Alejandro Navarrete
1 indexed paper
Recent (6 mo)
1With code
0Influential cites
0Benchmarked
0Publications per year
126
Top categories
ML×1Algebraic Topology×1Stats ML×1
Frequent co-authors
Research Timeline
2026
Topological Data Analysis and Graph-Theoretic Approaches for Tennis Match Prediction
The paper proposes two methods for predicting tennis match outcomes using topological data analysis and graph theory. The first method uses lower-star filtration and persistent homology, achieving 66.2% accuracy. The second method uses a modified Katz similarity index with temporal edge weighting, achieving 62.48% accuracy.
Highlighted terms show continued research focus across papers