| 2011 | FlAIRS | Learning Parameters of the K-Means Algorithm From Subjective Human Annotation. | Haimonti Dutta, Rebecca J. Passonneau, Austin Lee, Axinia Radeva, Boyi Xie, David L. Waltz |
| 2010 | ICMLA | Patient-Specific Seizure Detection from Intra-cranial EEG Using High Dimensional Clustering. | Haimonti Dutta, David L. Waltz, Karthik M. Ramasamy, Philip Gross, Ansaf Salleb-Aouissi, Hatim Diab, Manoj Pooleery, Catherine A. Schevon, Ronald Emerson |
| 2009 | ICMLA | Discovering Characterization Rules from Rankings. | Ansaf Salleb-Aouissi, Bert Huang, David L. Waltz |
| 2006 | AAAI | Predicting Electricity Distribution Feeder Failures Using Machine Learning Susceptibility Analysis. | Philip Gross, Albert Boulanger, Marta Arias, David L. Waltz, Philip M. Long, Charles Lawson, Roger Anderson, Matthew Koenig, Mark Mastrocinque, William Fairechio, John A. Johnson, Serena Lee, Frank Doherty, Arthur Kressner |
| 1996 | KDD | Local Induction of Decision Trees: Towards Interactive Data Mining. | Truxton Fulton, Simon Kasif, Steven Salzberg, David L. Waltz |
| 1993 | ISMB | Automatic Derivation of Substructures Yields Novel Structural Building Blocks in Globular Proteins. | Xiru Zhang, Jacquelyn S. Fetrow, William A. Rennie, David L. Waltz, George Berg |
| 1992 | PSC | Applications for Parallel Symbolic Computation (panel). | Robert H. Halstead Jr., Takashi Chikayama, Richard P. Gabriel, David L. Waltz, Akinori Yonezawa |
| 1992 | PSC | Massively Parallel Symbolic Computing. | David L. Waltz |
| 1992 | SIGIR | Classifying News Stories using Memory Based Reasoning. | Brij M. Masand, Gordon Linoff, David L. Waltz |
| 1991 | IJCAI | Massively Parallel Artificial Intelligence. | Hiroaki Kitano, James A. Hendler, Tetsuya Higuchi, Dan I. Moldovan, David L. Waltz |
| 1990 | AAAI | Massivley Parallel AI. | David L. Waltz |
| 1989 | SIGIR | A Parallel Indexed Algorithm for Information Retrieval. | Craig Stanfill, Robert Thau, David L. Waltz |
| 1989 | SIGIR | Parallel Processing and Information Retrieval. | David L. Waltz |
| 1989 | SC | Protein structure prediction by a data-level parallel algorithm. | Xiru Zhang, David L. Waltz, Jill P. Mesirov |
| 1986 | ACL | Connectionist Models for Natural Language Processing Program. | David L. Waltz |
| 1984 | AAAI | Phenomenologically Plausible Parsing. | David L. Waltz, Jordan B. Pollack |
| 1982 | AAAI | Event Shape Diagrams. | David L. Waltz |
| 1981 | IJCAI | Toward a Detailed Model of Processing for Language Describing the Physical World. | David L. Waltz |
| 1980 | ACL | Understanding Scene Descriptions as Event Simulations. | David L. Waltz |
| 1979 | IJCAI | Visual Analog Representations for Natural Languages Understanding. | David L. Waltz, Lois C. Boggess |
| 1977 | IJCAI | Writing a Natural Language Data Base System. | David L. Waltz, Bradley A. Goodman |