Matthew Klenk

According to our database, Matthew Klenk authored at least 46 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Correction: Personalized choice prediction with less user information.

Francine Chen, Yanxia Zhang, Minh Nguyen, Matthew Klenk, Charlene C. Wu

Ann. Math. Artif. Intell., June, 2024

Understanding the Cognitive Complexity in Language Elicited by Product Images.

Yan-Ying Chen, Shabnam Hakimi, Monica P. Van, Francine Chen, Matthew K. Hong, Matthew Klenk, Charlene C. Wu

CoRR, 2024

Weaving ML with Human Aesthetic Assessments to Augment Design Space Exploration: An Automotive Wheel Design Case Study.

Youngseung Jeon, Matthew K. Hong, Yan-Ying Chen, Kalani Murakami, Jonathan Q. Li, Xiang Anthony Chen, Matthew Klenk

Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

2023

Anticipatory thinking in design.

Matthew Klenk, Matthew Hong, Shabnam Hakimi, Charlene C. Wu

AI Mag., June, 2023

Generative AI for Product Design: Getting the Right Design and the Design Right.

Matthew K. Hong, Shabnam Hakimi, Yan-Ying Chen, Heishiro Toyoda, Charlene C. Wu, Matthew Klenk

CoRR, 2023

Machine learning-based measure of cognitive complexity explains variance in rank-ordered preference.

Shabnam Hakimi, Yan-Ying Chen, Monica P. Van, Scott A. Carter, Emily Sumner, Nayeli Suseth Bravo, Kalani Murakami, Yanxia Zhang, Charlene C. Wu, Matthew Klenk

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

DesignAID: Using Generative AI and Semantic Diversity for Design Inspiration.

Alice Cai, Steven R. Rick, Jennifer L. Heyman, Yanxia Zhang, Alexandre L. S. Filipowicz, Matthew Hong, Matthew Klenk, Thomas W. Malone

Proceedings of The ACM Collective Intelligence Conference, 2023

CodeML: A Machine Learning-Assisted User Interface for Code Identification and Labeling.

Francine Chen, Matthew K. Hong, Laurent Denoue, Kate Glazko, Emily Sarah Sumner, Yan-Ying Chen, Matthew Klenk

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.

Zoie Zhao, Sophie Song, Bridget Duah, Jamie C. Macbeth, Scott A. Carter, Monica P. Van, Nayeli Suseth Bravo, Matthew Klenk, Kate A. Sieck, Alexandre L. S. Filipowicz

Proceedings of the Creativity and Cognition, 2023

Learning to Operate in Open Worlds by Adapting Planning Models.

Wiktor Piotrowski, Roni Stern, Yoni Sher, Jacob Le, Matthew Klenk, Johan de Kleer, Shiwali Mohan

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.

Shiwali Mohan, Matthew Klenk

CoRR, 2022

2021

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

Totte Harinen, Alexandre L. S. Filipowicz, Shabnam Hakimi, Rumen Iliev, Matthew Klenk, Emily Sumner

CoRR, 2021

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

Wiktor Piotrowski, Roni Stern, Matthew Klenk, Alexandre Perez, Shiwali Mohan, Johan de Kleer, Jacob Le

CoRR, 2021

Unpacking Human Teachers' Intentions For Natural Interactive Task Learning.

Preeti Ramaraj, Charles L. Ortiz Jr., Matthew Klenk, Shiwali Mohan

CoRR, 2021

2020

Characterizing an Analogical Concept Memory for Newellian Cognitive Architectures.

Shiwali Mohan, Matthew Klenk, Matthew Shreve, Kent Evans, Aaron Ang, John Maxwell III

CoRR, 2020

2019

Acceptable Planning: Influencing Individual Behavior to Reduce Transportation Energy Expenditure of a City.

Shiwali Mohan, Hesham Rakha, Matthew Klenk

J. Artif. Intell. Res., 2019

Exploring How to Personalize Travel Mode Recommendations For Urban Transportation.

Shiwali Mohan, Matthew Klenk, Victoria Bellotti

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.

Xudong Liu, Christian Fritz, Matthew Klenk

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.

Shiwali Mohan, Frances Yan, Victoria Bellotti, Ahmed Elbery, Hesham Rakha, Matthew Klenk

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.

Ahmed Elbery, Filip Dvorak, Jianhe Du, Hesham A. Rakha, Matthew Klenk

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.

Ahmed Elbery, Youssef Bichiou, Hesham A. Rakha, Jianhe Du, Filip Dvorak, Matthew Klenk

Proceedings of the Smart Cities, Green Technologies and Intelligent Transport Systems, 2018

2017

Position Article on Integrating Data and Model to Understand Disease Interactions.

Marzieh Nabi, Adam Arvay, Matthew Klenk, Gaurang Gavai, Daniel G. Bobrow, Johan de Kleer

Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Diagnosing Alternative Facts.

Johan de Kleer, Matthew Klenk, Alexander Feldman

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

Collaborative Autonomy through Analogical Comic Graphs.

Matthew Evans Klenk, Shiwali Mohan, Johan de Kleer, Daniel G. Bobrow, Tom Hinrichs, Kenneth D. Forbus

Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

2014

Qualitative Reasoning with Modelica Models.

Matthew Evans Klenk, Johan de Kleer, Daniel G. Bobrow, Bill Janssen

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Goal-Driven Autonomy for Responding to Unexpected Events in Strategy Simulations.

Matthew Klenk, Matthew Molineaux, David W. Aha

Comput. Intell., 2013

Exploiting persistent mappings in cross-domain analogical learning of physical domains.

Matthew Klenk, Kenneth D. Forbus

Artif. Intell., 2013

Dynamic Symbol Grounding: Changing Referents in Engineering Analysis and Spatial Environments.

Matthew Evans Klenk

Proceedings of the Space, 2013

2012

DiscoverHistory: understanding the past in planning and execution.

Matthew Molineaux, Ugur Kuter, Matthew Klenk

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Towards a Cognitive System that Can Recognize Spatial Regions Based on Context.

Nick Hawes, Matthew Klenk, Kate Lockwood, Graham S. Horn, John D. Kelleher

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.

Matthew Klenk, Kenneth D. Forbus, Emmett Tomai, Hyeonkyeong Kim

J. Exp. Theor. Artif. Intell., 2011

The Case for Case-Based Transfer Learning.

Matthew Klenk, David W. Aha, Matthew Molineaux

AI Mag., 2011

What Just Happened? Explaining the Past in Planning and Execution.

Matthew Molineaux, Ugur Kuter, Matthew Klenk

Proceedings of the Explanation-aware Computing, 2011

Representing and Reasoning About Spatial Regions Defined by Context.

Matthew Klenk, Nick Hawes, Kate Lockwood

Proceedings of the Advances in Cognitive Systems, 2011

2010

Applying Goal Driven Autonomy to a Team Shooter Game.

Hector Muñoz-Avila, David W. Aha, Ulit Jaidee, Matthew Klenk, Matthew Molineaux

Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

Goal-Driven Autonomy in a Navy Strategy Simulation.

Matthew Molineaux, Matthew Klenk, David W. Aha

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Planning in Dynamic Environments: Extending HTNs with Nonlinear Continuous Effects.

Matthew Molineaux, Matthew Klenk, David W. Aha

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

Companion Cognitive Systems: Design Goals and Lessons Learned So Far.

Kenneth D. Forbus, Matthew Klenk, Thomas R. Hinrichs

IEEE Intell. Syst., 2009

Domain transfer via cross-domain analogy.

Matthew Klenk, Kenneth D. Forbus

Cogn. Syst. Res., 2009

Analogical model formulation for transfer learning in AP Physics.

Matthew Klenk, Kenneth D. Forbus

Artif. Intell., 2009

Transfer as a Benchmark for Multi-Representational Architectures.

Matthew Klenk

Proceedings of the Multi-Representational Architectures for Human-Level Intelligence, 2009

2008

Companion Cognitive Systems: Design Goals and Some Lessons Learned.

Kenneth D. Forbus, Matthew Klenk, Tom Hinrichs

Proceedings of the Naturally-Inspired Artificial Intelligence, 2008

An Integrated Reasoning Approach to Moral Decision-Making.

Morteza Dehghani, Emmett Tomai, Kenneth D. Forbus, Matthew Klenk

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

Measuring the Level of Transfer Learning by an AP Physics Problem-Solver.

Matthew Klenk, Kenneth D. Forbus

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2005

Solving Everyday Physical Reasoning Problems by Analogy Using Sketches.

Matthew Klenk, Kenneth D. Forbus, Emmett Tomai, Hyeonkyeong Kim, Brian Kyckelhahn

Proceedings of the Proceedings, 2005

2004

Open-Domain Sketch Understanding: The nuSketch Approach.

Kenneth D. Forbus, Kate Lockwood, Matthew Klenk, Emmett Tomai, Jeffrey M. Usher

Proceedings of the Making Pen-Based Interaction Intelligent and Natural, 2004