eUTOPIA: solUTion for Omics data PreprocessIng and Analysis

Source Code for Biology and Medicine ◽

10.1186/s13029-019-0071-7 ◽

2019 ◽

Vol 14 (1) ◽

Author(s):

Veer Singh Marwah ◽

Giovanni Scala ◽

Pia Anneli Sofia Kinaret ◽

Angela Serra ◽

Harri Alenius ◽

...

Keyword(s):

Data Preprocessing ◽

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Review for "The Musculoskeletal Knowledge Portal: Making Omics Data Useful to the Broader Scientific Community"

10.1002/jbmr.4147/v1/review3 ◽

2020 ◽

Keyword(s):

Scientific Community ◽

Knowledge Portal

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Data Preprocessing and Transformation Technique to Generate Pattern from the Web Log

International conference on Computer Science and Information Systems (ICSIS’2014) Oct 17-18, 2014 Dubai (UAE) ◽

10.15242/iie.e1014019 ◽

2014 ◽

Keyword(s):

Data Preprocessing ◽

Transformation Technique ◽

Web Log ◽

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0311 - Effect of ammonia on the dynamics of anaerobic digestion microbiome: omics data integration in a time-course context

10.26226/morressier.5b5199beb1b87b000ecee94b ◽

2018 ◽

Author(s):

Olivier Chapleur

Keyword(s):

Anaerobic Digestion ◽

Data Integration ◽

Time Course ◽

Omics Data Integration

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Faculty Opinions recommendation of Integrating Omics data for signaling pathways, interactome reconstruction, and functional analysis.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.10631956.11516054 ◽

2011 ◽

Author(s):

Marylyn Ritchie ◽

Stephen Turner

Keyword(s):

Functional Analysis ◽

Signaling Pathways ◽

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Faculty Opinions recommendation of A consensus orthogonal partial least squares discriminant analysis (OPLS-DA) strategy for multiblock Omics data fusion.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.722682169.793534129 ◽

2017 ◽

Author(s):

Robert Powers ◽

Eli Riekeberg

Keyword(s):

Discriminant Analysis ◽

Data Fusion ◽

Least Squares ◽

Partial Least Squares ◽

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Model selection based on particle swarm optimization for omics data classification

JOURNAL OF SHENZHEN UNIVERSITY SCIENCE AND ENGINEERING ◽

10.3724/sp.j.1249.2016.03264 ◽

2016 ◽

Vol 33 (3) ◽

pp. 264 ◽

Author(s):

Junshan Yang ◽

Zhen Ji ◽

Weixin Xie ◽

Zexuan Zhu

Keyword(s):

Particle Swarm Optimization ◽

Model Selection ◽

Particle Swarm ◽

Data Classification ◽

Swarm Optimization

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Integrative Analysis of Multi-omics Data Reveals AP-1 Is a Key Regulator in Intrahepatic Cholangiocarcinoma

SSRN Electronic Journal ◽

10.2139/ssrn.3559522 ◽

2020 ◽

Author(s):

Ke He ◽

Yuliang Feng ◽

Sanqi An ◽

Jianguo Xu ◽

Fei Liu ◽

...

Keyword(s):

Intrahepatic Cholangiocarcinoma ◽

Integrative Analysis ◽

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Omics Data and Artificial Intelligence: New Challenges for Gene Therapy

Current Gene Therapy ◽

10.2174/156652322001200604150041 ◽

2020 ◽

Vol 20 (1) ◽

pp. 1-1

Author(s):

Liang Cheng

Keyword(s):

Artificial Intelligence ◽

Gene Therapy ◽

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Design of radial basis function neural network classifier realized with the aid of data preprocessing techniques: design and analysis

International Journal of General Systems ◽

10.1080/03081079.2015.1072523 ◽

2015 ◽

Vol 45 (4) ◽

pp. 434-454 ◽

Author(s):

Sung-Kwun Oh ◽

Wook-Dong Kim ◽

Witold Pedrycz

Keyword(s):

Neural Network ◽

Radial Basis Function ◽

Basis Function ◽

Data Preprocessing ◽

Neural Network Classifier ◽

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Comparison between instrumental variable and mediation-based approaches for reconstructing causal gene networks in yeast

Molecular Omics ◽

10.1039/d0mo00140f ◽

2021 ◽

Author(s):

Adriaan-Alexander Ludl ◽

Tom Michoel

Keyword(s):

Instrumental Variable ◽

Gene Networks ◽

Causal Gene ◽

Causal Networks ◽

Transcriptomics Data ◽

A Cell ◽

Flow Of Information

Causal gene networks model the flow of information within a cell. Reconstructing causal networks from omics data is challenging because correlation does not imply causation. When genomics and transcriptomics data...

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