Alex Marin Felices – Medium

Alex Marin Felices

Alex Marin Felices

How 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 16

How can Artificial Neural Networks Transform Player Recruitment in Football?

Apr 16

Alex Marin Felices

AI-Driven Football Strategy: Introducing TacticAI, an AI Assistant for Football Coaches

TacticAI, an innovative AI football tactics assistant developed in collaboration with experts from Liverpool FC, employing predictive and…

Apr 10

AI-Driven Football Strategy: Introducing TacticAI, an AI Assistant for Football Coaches

Apr 10

Alex Marin Felices

Maximizing Football Performance: Deep Reinforcement Learning for Player Decision Optimization

A novel end-to-end deep reinforcement learning framework to optimize player decisions by determining the optimal ball destination location.

Apr 3

Maximizing Football Performance: Deep Reinforcement Learning for Player Decision Optimization

Apr 3

Alex Marin Felices

Quantifying 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 28

Quantifying Creativity in Football: Introducing the Creative Decision Rating (CDR)

Mar 28

Alex Marin Felices

Longitudinal Analysis of Age and Match Performance in LaLiga Soccer Players

Dec 7, 2023

Longitudinal Analysis of Age and Match Performance in LaLiga Soccer Players

Dec 7, 2023

Alex Marin Felices

A New Horizon in Football Forecasting: The Betting Odds-Based ELO System

A novel forecasting model that integrates betting odds information into the established ELO rating system, outperforming the traditional…

Nov 30, 2023

A New Horizon in Football Forecasting: The Betting Odds-Based ELO System

Nov 30, 2023

Alex Marin Felices

Deciphering Football Team Styles Through Spatiotemporal Tracking Data

A method to accurately identify the unique identity of football teams by employing a formation descriptor derived from minimizing…

Nov 9, 2023

Deciphering Football Team Styles Through Spatiotemporal Tracking Data

Nov 9, 2023

Alex Marin Felices

A Decade of Technical and Tactical Trends in LaLiga’s Pursuit of a More Associative Game

Analyzing the technical and tactical evolution of offensive sequences in LaLiga over a decade, revealing a shift towards a more…

Nov 2, 2023

A Decade of Technical and Tactical Trends in LaLiga’s Pursuit of a More Associative Game

Nov 2, 2023

Alex Marin Felices

The Art of the Pass: A Quantitative Model for Evaluating Football Pass Effectiveness

A data-driven model using tracking data to quantify football pass effectiveness, introducing novel measures that assess how well a pass…

Oct 25, 2023

The Art of the Pass: A Quantitative Model for Evaluating Football Pass Effectiveness

Oct 25, 2023

Alex Marin Felices

Ranking Player Performances with Deep Reinforcement Learning and Action-Value Functions

Integration of the Goal Impact Metric (GIM) with deep reinforcement learning’s Action-Value Q-function to effectively evaluate and rank…

Oct 10, 2023

Ranking Player Performances with Deep Reinforcement Learning and Action-Value Functions

Oct 10, 2023

Alex Marin Felices

Alex Marin Felices

Data Scientist for Nottingham Forest FC and Olympiacos FC | Data Science | Sports Analytics | Football Analytics | Machine Learning | Data Visualization

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