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4th LINHAC 2025: Linköping, Sweden
- Tim Brecht, Niklas Carlsson, Mikael Vernblom, Patrick Lambrix:

Proceedings of the Linköping Hockey Analytics Conference LINHAC 2025 Research Track and Community Notes, Linköping, Sweden, June 2-4, 2025. Linköping Electronic Conference Proceedings 214, Linköping Electronic Conference Proceedings 2025, ISBN 978-91-8118-170-8
Research papers
- Kseniia Buzko, Amir Nazemi, David A. Clausi, Yuhao Chen:

Ice Hockey Action Recognition via Contextual Priors. 2-14 - Priyansh Gupta, Mikael Vernblom, Niklas Carlsson, Patrick Lambrix

:
A Gaussian Mixture Model Approach for Characterizing Playing Styles of Ice Hockey Players. 15-27 - Evan Iaboni, Sebastian Negulescu, Miles Pitassi, Fauzan Lodhi, Tim Brecht:

Individual Puck Possessions Part I: Frequency, Duration, and Distance Travelled. 28-42 - Evan Iaboni, Sebastian Negulescu, Miles Pitassi, Amir Nazemi, Jerrin Bright, Vasyl Chomko, David A. Clausi, Sven J. Dickinson, Tim Brecht:

Position Paper: New Views of Shots - Towards Measures of Net Visibility and Reachability. 43-55 - Fauzan Lodhi, Sebastian Negulescu, Miles Pitassi, Evan Iaboni, Tim Brecht:

Individual Puck Possessions Part II: Speed Bursts and Possession Times within Teams. 56-67 - Rodney J. Paul, Nick Riccardi, Hunter Kuchenbaur:

Dropping the Gloves, Driving the Play? Reassessing the Role of Fighting in Modern NHL Games. 68-80
Community Notes
- Louis Boulet:

Merging Shot Data and Measuring Player Importance to Team's Offensive Flow. 82-84 - Evan Lawing:

xReboundsPlus, Creating a Statistic to Predict Rebound Quality. 85-86 - Lynn LeVatte, Christina Phillips, Shaun Ranni, Sarah Timmons, Sarah MacRae

, Michelle Hoffman:
Exploring Leadership and Cultural Training Experiences of Ice Hockey Coaches: Lessons Learned from Nova Scotia. 87-90

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