| # | Title | Journal | Year | Citations |
|---|
| 1 | Determining optical flow | Artificial Intelligence | 1981 | 9,134 |
| 2 | Wrappers for feature subset selection | Artificial Intelligence | 1997 | 6,993 |
| 3 | Intelligence without representation | Artificial Intelligence | 1991 | 3,617 |
| 4 | A logic for default reasoning | Artificial Intelligence | 1980 | 3,027 |
| 5 | Strips: A new approach to the application of theorem proving to problem solving | Artificial Intelligence | 1971 | 2,880 |
| 6 | On the acceptability of arguments and its fundamental role in nonmonotonic reasoning, logic programming and n-person games | Artificial Intelligence | 1995 | 2,762 |
| 7 | Selection of relevant features and examples in machine learning | Artificial Intelligence | 1997 | 2,536 |
| 8 | Planning and acting in partially observable stochastic domains | Artificial Intelligence | 1998 | 2,414 |
| 9 | A theory of diagnosis from first principles | Artificial Intelligence | 1987 | 2,180 |
| 10 | Solving the multiple instance problem with axis-parallel rectangles | Artificial Intelligence | 1997 | 2,043 |
| 11 | Rete: A fast algorithm for the many pattern/many object pattern match problem | Artificial Intelligence | 1982 | 1,950 |
| 12 | Explanation in artificial intelligence: Insights from the social sciences | Artificial Intelligence | 2019 | 1,938 |
| 13 | Towards a general theory of action and time | Artificial Intelligence | 1984 | 1,852 |
| 14 | The knowledge level | Artificial Intelligence | 1982 | 1,817 |
| 15 | The structure of ill structured problems | Artificial Intelligence | 1973 | 1,767 |
| 16 | The transferable belief model | Artificial Intelligence | 1994 | 1,742 |
| 17 | Consistency in networks of relations | Artificial Intelligence | 1977 | 1,730 |
| 18 | SOAR: An architecture for general intelligence | Artificial Intelligence | 1987 | 1,715 |
| 19 | Ensembling neural networks: Many could be better than all | Artificial Intelligence | 2002 | 1,622 |
| 20 | Fusion, propagation, and structuring in belief networks | Artificial Intelligence | 1986 | 1,580 |
| 21 | Between MDPs and semi-MDPs: A framework for temporal abstraction in reinforcement learning | Artificial Intelligence | 1999 | 1,532 |
| 22 | Circumscription—A form of non-monotonic reasoning | Artificial Intelligence | 1980 | 1,512 |
| 23 | Qualitative process theory | Artificial Intelligence | 1984 | 1,417 |
| 24 | Diagnosing multiple faults | Artificial Intelligence | 1987 | 1,413 |
| 25 | An assumption-based TMS | Artificial Intelligence | 1986 | 1,386 |
| 26 | A truth maintenance system | Artificial Intelligence | 1979 | 1,384 |
| 27 | Agent-oriented programming | Artificial Intelligence | 1993 | 1,374 |
| 28 | The computational complexity of probabilistic inference using bayesian belief networks | Artificial Intelligence | 1990 | 1,367 |
| 29 | Robust Monte Carlo localization for mobile robots | Artificial Intelligence | 2001 | 1,359 |
| 30 | Intention is choice with commitment | Artificial Intelligence | 1990 | 1,261 |
| 31 | Nonmonotonic reasoning, preferential models and cumulative logics | Artificial Intelligence | 1990 | 1,258 |
| 32 | Temporal constraint networks | Artificial Intelligence | 1991 | 1,208 |
| 33 | Three-dimensional object recognition from single two-dimensional images | Artificial Intelligence | 1987 | 1,188 |
| 34 | On agent-based software engineering | Artificial Intelligence | 2000 | 1,173 |
| 35 | Depth-first iterative-deepening | Artificial Intelligence | 1985 | 1,139 |
| 36 | Qualitative simulation | Artificial Intelligence | 1986 | 1,109 |
| 37 | Generalization as search | Artificial Intelligence | 1982 | 1,104 |
| 38 | A qualitative physics based on confluences | Artificial Intelligence | 1984 | 1,103 |
| 39 | The structure-mapping engine: Algorithm and examples | Artificial Intelligence | 1989 | 1,095 |
| 40 | Connectionist learning procedures | Artificial Intelligence | 1989 | 1,070 |
| 41 | A robust technique for matching two uncalibrated images through the recovery of the unknown epipolar geometry | Artificial Intelligence | 1995 | 1,047 |
| 42 | Animate vision | Artificial Intelligence | 1991 | 1,011 |
| 43 | Modeling visual attention via selective tuning | Artificial Intelligence | 1995 | 1,006 |
| 44 | Negotiation as a metaphor for distributed problem solving | Artificial Intelligence | 1983 | 996 |
| 45 | BabelNet: The automatic construction, evaluation and application of a wide-coverage multilingual semantic network | Artificial Intelligence | 2012 | 951 |
| 46 | Probabilistic logic | Artificial Intelligence | 1986 | 944 |
| 47 | Embodied Cognition: A field guide | Artificial Intelligence | 2003 | 906 |
| 48 | A blackboard architecture for control | Artificial Intelligence | 1985 | 905 |
| 49 | Viewing control structures as patterns of passing messages | Artificial Intelligence | 1977 | 892 |
| 50 | Fast planning through planning graph analysis | Artificial Intelligence | 1997 | 892 |
