| 2026 | FlAIRS | A Fairness-Aware Semi-Supervised Clustering Method. | Cristina Maier, Cyrus Saadat, Dan A. Simovici |
| 2025 | SYNASC | Exploring Compression as a Proxy for Mineability in LLM-Generated Text. | Cyrus Saadat, Cristina Maier, Dan A. Simovici |
| 2021 | SYNASC | Ultrametrics and Outlier Identification. | Dan A. Simovici, Joshua Yee |
| 2019 | IDC | Type-Based Genetic Algorithms. | Roman A. Sizov, Dan A. Simovici |
| 2018 | SYNASC | Dual Criteria Determination of the Number of Clusters in Data. | Kaixun Hua, Dan A. Simovici |
| 2017 | SYNASC | A Boolean Approach for Detection of Frequent Items. | Dan A. Simovici, Roman A. Sizov, Selim Mimaroglu |
| 2013 | SYNASC | Minability through Compression. | Dan A. Simovici |
| 2012 | DaWaK | Polarities, Axiallities and Marketability of Items. | Dan A. Simovici, Paul Fomenky, Werner H. Kunz |
| 2012 | KDD | Mining emerging patterns by streaming feature selection. | Kui Yu, Wei Ding, Dan A. Simovici, Xindong Wu |
| 2012 | SYNASC | A Genetic Clustering Algorithm by Monomial Projection Pursuit. | Mihaela Elena Breaban, Henri Luchian, Dan A. Simovici |
| 2011 | ISMIS | The Impact of Triangular Inequality Violations on Medoid-Based Clustering. | Saaid Baraty, Dan A. Simovici, Catalin Zara |
| 2010 | FlAIRS | Large Data Sets, Conditional Entropy and the Cooper-Herskovitz Bayesian Score. | Saaid Baraty, Dan A. Simovici |
| 2009 | AusDM | Edge Evaluation in Bayesian Network Structures. | Saaid Baraty, Dan A. Simovici |
| 2007 | FlAIRS | Clustering and Approximate Identification of Frequent Item Sets. | Selim Mimaroglu, Dan A. Simovici |
| 2007 | ICTAI | Multisets and Clustering XML Documents. | Swami Iyer, Dan A. Simovici |
| 2006 | PAKDD | Generalized Conditional Entropy and a Metric Splitting Criterion for Decision Trees. | Dan A. Simovici, Szymon Jaroszewicz |
| 2005 | ICDM | On Feature Selection through Clustering. | Richard Butterworth, Gregory Piatetsky-Shapiro, Dan A. Simovici |
| 2004 | ICDM | Metric Incremental Clustering of Nominal Data. | Dan A. Simovici, Namita Singla, Michael Kuperberg |
| 2004 | KDD | Interestingness of frequent itemsets using Bayesian networks as background knowledge. | Szymon Jaroszewicz, Dan A. Simovici |
| 2004 | PAKDD | A Metric Approach to Building Decision Trees Based on Goodman-Kruskal Association Index. | Dan A. Simovici, Szymon Jaroszewicz |
| 2002 | ICDM | Generating an informative cover for association rules. | Laurentiu Cristofor, Dan A. Simovici |
| 2002 | PAKDD | Pruning Redundant Association Rules Using Maximum Entropy Principle. | Szymon Jaroszewicz, Dan A. Simovici |
| 1975 | MFCS | On Cardinal Sequential Outer Measures. | Dan A. Simovici |
| 1973 | MFCS | On Some Measures on Free Semigroups Induced by Semiautomata. | Dan A. Simovici |