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Geometric anomaly detection in data.
Stolz BJ, Tanner J, Harrington HA, Nanda V. Stolz BJ, et al. Among authors: nanda v. Proc Natl Acad Sci U S A. 2020 Aug 18;117(33):19664-19669. doi: 10.1073/pnas.2001741117. Epub 2020 Aug 3. Proc Natl Acad Sci U S A. 2020. PMID: 32747569 Free PMC article.
A Survey of Vectorization Methods in Topological Data Analysis.
Ali D, Asaad A, Jimenez MJ, Nanda V, Paluzo-Hidalgo E, Soriano-Trigueros M. Ali D, et al. Among authors: nanda v. IEEE Trans Pattern Anal Mach Intell. 2023 Dec;45(12):14069-14080. doi: 10.1109/TPAMI.2023.3308391. Epub 2023 Nov 3. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 37647183
Persistence Paths and Signature Features in Topological Data Analysis.
Chevyrev I, Nanda V, Oberhauser H. Chevyrev I, et al. Among authors: nanda v. IEEE Trans Pattern Anal Mach Intell. 2020 Jan;42(1):192-202. doi: 10.1109/TPAMI.2018.2885516. Epub 2018 Dec 7. IEEE Trans Pattern Anal Mach Intell. 2020. PMID: 30530312