Simona Doboli

Orcid: 0000-0003-0158-4725

According to our database1, Simona Doboli authored at least 48 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Inferring Interpretable Semantic Cognitive Maps from Noisy Document Corpora.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023
Understanding the Significance of Mid-Tier Research Teams in Idea Flow Through a Community.
IEEE Trans. Comput. Soc. Syst., December, 2023

Case scenario generators for trauma surgery simulation utilizing autoregressive language models.
Artif. Intell. Medicine, October, 2023

2022
Dynamic Diagnosis of the Progress and Shortcomings of Student Learning using Machine Learning based on Cognitive, Social, and Emotional Features.
CoRR, 2022

A Real-Time Semantic Model for Relevance and Novelty Detection from Group Messages.
Proceedings of the International Joint Conference on Neural Networks, 2022

Building Semantic Cognitive Maps with Text Embedding and Clustering.
Proceedings of the International Joint Conference on Neural Networks, 2022

2021
Bottom-Up Modeling of Design Knowledge Evolution: Application to Circuit Design Community Characterization.
IEEE Trans. Comput. Soc. Syst., 2021

A novel agent-based, evolutionary model for expressing the dynamics of creative open-problem solving in small groups.
Appl. Intell., 2021

A Novel Learning and Response Generating Agent-based Model for Symbolic - Numeric Knowledge Modeling and Combination.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

A Comparative Study of Methods for Visualizable Semantic Embedding of Small Text Corpora.
Proceedings of the International Joint Conference on Neural Networks, 2021

2020
A cognitive inspired method for assessing novelty of short-text ideas.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2018
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., 2018

Cities of the Future: Employing Wireless Sensor Networks for Efficient Decision Making in Complex Environments.
CoRR, 2018

Using Semantic Clustering And Autoencoders For Detecting Novelty In Corpora Of Short Texts.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2015
Analog Circuit Design Knowledge Mining: Discovering Topological Similarities and Uncovering Design Reasoning Strategies.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015

Modeling semantic knowledge structures for creative problem solving: Studies on expressing concepts, categories, associations, goals and context.
Knowl. Based Syst., 2015

Generalized Label Propagation.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014
New measures for evaluating creativity in scientific publications.
CoRR, 2014

2013
An axiomatic model for concept structure description and its application to circuit design.
Knowl. Based Syst., 2013

Modeling the effect of hint timing on the idea generation process.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Dual-process architecture for reasoning in design innovation problems.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2011
Patents and intellectual property in entrepreneurship education in computing at Hofstra University.
Proceedings of the 2011 Frontiers in Education Conference, 2011

Work in progress - Computing for middle-school students: The experience of teaching computers for 7<sup>th</sup> grade students.
Proceedings of the 2011 Frontiers in Education Conference, 2011

Developing the next generation of entrepreneurs.
Proceedings of the 2011 Frontiers in Education Conference, 2011

2010
An emergent attractors model for idea generation process.
Proceedings of the International Joint Conference on Neural Networks, 2010

2009
Neural dynamics of idea generation and the effects of priming.
Neural Networks, 2009

A dynamical connectionist model of idea generation.
Proceedings of the International Joint Conference on Neural Networks, 2009

Effects of relevant and irrelevant primes on idea generation: A computational model.
Proceedings of the International Joint Conference on Neural Networks, 2009

A conceptual neural model of idea generation.
Proceedings of the International Joint Conference on Neural Networks, 2009

Project EXCE2L (Excellence in Computer Education with Entrepreneurship and Leadership Skills): A work in progress to revitalize undergraduate computing curriculum through entrepreneurships.
Proceedings of the 2009 International Conference on Frontiers in Education: Computer Science & Computer Engineering, 2009

Graded Attractors: Configuring Context-Dependent Workspaces for Ideation.
Proceedings of the Biologically Inspired Cognitive Architectures, 2009

2007
Latent Attractors: A General Paradigm for Context-Dependent Neural Computation.
Proceedings of the Trends in Neural Computation, 2007

Compiled code simulation of analog and mixed-signal systems using piecewise linear modeling of nonlinear parameters: A case study for DeltaSigma modulator simulation.
Integr., 2007

Applying stochastic modeling to bus arbitration for systems-on-chip.
Integr., 2007

Towards Scalable Distributed Control of Unmanned Autonomous Vehicles.
Proceedings of the 4th International Symposium on Applied Computational Intelligence and Informatics, 2007

Adaptive Dynamic Modularity in a Connectionist Model of Context-Dependent Idea Generation.
Proceedings of the International Joint Conference on Neural Networks, 2007

SoC Design Point Selection for Dynamic Adaptation under Continuously Varying Throughput Constraints.
Proceedings of the Second NASA/ESA Conference on Adaptive Hardware and Systems (AHS 2007), 2007

2005
Communication subsystem synthesis and analysis tool using bus architecture generation and stochastic arbitration policies.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

2004
Stochastic Modeling Based Environment for Synthesis and Comparison of Bus Arbitration Policies.
Proceedings of the 2004 IEEE Computer Society Annual Symposium on VLSI (ISVLSI 2004), 2004

2003
A computational model of the interaction between external and internal cues for the control of hippocampal place cells.
Neurocomputing, 2003

Applying Stochastic Modeling to Bus Arbitration for Network-On-Chip Systems.
Proceedings of the International Conference on VLSI, 2003

Extraction of Piecewise-Linear Analog Circuit Models from Trained Neural Networks Using Hidden Neuron Clustering.
Proceedings of the 2003 Design, 2003

2001
An attractor model for hippocampal place cell hysteresis.
Neurocomputing, 2001

2000
Latent Attractors: A Model for Context-Dependent Place Representations in the Hippocampus.
Neural Comput., 2000

A comparison of context-dependent hippocampal place codes in 1-layer and 2-layer recurrent networks.
Neurocomputing, 2000

Network Capacity for Latent Attractor Computation.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999
A latent attractors model of context selection in the dentate gyrus-hilus system.
Neurocomputing, 1999

Generating smooth context-dependent neural representations.
Proceedings of the International Joint Conference Neural Networks, 1999


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