. - Pier Luca Lanzi; Daniele Loiacono; Stewart W. Wilson; David E. Goldberg (GECCO, 2005)

XCS with computed prediction in multistep environments. - Pier Luca Lanzi; Daniele Loiacono; Stewart W. Wilson; David E. Goldberg (GECCO, 2005)

Three Architectures for Continuous Action. - Stewart W. Wilson (IWLCS, 2005)

Hyper-ellipsoidal conditions in XCS: rotation, linear approximation, and solution structure. - Martin V. Butz; Pier Luca Lanzi; Stewart W. Wilson (GECCO, 2006)

Classifier prediction based on tile coding. - Pier Luca Lanzi; Daniele Loiacono; Stewart W. Wilson; David E. Goldberg (GECCO, 2006)

Prediction update algorithms for XCSF: RLS, Kalman filter, and gain adaptation. - Pier Luca Lanzi; Daniele Loiacono; Stewart W. Wilson; David E. Goldberg (GECCO, 2006)

Using convex hulls to represent classifier conditions. - Pier Luca Lanzi; Stewart W. Wilson (GECCO, 2006)

Classifier Conditions Using Gene Expression Programming. - Stewart W. Wilson (IWLCS, 2007)

Generalization in the XCSF Classifier System: Analysis, Improvement, and Extension. - Pier Luca Lanzi; Daniele Loiacono; Stewart W. Wilson; David E. Goldberg (Evol. Comput., 2007)

Learning classifier systems: a survey. - Olivier Sigaud; Stewart W. Wilson (Soft Comput., 2007)

Function Approximation With XCS: Hyperellipsoidal Conditions, Recursive Least Squares, and Compaction. - Martin V. Butz; Pier Luca Lanzi; Stewart W. Wilson (IEEE Trans. Evol. Comput., 2008)

Coevolution of pattern generators and recognizers. - Stewart W. Wilson (GECCO (Companion), 2009)

Autoencoding with XCSF. - Richard John Preen; Stewart W. Wilson; Larry Bull (CoRR, 2019)

Autoencoding With a Classifier System. - Richard John Preen; Stewart W. Wilson; Larry Bull (IEEE Trans. Evol. Comput., 2021)