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Tim Matthews
Publication Activity (10 Years)
Years Active: 2012-2024
Publications (10 Years): 6
Top Topics
Single Agent
Deep Learning
American Football
Spatial Proximity
Top Venues
CoRR
AAMAS
KDD
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Publications
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Gregory Everett
,
Ryan Beal
,
Tim Matthews
,
Timothy J. Norman
,
Sarvapali D. Ramchurn
The Strain of Success: A Predictive Model for Injury Risk Mitigation and Team Success in Soccer.
CoRR
(2024)
Gregory Everett
,
Ryan J. Beal
,
Tim Matthews
,
Joseph Early
,
Timothy J. Norman
,
Sarvapali D. Ramchurn
Inferring Player Location in Sports Matches: Multi-Agent Spatial Imputation from Limited Observations.
CoRR
(2023)
Gregory Everett
,
Ryan J. Beal
,
Tim Matthews
,
Joseph Early
,
Timothy J. Norman
,
Sarvapali D. Ramchurn
Inferring Player Location in Sports Matches: Multi-Agent Spatial Imputation from Limited Observations.
AAMAS
(2023)
Matthew Wear
,
Ryan Beal
,
Tim Matthews
,
Timothy J. Norman
,
Sarvapali D. Ramchurn
Learning from the Pros: Extracting Professional Goalkeeper Technique from Broadcast Footage.
CoRR
(2022)
Charbel Merhej
,
Ryan J. Beal
,
Tim Matthews
,
Sarvapali D. Ramchurn
What Happened Next? Using Deep Learning to Value Defensive Actions in Football Event-Data.
KDD
(2021)
Charbel Merhej
,
Ryan Beal
,
Sarvapali D. Ramchurn
,
Tim Matthews
What Happened Next? Using Deep Learning to Value Defensive Actions in Football Event-Data.
CoRR
(2021)
Tim Matthews
,
Mark S. Nixon
,
Mahesan Niranjan
Enriching Texture Analysis with Semantic Data.
CVPR
(2013)
Tim Matthews
,
Sarvapali D. Ramchurn
,
Georgios Chalkiadakis
Competing with Humans at Fantasy Football: Team Formation in Large Partially-Observable Domains.
AAAI
(2012)