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Table representation of search results timeline featuring number of search results per year.

Year Number of Results
1990 1
1992 1
1993 2
1995 5
1996 3
1997 3
1998 4
1999 2
2001 1
2003 2
2004 2
2005 5
2006 5
2007 4
2008 4
2009 5
2010 10
2011 4
2012 2
2013 7
2014 10
2015 5
2016 14
2017 9
2018 10
2019 13
2020 18
2021 35
2022 43
2023 51
2024 17

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281 results

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Page 1
Prioritized Subnet Sampling for Resource-Adaptive Supernet Training.
Chen B, Lin M, Ji R, Cao L. Chen B, et al. IEEE Trans Pattern Anal Mach Intell. 2023 Sep;45(9):11108-11119. doi: 10.1109/TPAMI.2023.3265198. Epub 2023 Aug 7. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 37023149
We maintain multiple subnet pools, each of which stores the information of substantial subnets with similar resource consumption. Considering a resource constraint, subnets conditioned on this resource constraint are sampled from a pre-defined subnet s …
We maintain multiple subnet pools, each of which stores the information of substantial subnets with similar resource consumpti …
GNN-SubNet: disease subnetwork detection with explainable graph neural networks.
Pfeifer B, Saranti A, Holzinger A. Pfeifer B, et al. Bioinformatics. 2022 Sep 16;38(Suppl_2):ii120-ii126. doi: 10.1093/bioinformatics/btac478. Bioinformatics. 2022. PMID: 36124793
AVAILABILITY AND IMPLEMENTATION: The proposed methods and tools are implemented in the GNN-SubNet Python package, which we have made available on our GitHub for the international research community (https://github.com/pievos101/GNN-SubNet). ...
AVAILABILITY AND IMPLEMENTATION: The proposed methods and tools are implemented in the GNN-SubNet Python package, which we have made …
SubNet: a Java application for subnetwork extraction.
Lemetre C, Zhang Q, Zhang ZD. Lemetre C, et al. Bioinformatics. 2013 Oct 1;29(19):2509-11. doi: 10.1093/bioinformatics/btt430. Epub 2013 Aug 13. Bioinformatics. 2013. PMID: 23946504 Free PMC article.
SUMMARY: The extraction of targeted subnetworks is a powerful way to identify functional modules and pathways within complex networks. Here, we present SubNet, a Java-based stand-alone program for extracting subnetworks, given a basal network and a set of selected nodes. D …
SUMMARY: The extraction of targeted subnetworks is a powerful way to identify functional modules and pathways within complex networks. Here, …
Construction of circRNA-based ceRNA network and its prognosis-associated subnet of clear cell renal cell carcinoma.
Zhang Y, Zhang Y, Feng Y, Zhang N, Chen S, Gu C, Hu L, Sheng J, Xu B, Feng N. Zhang Y, et al. Cancer Med. 2021 Nov;10(22):8210-8221. doi: 10.1002/cam4.4311. Epub 2021 Sep 27. Cancer Med. 2021. PMID: 34569727 Free PMC article.
We successfully conducted a circRNA/miRNA/mRNA ceRNA network related to ccRCC patients via R software and Cytoscape including 8 circRNAs, 6 miRNAs, and 49 mRNAs. The prognosis-associated subnet covered 8 circRNAs, 6 miRNAs, and 22 mRNAs. Quantitative real-time PCR was appl …
We successfully conducted a circRNA/miRNA/mRNA ceRNA network related to ccRCC patients via R software and Cytoscape including 8 circRNAs, 6 …
Robustness Analysis of an Urban Public Traffic Network Based on a Multi-Subnet Composite Complex Network Model.
Sun G. Sun G. Entropy (Basel). 2023 Sep 25;25(10):1377. doi: 10.3390/e25101377. Entropy (Basel). 2023. PMID: 37895499 Free PMC article.
In this paper, a new cascading failure model for urban public traffic networks is constructed based on a multi-subnet composite complex network model. In order to better simulate the actual traffic flow in the composite network, the concept of traffic function is proposed …
In this paper, a new cascading failure model for urban public traffic networks is constructed based on a multi-subnet composite compl …
Neural Architecture Transfer.
Lu Z, Sreekumar G, Goodman E, Banzhaf W, Deb K, Boddeti VN. Lu Z, et al. IEEE Trans Pattern Anal Mach Intell. 2021 Sep;43(9):2971-2989. doi: 10.1109/TPAMI.2021.3052758. Epub 2021 Aug 4. IEEE Trans Pattern Anal Mach Intell. 2021. PMID: 33465025
To realize this goal we learn task-specific supernets from which specialized subnets can be sampled without any additional training. The key to our approach is an integrated online transfer learning and many-objective evolutionary search procedure. A pre-trained supernet i …
To realize this goal we learn task-specific supernets from which specialized subnets can be sampled without any additional training. …
Adaptive multiscale and dual subnet convolutional auto-encoder for intermittent fault detection of analog circuits in noise environment.
Fang X, Qu J, Chai Y, Liu B. Fang X, et al. ISA Trans. 2023 May;136:428-441. doi: 10.1016/j.isatra.2022.10.031. Epub 2022 Oct 28. ISA Trans. 2023. PMID: 36371262
Considering these challenges, this paper proposes an adaptive multiscale and dual subnet convolutional auto-encoder (AMDSCAE) to detect IFs. The proposed method can adaptively assign different attention to each scale and then fuse the multiscale information, which has bett …
Considering these challenges, this paper proposes an adaptive multiscale and dual subnet convolutional auto-encoder (AMDSCAE) to dete …
Neural subnet design by direct polynomial mapping.
Rohani K, Chen MS, Manry MT. Rohani K, et al. IEEE Trans Neural Netw. 1992;3(6):1024-6. doi: 10.1109/72.165606. IEEE Trans Neural Netw. 1992. PMID: 18276501
Given training samples of a function to be approximated, a feedforward neural network is designed which implements a polynomial approximation of the function with arbitrary accuracy. For comparison, example subnets are designed by classical backpropagation training and by …
Given training samples of a function to be approximated, a feedforward neural network is designed which implements a polynomial approximatio …
Protein Interaction Networks.
Vazquez A. Vazquez A. In: Alzate O, editor. Neuroproteomics. Boca Raton (FL): CRC Press/Taylor & Francis; 2010. Chapter 8. In: Alzate O, editor. Neuroproteomics. Boca Raton (FL): CRC Press/Taylor & Francis; 2010. Chapter 8. PMID: 21882453 Free Books & Documents. Review.
For example, the cell response to a change in environmental conditions requires the coordination between the signaling (a subnet of the protein interaction network), and the gene regulatory and metabolic networks. ...
For example, the cell response to a change in environmental conditions requires the coordination between the signaling (a subnet of t …
281 results