| 1998 | AI | Relational Concepts and the Fourier Transform: An Empirical Study. | Eduardo Prez, Larry A. Rendell |
| 1997 | ICML | Integrating Feature Construction with Multiple Classifiers in Decision Tree Induction. | Ricardo Vilalta, Larry A. Rendell |
| 1996 | ICML | Constructive Induction Using Fragmentary Knowledge. | Steven K. Donoho, Larry A. Rendell |
| 1996 | ICML | Learning Despite Concept Variation by Finding Structure in Attribute-based Data. | Eduardo Prez, Larry A. Rendell |
| 1995 | ICML | Lessons from Theory Revision Applied to Constructive Induction. | Steven K. Donoho, Larry A. Rendell |
| 1995 | ICML | Using Multidimensional Projection to Find Relations. | Eduardo Prez, Larry A. Rendell |
| 1993 | ICML | Lookahead Feature Construction for Learning Hard Concepts. | Harish Ragavan, Larry A. Rendell |
| 1993 | IJCAI | Complex Concept Acquisition through Directed Search and Feature Caching. | Harish Ragavan, Larry A. Rendell, Michael J. Shaw, Antoinette Tessmer |
| 1993 | IJCAI | Improving the Design of Induction Methods by Analyzing Algorithm Functionality and Data-Based Concept Complexity. | Larry A. Rendell, Harish Ragavan |
| 1993 | ICTAI | Management of Graphical Symbols in a CAD Environment: A Neural Network Approach. | Der-Shung Yang, Julie L. Webster, Larry A. Rendell, James H. Garrett Jr., Doris S. Shaw |
| 1993 | ISMB | Constructive Induction and Protein Tertiary Structure Prediction. | Thomas R. Ioerger, Larry A. Rendell, Shankar Subramaniam |
| 1992 | AAAI | The Feature Selection Problem: Traditional Methods and a New Algorithm. | Kenji Kira, Larry A. Rendell |
| 1992 | ICML | A Practical Approach to Feature Selection. | Kenji Kira, Larry A. Rendell |
| 1992 | SEKE | Knowledge Engineering for Protein Structure and Motifs: Design of a Prototype System. | Shankar Subramaniam, David K. Tcheng, K. Hu, Harish Ragavan, Larry A. Rendell |
| 1991 | ICML | Opportunistic Constructive Induction. | Gregg H. Gunsch, Larry A. Rendell |
| 1991 | ICML | Relations, Knowledge and Empirical Learning. | Harish Ragavan, Larry A. Rendell |
| 1991 | ICML | AIMS: An Adaptive Interactive Modeling System for Supporting Engineering Decision Making. | David K. Tcheng, Bruce L. Lambert, Stephen C. Y. Lu, Larry A. Rendell |
| 1991 | ICML | Feature Construction in Structural Decision Trees. | Larry Watanabe, Larry A. Rendell |
| 1991 | ICML | Fringe-Like Feature Construction: A Comparative Study and a Unifying Scheme. | Der-Shung Yang, Larry A. Rendell, Gunnar Blix |
| 1991 | IJCAI | Learning Structural Decision Trees from Examples. | Larry Watanabe, Larry A. Rendell |
| 1991 | IJCAI | A Scheme for Feature Construction and a Comparison of Empirical Methods. | Der-Shung Yang, Larry A. Rendell, Gunnar Blix |
| 1990 | AAAI | Effective Generalization of Relational Descriptions. | Larry Watanabe, Larry A. Rendell |
| 1989 | ICML | Comparing Systems and analyzing Functions to Improve Constructive Induction. | Larry A. Rendell |
| 1989 | IJCAI | Constructive Induction On Decision Trees. | Christopher J. Matheus, Larry A. Rendell |
| 1989 | IJCAI | Principled Constructive Induction. | Pankaj Mehra, Larry A. Rendell, Benjamin W. Wah |
| 1989 | IJCAI | A Study of Empirical Learning for an Involved Problem. | Larry A. Rendell |
| 1989 | IJCAI | Building Robust Learning Systems by Combining Induction and Optimization. | David K. Tcheng, Bruce L. Lambert, Stephen C. Y. Lu, Larry A. Rendell |
| 1987 | IJCAI | Layered Concept-Learning and Dynamically Variable Bias Management. | Larry A. Rendell, Raj Sheshu, David K. Tcheng |
| 1985 | IJCAI | Substantial Constructive Induction Using Layered Information Compression: Tractable Feature Formation in Search. | Larry A. Rendell |
| 1985 | UAI | Induction, of and by Probability. | Larry A. Rendell |
| 1983 | AAAI | A Doubly Layered, Genetic Penetrance Learning System. | Larry A. Rendell |
| 1983 | IJCAI | A Learning System Which Accommodates Feature Interactions. | Larry A. Rendell |