Jonathan Bac - Search Results

Year	Number of Results
2019	1
2020	4
2021	1
2022	2
2024	0

1

Scikit-Dimension: A Python Package for Intrinsic Dimension Estimation.

Bac J, Mirkes EM, Gorban AN, Tyukin I, Zinovyev A. Bac J, et al. Entropy (Basel). 2021 Oct 19;23(10):1368. doi: 10.3390/e23101368. Entropy (Basel). 2021. PMID: 34682092 Free PMC article.

2

Lizard Brain: Tackling Locally Low-Dimensional Yet Globally Complex Organization of Multi-Dimensional Datasets.

Bac J, Zinovyev A. Bac J, et al. Front Neurorobot. 2020 Jan 9;13:110. doi: 10.3389/fnbot.2019.00110. eCollection 2019. Front Neurorobot. 2020. PMID: 31998109 Free PMC article. Review.

3

Hubness reduction improves clustering and trajectory inference in single-cell transcriptomic data.

Amblard E, Bac J, Chervov A, Soumelis V, Zinovyev A. Amblard E, et al. Among authors: bac j. Bioinformatics. 2022 Jan 27;38(4):1045-1051. doi: 10.1093/bioinformatics/btab795. Bioinformatics. 2022. PMID: 34871374

4

Domain Adaptation Principal Component Analysis: Base Linear Method for Learning with Out-of-Distribution Data.

Mirkes EM, Bac J, Fouché A, Stasenko SV, Zinovyev A, Gorban AN. Mirkes EM, et al. Among authors: bac j. Entropy (Basel). 2022 Dec 24;25(1):33. doi: 10.3390/e25010033. Entropy (Basel). 2022. PMID: 36673174 Free PMC article.

5

Robust and Scalable Learning of Complex Intrinsic Dataset Geometry via ElPiGraph.

Albergante L, Mirkes E, Bac J, Chen H, Martin A, Faure L, Barillot E, Pinello L, Gorban A, Zinovyev A. Albergante L, et al. Among authors: bac j. Entropy (Basel). 2020 Mar 4;22(3):296. doi: 10.3390/e22030296. Entropy (Basel). 2020. PMID: 33286070 Free PMC article.

6

Minimum Spanning vs. Principal Trees for Structured Approximations of Multi-Dimensional Datasets.

Chervov A, Bac J, Zinovyev A. Chervov A, et al. Among authors: bac j. Entropy (Basel). 2020 Nov 11;22(11):1274. doi: 10.3390/e22111274. Entropy (Basel). 2020. PMID: 33287042 Free PMC article.

7

Trajectories, bifurcations, and pseudo-time in large clinical datasets: applications to myocardial infarction and diabetes data.

Golovenkin SE, Bac J, Chervov A, Mirkes EM, Orlova YV, Barillot E, Gorban AN, Zinovyev A. Golovenkin SE, et al. Among authors: bac j. Gigascience. 2020 Nov 25;9(11):giaa128. doi: 10.1093/gigascience/giaa128. Gigascience. 2020. PMID: 33241287 Free PMC article.

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