Simona Doboli

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 17

Top Topics

Label Propagation

Creative Problem Solving

Top Venues

IEEE Trans. Comput. Soc. Syst.

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

Publications

Yahya Emara, Tristan Weger, Ryan Rubadue, Rishabh Choudhary, Simona Doboli, Ali A. Minai
Inferring Interpretable Semantic Cognitive Maps from Noisy Document Corpora. ICAART (3) (2024)
Paul Chung, Michael Boodoo, Simona Doboli
Case scenario generators for trauma surgery simulation utilizing autoregressive language models. Artif. Intell. Medicine 144 (2023)
Xiaowei Liu, Alex Doboli, Tom MacCarthy, Simona Doboli
Understanding the Significance of Mid-Tier Research Teams in Idea Flow Through a Community. IEEE Trans. Comput. Soc. Syst. 10 (6) (2023)
David Fisher, Rishabh Choudhary, Omar Alsayed, Simona Doboli, Ali A. Minai
A Real-Time Semantic Model for Relevance and Novelty Detection from Group Messages. IJCNN (2022)
Alex Doboli, Simona Doboli, Ryan Duke, Sangjin Hong, Wendy Tang
Dynamic Diagnosis of the Progress and Shortcomings of Student Learning using Machine Learning based on Cognitive, Social, and Emotional Features. CoRR (2022)
Rishabh Choudhary, Omar Alsayed, Simona Doboli, Ali A. Minai
Building Semantic Cognitive Maps with Text Embedding and Clustering. IJCNN (2022)
Alex Doboli, Simona Doboli
A novel agent-based, evolutionary model for expressing the dynamics of creative open-problem solving in small groups. Appl. Intell. 51 (4) (2021)
Xiaowei Liu, Alex Doboli, Simona Doboli
Bottom-Up Modeling of Design Knowledge Evolution: Application to Circuit Design Community Characterization. IEEE Trans. Comput. Soc. Syst. 8 (3) (2021)
Rishabh Choudhary, Simona Doboli, Ali A. Minai
A Comparative Study of Methods for Visualizable Semantic Embedding of Small Text Corpora. IJCNN (2021)
Alex Doboli, Simona Doboli
A Novel Learning and Response Generating Agent-based Model for Symbolic - Numeric Knowledge Modeling and Combination. SSCI (2021)
Simona Doboli, Jared B. Kenworthy, Paul B. Paulus, Ali A. Minai, Alex Doboli
A cognitive inspired method for assessing novelty of short-text ideas. IJCNN (2020)
Alex Doboli, Daniel Curiac, Dan Pescaru, Simona Doboli, K. Wendy Tang, Constantin Volosencu, Michael Gilberti, Ovidiu Banias, Codruta Istin
Cities of the Future: Employing Wireless Sensor Networks for Efficient Decision Making in Complex Environments. CoRR (2018)
Hao Li, Xiaowei Liu, Fanshu Jiao, Alex Doboli, Simona Doboli
InnovA: A Cognitive Architecture for Computational Innovation Through Robust Divergence and Its Application for Analog Circuit Design. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (10) (2018)
Mei Mei, Xinyu Guo, Belinda C. Williams, Simona Doboli, Jared B. Kenworthy, Paul B. Paulus, Ali A. Minai
Using Semantic Clustering And Autoencoders For Detecting Novelty In Corpora Of Short Texts. IJCNN (2018)
Alex Doboli, Anurag Umbarkar, Simona Doboli, Joseph Betz
Modeling semantic knowledge structures for creative problem solving: Studies on expressing concepts, categories, associations, goals and context. Knowl. Based Syst. 78 (2015)
Asher A. Hensley, Alex Doboli, Rami Mangoubi, Simona Doboli
Generalized Label Propagation. IJCNN (2015)
Fanshu Jiao, Sergio Montano, Cristian Ferent, Alex Doboli, Simona Doboli
Analog Circuit Design Knowledge Mining: Discovering Topological Similarities and Uncovering Design Reasoning Strategies. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 34 (7) (2015)
Simona Doboli, Fanshu Zhao, Alex Doboli
New measures for evaluating creativity in scientific publications. CoRR (2014)
Alex Doboli, Simona Doboli
Dual-process architecture for reasoning in design innovation problems. IJCNN (2013)
Cristian Ferent, Alex Doboli, Simona Doboli
An axiomatic model for concept structure description and its application to circuit design. Knowl. Based Syst. 45 (2013)
Simona Doboli, Matthew Jacques, Ali A. Minai, Paul B. Paulus, Runa M. Korde, Alex Doboli
Modeling the effect of hint timing on the idea generation process. IJCNN (2013)
Gerda Kamberova, Andrea Pacelli, John Impagliazzo, Edward H. Currie, Simona Doboli
Patents and intellectual property in entrepreneurship education in computing at Hofstra University. FIE (2011)
Edward H. Currie, Simona Doboli, Gerda Kamberova
Developing the next generation of entrepreneurs. FIE (2011)
Simona Doboli
grade students. FIE (2011)
Simona Doboli, Vincent R. Brown
An emergent attractors model for idea generation process. IJCNN (2010)
Laxmi R. Iyer, Simona Doboli, Ali A. Minai, Vincent R. Brown, Daniel S. Levine, Paul B. Paulus
Neural dynamics of idea generation and the effects of priming. Neural Networks 22 (5-6) (2009)
Wendy Tang, Simona Doboli, Leo Gafney, Susan Lowes
Project EXCE2L (Excellence in Computer Education with Entrepreneurship and Leadership Skills): A work in progress to revitalize undergraduate computing curriculum through entrepreneurships. FECS (2009)
Laxmi R. Iyer, Ali A. Minai, Vincent R. Brown, Paul B. Paulus, Simona Doboli
Effects of relevant and irrelevant primes on idea generation: A computational model. IJCNN (2009)
Ali A. Minai, Laxmi R. Iyer, Divyachapan Padur, Simona Doboli
A dynamical connectionist model of idea generation. IJCNN (2009)
Ali A. Minai, Laxmi R. Iyer, Divyachapan Padur, Simona Doboli, Vincent R. Brown
Graded Attractors: Configuring Context-Dependent Workspaces for Ideation. AAAI Fall Symposium: Biologically Inspired Cognitive Architectures (2009)
Simona Doboli, Vincent R. Brown, Ali A. Minai
A conceptual neural model of idea generation. IJCNN (2009)
Sankalp Kallakuri, Alex Doboli, Simona Doboli
Applying stochastic modeling to bus arbitration for systems-on-chip. Integr. 40 (2) (2007)
Hui Zhang, Simona Doboli, Hua Tang, Alex Doboli
Compiled code simulation of analog and mixed-signal systems using piecewise linear modeling of nonlinear parameters: A case study for DeltaSigma modulator simulation. Integr. 40 (3) (2007)
Simona Doboli, Ali A. Minai, Vincent R. Brown
Adaptive Dynamic Modularity in a Connectionist Model of Context-Dependent Idea Generation. IJCNN (2007)
Sankalp S. Kallakuri, Alex Doboli, Simona Doboli, Dan Pescaru, Daniel Curiac
SoC Design Point Selection for Dynamic Adaptation under Continuously Varying Throughput Constraints. AHS (2007)
Meng Wang, Alex Doboli, Thomas G. Robertazzi, Simona Doboli, Daniel Curiac
Towards Scalable Distributed Control of Unmanned Autonomous Vehicles. SACI (2007)
Sankalp Kallakuri, Nattawut Thepayasuwan, Alex Doboli, Simona Doboli
Communication subsystem synthesis and analysis tool using bus architecture generation and stochastic arbitration policies. ISCAS (2) (2005)
Sankalp Kallakuri, Alex Doboli, Simona Doboli
Stochastic Modeling Based Environment for Synthesis and Comparison of Bus Arbitration Policies. ISVLSI (2004)
Sankalp Kallakuri, Alex Doboli, Simona Doboli
Applying Stochastic Modeling to Bus Arbitration for Network-On-Chip Systems. VLSI (2003)
Simona Doboli, Ali A. Minai, Phillip J. Best
A computational model of the interaction between external and internal cues for the control of hippocampal place cells. Neurocomputing (2003)
Simona Doboli, Gaurav Gothoskar, Alex Doboli
Extraction of Piecewise-Linear Analog Circuit Models from Trained Neural Networks Using Hidden Neuron Clustering. DATE (2003)
Simona Doboli, Ali A. Minai, Phillip J. Best, Aaron M. White
An attractor model for hippocampal place cell hysteresis. Neurocomputing (2001)
Simona Doboli, Ali A. Minai
Network Capacity for Latent Attractor Computation. IJCNN (1) (2000)
Simona Doboli, Ali A. Minai, Phillip J. Best
A comparison of context-dependent hippocampal place codes in 1-layer and 2-layer recurrent networks. Neurocomputing (2000)
Simona Doboli, Ali A. Minai, Phillip J. Best
Latent Attractors: A Model for Context-Dependent Place Representations in the Hippocampus. Neural Comput. 12 (5) (2000)
Simona Doboli, Ali A. Minai, Phillip J. Best
Generating smooth context-dependent neural representations. IJCNN (1999)
Simona Doboli, Ali A. Minai, Phillip J. Best
A latent attractors model of context selection in the dentate gyrus-hilus system. Neurocomputing (1999)