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ORCIDSimona Doboli
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2020 – today
- 2024
[c32]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: 742-749- [c31]Himavanth Reddy Pallapu, Gnaneswar Villuri, Alex Doboli, Simona Doboli:
Automatically Understanding Human Behavior for IoT Applications with Optimized Human-in-the-Loop Control. SMACD 2024: 1-4 - 2023
- [j16]Paul Chung, Michael Boodoo, Simona Doboli:
Case scenario generators for trauma surgery simulation utilizing autoregressive language models. Artif. Intell. Medicine 144: 102635 (2023) - [j15]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): 3422-3432 (2023) - 2022
- [c30]Rishabh Choudhary, Omar Alsayed, Simona Doboli, Ali A. Minai:
Building Semantic Cognitive Maps with Text Embedding and Clustering. IJCNN 2022: 1-8 - [c29]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: 1-8 - [i3]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 abs/2204.13989 (2022) - 2021
- [j14]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): 2094-2127 (2021) - [j13]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): 689-703 (2021) - [c28]Rishabh Choudhary, Simona Doboli, Ali A. Minai:
A Comparative Study of Methods for Visualizable Semantic Embedding of Small Text Corpora. IJCNN 2021: 1-8 - [c27]Alex Doboli, Simona Doboli:
A Novel Learning and Response Generating Agent-based Model for Symbolic - Numeric Knowledge Modeling and Combination. SSCI 2021: 1-9 - 2020
- [c26]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: 1-8
2010 – 2019
- 2018
- [j12]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): 1943-1956 (2018) - [c25]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: 1-8 - [i2]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 abs/1808.01169 (2018) - 2015
- [j11]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: 34-50 (2015) - [j10]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): 1045-1058 (2015) - [c24]Asher A. Hensley, Alex Doboli, Rami Mangoubi, Simona Doboli:
Generalized Label Propagation. IJCNN 2015: 1-8 - 2014
- [i1]Simona Doboli, Fanshu Zhao, Alex Doboli:
New measures for evaluating creativity in scientific publications. CoRR abs/1406.7582 (2014) - 2013
- [j9]Cristian Ferent, Alex Doboli, Simona Doboli:
An axiomatic model for concept structure description and its application to circuit design. Knowl. Based Syst. 45: 114-133 (2013) - [c23]Alex Doboli, Simona Doboli:
Dual-process architecture for reasoning in design innovation problems. IJCNN 2013: 1-8 - [c22]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: 1-8 - 2011
- [c21]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: 2 - [c20]Simona Doboli:
Work in progress - Computing for middle-school students: The experience of teaching computers for 7th grade students. FIE 2011: S1 - [c19]Edward H. Currie, Simona Doboli, Gerda Kamberova:
Developing the next generation of entrepreneurs. FIE 2011: S2 - 2010
- [c18]Simona Doboli, Vincent R. Brown:
An emergent attractors model for idea generation process. IJCNN 2010: 1-8
2000 – 2009
- 2009
- [j8]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): 674-686 (2009) - [c17]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 - [c16]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: 325-330 - [c15]Simona Doboli, Vincent R. Brown, Ali A. Minai:
A conceptual neural model of idea generation. IJCNN 2009: 723-729 - [c14]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: 1380-1387 - [c13]Ali A. Minai, Laxmi R. Iyer, Divyachapan Padur, Simona Doboli:
A dynamical connectionist model of idea generation. IJCNN 2009: 2109-2116 - 2007
- [j7]Sankalp Kallakuri, Alex Doboli, Simona Doboli:
Applying stochastic modeling to bus arbitration for systems-on-chip. Integr. 40(2): 183-191 (2007) - [j6]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): 193-208 (2007) - [c12]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: 365-372 - [c11]Simona Doboli, Ali A. Minai, Vincent R. Brown:
Adaptive Dynamic Modularity in a Connectionist Model of Context-Dependent Idea Generation. IJCNN 2007: 2183-2188 - [c10]Meng Wang, Alex Doboli, Thomas G. Robertazzi, Simona Doboli, Daniel Curiac:
Towards Scalable Distributed Control of Unmanned Autonomous Vehicles. SACI 2007: 147-152 - [p1]Simona Doboli, Ali A. Minai:
Latent Attractors: A General Paradigm for Context-Dependent Neural Computation. Trends in Neural Computation 2007: 135-169 - 2005
- [c9]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: 1044-1047 - 2004
- [c8]Simona Doboli, Ali A. Minai:
Using latent attractors to discern temporal order. IJCNN 2004: 1469-1474 - [c7]Sankalp Kallakuri, Alex Doboli, Simona Doboli:
Stochastic Modeling Based Environment for Synthesis and Comparison of Bus Arbitration Policies. ISVLSI 2004: 199-206 - 2003
- [j5]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 52-54: 371-379 (2003) - [c6]Simona Doboli, Gaurav Gothoskar, Alex Doboli:
Extraction of Piecewise-Linear Analog Circuit Models from Trained Neural Networks Using Hidden Neuron Clustering. DATE 2003: 11098-11099 - [c5]Simona Doboli, Gaurav Gothoskar, Alex Doboli:
Piecewise-linear modeling of analog circuits using trained feed-forward neural networks and adaptive clustering of hidden neurons. IJCNN 2003: 1126-1131 - [c4]Simona Doboli, Ali A. Minai:
Latent attractor selection for variable length episodic context stimuli with distractors. IJCNN 2003: 1643-1648 - [c3]Sankalp Kallakuri, Alex Doboli, Simona Doboli:
Applying Stochastic Modeling to Bus Arbitration for Network-On-Chip Systems. VLSI 2003: 261-265 - 2001
- [j4]Simona Doboli, Ali A. Minai, Phillip J. Best, Aaron M. White:
An attractor model for hippocampal place cell hysteresis. Neurocomputing 38-40: 1185-1191 (2001) - 2000
- [j3]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 32-33: 353-358 (2000) - [j2]Simona Doboli, Ali A. Minai, Phillip J. Best:
Latent Attractors: A Model for Context-Dependent Place Representations in the Hippocampus. Neural Comput. 12(5): 1009-1043 (2000) - [c2]Simona Doboli, Ali A. Minai:
Network Capacity for Latent Attractor Computation. IJCNN (1) 2000: 222-227
1990 – 1999
- 1999
- [j1]Simona Doboli, Ali A. Minai, Phillip J. Best:
A latent attractors model of context selection in the dentate gyrus-hilus system. Neurocomputing 26-27: 671-676 (1999) - [c1]Simona Doboli, Ali A. Minai, Phillip J. Best:
Generating smooth context-dependent neural representations. IJCNN 1999: 12-15
Coauthor Index
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