| 2000 | AI | Automated Discovery: A Fusion of Multidisciplinary Principles. | Jan M. Zytkow |
| 2000 | ISMIS | Foundations and Discovery of Operational Definitions. | Jan M. Zytkow, Zbigniew W. Ras |
| 1999 | DIS | The Melting Pot of Automated Discovery: Principles for a New Science. | Jan M. Zytkow |
| 1999 | ISMIS | On Discovering Functional Relationships When Observations Are Noisy: 2D Case. | Jan Cwik, Jacek Koronacki, Jan M. Zytkow |
| 1999 | PAKDD | Discovery of Equations and the Shared Operational Semantics in Distributed Autonomous Databases. | Zbigniew W. Ras, Jan M. Zytkow |
| 1997 | ISMIS | Discovering Empirical Equations from Robot-Collected Data. | Kuang-Ming Huang, Jan M. Zytkow |
| 1997 | KDD | Knowledge = Concepts: A Harmful Equation. | Jan M. Zytkow |
| 1996 | AAAI | Incremental Discovery of Hidden Structure: Applications in Theory of Elementary Particles. | Jan M. Zytkow, Paul J. Fischer |
| 1996 | ISMIS | Search for Patterns at Each Scale in Massive Data. | Jan M. Zytkow, Robert Zembowicz |
| 1996 | KDD | Automated Pattern Mining with a Scale Dimension. | Jan M. Zytkow, Robert Zembowicz |
| 1995 | KDD | Discovering Enrollment Knowledge in University Databases. | Arun P. Sanjeev, Jan M. Zytkow |
| 1994 | ISMIS | Concept Hierarchies: A Restricted Form of Knowledge Derived From Regularities. | Molly Troxel, Kim Swarm, Jan M. Zytkow |
| 1994 | KDD | Machine Discovery Terminology. | Willi Klsgen, Jan M. Zytkow |
| 1994 | KDD | From Law-Like Knowledge to Concept Hierarchies in Data. | Molly Troxel, Kim Swarm, Robert Zembowicz, Jan M. Zytkow |
| 1993 | AAAI | Scientific Model-Building as Search in Matrix Spaces. | Ral E. Valds-Prez, Jan M. Zytkow, Herbert A. Simon |
| 1993 | ICCI | Discovery of Geometry Theorems: Avoiding Isomorphic Situation Descriptions. | Rajiv Bagai, Vasant Shanbhogue, Jan M. Zytkow, Shang-Ching Chou |
| 1993 | ISMIS | Automatic Theorem Generation in Plane Geometry. | Rajiv Bagai, Vasant Shanbhogue, Jan M. Zytkow, Shang-Ching Chou |
| 1993 | ISMIS | Recognition of Functional Dependencies in Data. | Robert Zembowicz, Jan M. Zytkow |
| 1992 | AAAI | Discovery of Equations: Experimental Evaluation of Convergence. | Robert Zembowicz, Jan M. Zytkow |
| 1992 | AAAI | Operational Definition Refinement: A Discovery Process. | Jan M. Zytkow, Jieming Zhu, Robert Zembowicz |
| 1992 | ICML | A Framework for Discovering Discrete Event Models. | Ashvin Radiya, Jan M. Zytkow |
| 1992 | ICML | The First Phase of Real-World Discovery: Determining Repeatability and Error of Experiments. | Jan M. Zytkow, Jieming Zhu, Robert Zembowicz |
| 1991 | ISMIS | Automated Discovery of Empirical Equations from Data. | Robert Zembowicz, Jan M. Zytkow |
| 1991 | ISMIS | Constructing Models of Hidden Structure. | Jan M. Zytkow, Paul J. Fischer |
| 1990 | AAAI | Automated Discovery in a Chemistry Laboratory. | Jan M. Zytkow, Jieming Zhu, Abul Hussam |
| 1989 | IAS | Autonomous Control that Reasons about its own Actions. | Jan M. Zytkow |
| 1989 | ICTAI | Multisearch systems with hierarchical control: a tool for solving complex AI problems. | Jan M. Zytkow, Andrzej Jankowski |
| 1988 | ICML | Utilizing Experience for Improving the Tactical Manager. | Michael D. Erickson, Jan M. Zytkow |
| 1988 | ISMIS | A Methdology for Multisearch Systems. | Andrzej Jankowski, Jan M. Zytkow |
| 1987 | ISMIS | Tactical Manager in a Simulated Environment. | Jan M. Zytkow, Michael D. Erickson |
| 1986 | ISMIS | Experimenting and theorizing in theory formation. | B. W. Koehn, Jan M. Zytkow |
| 1983 | IJCAI | Three Facets of Scientific Discovery. | Pat Langley, Jan M. Zytkow, Gary L. Bradshaw, Herbert A. Simon |