1985 | | | **Recursiveness of the Enumerating Functions Increases the Inferrability of Recursively Enumerable Sets** - *R. Freivalds* |

| | | **Inductive inference of almost everywhere correct programs by reliably working strategies** - *Efim B. Kinber and Thomas Zeugmann* |

| | | **Discovering patterns in sequences of events** - *T. G. Dietterich and R. S. Michalski* |

| | | **The Logic of Learning: a Basis for Pattern Recognition and for Improvement of Performance** - *R. B. Banerji* |

| | | **Probabilistic Inductive Inference (Ph.D Thesis)** - *L. Pitt* |

| | | **The Acquisition of Syntatic Knowledge** - *Robert Berwick* |

| | | **Adaptive Signal Processing** - *B. Widrow and S. Stearns* |

| | | **Minimum Description Length Principle** - *J. Rissanen* |

| | | **The Effect of Multiple Knowledge Sources on Learning and Teaching** - *R. Hall, E. Wenger, D. Kibler and P. Langley* |

| | | **Computer Output** - *D. Osherson* |

| | | **A Study of Inductive Inference machines** - *M. Fulk* |

| | | **Realization of boolean functions with a small number of zeros by disjunctive normal forms, and related problems** - *Y. Zhuravlev and Y. Kogan* |

| | | **An adaptive network that constructs and uses an internal model of its world** - *R. S. Sutton and A. G. Barto* |

| | | **Learning Disjunctions of Conjunctions** - *L. G. Valiant* |

| | | **A Learning Algorithm for Boltzmann Machines** - *D. H. Ackley, G. E. Hinton and T. J. Sejnowski* |

| | | **Feature Discovery by Competitive Learning** - *D. E. Rumelhart and D. Zipser* |

| | | **Projection Pursuit** - *Peter J. Huber* |

| January | | **Justified Generalization: Acquiring Procedures from Examples** - *P. M. Andreae* |

| February | | **The Schema Mechanism: A Conception of Constructivist Intelligence** - *G. L. Drescher* |

| June | | **Bayes Decision Methods** - *J. Pearl* |

| | | **Bayesian Networks: A Model of Self-Activated Memory for Evidential Reasoning** - *J. Pearl* |

| July | | **A Method for Managing Evidential Reasoning in a Hierarchical Hypothesis Space** - *J. Gordon and E. H. Shortliffe* |

| | | **Knowledge Growth in an Artificial Animal** - *S. W. Wilson* |

| September | | **On the Hidden Markov Model and Dynamic Time Warping for Speech Recognition - A Unified View** - *B. Juang* |

| | | **How to do with Probabilities What People Say You Can't** - *J. Pearl* |

| | | **Prototype Nonintrusive Appliance Load Monitor** - *G. W. Hart* |

| | | **On Evidential Reasoning In A Hierarchy Of Hypothesis** - *J. Pearl* |

| October | | **Inferring the structure of a Markov chain from its output** - *S. Rudich* |

| November | | **Vector Quantization in Speech Coding** - *J. Makhoul, S. Roucos and H. Gish* |

| December | | **GRAPHOIDS: A Graph-Based Logic for Reasoning about Relevance Relations, or When would x tell you more about y if you already know z** - *J. Pearl and A. Paz* |