Matthew Klenk

Orcid: 0000-0002-3524-9872

Affiliations:
  • Palo Alto Research Center, CA, USA


According to our database1, Matthew Klenk authored at least 42 papers between 2004 and 2023.

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Timeline

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Bibliography

2023
Anticipatory thinking in design.
AI Mag., June, 2023

Generative AI for Product Design: Getting the Right Design and the Design Right.
CoRR, 2023

DesignAID: Using Generative AI and Semantic Diversity for Design Inspiration.
Proceedings of The ACM Collective Intelligence Conference, 2023

CodeML: A Machine Learning-Assisted User Interface for Code Identification and Labeling.
Proceedings of the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

More human than human: LLM-generated narratives outperform human-LLM interleaved narratives.
Proceedings of the Creativity and Cognition, 2023

Learning to Operate in Open Worlds by Adapting Planning Models.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022
Analogical Concept Memory for Architectures Implementing the Common Model of Cognition.
CoRR, 2022

2021
Machine learning reveals how personalized climate communication can both succeed and backfire.
CoRR, 2021

Playing Angry Birds with a Domain-Independent PDDL+ Planner.
CoRR, 2021

Unpacking Human Teachers' Intentions For Natural Interactive Task Learning.
CoRR, 2021

2020
Characterizing an Analogical Concept Memory for Newellian Cognitive Architectures.
CoRR, 2020

2019
Acceptable Planning: Influencing Individual Behavior to Reduce Transportation Energy Expenditure of a City.
J. Artif. Intell. Res., 2019

Exploring How to Personalize Travel Mode Recommendations For Urban Transportation.
Proceedings of the Joint Proceedings of the ACM IUI 2019 Workshops co-located with the 24th ACM Conference on Intelligent User Interfaces (ACM IUI 2019), 2019

An Extensible and Personalizable Multi-Modal Trip Planner.
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

On Influencing Individual Behavior for Reducing Transportation Energy Expenditure in a Large Population.
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 2019

2018
Large-scale Agent-based Multi-modal Modeling of Transportation Networks - System Model and Preliminary Results.
Proceedings of the 4th International Conference on Vehicle Technology and Intelligent Transport Systems, 2018

City-Level Agent-Based Multi-modal Modeling of Transportation Networks: Model Development and Preliminary Testing.
Proceedings of the Smart Cities, Green Technologies and Intelligent Transport Systems, 2018

2017
Position Article on Integrating Data and Model to Understand Disease Interactions.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Diagnosing Alternative Facts.
Proceedings of the 28th International Workshop on Principles of Diagnosis (DX'17), 2017

Collaborative Autonomy through Analogical Comic Graphs.
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

2014
Qualitative Reasoning with Modelica Models.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Goal-Driven Autonomy for Responding to Unexpected Events in Strategy Simulations.
Comput. Intell., 2013

Exploiting persistent mappings in cross-domain analogical learning of physical domains.
Artif. Intell., 2013

Dynamic Symbol Grounding: Changing Referents in Engineering Analysis and Spatial Environments.
Proceedings of the Space, 2013

2012
DiscoverHistory: understanding the past in planning and execution.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Towards a Cognitive System that Can Recognize Spatial Regions Based on Context.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Using analogical model formulation with sketches to solve Bennett Mechanical Comprehension Test problems.
J. Exp. Theor. Artif. Intell., 2011

The Case for Case-Based Transfer Learning.
AI Mag., 2011

What Just Happened? Explaining the Past in Planning and Execution.
Proceedings of the Explanation-aware Computing, 2011

Representing and Reasoning About Spatial Regions Defined by Context.
Proceedings of the Advances in Cognitive Systems, 2011

2010
Applying Goal Driven Autonomy to a Team Shooter Game.
Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

Goal-Driven Autonomy in a Navy Strategy Simulation.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Planning in Dynamic Environments: Extending HTNs with Nonlinear Continuous Effects.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Companion Cognitive Systems: Design Goals and Lessons Learned So Far.
IEEE Intell. Syst., 2009

Domain transfer via cross-domain analogy.
Cogn. Syst. Res., 2009

Analogical model formulation for transfer learning in AP Physics.
Artif. Intell., 2009

Transfer as a Benchmark for Multi-Representational Architectures.
Proceedings of the Multi-Representational Architectures for Human-Level Intelligence, 2009

2008
Companion Cognitive Systems: Design Goals and Some Lessons Learned.
Proceedings of the Naturally-Inspired Artificial Intelligence, 2008

An Integrated Reasoning Approach to Moral Decision-Making.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Measuring the Level of Transfer Learning by an AP Physics Problem-Solver.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2005
Solving Everyday Physical Reasoning Problems by Analogy Using Sketches.
Proceedings of the Proceedings, 2005

2004
Open-Domain Sketch Understanding: The nuSketch Approach.
Proceedings of the Making Pen-Based Interaction Intelligent and Natural, 2004


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