Alex Marin FelicesHow can Artificial Neural Networks Transform Player Recruitment in Football?A study using artificial neural networks to objectively identify KPIs in professional soccer, accurately predicting career trajectories and…Apr 16Apr 16
Alex Marin FelicesAI-Driven Football Strategy: Introducing TacticAI, an AI Assistant for Football CoachesTacticAI, an innovative AI football tactics assistant developed in collaboration with experts from Liverpool FC, employing predictive and…Apr 10Apr 10
Alex Marin FelicesMaximizing Football Performance: Deep Reinforcement Learning for Player Decision OptimizationA novel end-to-end deep reinforcement learning framework to optimize player decisions by determining the optimal ball destination location.Apr 3Apr 3
Alex Marin FelicesQuantifying Creativity in Football: Introducing the Creative Decision Rating (CDR)A novel metric to quantify the creativity of soccer players’ passes, based on both originality and effectiveness in enhancing the team’s…Mar 281Mar 281
Alex Marin FelicesLongitudinal Analysis of Age and Match Performance in LaLiga Soccer PlayersDec 7, 2023Dec 7, 2023
Alex Marin FelicesA New Horizon in Football Forecasting: The Betting Odds-Based ELO SystemA novel forecasting model that integrates betting odds information into the established ELO rating system, outperforming the traditional…Nov 30, 2023Nov 30, 2023
Alex Marin FelicesDeciphering Football Team Styles Through Spatiotemporal Tracking DataA method to accurately identify the unique identity of football teams by employing a formation descriptor derived from minimizing…Nov 9, 2023Nov 9, 2023
Alex Marin FelicesA Decade of Technical and Tactical Trends in LaLiga’s Pursuit of a More Associative GameAnalyzing the technical and tactical evolution of offensive sequences in LaLiga over a decade, revealing a shift towards a more…Nov 2, 2023Nov 2, 2023
Alex Marin FelicesThe Art of the Pass: A Quantitative Model for Evaluating Football Pass EffectivenessA data-driven model using tracking data to quantify football pass effectiveness, introducing novel measures that assess how well a pass…Oct 25, 2023Oct 25, 2023
Alex Marin FelicesRanking Player Performances with Deep Reinforcement Learning and Action-Value FunctionsIntegration of the Goal Impact Metric (GIM) with deep reinforcement learning’s Action-Value Q-function to effectively evaluate and rank…Oct 10, 2023Oct 10, 2023