Topological data analysis for driver behavior classification driven by vehicle trajectory data

Debbie Aisiana Indah; Judith Mwakalonge; Gurcan Comert; Saidi Siuhi; Hannah Musau; Eric Peprah Osei; Paul Omulokoli; Methusela Sulle; Denis Ruganuza; Nana Kankam Gyimah

doi:10.1016/j.mlwa.2025.100719

JOURNAL ARTICLE

Topological data analysis for driver behavior classification driven by vehicle trajectory data

Debbie Aisiana Indah Judith Mwakalonge Gurcan Comert Saidi Siuhi Hannah Musau Eric Peprah Osei Paul Omulokoli Methusela Sulle Denis Ruganuza Nana Kankam Gyimah

Year: 2025 Journal: Machine Learning with Applications Vol: 21 Pages: 100719-100719 Publisher: Elsevier BV

DOI: 10.1016/j.mlwa.2025.100719

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Keywords:

Topological data analysis Trajectory Computer science Topology (electrical circuits) Artificial intelligence Data mining Mathematics Physics Algorithm Astronomy Combinatorics

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Topological and Geometric Data Analysis

Physical Sciences → Computer Science → Computational Theory and Mathematics

Advanced Vision and Imaging

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Cell Image Analysis Techniques

Life Sciences → Biochemistry, Genetics and Molecular Biology → Biophysics

Topological data analysis for driver behavior classification driven by vehicle trajectory data

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