A Topological Evaluation Model for Manifold Learning and Embedding Techniques

Bibtex entry :

@inproceedings { reyes:sisap2024,
    author = { Victor Reyes and Margarita Liarou and St{\'{e}}phane Marchand-Maillet },
    editor = { Edgar Ch{\'{a}}vez and Benjamin Kimia and Jakub Lokoc and Marco Patella and Jan Sedmidubsk },
    title = { A Topological Evaluation Model for Manifold Learning and Embedding Techniques },
    booktitle = { Similarity Search and Applications - 17th International Conference, {SISAP} 2024, Providence, RI, USA, November 4-6, 2024, Proceedings },
    series = { Lecture Notes in Computer Science },
    volume = { 15268 },
    pages = { 185--192 },
    publisher = { Springer },
    year = { 2024 },
    url = { https://doi.org/10.1007/978-3-031-75823-2\_15 },
}
--

Keywords: machine learning, information geometry, data mining, Big Data, affective information retrieval (recherche d'information), information visualisation, content-based image and video retrieval (CBIR, CBR, CBVR, CBMR, CBMIR), information mining, classification, multimedia and multimodal information management, semantic web, knowledge base (RDF, OWL, XML, metadata, auto-annotation, description), multimodal information fusion