BestHub
Sign in
Tagged articles

sports analytics

10 articles · Page 1 of 1
Ops Development & AI Practice
Ops Development & AI Practice
Jun 23, 2026 · Industry Insights

Why Poisson Distribution Alone Can’t Beat World Cup Betting Odds

The article explains how the Poisson distribution models football scores, demonstrates calculations for the Argentina‑France World Cup match, and reveals why its independence assumption and static nature let bookmakers out‑perform bettors using advanced bivariate and zero‑inflated Poisson models.

Poisson distributionbivariate Poissonfootball betting
0 likes · 13 min read
Why Poisson Distribution Alone Can’t Beat World Cup Betting Odds
Model Perspective
Model Perspective
May 30, 2026 · Industry Insights

Can the Spurs Upset the Defending Champion Thunder on Their Home Court in Game 7?

A logistic‑regression model using net efficiency differential and recent momentum predicts the Thunder to win Game 7 with about an 87% probability (range 65‑96%), yet the Spurs retain roughly a 13% chance, hinging on factors like Victor Wembanyama’s scoring and Jalen Williams’s injury‑adjusted impact.

NBAgame 7 predictionlogistic regression
0 likes · 12 min read
Can the Spurs Upset the Defending Champion Thunder on Their Home Court in Game 7?
AntTech
AntTech
Jun 20, 2024 · Artificial Intelligence

Predicting Football Match Outcomes with Graph Neural Networks and Large Language Models: The “Smart Guess Football” Project

During the 2024 European Championship, TuGraph engineers built an interactive system called “Smart Guess Football” that combines graph computing, graph neural networks, transformers and large language models to model player relationships and predict match outcomes, achieving up to 71% accuracy on limited test matches.

AIGraph Neural NetworkLarge Language Model
0 likes · 7 min read
Predicting Football Match Outcomes with Graph Neural Networks and Large Language Models: The “Smart Guess Football” Project
Model Perspective
Model Perspective
Feb 24, 2024 · Fundamentals

Can You Predict Soccer Match Outcomes with a Simple Poisson Model?

This article presents a statistical approach to forecasting football match results by calculating league-wide average goals, deriving offensive and defensive indices for each of the 20 teams, adjusting for home‑field advantage, and applying the Poisson distribution to estimate score probabilities.

Poisson distributionfootball predictionprobability modeling
0 likes · 9 min read
Can You Predict Soccer Match Outcomes with a Simple Poisson Model?
Alibaba Cloud Developer
Alibaba Cloud Developer
Dec 19, 2022 · Artificial Intelligence

How AI Transforms Football Video Analysis: Detection, Tracking, and Event Recognition

This article explores how artificial intelligence techniques such as deep learning, object detection, multi‑object tracking, and coordinate projection are applied to football video analysis to automatically detect the ball and players, map their positions onto the field, and recognize key events like shots and goals.

AIcomputer visionobject detection
0 likes · 16 min read
How AI Transforms Football Video Analysis: Detection, Tracking, and Event Recognition
Tencent Cloud Developer
Tencent Cloud Developer
Dec 2, 2022 · Artificial Intelligence

Football Match Prediction Using Machine Learning and Betting Strategy Analysis

The study applies machine‑learning models—including logistic regression, SVM, random forest, deep neural networks and a DNN‑SVM ensemble—to 17‑dimensional team features and 51‑dimensional bookmaker odds, achieving up to 54.5% match‑outcome accuracy, proposing a profit‑condition betting strategy and extending the approach to stock‑price forecasting.

Betting StrategyRandom Forestdata science
0 likes · 21 min read
Football Match Prediction Using Machine Learning and Betting Strategy Analysis