Publications

(2022). A Novel Architectural Method for Producing Dynamic Gaze Behavior in Human-Robot Interactions. In HRI 2022.

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(2021). Selection, Engagement, & Enhancement: A Framework for Modeling Visual Attention. In CogSci 2021.

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(2021). Apophatic Science: How Computational Modeling Can Explain Consciousness. Neuroscience of Consciousness.

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(2019). Selection Enables Enhancement: an Integrated Model of Object Tracking. JoV.

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(2019). Selection and Enhancement: Modeling Attentional Capture During Visual Search. JoV.

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(2019). Attentional Capture: Modeling Automatic Mechanisms and Top-Down Control. In CogSci 2019.

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(2019). Artificial Agency Requires Attention: The Case of Intentional Action. AAAI Spring Symposium.

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(2018). Towards an Attention-Driven Model of Task Switching. ACS.

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(2018). Time-Based Resource Sharing in ARCADIA. In CogSci 2018.

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(2017). There Is No Agency Without Attention. AI Magazine.

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(2017). White Lies on Silver Tongues: Why Robots Need to Deceive (and How). Robot Ethics 2.0.

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(2017). Modeling Motion Extrapolation in Multiple-Object Tracking. JoV.

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(2017). A Computational Model of the Role of Attention in Subitizing and Enumeration. In CogSci 2017.

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(2016). Inattentional Blindness in a Coupled Perceptual–Cognitive System. In CogSci 2016.

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(2016). Attentive and Pre-attentive Processes in Multiple Object Tracking: A Computational Investigation. In CogSci 2016.

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(2014). Reasoning about Belief Revision to Change Minds: A Challenge for Cognitive Systems. Advances in Cognitive Systems.

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(2014). Mindreading Deception in Dialog. Cognitive Systems Research.

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(2012). Discovering Constraints for Inductive Process Modeling. AAAI.

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(2011). Recognizing Deception: A Model of Dynamic Belief Attribution. AAAI Fall Symposium.

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(2011). Alignment and Clustering of Breast Cancer Patients by Longitudinal Treatment History. In AMIA 2011.

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(2011). A Computational Account of Everyday Abductive Inference. In CogSci 2011.

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(2011). Outlining a Computationally Plausible Approach to Mental State Ascription. In IACAP 2011.

(2011). Visualizing HIV Treatment Patterns with Network Models. In AMIA Summit 2011.

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(2010). Integrated Systems for Inducing Spatio-temporal Process Models. In QR 2010.

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(2010). The Induction and Transfer of Declarative Bias. AAAI.

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(2010). Integrated Systems for Inducing Spatio-temporal Process Models. AAAI.

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(2010). Two Kinds of Knowledge in Scientific Discovery. TopiCS.

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(2009). Supporting the Construction of Dynamic Scientific Models. Tools for Innovation.

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(2009). An Interdisciplinary Curriculum in Science Informatics. Transform Science.

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(2008). Processes and Constraints in Explanatory Scientific Discovery. In CogSci 2008.

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(2008). Cross-domain Transfer of Constraints for Inductive Process Modeling. AAAI Workshop.

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(2008). Inductive Process Modeling. Machine Learning.

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(2007). Extracting Constraints for Process Modeling. In K-CAP 2007.

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(2007). Learning Declarative Bias. In ILP 2007.

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(2007). A Constraint Language for Process Model Induction. In IPM 2007.

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(2007). From Whiteboard to Model: A Preliminary Analysis. In QR 2007.

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(2007). A Method for Representing and Developing Process Models. Ecological Complexity.

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(2006). Process Sensitivity Analysis for Ecological Modeling. ISEI5.

(2006). An Interactive Environment for the Modeling and Discovery of Scientific Knowledge. IJHCS.

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(2006). Learning Process Models with Missing Data. In ECML 2006.

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(2006). Incorporating Cognitive Principles into Modeling Tools for Scientists. In CogSci 2006.

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(2006). Scientific Reasoning and Artificial Intelligence. Tech. Report, Stanford University.

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(2006). Computational Discovery of Process Models of Aquatic Ecosystems. In ESA 2006.

(2006). A Hierarchical Process Model of the Ross Sea Ecosystem. American Geophysical Union.

(2005). Reducing Overfitting in Process Model Induction. In ICML 2005.

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(2005). Inducing Hierarchical Process Models in Dynamic Domains. AAAI.

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(2003). Extracting Plausible Explanations of Anomalous Data. Tech. Report, U of Pittsburgh.

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(2001). Evaluation of Negation Phrases in Narrative Clinical Reports. In AMIA 2001.

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(2001). A Simple Algorithm for Identifying Negated Findings and Diseases in Discharge Summaries. JBI.

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(1997). Irrational Beliefs, Optimism, Pessimism, and Psychological Distress. Regional Congress of Psychology for Professionals in the Americas.

(1997). Irrational Beliefs and Negative Life Stress: Testing a Diathesis–stress Model of Depressive Symptoms. Regional Congress of Psychology for Professionals in the Americas.

(1997). Distinguishing Between Anxiety, Depression, and Hostility. Regional Congress of Psychology for Professionals in the Americas.

(1997). Irrational Beliefs and Negative Life Stress: Testing a Diathesis-stress Model of Depressive Symptoms. Midwestern Psychological Association.

(1996). Personality and Social Problem-solving Ability in Hopeful and Unhopeful Students. Midwestern Psychological Association.