Zobrazeno 1 - 10
of 347
pro vyhledávání: '"Aliee, A."'
Autor:
Tejada-Lapuerta, Alejandro, Bertin, Paul, Bauer, Stefan, Aliee, Hananeh, Bengio, Yoshua, Theis, Fabian J.
Advances in single-cell omics allow for unprecedented insights into the transcription profiles of individual cells. When combined with large-scale perturbation screens, through which specific biological mechanisms can be targeted, these technologies
Externí odkaz:
http://arxiv.org/abs/2310.14935
This paper presents a novel approach that leverages domain variability to learn representations that are conditionally invariant to unwanted variability or distractors. Our approach identifies both spurious and invariant latent features necessary for
Externí odkaz:
http://arxiv.org/abs/2307.00558
Autor:
Ronald E. Crump, Maryam Aliee, Samuel A. Sutherland, Ching-I Huang, Emily H. Crowley, Simon E. F. Spencer, Matt J. Keeling, Chansy Shampa, Erick Mwamba Miaka, Kat S. Rock
Publikováno v:
Parasites & Vectors, Vol 17, Iss 1, Pp 1-18 (2024)
Abstract Background Sleeping sickness (gambiense human African trypanosomiasis, gHAT) is a vector-borne disease targeted for global elimination of transmission (EoT) by 2030. There are, however, unknowns that have the potential to hinder the achievem
Externí odkaz:
https://doaj.org/article/577cdc218c1446db908977035970223c
Autor:
Aliee, Hananeh, Richter, Till, Solonin, Mikhail, Ibarra, Ignacio, Theis, Fabian, Kilbertus, Niki
Neural Ordinary Differential Equations (NODEs) have proven successful in learning dynamical systems in terms of accurately recovering the observed trajectories. While different types of sparsity have been proposed to improve robustness, the generaliz
Externí odkaz:
http://arxiv.org/abs/2210.14672
Autor:
Christina Koupourtidou, Veronika Schwarz, Hananeh Aliee, Simon Frerich, Judith Fischer-Sternjak, Riccardo Bocchi, Tatiana Simon-Ebert, Xianshu Bai, Swetlana Sirko, Frank Kirchhoff, Martin Dichgans, Magdalena Götz, Fabian J. Theis, Jovica Ninkovic
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-22 (2024)
Abstract Traumatic brain injury leads to a highly orchestrated immune- and glial cell response partially responsible for long-lasting disability and the development of secondary neurodegenerative diseases. A holistic understanding of the mechanisms c
Externí odkaz:
https://doaj.org/article/48c6ec864964436f8a281ba154e18ca0
Autor:
Crump, Ronald E.1,2 (AUTHOR), Aliee, Maryam1,2 (AUTHOR), Sutherland, Samuel A.1,3 (AUTHOR), Huang, Ching-I1,2 (AUTHOR), Crowley, Emily H.1,2 (AUTHOR), Spencer, Simon E. F.1,4 (AUTHOR), Keeling, Matt J.1,2,5 (AUTHOR), Shampa, Chansy6 (AUTHOR), Mwamba Miaka, Erick6 (AUTHOR), Rock, Kat S.1,2 (AUTHOR) k.s.rock@warwick.ac.uk
Publikováno v:
Parasites & Vectors. 8/9/2024, Vol. 17 Issue 1, p1-18. 18p.
Publikováno v:
In Applied Soft Computing August 2024 161
Spurred by tremendous success in pattern matching and prediction tasks, researchers increasingly resort to machine learning to aid original scientific discovery. Given large amounts of observational data about a system, can we uncover the rules that
Externí odkaz:
http://arxiv.org/abs/2106.12430
In most websites, the online rating system provides the ratings of products and services to users. Lack of trust in data integrity and its manipulation has hindered fulfilling user satisfaction. Since existing online rating systems deal with a centra
Externí odkaz:
http://arxiv.org/abs/2101.04173
Publikováno v:
Iranian Journal of Information Processing & Management, Vol 38, Iss 4, Pp 1283-1317 (2023)
In the world of continuous changes, digital transformation has emerged as an inevitable factor for survival of organizations. Not only it is a technology change, but also is a radical change in all aspects and in other words is a business transformat
Externí odkaz:
https://doaj.org/article/1f92636d8530414e9f058d5343b6d38f