| Signals and Boundaries | John H. Holland | Book | 2012-08-31 |
| Induction | John H. Holland, Keith J. Holyoak, Richard E. Nisbett, Paul Thagard | Book | 1989-03-03 |
| Connectionism and the Philosophy of Psychology | Terence E. Horgan, John Tienson | Book | 1996-05-17 |
| Systems, Experts, and Computers | Agatha C. Hughes, Thomas P. Hughes | Book | 2000-08-07 |
| Cognition in the Wild | Edwin Hutchins | Book | 1995-02-10 |
| Simultaneous Approximations of Polynomials and Derivatives and Their Application... [NECO 20:11] | Yoshifusa Ito | Article | 2008-11-01 |
| On the Convergence of Stochastic Iterative Dynamic Programming Algorithms [NECO 6:6] | Tommi Jaakkola, Michael I. Jordan, Satinder P. Singh | Article | 1994-11-01 |
| Adaptive Mixtures of Local Experts [NECO 3:1] | Robert A. Jacobs, Michael I. Jordan, Steven J. Nowlan, Geoffrey E. Hinton | Article | 1991-03-01 |
| The Crystallizing Substochastic Sequential Machine Extractor: CrySSMEx [NECO 18:9] | Henrik Jacobsson | Article | 2006-09-01 |
| Systems That Learn, Second Edition | Sanjay Jain, Daniel N. Osherson, James S. Royer, Arun Sharma | Book | 1999-02-12 |
| Multitask Visual Learning Using Genetic Programming [EVCO 16:4] | Wojciech Jaśkowski, Krzysztof Krawiec, Bartosz Wieloch | Article | 2008-12-01 |
| Generalizing Smoothness Constraints from Discrete Samples [NECO 2:2] | Chuanyi Ji, Robert R. Snapp, Demetri Psaltis | Article | 1990-06-01 |
| Evolving Visual Routines [ARTL 1:4] | Michael Patrick Johnson, Pattie Maes, Trevor Darrell | Article | 1994-07-01 |
| Computability and Complexity | Neil Deaton Jones | Book | 1997-01-15 |
| Hierarchical Mixtures of Experts and the EM Algorithm [NECO 6:2] | Michael I. Jordan, Robert A. Jacobs | Article | 1994-03-01 |
| Dialogues on Perception | Bela Julesz | Book | 1994-11-17 |
| Learning Curves for Error Minimum and Maximum Likelihood Algorithms [NECO 4:5] | Y. Kabashima, S. Shinomoto | Article | 1992-09-01 |
| Learning a Decision Boundary from Stochastic Examples: Incremental Algorithms wi... [NECO 7:1] | Yoshiyuki Kabashima, Shigeru Shinomoto | Article | 1995-01-01 |
| Dimension Reduction by Local Principal Component Analysis [NECO 9:7] | Nandakishore Kambhatla, Todd K. Leen | Article | 1997-07-01 |
| Information Controller to Maximize and Minimize Information [NECO 9:6] | Ryotaro Kamimura | Article | 1997-08-01 |
| Robust Loss Functions for Boosting [NECO 19:8] | Takafumi Kanamori, Takashi Takenouchi, Shinto Eguchi, Noboru Murata | Article | 2007-08-01 |
| Foundations of Neural Networks, Fuzzy Systems, and Knowledge Engineering | Nikola Kasabov | Book | 1996-10-11 |
| Boosting Method for Local Learning in Statistical Pattern Recognition [NECO 20:11] | Masanori Kawakita, Shinto Eguchi | Article | 2008-11-01 |
| Summarizing Short Stories [COLI 36:1] | Anna Kazantseva, Stan Szpakowicz | Article | 2010-03-01 |
| A Bound on the Error of Cross Validation Using the Approximation and Estimation ... [NECO 9:5] | Michael Kearns | Article | 1997-07-01 |
| Explanation and Cognition | Frank C. Keil, Robert A. Wilson | Book | 2000-06-23 |
| Optimal Network Construction by Minimum Description Length [NECO 5:2] | Gary D. Kendall, Trevor J. Hall | Article | 1993-03-01 |
| Robustness in Multilayer Perceptrons [NECO 5:3] | P. Kerlirzin, F. Vallet | Article | 1993-05-01 |
| Advances in Genetic Programming, Volume 1 | Kenneth E. Kinnear, Jr. | Book | 2015-08-18 |
| Production System Models of Learning and Development | David Klahr, Patrick W. Langley, Robert T. Neches | Book | 1987-01-26 |
| Balancing Act, The | Judith L. Klavans, Philip Resnik | Book | 1996-12-06 |
| From Annotator Agreement to Noise Models [COLI 35:4] | Beata Beigman Klebanov, Eyal Beigman | Article | 2009-12-01 |
| Data-Oriented Parsing [COLI 30:2] | Dan Klein | Article | 2004-06-01 |
| An SMO Algorithm for the Potential Support Vector Machine [NECO 20:1] | Tilman Knebel, Sepp Hochreiter, Klaus Obermayer | Article | 2008-01-01 |
| A Generalized Divergence Measure for Nonnegative Matrix Factorization [NECO 19:3] | Raul Kompass | Article | 2007-03-01 |
| Learning to Generalize from Single Examples in the Dynamic Link Architecture [NECO 5:5] | Wolfgang Konen, Christoph von der Malsburg | Article | 1993-09-01 |
| A Study of Structural and Parametric Learning in XCS [EVCO 14:1] | Tim Kovacs, Manfred Kerber | Article | 2006-03-01 |
| Genetic Programming 1996 | John R. Koza, David E. Goldberg, David B. Fogel, Rick L. Riolo | Book | 1996-07-08 |
| Strategic Negotiation in Multiagent Environments | Sarit Kraus | Book | 2001-09-01 |
| How to Solve the N Bit Encoder Problem with Just Two Hidden Units [NECO 2:4] | Leonid Kruglyak | Article | 1990-12-01 |
| A Convergence Result for Learning in Recurrent Neural Networks [NECO 6:3] | Chung-Ming Kuan, Kurt Hornik, Halbert White | Article | 1994-05-01 |
| Soar Cognitive Architecture, The | John E. Laird | Book | 2012-05-25 |
| Knowledge, Concepts, and Categories | Koen Lamberts, David Shanks | Book | 1997-10-31 |
| Generalization in the XCSF Classifier System: Analysis, Improvement, and Extensi... [EVCO 15:2] | Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg | Article | 2007-06-01 |
| Backpropagation Applied to Handwritten Zip Code Recognition [NECO 1:4] | Y. LeCun, B. Boser, J. S. Denker, D. Henderson, R. E. Howard, W. Hubbard, L. D. Jackel | Article | 1989-12-01 |
| Correction to “Lower Bounds on VC-Dimension of Smoothly Parameterized Function C... [NECO 9:4] | Wee Sun Lee, Peter L. Bartlett, Robert C. Williamson | Article | 1997-05-01 |
| Optimality-Theoretic Syntax | Géraldine Legendre, Jane Grimshaw, Sten Vikner | Book | 2001-04-02 |
| Embodied Music Cognition and Mediation Technology | Marc Leman | Book | 2007-09-18 |
| Children with Specific Language Impairment | Laurence B. Leonard | Book | 1997-09-05 |
| Foundations of Cognitive Psychology | Daniel J. Levitin | Book | 2002-09-09 |
