Matthew L. Lee

According to our database, Matthew L. Lee authored at least 33 papers between 2006 and 2024.

Collaborative distances:

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

2024

VIME: Visual Interactive Model Explorer for Identifying Capabilities and Limitations of Machine Learning Models for Sequential Decision-Making.

Anindya Das Antar, Somayeh Molaei, Yan-Ying Chen, Matthew L. Lee, Nikola Banovic

Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology, 2024

Democratizing Design through Generative AI.

Tatiana Lau, Scott A. Carter, Francine Chen, Brandon Huynh, Everlyne Kimani, Matthew L. Lee, Kate A. Sieck

Proceedings of the Companion Publication of the 2024 ACM Designing Interactive Systems Conference, 2024

2023

Training Towards Critical Use: Learning to Situate AI Predictions Relative to Human Knowledge.

Anna Kawakami, Luke Guerdan, Yanghuidi Cheng, Kate Glazko, Matthew L. Lee, Scott A. Carter, Nikos Aréchiga, Haiyi Zhu, Kenneth Holstein

Proceedings of The ACM Collective Intelligence Conference, 2023

Understanding People's Perception and Usage of Plug-in Electric Hybrids.

Matthew L. Lee, Scott A. Carter, Rumen Iliev, Nayeli Suseth Bravo, Monica P. Van, Laurent Denoue, Everlyne Kimani, Alexandre L. S. Filipowicz, David A. Shamma, Kate A. Sieck, Candice Hogan, Charlene C. Wu

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

Towards a Learner-Centered Explainable AI: Lessons from the learning sciences.

Anna Kawakami, Luke Guerdan, Yang Cheng, Anita Sun, Alison Hu, Kate Glazko, Nikos Aréchiga, Matthew L. Lee, Scott A. Carter, Haiyi Zhu, Kenneth Holstein

CoRR, 2022

EV Life: A Counterfactual Dashboard Towards Reducing Carbon Emissions of Automotive Behaviors.

David A. Shamma, Matthew L. Lee, Alexandre L. S. Filipowicz, Laurent Denoue, Kate Glazko, Kalani Murakami, Kent Lyons

Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22 - 25, 2022, 2022

Familiarity plays a unique role in increasing preferences for battery electric vehicle adoption.

Alexandre L. S. Filipowicz, Charlene C. Wu, Matthew L. Lee, David A. Shamma, Shabnam Hakimi, Scott A. Carter, Rumen Iliev, Totte Harinen, Emily Sumner, Candice Hogan

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

You Complete Me: Human-AI Teams and Complementary Expertise.

Qiaoning Zhang, Matthew L. Lee, Scott A. Carter

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2020

Pain Intensity Estimation from Mobile Video Using 2D and 3D Facial Keypoints.

Matthew Lee, Lyndon Kennedy, Andreas Girgensohn, Lynn Wilcox, John Song En Lee, Chin Wen Tan, Ban Leong Sng

CoRR, 2020

Detecting Affective Flow States of Knowledge Workers Using Physiological Sensors.

Matthew L. Lee

CoRR, 2020

Celebrating Everyday Success: Improving Engagement and Motivation using a System for Recording Daily Highlights.

Daniel Avrahami, Kristin Williams, Matthew L. Lee, Nami Tokunaga, Yulius Tjahjadi, Jennifer Marlow

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019

OPaPi: Optimized Parts Pick-up routing for efficient manufacturing.

Chidansh Amitkumar Bhatt, Jian Zhao, Hideto Oda, Francine Chen, Matthew Lee

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2019

Detecting Speech Impairments from Temporal Visual Facial Features of Aphasia Patients.

Moritz Einfalt, Rainer Lienhart, Matthew Lee, Lyndon Kennedy

Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

Overcoming Distractions during Transitions from Break to Work using a Conversational Website-Blocking System.

Vincent W. S. Tseng, Matthew L. Lee, Laurent Denoue, Daniel Avrahami

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

Gaze patterns during remote presentations while listening and speaking.

Pernilla Qvarfordt, Matthew Lee

Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications, 2018

2017

I Should Listen More: Real-time Sensing and Feedback of Non-Verbal Communication in Video Telehealth.

Heather A. Faucett, Matthew L. Lee, Scott A. Carter

Proc. ACM Hum. Comput. Interact., 2017

Chat2Doc: From Chats to How-to Instructions, FAQ, and Reports.

Britta Meixner, Matthew L. Lee, Scott A. Carter

Proceedings of the 2017 ACM Workshop on Multimedia-based Educational and Knowledge Technologies for Personalized and Social Online Training, 2017

Managing Family Healthcare with Multimedia Chat Apps: A Survey on What is Missing.

Britta Meixner, Matthew L. Lee, Scott A. Carter

Proceedings of the 2nd International Workshop on Multimedia for Personal Health and Health Care, 2017

BreakSense: Combining Physiological and Location Sensing to Promote Mobility during Work-Breaks.

Scott Allen Cambo, Daniel Avrahami, Matthew L. Lee

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016

Understanding informal caregiver needs for coordinating care to support aging in place.

Portia E. Singh, Payaal Patel, Matthew L. Lee, Mladen Milosevic

Proceedings of the 10th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2016

2015

Sensor-based observations of daily living for aging in place.

Matthew L. Lee, Anind K. Dey

Pers. Ubiquitous Comput., 2015

2014

Did I take my meds today?

Matthew L. Lee

XRDS, 2014

Real-time feedback for improving medication taking.

Matthew L. Lee, Anind K. Dey

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

2012

Task-based Embedded Assessment of Functional Abilities for Aging in Place.

Matthew L. Lee

PhD thesis, 2012

2011

Reflecting on pills and phone use: supporting awareness of functional abilities for older adults.

Matthew L. Lee, Anind K. Dey

Proceedings of the International Conference on Human Factors in Computing Systems, 2011

2010

Embedded assessment of aging adults: A concept validation with stakeholders.

Matthew L. Lee, Anind K. Dey

Proceedings of the 4th International Conference on Pervasive Computing Technologies for Healthcare, 2010

Embedded assessment of wellness with smart home sensors.

Matthew L. Lee

Proceedings of the UbiComp 2010: Ubiquitous Computing, 12th International Conference, 2010

Creating salient summaries of home activity lifelog data.

Matthew L. Lee

Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010

2008

Wearable experience capture for episodic memory support.

Matthew L. Lee, Anind K. Dey

Proceedings of the 12th IEEE International Symposium on Wearable Computers (ISWC 2008), September 28, 2008

Lifelogging memory appliance for people with episodic memory impairment.

Matthew L. Lee, Anind K. Dey

Proceedings of the UbiComp 2008: Ubiquitous Computing, 10th International Conference, 2008

2007

Connected Giving: Ordinary People Coordinating Disaster Relief on the Internet.

Cristen Torrey, Moira Burke, Matthew L. Lee, Anind K. Dey, Susan R. Fussell, Sara B. Kiesler

Proceedings of the 40th Hawaii International International Conference on Systems Science (HICSS-40 2007), 2007

Providing good memory cues for people with episodic memory impairment.

Matthew L. Lee, Anind K. Dey

Proceedings of the 9th International ACM SIGACCESS Conference on Computers and Accessibility, 2007

2006

Eye of the Beholder: Phone-Based Text-Recognition for the Visually-Impaired.

Tudor Dumitras, Matthew L. Lee, Pablo Quinones, Asim Smailagic, Daniel P. Siewiorek, Priya Narasimhan

Proceedings of the Tenth IEEE International Symposium on Wearable Computers (ISWC 2006), 2006