Volume 325, Issue 1

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June 2023

Big Data and Data Science in Sport

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33 articles in this issue

Editorial: Big data and data science in sport
Pierpaolo D’Urso
Livia De Giovanni
Tim Swartz
Editorial 25 April 2023 Pages: 1 - 7
A robust method for clustering football players with mixed attributes
Pierpaolo D’Urso
Livia De Giovanni
Vincenzina Vitale
Original Research Open access 14 February 2022 Pages: 9 - 36
Clustering of variables methods and measurement models for soccer players’ performances
Maurizio Carpita
Paola Pasca
Enrico Ciavolino
Original Research Open access 06 February 2023 Pages: 37 - 56
Community detection in attributed networks for global transfer market
G. P. Clemente
A. Cornaro
Original Research 14 January 2022 Pages: 57 - 83
A rank-size approach to analyse soccer competitions and teams: the case of the Italian football league “Serie A"
Valerio Ficcadenti
Roy Cerqueti
Ciro Hosseini Varde’i
Original Research Open access 15 March 2022 Pages: 85 - 113
Forecasting binary outcomes in soccer
Raffaele Mattera
Original Research Open access 11 August 2021 Pages: 115 - 134
Betting market efficiency and prediction in binary choice models
Ruud H. Koning
Renske Zijm
Original Research Open access 29 April 2022 Pages: 135 - 148
Influence of Red and Yellow cards on team performance in elite soccer
Llorenç Badiella
Pedro Puig
Martí Casals
Original Research Open access 16 May 2022 Pages: 149 - 165
Football tracking data: a copula-based hidden Markov model for classification of tactics in football
Marius Ötting
Dimitris Karlis
Original Research 24 April 2022 Pages: 167 - 183
Service quality in football tourism: an evaluation model based on online reviews and data envelopment analysis with linguistic distribution assessments
Adjei Peter Darko
Decui Liang
Agbodah Kobina
Original Research 22 September 2022 Pages: 185 - 218
An extension of correspondence analysis based on the multiple Taguchi’s index to evaluate the relationships between three categorical variables graphically: an application to the Italian football championship
Antonello D’Ambra
Pietro Amenta
Original Research 16 June 2022 Pages: 219 - 244
Does luck play a role in the determination of the rank positions in football leagues? A study of Europe’s ‘big five’
Sumit Sarkar
Sooraj Kamath
Original Research 10 November 2021 Pages: 245 - 260
Understanding the effect of contextual factors and decision making on team performance in Twenty20 cricket: an interpretable machine learning approach
Praveen Puram
Soumya Roy
Anand Gurumurthy
Original Research 04 November 2022 Pages: 261 - 288
Optimization of team selection in fantasy cricket: a hybrid approach using recursive feature elimination and genetic algorithm
Apurva Jha
Arpan Kumar Kar
Agam Gupta
Original - OR Modeling/Case Study 12 May 2022 Pages: 289 - 317
Best strategy to win a match: an analytical approach using hybrid machine learning-clustering-association rule framework
Praveen Ranjan Srivastava
Prajwal Eachempati
Lalitha Dhamotharan
Original Research 07 March 2022 Pages: 319 - 361
Complex networks for community detection of basketball players
Alessandro Chessa
Pierpaolo D’Urso
Alfonso Gebbia
Original Research Open access 03 October 2022 Pages: 363 - 389
Home advantage and mispricing in indoor sports’ ghost games: the case of European basketball
Luca De Angelis
J. James Reade
Original Research Open access 28 September 2022 Pages: 391 - 418
A Bayesian network to analyse basketball players’ performances: a multivariate copula-based approach
Pierpalo D’Urso
Livia De Giovanni
Vincenzina Vitale
Original Research Open access 09 August 2022 Pages: 419 - 440
Measuring players’ importance in basketball using the generalized Shapley value
Rodolfo Metulini
Giorgio Gnecco
Original Research Open access 13 April 2022 Pages: 441 - 465
Will more skills become a burden? The effect of positional ambiguity on player and team performance
Jiangang Wang
Fanghong Liu
Original Research 12 March 2022 Pages: 467 - 493
Spatial performance analysis in basketball with CART, random forest and extremely randomized trees
Paola Zuccolotto
Marco Sandri
Marica Manisera
Original Research Open access 03 June 2022 Pages: 495 - 519
Filtering active moments in basketball games using data from players tracking systems
Tullio Facchinetti
Rodolfo Metulini
Paola Zuccolotto
Original Research 16 November 2021 Pages: 521 - 538
Result-based talent identification in road cycling: discovering the next Eddy Merckx
David Van Bulck
Arthur Vande Weghe
Dries Goossens
Original Research 05 October 2021 Pages: 539 - 556
Predicting the next Pogačar: a data analytical approach to detect young professional cycling talents
Bram Janssens
Matthias Bogaert
Mathijs Maton
Original Research 19 January 2022 Pages: 557 - 588
A hydraulic model outperforms work-balance models for predicting recovery kinetics from intermittent exercise
Fabian C. Weigend
David C. Clarke
Jason Siegler
Original Research Open access 13 September 2022 Pages: 589 - 613
A new model for predicting the winner in tennis based on the eigenvector centrality
Alberto Arcagni
Vincenzo Candila
Rosanna Grassi
Original Research Open access 07 March 2022 Pages: 615 - 632
The analysis of serve decisions in tennis using Bayesian hierarchical models
Peter Tea
Tim B. Swartz
Original Research 14 January 2022 Pages: 633 - 648
Analysing a built-in advantage in asymmetric darts contests using causal machine learning
Daniel Goller
Original Research Open access 16 February 2022 Pages: 649 - 679
Estimation of player aging curves using regression and imputation
Michael Schuckers
Michael Lopez
Brian Macdonald
Original Research 13 January 2023 Pages: 681 - 699
Dyadic analysis for multi-block data in sport surveys analytics
Maria Iannario
Rosaria Romano
Domenico Vistocco
Original Research Open access 07 July 2022 Pages: 701 - 714
Sports analytics in the NFL: classifying the winner of the superbowl
Yazan F. Roumani
Original Research 22 November 2022 Pages: 715 - 730
Simulation-based decision making in the NFL using NFLSimulatoR
Benjamin Williams
Will Palmquist
Ryan Elmore
Original Research 18 January 2022 Pages: 731 - 742
Who’s watching? Classifying sports viewers on social live streaming services
Haoyu Liu
Kim Hua Tan
Xianfeng Wu
Original Research 03 December 2022 Pages: 743 - 765

Volume 325, Issue 1

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