Zobrazeno 1 - 7
of 7
pro vyhledávání: '"Maxim Kovalev"'
Autor:
Maddelyn Harden, Maxim Kovalev, Gary Molano, Christie Yorke, Robert Miller, Daniel Reed, Filipe Alberto, David S. Koos, Rusty Lansford, Sergey Nuzhdin
Publikováno v:
Communications Biology, Vol 7, Iss 1, Pp 1-9 (2024)
Abstract Kelps are vital for marine ecosystems, yet the genetic diversity underlying their capacity to adapt to climate change remains unknown. In this study, we focused on the kelp Macrocystis pyrifera a species critical to coastal habitats. We deve
Externí odkaz:
https://doaj.org/article/0a5764a3faa94a7c954da129523af636
Publikováno v:
Proceedings of the XXth Conference of Open Innovations Association FRUCT, Vol 28, Iss 1, Pp 488-494 (2021)
A method for explaining a deep learning model prediction is proposed. It uses a combination of the standard autoencoder and the variational autoencoder. The standard autoencoder is exploited to reconstruct original images and to produce hidden repres
Externí odkaz:
https://doaj.org/article/e9362a7325604853b78c9e19a4292cc9
Publikováno v:
Proceedings of the XXth Conference of Open Innovations Association FRUCT, Vol 622, Iss 25, Pp 346-352 (2019)
A new classification subsystem of a lung cancer computer-aided-diagnosis systems is proposed in the paper. Its implementation is based on two main approaches. First, the computed tomography images of segmented suspicious lung nodules are represented
Externí odkaz:
https://doaj.org/article/054e880c382d4363b17bb4a469e239b2
Autor:
Shelby J. Barnes, Raven C. Althouse, Bianca F. Costa, Boyan Hu, Maxim Kovalev, Timur Kulik, Yu-Tung Lee, Meredith C. Moore, Emily Peng, Jing Yao Pook, Akshita Sharma, Celia Wood, Eric A. Webb, Hannah Sterling, Christoph Aeppli, J. Cameron Thrash
Publikováno v:
Microbiology Resource Announcements.
We performed deep metagenomic sequencing on hydrocarbon-degrading marine microcosms designed to experimentally determine the effect of photo-oxidation on oil biodegradation dynamics. Assembly, binning, and dereplication yielded 73 unique metagenome-a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0f810c2df7d38b627d354a78c1474887
https://doi.org/10.1128/mra.00210-23
https://doi.org/10.1128/mra.00210-23
Publikováno v:
Informatica, 2022, Vol.32(4), pp.817-847 [Peer Reviewed Journal]
A method for counterfactual explanation of machine learning survival models is proposed. One of the difficulties of solving the counterfactual explanation problem is that the classes of examples are implicitly defined through outcomes of a machine le
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ef858aaab3bc090e0a43db69ed0854bf
https://doi.org/10.15388/21-infor468
https://doi.org/10.15388/21-infor468
Autor:
Maxim Kovalev
Publikováno v:
IPIN
This paper proposes a new heterogeneous interior positioning system using Wi-Fi and GPS signals. It uses the continuous Naive Bayes classifier to incorporate different sources of signal in a single probability estimate. The algorithm assumes that the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::00ce938a1971de8fb83d96eefcecc874
https://doi.org/10.1109/ipin.2014.7275500
https://doi.org/10.1109/ipin.2014.7275500
Autor:
Vladimir G. Radchenko, Maxim Kovalev, Vassily Browdy, Alexey A. Polilov, Frantsevich Li, Stanislav N. Gorb, Dmytro Gladun, Lyubov Cherney
Publikováno v:
Arthropod structuredevelopment. 44(1)
Loss of the flight ability and wing reduction has been reported for many taxa of Coleoptera. If elytra are closed, their roots are clenched between the tergum and the pleuron, forces applied to the elytra can not be transmitted to the field of campan
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3a66a720e294746618c15d32c8a7b9e1
https://pubmed.ncbi.nlm.nih.gov/25449977
https://pubmed.ncbi.nlm.nih.gov/25449977