| 2025 | IJCNN | Using Knowledge Graph Dynamics to Describe Group Ideation Effectiveness in Problem Solving. | Mason Malone, Simona Doboli, Alex Doboli, Jared B. Kenworthy |
| 2024 | ICAART | Inferring Interpretable Semantic Cognitive Maps from Noisy Document Corpora. | Yahya Emara, Tristan Weger, Ryan Rubadue, Rishabh Choudhary, Simona Doboli, Ali A. Minai |
| 2022 | IJCNN | Building Semantic Cognitive Maps with Text Embedding and Clustering. | Rishabh Choudhary, Omar Alsayed, Simona Doboli, Ali A. Minai |
| 2022 | IJCNN | A Real-Time Semantic Model for Relevance and Novelty Detection from Group Messages. | David Fisher, Rishabh Choudhary, Omar Alsayed, Simona Doboli, Ali A. Minai |
| 2021 | IJCNN | A Comparative Study of Methods for Visualizable Semantic Embedding of Small Text Corpora. | Rishabh Choudhary, Simona Doboli, Ali A. Minai |
| 2020 | IJCNN | A cognitive inspired method for assessing novelty of short-text ideas. | Simona Doboli, Jared B. Kenworthy, Paul B. Paulus, Ali A. Minai, Alex Doboli |
| 2018 | IJCNN | Using Semantic Clustering And Autoencoders For Detecting Novelty In Corpora Of Short Texts. | Mei Mei, Xinyu Guo, Belinda C. Williams, Simona Doboli, Jared B. Kenworthy, Paul B. Paulus, Ali A. Minai |
| 2015 | IJCNN | Generalized Label Propagation. | Asher A. Hensley, Alex Doboli, Rami Mangoubi, Simona Doboli |
| 2013 | IJCNN | Dual-process architecture for reasoning in design innovation problems. | Alex Doboli, Simona Doboli |
| 2013 | IJCNN | Modeling the effect of hint timing on the idea generation process. | Simona Doboli, Matthew Jacques, Ali A. Minai, Paul B. Paulus, Runa M. Korde, Alex Doboli |
| 2011 | FIE | Developing the next generation of entrepreneurs. | Edward H. Currie, Simona Doboli, Gerda Kamberova |
| 2011 | FIE | Work in progress - Computing for middle-school students: The experience of teaching computers for 7 | Simona Doboli |
| 2011 | FIE | Patents and intellectual property in entrepreneurship education in computing at Hofstra University. | Gerda Kamberova, Andrea Pacelli, John Impagliazzo, Edward H. Currie, Simona Doboli |
| 2010 | IJCNN | An emergent attractors model for idea generation process. | Simona Doboli, Vincent R. Brown |
| 2009 | IJCNN | A conceptual neural model of idea generation. | Simona Doboli, Vincent R. Brown, Ali A. Minai |
| 2009 | IJCNN | Effects of relevant and irrelevant primes on idea generation: A computational model. | Laxmi R. Iyer, Ali A. Minai, Vincent R. Brown, Paul B. Paulus, Simona Doboli |
| 2009 | IJCNN | A dynamical connectionist model of idea generation. | Ali A. Minai, Laxmi R. Iyer, Divyachapan Padur, Simona Doboli |
| 2007 | IJCNN | Adaptive Dynamic Modularity in a Connectionist Model of Context-Dependent Idea Generation. | Simona Doboli, Ali A. Minai, Vincent R. Brown |
| 2007 | SACI | Towards Scalable Distributed Control of Unmanned Autonomous Vehicles. | Meng Wang, Alex Doboli, Thomas G. Robertazzi, Simona Doboli, Daniel Curiac |
| 2005 | ISCAS | Communication subsystem synthesis and analysis tool using bus architecture generation and stochastic arbitration policies. | Sankalp Kallakuri, Nattawut Thepayasuwan, Alex Doboli, Simona Doboli |
| 2004 | IJCNN | Using latent attractors to discern temporal order. | Simona Doboli, Ali A. Minai |
| 2003 | DATE | Extraction of Piecewise-Linear Analog Circuit Models from Trained Neural Networks Using Hidden Neuron Clustering. | Simona Doboli, Gaurav Gothoskar, Alex Doboli |
| 2003 | IJCNN | Piecewise-linear modeling of analog circuits using trained feed-forward neural networks and adaptive clustering of hidden neurons. | Simona Doboli, Gaurav Gothoskar, Alex Doboli |
| 2003 | IJCNN | Latent attractor selection for variable length episodic context stimuli with distractors. | Simona Doboli, Ali A. Minai |
| 2000 | IJCNN | Network Capacity for Latent Attractor Computation. | Simona Doboli, Ali A. Minai |
| 1999 | IJCNN | Generating smooth context-dependent neural representations. | Simona Doboli, Ali A. Minai, Phillip J. Best |