Communications in Computer and Information Science - Machine Learning and Data Mining for Sports Analytics
Latest Publications

TOTAL DOCUMENTS

(FIVE YEARS 0)

H-INDEX

(FIVE YEARS 0)

Published By Springer International Publishing

9783030649111, 9783030649128

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Mining Marathon Training Data to Generate Useful User Profiles

Communications in Computer and Information Science - Machine Learning and Data Mining for Sports Analytics ◽

10.1007/978-3-030-64912-8_10 ◽

2020 ◽

pp. 113-125

Author(s):

Jakim Berndsen ◽

Barry Smyth ◽

Aonghus Lawlor

Keyword(s):

Training Data ◽

User Profiles ◽

Marathon Training

Download Full-text

Physical Performance Optimization in Football

Communications in Computer and Information Science - Machine Learning and Data Mining for Sports Analytics ◽

10.1007/978-3-030-64912-8_5 ◽

2020 ◽

pp. 51-61

Author(s):

Gergely Dobreff ◽

Péter Revisnyei ◽

Gábor Schuth ◽

György Szigeti ◽

László Toka ◽

...

Keyword(s):

Physical Performance ◽

Performance Optimization

Download Full-text

Low-Cost Optical Tracking of Soccer Players

Communications in Computer and Information Science - Machine Learning and Data Mining for Sports Analytics ◽

10.1007/978-3-030-64912-8_3 ◽

2020 ◽

pp. 28-39

Author(s):

Gabor Csanalosi ◽

Gergely Dobreff ◽

Alija Pasic ◽

Marton Molnar ◽

László Toka

Keyword(s):

Low Cost ◽

Optical Tracking ◽

Soccer Players

Download Full-text

A Machine Learning Approach for Road Cycling Race Performance Prediction

Communications in Computer and Information Science - Machine Learning and Data Mining for Sports Analytics ◽

10.1007/978-3-030-64912-8_9 ◽

2020 ◽

pp. 103-112

Author(s):

Leonid Kholkine ◽

Tom De Schepper ◽

Tim Verdonck ◽

Steven Latré

Keyword(s):

Machine Learning ◽

Performance Prediction ◽

Learning Approach ◽

Road Cycling ◽

Machine Learning Approach ◽

Race Performance

Download Full-text

Predicting Player Trajectories in Shot Situations in Soccer

Communications in Computer and Information Science - Machine Learning and Data Mining for Sports Analytics ◽

10.1007/978-3-030-64912-8_6 ◽

2020 ◽

pp. 62-75

Author(s):

Per Lindström ◽

Ludwig Jacobsson ◽

Niklas Carlsson ◽

Patrick Lambrix

Download Full-text

How Data Availability Affects the Ability to Learn Good xG Models

Communications in Computer and Information Science - Machine Learning and Data Mining for Sports Analytics ◽

10.1007/978-3-030-64912-8_2 ◽

2020 ◽

pp. 17-27

Author(s):

Pieter Robberechts ◽

Jesse Davis

Keyword(s):

Data Availability

Download Full-text

An Autoencoder Based Approach to Simulate Sports Games

Communications in Computer and Information Science - Machine Learning and Data Mining for Sports Analytics ◽

10.1007/978-3-030-64912-8_4 ◽

2020 ◽

pp. 40-50

Author(s):

Ashwin Vaswani ◽

Rijul Ganguly ◽

Het Shah ◽

Sharan Ranjit S ◽

Shrey Pandit ◽

...

Download Full-text

Stats Aren’t Everything: Learning Strengths and Weaknesses of Cricket Players

Communications in Computer and Information Science - Machine Learning and Data Mining for Sports Analytics ◽

10.1007/978-3-030-64912-8_7 ◽

2020 ◽

pp. 79-88

Author(s):

Swarup Ranjan Behera ◽

Vijaya V. Saradhi

Download Full-text

Learning from Partially Labeled Sequences for Behavioral Signal Annotation

Communications in Computer and Information Science - Machine Learning and Data Mining for Sports Analytics ◽

10.1007/978-3-030-64912-8_11 ◽

2020 ◽

pp. 126-139

Author(s):

Anna Aniszewska-Stępień ◽

Romain Hérault ◽

Guillaume Hacques ◽

Ludovic Seifert ◽

Gilles Gasso

Download Full-text

Routine Inspection: A Playbook for Corner Kicks

Communications in Computer and Information Science - Machine Learning and Data Mining for Sports Analytics ◽

10.1007/978-3-030-64912-8_1 ◽

2020 ◽

pp. 3-16

Author(s):

Laurie Shaw ◽

Sudarshan Gopaladesikan

Keyword(s):

Routine Inspection

Download Full-text

Communications in Computer and Information Science - Machine Learning and Data Mining for Sports AnalyticsLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Mining Marathon Training Data to Generate Useful User Profiles

Physical Performance Optimization in Football

Low-Cost Optical Tracking of Soccer Players

A Machine Learning Approach for Road Cycling Race Performance Prediction

Predicting Player Trajectories in Shot Situations in Soccer

How Data Availability Affects the Ability to Learn Good xG Models

An Autoencoder Based Approach to Simulate Sports Games

Stats Aren’t Everything: Learning Strengths and Weaknesses of Cricket Players

Learning from Partially Labeled Sequences for Behavioral Signal Annotation

Routine Inspection: A Playbook for Corner Kicks

Communications in Computer and Information Science - Machine Learning and Data Mining for Sports Analytics
Latest Publications