Matthew S. Goodwin

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 21

Top Topics

Automated Detection

Autism Spectrum Disorder

Machine Learning

Action Recognition

Top Venues

AIH@IJCAI (Revised Selected Papers)

Publications

Jessilyn Dunn, Varun Mishra, Md. Mobashir Hasan Shandhi, Hayoung Jeong, Natasha Yamane, Yuna Watanabe, Bill Chen, Matthew S. Goodwin
Building an Open-Source Community to Enhance Autonomic Nervous System Signal Analysis: DBDP-Autonomic. CoRR (2024)
Somaieh Amraee, Bishoy Galoaa, Matthew S. Goodwin, Elaheh Hatamimajoumerd, Sarah Ostadabbas
Multiple Toddler Tracking in Indoor Videos. WACV (Workshops) (2024)
Shaotong Zhu, Michael Wan, Elaheh Hatamimajoumerd, Kashish Jain, Samuel Zlota, Cholpady Vikram Kamath, Cassandra B. Rowan, Emma C. Grace, Matthew S. Goodwin, Marie J. Hayes, Rebecca A. Schwartz-Mette, Emily Zimmerman, Sarah Ostadabbas
A Video-based End-to-end Pipeline for Non-nutritive Sucking Action Recognition and Segmentation in Young Infants. CoRR (2023)
Somaieh Amraee, Bishoy Galoaa, Matthew S. Goodwin, Elaheh Hatamimajoumerd, Sarah Ostadabbas
Multiple Toddler Tracking in Indoor Videos. CoRR (2023)
Shaotong Zhu, Michael Wan, Elaheh Hatamimajoumerd, Kashish Jain, Samuel Zlota, Cholpady Vikram Kamath, Cassandra B. Rowan, Emma C. Grace, Matthew S. Goodwin, Marie J. Hayes, Rebecca A. Schwartz-Mette, Emily Zimmerman, Sarah Ostadabbas
A Video-Based End-to-end Pipeline for Non-nutritive Sucking Action Recognition and Segmentation in Young Infants. MICCAI (2) (2023)
Busra T. Susam, Nathan T. Riek, Murat Akçakaya, Xiaojing Xu, Virginia R. de Sa, Hooman Nezamfar, Damaris Diaz, Kenneth D. Craig, Matthew S. Goodwin, Jeannie S. Huang
Automated Pain Assessment in Children Using Electrodermal Activity and Video Data Fusion via Machine Learning. IEEE Trans. Biomed. Eng. 69 (1) (2022)
Everlyne Kimani, Timothy W. Bickmore, Rosalind W. Picard, Matthew S. Goodwin, Holly Jimison
Real-time Public Speaking Anxiety Prediction Model for Oral Presentations. ICMI Companion (2022)
Tales Imbiriba, Diana Catalina Cumpanasoiu, James Heathers, Stratis Ioannidis, Deniz Erdogmus, Matthew S. Goodwin
Biosensor prediction of aggression in youth with autism using kernel-based methods. PETRA (2020)
Ozan Özdenizci, Catalina Cumpanasoiu, Carla Mazefsky, Matthew Siegel, Deniz Erdogmus, Stratis Ioannidis, Matthew S. Goodwin
Time-Series Prediction of Proximal Aggression Onset in Minimally-Verbal Youth with Autism Spectrum Disorder Using Physiological Biosignals. CoRR (2018)
Malia Kelsey, Murat Akçakaya, Ian R. Kleckner, Richard Vincent Palumbo, Lisa Feldman Barrett, Karen S. Quigley, Matthew S. Goodwin
Applications of sparse recovery and dictionary learning to enhance analysis of ambulatory electrodermal activity data. Biomed. Signal Process. Control. 40 (2018)
Xiaojing Xu, Busra Susam, Hooman Nezamfar, Kenneth Craig, Damaris Diaz, Jeannie Huang, Matthew S. Goodwin, Murat Akçakaya, Virginia R. de Sa
Towards automated pain detection in children using facial and electrodermal activity. AIH@IJCAI (2018)
Ozan Özdenizci, Catalina Cumpanasoiu, Carla Mazefsky, Matthew Siegel, Deniz Erdogmus, Stratis Ioannidis, Matthew S. Goodwin
Time-Series Prediction of Proximal Aggression Onset in Minimally-Verbal Youth with Autism Spectrum Disorder Using Physiological Biosignals. EMBC (2018)
Ian R. Kleckner, Rebecca M. Jones, Oliver Wilder-Smith, Jolie B. Wormwood, Murat Akçakaya, Karen S. Quigley, Catherine Lord, Matthew S. Goodwin
Simple, Transparent, and Flexible Automated Quality Assessment Procedures for Ambulatory Electrodermal Activity Data. IEEE Trans. Biomed. Eng. 65 (7) (2018)
Xiaojing Xu, Kenneth D. Craig, Damaris Diaz, Matthew S. Goodwin, Murat Akçakaya, Büsra Tugçe Susam, Jeannie S. Huang, Virginia R. de Sa
Automated Pain Detection in Facial Videos of Children Using Human-Assisted Transfer Learning. AIH@IJCAI (Revised Selected Papers) (2018)
Matthew S. Goodwin, Ozan Özdenizci, Catalina Cumpanasoiu, Peng Tian, Yuan Guo, Amy Stedman, Christine Peura, Carla Mazefsky, Matthew Siegel, Deniz Erdogmus, Stratis Ioannidis
Predicting Imminent Aggression Onset in Minimally-Verbal Youth with Autism Spectrum Disorder Using Preceding Physiological Signals. PervasiveHealth (2018)
Busra T. Susam, Murat Akçakaya, Hooman Nezamfar, Damaris Diaz, Xiaojing Xu, Virginia R. de Sa, Kenneth D. Craig, Jeannie S. Huang, Matthew S. Goodwin
Automated Pain Assessment using Electrodermal Activity Data and Machine Learning. EMBC (2018)
Xiaojing Xu, Kenneth Craig, Damaris Diaz, Matthew S. Goodwin, Murat Akçakaya, Busra Susam, Jeannie Huang, Virginia R. de Sa
Automated pain detection in facial videos of children using human-assisted transfer learning. AIH@IJCAI (2018)
Xiaojing Xu, Büsra Tugçe Susam, Hooman Nezamfar, Damaris Diaz, Kenneth D. Craig, Matthew S. Goodwin, Murat Akçakaya, Jeannie S. Huang, Virginia R. de Sa
Towards Automated Pain Detection in Children Using Facial and Electrodermal Activity. AIH@IJCAI (Revised Selected Papers) (2018)
Ulf Großekathöfer, Nikolay V. Manyakov, Vojkan Mihajlovic, Gahan Pandina, Andrew Skalkin, Seth Ness, Abigail Bangerter, Matthew S. Goodwin
Automated Detection of Stereotypical Motor Movements in Autism Spectrum Disorder Using Recurrence Quantification Analysis. Frontiers Neuroinformatics 11 (2017)
Alex A. Ahmed, Matthew S. Goodwin
Automated Detection of Facial Expressions during Computer-Assisted Instruction in Individuals on the Autism Spectrum. CHI (2017)
Sooyeon Jeong, Deirdre E. Logan, Matthew S. Goodwin, Suzanne Graca, Brianna O'Connell, Honey Goodenough, Laurel Anderson, Nicole Stenquist, Katie Fitzpatrick, Miriam Zisook, Luke Plummer, Cynthia Breazeal, Peter Weinstock
A Social Robot to Mitigate Stress, Anxiety, and Pain in Hospital Pediatric Care. HRI (Extended Abstracts) (2015)
Matthew S. Goodwin, Marzieh Haghighi, Qu Tang, Murat Akçakaya, Deniz Erdogmus, Stephen S. Intille
Moving towards a real-time system for automatically recognizing stereotypical motor movements in individuals on the autism spectrum using wireless accelerometry. UbiComp (2014)
James M. Rehg, Agata Rozga, Gregory D. Abowd, Matthew S. Goodwin
Behavioral Imaging and Autism. IEEE Pervasive Comput. 13 (2) (2014)
Arridhana Ciptadi, Matthew S. Goodwin, James M. Rehg
Movement Pattern Histogram for Action Recognition and Retrieval. ECCV (2) (2014)
Theodora Chaspari, Matthew S. Goodwin, Oliver Wilder-Smith, Amanda Gulsrud, Charlotte A. Mucchetti, Connie Kasari, Shrikanth S. Narayanan
A non-homogeneous poisson process model of Skin Conductance Responses integrated with observed regulatory behaviors for Autism intervention. ICASSP (2014)
Richard Ribón Fletcher, Ken-ichi Amemori, Matthew S. Goodwin, Ann M. Graybiel
Wearable wireless sensor platform for studying autonomic activity and social behavior in non-human primates. EMBC (2012)
Akane Sano, Javier Hernandez, Jean Deprey, Micah Eckhardt, Matthew S. Goodwin, Rosalind W. Picard
Multimodal annotation tool for challenging behaviors in people with Autism spectrum disorders. UbiComp (2012)
Fahd Albinali, Matthew S. Goodwin, Stephen S. Intille
Detecting stereotypical motor movements in the classroom using accelerometry and pattern recognition algorithms. Pervasive Mob. Comput. 8 (1) (2012)
Soroush Vosoughi, Matthew S. Goodwin, Bill Washabaugh, Deb Roy
A portable audio/video recorder for longitudinal study of child development. ICMI (2012)
Richard Ribón Fletcher, Kelly Dobson, Matthew S. Goodwin, Hoda Eydgahi, Oliver Wilder-Smith, David Fernholz, Yuta Kuboyama, Elliott Bruce Hedman, Ming-Zher Poh, Rosalind W. Picard
iCalm: wearable sensor and network architecture for wirelessly communicating and logging autonomic activity. IEEE Trans. Inf. Technol. Biomed. 14 (2) (2010)
Elliott Bruce Hedman, Oliver Wilder-Smith, Matthew S. Goodwin, Ming-Zher Poh, R. Fletcher, Rosalind W. Picard
iCalm: Measuring electrodermal activity in almost any setting. ACII (2009)
Fahd Albinali, Matthew S. Goodwin, Stephen S. Intille
Recognizing stereotypical motor movements in the laboratory and classroom: a case study with children on the autism spectrum. UbiComp (2009)
Miriam Madsen, Rana El Kaliouby, Micah Eckhardt, Matthew S. Goodwin, Mohammed E. Hoque, Rosalind W. Picard
Demonstration: Interactive social-emotional toolkit (iSET). ACII (2009)
Mohammed E. Hoque, Joseph K. Lane, Rana El Kaliouby, Matthew S. Goodwin, Rosalind W. Picard
Exploring speech therapy games with children on the autism spectrum. INTERSPEECH (2009)
Miriam Madsen, Rana El Kaliouby, Micah Eckhardt, Mohammed E. Hoque, Matthew S. Goodwin, Rosalind W. Picard
Lessons from participatory design with adolescents on the autism spectrum. CHI Extended Abstracts (2009)
Miriam Madsen, Rana El Kaliouby, Matthew S. Goodwin, Rosalind W. Picard
Technology for just-in-time in-situ learning of facial affect for persons diagnosed with an autism spectrum disorder. ASSETS (2008)
Chia-Hsun Jackie Lee, Robert R. Morris, Matthew S. Goodwin, Rosalind W. Picard
Lessons learned from a pilot study quantifying face contact and skin conductance in teens with asperger syndrome. CHI Extended Abstracts (2008)
Rana El Kaliouby, Matthew S. Goodwin
iSET: interactive social-emotional toolkit for autism spectrum disorder. IDC (2008)
Matthew S. Goodwin, Stephen S. Intille, Wayne F. Velicer, June Groden
Sensor-enabled detection of stereotypical motor movements in persons with autism spectrum disorder. IDC (2008)