| 2021 | IRI | Optimizing Deep Neural Network Architectures: an overview. | Lydia Bouzar-Benlabiod, Stuart H. Rubin, Amel Benaida |
| 2020 | IRI | RNN-VED for Reducing False Positive Alerts in Host-based Anomaly Detection Systems. | Lydia Bouzar-Benlabiod, Stuart H. Rubin, Kahina Belaidi, Nour El Houda Haddar |
| 2019 | IRI | Variational Encoder-Decoder Recurrent Neural Network (VED-RNN) for Anomaly Prediction in a Host Environment. | Lydia Bouzar-Benlabiod, Lila Mziani, Stuart H. Rubin, Kahina Belaidi, Nour El Houda Haddar |
| 2019 | IRI | DDM: Data-Driven Modeling of Physical Phenomenon with Application to METOC. | Stuart H. Rubin, Lydia Bouzar-Benlabiod |
| 2019 | IRI | Automated Neural Network Construction with Similarity Sensitive Evolutionary Algorithms. | Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu, Stuart H. Rubin |
| 2018 | IRI | Knowledge Amplification Using Randomization in Case-Based Reasoning - Case Study: Severity of Mammography Mass. | Miled Basma Bentaiba-Lagrid, Lydia Bouzar-Benlabiod, Stuart H. Rubin, Thouraya Bouabana-Tebibel, Maria Roumaissa Hanini |
| 2018 | IRI | Knowledge-Based Randomization for Amplification. | Thouraya Bouabana-Tebibel, Stuart H. Rubin, Lydia Bouzar-Benlabiod, Miled Basma Bentaiba-Lagrid, Maria Roumaissa Hanini |
| 2018 | IRI | Randomization-Based Knowledge Discovery with Application to Weather Prediction. | Lydia Bouzar-Benlabiod, Stuart H. Rubin, Lila Mziani |
| 2017 | IRI | Knowledge Amplification through Randomization for Scheduling Systems. | Thouraya Bouabana-Tebibel, Stuart H. Rubin, Miled B. Bentaiba, Abdelghani Allaoua, Ahcene Boumhand |
| 2017 | IRI | Cyber-Secure UAV Communications Using Heuristically Inferred Stochastic Grammars and Hard Real-Time Adaptive Waveform Synthesis and Evolution. | Stuart H. Rubin, William K. Grefe, Thouraya Bouabana-Tebibel, Shu-Ching Chen, Mei-Ling Shyu, Kenneth S. Simonsen |
| 2017 | IRI | FA-MCADF: Feature Affinity Based Multiple Correspondence Analysis and Decision Fusion Framework for Disaster Information Management. | Haiman Tian, Shu-Ching Chen, Stuart H. Rubin, William K. Grefe |
| 2016 | IRI | Knowledge Induction Based on Randomization in Case-Based Reasoning. | Thouraya Bouabana-Tebibel, Stuart H. Rubin, Asmaa Chebba, Sofiane Bediar, Syphax Iskounen |
| 2016 | IRI | Reusing the NP-Hard Traveling-Salesman Problem to Demonstrate That P~NP (Invited Paper). | Stuart H. Rubin, Thouraya Bouabana-Tebibel, Yasmin Hoadjli, Zahira Ghalem |
| 2015 | IRI | On Heuristic Randomization and Reuse as an Enabler of Domain Transference. | Stuart H. Rubin, Thouraya Bouabana-Tebibel, Yasmin Hoadjli, Kadaouia Habib, Boussaad Yacine Belamiri |
| 2014 | IRI | A value-oriented specification for weak sequencing validation. | Thouraya Bouabana-Tebibel, Stuart H. Rubin |
| 2013 | IRI | Towards a High Level Language for Reuse and Integration. | Thouraya Bouabana-Tebibel, Stuart H. Rubin, Kadaouia Habib, Asmaa Chebba, Sofia Mellah, Lynda Allata |
| 2013 | IRI | A component-based language specific to complex systems modeling. | Thouraya Bouabana-Tebibel, Stuart H. Rubin, Kadaouia Habib, Sofia Mellah, Lynda Allata |
| 2013 | IRI | The 2013 IEEE International conference on information reuse and integration: Forward. | Stuart H. Rubin, Shu-Ching Chen |
| 2013 | IRI | Cloud-based tasking, collection, processing, exploitation, and dissemination. | Stuart H. Rubin, Gordon K. Lee |
| 2013 | IRI | Cloud-Based Tasking, Collection, Processing, Exploitation, and Dissemination in a Case-Based Reasoning System. | Stuart H. Rubin, Gordon K. Lee |
| 2006 | SMC | A Learning-by-Metaphor Human-Machine System. | Stuart H. Rubin |
| 2001 | SMC | Multi-layer image compression algorithm for e-commerce. | Rumen Kounchev, Rumiana Kouncheva, Stuart H. Rubin, Mariofanna G. Milanova |
| 2001 | SMC | The intelligent Web is coming. | Stuart H. Rubin, James Boerke, Robert J. Rush Jr. |
| 2001 | SMC | Application of extended plausible-reasoning theory to fuel-cell design. | Stuart H. Rubin, Marion G. Ceruti |
| 2001 | SMC | On the role of informed search in veristic computing. | Stuart H. Rubin, Robert J. Rush Jr., James Boerke, Ljiljana Trajkovic |
| 2000 | SMC | Applications of high-performance knowledge-based technology. | Marion G. Ceruti, Craig Anken, Albert D. Lin, Stuart H. Rubin |
| 2000 | SMC | Distributed denial of service attacks. | Felix Lau, Stuart H. Rubin, Michael H. Smith, Ljiljana Trajkovic |
| 2000 | SMC | Expanding the meaning of and applications for data mining. | Stuart H. Rubin |
| 2000 | SMC | Application of soft computing methods to the diagnosis and prediction of glaucoma. | Mihaela Ulieru, Oscar Cuzzani, Stuart H. Rubin, Marion G. Ceruti |
| 1998 | SMC | Computing with words. | Stuart H. Rubin |
| 1998 | SMC | FuzzyBase: an information-intelligent retrieval system. | Michael H. Smith, Ljiljana Trajkovic, Stuart H. Rubin |
| 1989 | SMC | Requirement-driven decision support systems. | Stuart H. Rubin |