| 2012 | SNPD | Heuristic Attempts to Improve the Generalization Capacities in Learning SVMs. | Luminita State, Catalina Cocianu, Marinela Mircea |
| 2011 | ICSoft | A New Method for Learning the Support Vector Machines. | Catalina-Lucia Cocianu, Luminita State, Panayiotis M. Vlamos |
| 2011 | SYNASC | A Probabilistic Model-Free Approach in Learning Multivariate Noisy Linear Systems. | Luminita State, Iuliana Paraschiv-Munteanu |
| 2008 | ICISP | A Version of the FastICA Algorithm Based on the Secant Method Combined with Simple Iterations Method. | Doru Constantin, Luminita State |
| 2008 | RCIS | An unsupervised skeleton based method to discover the structure of the class system. | Luminita State, Catalina Cocianu, Panayiotis M. Vlamos |
| 2007 | SYNASC | Principal Directions-Based Algorithm for Classification Tasks. | Luminita State, Catalina Cocianu, Panayiotis M. Vlamos, Doru Constantin |
| 2006 | ICSoft | PCA-based data mining probabilistic and fuzzy approaches with applications in pattern recognition. | Luminita State, Catalina Cocianu, Panayiotis M. Vlamos, Viorica Stefanescu |
| 2004 | ICINCO | On the Efficiency of a Certain Class of Noise Removal Algorithms in Solving Image Processing Tasks. | Catalina Cocianu, Luminita State, Panayiotis M. Vlamos, Viorica Stefanescu |
| 2004 | ICINCO | A Neural Network Framework for Implementing the Bayesian Learning. | Luminita State, Catalina Cocianu, Viorica Stefanescu, Panayiotis M. Vlamos |
| 1995 | ECSQARU | And/Or Trees for Knowledge Representation. | Luminita State, Radu State |