| 2025 | CBMS | Self-Supervised Learning of Band-Limited Spectral Features from Sleep EEG Using Variational Autoencoders. | Akshit Soota, Isaac Zhao, Carolina Ruiz, Sergio A. Alvarez |
| 2020 | CBMS | Improved Deep Learning Classification of Human Sleep Stages. | Sarun Paisarnsrisomsuk, Carolina Ruiz, Sergio A. Alvarez |
| 2018 | ICDM | Mixed Bagging: A Novel Ensemble Learning Framework for Supervised Classification Based on Instance Hardness. | Ahmedul Kabir, Carolina Ruiz, Sergio A. Alvarez |
| 2013 | SIGMOD | PARAS: interactive parameter space exploration for association rule mining. | Abhishek Mukherji, Xika Lin, Christopher R. Botaish, Jason Whitehouse, Elke A. Rundensteiner, Matthew O. Ward, Carolina Ruiz |
| 2010 | CBMS | Discovery of sleep composition types using expectation-maximization. | Amro Khasawneh, Sergio A. Alvarez, Carolina Ruiz, Shivin Misra, Majaz Moonis |
| 2008 | EDM | The Composition Effect: Conjuntive or Compensatory? An Analysis of Multi-Skill Math Questions in ITS. | Zachary A. Pardos, Neil T. Heffernan, Carolina Ruiz, Joseph E. Beck |
| 2006 | AAAI | Integrating Clustering and Classification for Estimating Process Variables in Materials Science. | Aparna S. Varde, Elke A. Rundensteiner, Carolina Ruiz, David C. Brown, Mohammed Maniruzzaman, Richard D. Sisson Jr. |
| 2006 | CIKM | Designing semantics-preserving cluster representatives for scientific input conditions. | Aparna S. Varde, Elke A. Rundensteiner, Carolina Ruiz, David C. Brown, Mohammed Maniruzzaman, Richard D. Sisson Jr. |
| 2005 | CBMS | Mining Associations over Human Sleep Time Series. | Parameshvyas Laxminarayan, Carolina Ruiz, Sergio A. Alvarez, Majaz Moonis |
| 2005 | KDD | Learning semantics-preserving distance metrics for clustering graphical data. | Aparna S. Varde, Elke A. Rundensteiner, Carolina Ruiz, Mohammed Maniruzzaman, Richard D. Sisson Jr. |
| 2003 | IDEAL | Association Rule Mining Algorithms for Set-Valued Data. | Christopher A. Shoemaker, Carolina Ruiz |
| 2003 | KDD | Distance-enhanced association rules for gene expression. | Aleksandar Icev, Carolina Ruiz, Elizabeth F. Ryder |
| 1993 | ISMIS | On Extended Disjunctive Logic Programs. | Jack Minker, Carolina Ruiz |