Essays about: "football analytics"

Found 4 essays containing the words football analytics.

  1. 1. Statistical Analysis of Organized Attacks in Football

    University essay from Lunds universitet/Matematisk statistik

    Author : Håkan Wahlström; [2022]
    Keywords : Football; linear regression; logistic regression; data analytics; ajax; Mathematics and Statistics;

    Abstract : This report investigates what defensive and attacking strategies are most efficient in an organized attack situation in football. Defensive shape, defending player synchronizations, number of passes, types of passes and other variables are tested to see which methods statistically generate more and better goal scoring opportunities. READ MORE

  2. 2. Avatar Playing Style : From analysis of football data to recognizable playing styles

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Jakob Edberger Persson; Emil Danielsson; [2022]
    Keywords : data; football analytics; ai; ml; football; sports; pca; clustering; python; sports analytics; data analytics; soccer analytics; playing style; data analysis;

    Abstract : Football analytics is a rapid growing area which utilizes conventional data analysis and computational methods on gathered data from football matches. The results emerging out of this can give insights of performance levels when it comes to individual football players, different teams and clubs. READ MORE

  3. 3. Comparison of Player Tracking-by-Detection Algorithms in Football Videos

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Suping Shi; [2020]
    Keywords : ;

    Abstract : In recent years, increasing demands on sports analytics have triggered growing research interest in automatic player tracking-by-detection approaches. Two prominent branches in this area are Convolutional Neural Network (CNN)-based visual object detectors and histogram-based detectors. READ MORE

  4. 4. Giving answers or educating? : Evaluation of an automated tracking system and its possibilities to educate game intelligence in Swedish elite football players.

    University essay from Gymnastik- och idrottshögskolan, GIH/Institutionen för idrotts- och hälsovetenskap

    Author : Edwin Ekholm; [2020]
    Keywords : Automated tracking system; Game intelligence; Football analytics.;

    Abstract : The aim of the study was to evaluate an automated tracking system and its possibilities to increase knowledge and awareness (future described as educate) in game intelligence among Swedish male elite football players. The study involved both qualitative and quantitative aspects. READ MORE