Publications

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(2018). There Is No Agency Without Attention. AI Magazine.

PDF Project

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

Preprint Project

(2017). Goal-Directed Deployment of Attention in a Computational Model: A Study in Multiple-Object Tracking. 39th CogSci Conference.

Preprint Project

(2017). A Computational Model of the Role of Attention in Subitizing and Enumeration. 39th CogSci Conference.

Preprint Project

(2016). Inattentional Blindness in a Coupled Perceptual–Cognitive System. 38th CogSci Conference.

Preprint Project

(2016). Attentive and Pre-attentive Processes in Multiple Object Tracking: A Computational Investigation. 38th CogSci Conference.

Preprint Project

(2015). Incremental Object Perception in an Attention-driven Cognitive Architecture. 37th CogSci Conference.

Preprint Project

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

PDF Project

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

Preprint PDF Project

(2012). Discovering constraints for inductive process modeling. AAAI.

PDF Project

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

PDF Project Project

(2011). A Computational Account of Everyday Abductive Inference. 33rd CogSci Conference.

PDF Code Project

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

Project Project

(2011). AbRA: An Abductive, Rationalizing Agent for Plan Recognition. Dagstuhl Seminar 11141 on Plan Recognition.

Project Meeting Notes

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

Preprint

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

Project

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

Preprint Project

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

Preprint Project

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

PDF Project

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

Preprint Project

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

Preprint Project

(2008). Processes and Constraints in Scientific Model Construction. Microsoft eScience Workshop.

Preprint Project Slides Video

(2008). Processes and Constraints in Explanatory Scientific Discovery. 30th CogSci Conference.

Preprint Project

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

Preprint PDF Project

(2008). Inductive Process Modeling. Machine Learning.

Preprint PDF Project

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

Preprint PDF Project

(2007). Learning Declarative Bias. ILP.

Preprint PDF Project

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

Preprint Project

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

Preprint PDF Project

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

Preprint PDF Project

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

Preprint PDF Project

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

Preprint PDF Project

(2006). Incorporating Cognitive Principles into Modeling Tools for Scientists. 28th CogSci Conference.

Preprint Project

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

PDF Project

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

Project

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

Project

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

Preprint PDF Project

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

Preprint PDF Project

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

PDF Project

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

Preprint Project Project

(2001). A Simple Algorithm for Identifying Negated Findings and Diseases in Discharge Summaries. Journal of Biomedical Informatics.

Preprint PDF Project Project

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

Project

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

Project

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

Project

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

Project

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

Project