| 1971 | A Heuristic Programming Study of Theory Formation in Science. Bruce G. Buchanan, Edward A. Feigenbaum, Joshua Lederberg |
| 1971 | A Language Based Problem-Solver. S. Ramani |
| 1971 | A Method of Pattern Recognition Using Rewriting Rules. Akira Kurematsu, Manabu Takeda, Seiichi Inoue |
| 1971 | A Model for Functional Reasoning in Design. Peter Freeman, Allen Newell |
| 1971 | A Net Structure for Semantic Information Storage, Deduction and Retrieval. Stuart C. Shapiro |
| 1971 | A Nonparametric Valley-Seeking Technique for Cluster Analysis. Warren L. G. Koontz, Keinosuke Fukunaga |
| 1971 | A Paradigm for Reasoning by Analogy. Rob Kling |
| 1971 | A Programming Tool for Management of a Predicate-Calculus-Oriented Data Base. Erik Sandewall |
| 1971 | A Study in Descriptive Representation of Pictorial Data. Oscar Firschein, Martin A. Fischler |
| 1971 | An Accommodating Edge Follower. Karl K. Pingle, Jay M. Tenenbaum |
| 1971 | An Algebraic Definition of Simulation Between Programs. Robin Milner |
| 1971 | An Associative Memory for Auditory Recall. Richard J. Reid |
| 1971 | An Intelligent Robot with Cognition and Decision-Making Ability. Masakazu Ejiri, Takeshi Uno, Haruo Yoda, Tatsuo Goto, Kiyoo Takeyasu |
| 1971 | Application of Questionnaire Theory to Pattern Recognition. J. C. Simon, C. Roche |
| 1971 | Aspects of the Detection of Scene Congruence. Martin A. Fischler |
| 1971 | Augmented Transition Networks as Psychological Models of Sentence Comprehension. Ronald M. Kaplan |
| 1971 | Branch-and-Bound and Beyond. Patrick A. V. Hall |
| 1971 | Challenge to Artificial Intelligence: Programming Problems to be Solved. Jean E. Sammet |
| 1971 | Changes in Representation which Preserve Strategies in Games. Ranan B. Banerji, George W. Ernst |
| 1971 | Collective Behaviour of Automata and the Problems of Stable Local Control of a Large-scale System. Vadim L. Stefanuk |
| 1971 | Computer Perception of Complex Patterns. Edward L. Morofsky, Andrew K. C. Wong |
| 1971 | Computer Proofs of Limit Theorems. W. W. Bledsoe, Robert S. Boyer, William H. Henneman |
| 1971 | Conjectures on the Perception of Elongation. Edward S. Deutsch |
| 1971 | Derived Semantics for Some Programming Language Constructs. Peter Henderson |
| 1971 | Experiments with a Natural Language Problem-Solving System. Jack P. Gelb |
| 1971 | Extraction of the Line Drawings of 3-Dimensional Objects by Sequential Illumination From Several Directions. Yoshiaki Shirai, Saburo Tsuji |
| 1971 | Finding the Conceptual Content and Intention in an Utterance in Natural Language Conversation. Roger C. Schank |
| 1971 | Fuzzy Logic and the Resolution Principle. Richard C. T. Lee |
| 1971 | Grid Coding: A Preprocessing Technique for Robot and Machine Vision. Peter M. Will, Keith S. Pennington |
| 1971 | Heuristic Algorithms for Automated Space Planning. Charles M. Eastman |
| 1971 | Heuristic Search vs. Exhaustive Search. Laurent Siklóssy, Vesko Marinov |
| 1971 | Hypothesis of Simplicity in Pattern Recognition. N. G. Zagoruyko, K. F. Samokhvalov |
| 1971 | Improvement of Marko's Model Toward the Inter-Locutional Communication Theory. Hideo Seki |
| 1971 | Information Processing Using a Model of Associative Memory. Kaoru Nakano, Jin-ichi Nagumo |
| 1971 | Interactions Between Philosophy and Artificial Intelligence: The Role of Intuition and Non-Logical Reasoning in Intelligence. Aaron Sloman |
| 1971 | Kernel Equivalence of Programs and Proving Kernel Equivalence and Correctness by Test Cases. Terrence W. Pratt |
| 1971 | Large Systems and their Regular Expressions: An Approach to Pattern Recognition. David C. Rine |
| 1971 | Mathematical Models for Automatic Line Detection. Arnold K. Griffith |
| 1971 | On Defining the Intelligence of Behaviour and Machines. P. H. Millar |
| 1971 | On the Classification of Patterns by the Karhunen-Loeve Orthogonal System Without Supervisor. Shingo Tomita, Shoichi Noguchi |
| 1971 | On the Problems of Time, Retrieval of Temporal Relations, Causality, and Co-Existence. Nicholas V. Findler, David Chen |
| 1971 | One System for Simulation of Pattern Recognition Algorithms. V. I. Rybak, Georgy L. Gimel'farb, E. F. Kushner |
| 1971 | Pattern Linguistic Analysis Invariant for Plane Transformations. J. C. Simon, A. Checroun |
| 1971 | Pattern Recognition by Quasi-Linguistic Translation Into Artificial Noise-Resistant Language. A. N. Radchenko |
| 1971 | Pattern Recognition by an Artificial Tactile Sense. Gen-ichiro Kinoshita, Shuhei Aida, Masahiro Mori |
| 1971 | Procedural Embedding of knowledge in Planner. Carl Hewitt |
| 1971 | Proceedings of the 2nd International Joint Conference on Artificial Intelligence. London, UK, September 1-3, 1971. D. C. Cooper |
| 1971 | Program and Protocol Analysis on a Mental Imagery Task. George W. Baylor |
| 1971 | Protocol Analysis as a Task for Artificial Intelligence. Donald A. Waterman, Allen Newell |
| 1971 | Recognition of Hand-Printed Numerals Reduced to Graph-Representable Form. A. H. Watt, R. L. Beurle |
| 1971 | Recognition of polyhedrons with a range finder. Yoshiaki Shirai, Motoi Suwa |
| 1971 | Reduction of Enumeration in Grammar Acquisition. Stefano Crespi-Reghizzi |
| 1971 | Robot Planning, Execution, and Monitoring in an Uncertain Environment. John H. Munson |
| 1971 | STRIPS: A New Approach to the Application of Theorem Proving to Problem Solving. Richard Fikes, Nils J. Nilsson |
| 1971 | Scene Analysis Based on Imperfect Edge Data. Gilbert Falk |
| 1971 | Solving Problems by Formula Manipulation in Logic and Linear Inequalities. Louis Hodes |
| 1971 | Some Relations Between Predicate Calculus and Semantic Net Representations of Discourse. Robert F. Simmons, Bertram C. Bruce |
| 1971 | System Support for the Stanford Hand-Eye System. Jerome A. Feldman, Robert F. Sproull |
| 1971 | The Evolutionay Process of Randomly Growing Mutated Digital Structures as a Model of Evolution of the First Living Organisms. Konrad R. Fialkowski |
| 1971 | The Model of Human Short-term Memory. I. J. Bereznaya, Rada M. Granovskaya |
| 1971 | The Model of Human Visual Long-Term Memory with Ability for Generalization. Rada M. Granovskaya |
| 1971 | The Use of Vision and Manipulation to Solve the "Instant Insanity" Puzzle. Jerome A. Feldman, Karl K. Pingle, Thomas O. Binford, Gilbert Falk, Alan C. Kay, R. Paul, Robert F. Sproull, Jay M. Tenenbaum |
| 1971 | Training for Extremum Determination of Function of Variables Measured in Names Scale. G. S. Lbov |
| 1971 | Trajectory Control of a Computer Arm. Richard Paul |
| 1971 | Transformations and Somatotopy in Perceiving Systems. Michael A. Arbib |
| 1971 | Visual Detection of Noisy Patterns. Robert M. Hodgson, G. A. Gelade, R. L. Beurle |
| 1971 | Visual-Tactile Symbiotic System for Stereometric Pattern Recognition. Shuhei Aida, Luigi P. Cordella, N. Ivacevic |