Graph Embedding Methods For Multiple Omics Data Analysis
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Graph Embedding Methods For Multiple Omics Data Analysis
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Author : Chen Qingfeng
language : en
Publisher: Frontiers Media SA
Release Date : 2021-11-08
Graph Embedding Methods For Multiple Omics Data Analysis written by Chen Qingfeng and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-08 with Science categories.
Neural Information Processing
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Author : Haiqin Yang
language : en
Publisher: Springer Nature
Release Date : 2020-11-18
Neural Information Processing written by Haiqin Yang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-18 with Computers categories.
The two-volume set CCIS 1332 and 1333 constitutes thoroughly refereed contributions presented at the 27th International Conference on Neural Information Processing, ICONIP 2020, held in Bangkok, Thailand, in November 2020.* For ICONIP 2020 a total of 378 papers was carefully reviewed and selected for publication out of 618 submissions. The 191 papers included in this volume set were organized in topical sections as follows: data mining; healthcare analytics-improving healthcare outcomes using big data analytics; human activity recognition; image processing and computer vision; natural language processing; recommender systems; the 13th international workshop on artificial intelligence and cybersecurity; computational intelligence; machine learning; neural network models; robotics and control; and time series analysis. * The conference was held virtually due to the COVID-19 pandemic.
Advances In Methods And Tools For Multi Omics Data Analysis
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Author : Ornella Cominetti
language : en
Publisher: Frontiers Media SA
Release Date : 2023-05-12
Advances In Methods And Tools For Multi Omics Data Analysis written by Ornella Cominetti and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-12 with Science categories.
Methodologies Of Multi Omics Data Integration And Data Mining
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Author : Kang Ning
language : en
Publisher: Springer Nature
Release Date : 2023-01-15
Methodologies Of Multi Omics Data Integration And Data Mining written by Kang Ning and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-15 with Medical categories.
This book features multi-omics big-data integration and data-mining techniques. In the omics age, paramount of multi-omics data from various sources is the new challenge we are facing, but it also provides clues for several biomedical or clinical applications. This book focuses on data integration and data mining methods for multi-omics research, which explains in detail and with supportive examples the “What”, “Why” and “How” of the topic. The contents are organized into eight chapters, out of which one is for the introduction, followed by four chapters dedicated for omics integration techniques focusing on several omics data resources and data-mining methods, and three chapters dedicated for applications of multi-omics analyses with application being demonstrated by several data mining methods. This book is an attempt to bridge the gap between the biomedical multi-omics big data and the data-mining techniques for the best practice of contemporary bioinformatics and the in-depth insights for the biomedical questions. It would be of interests for the researchers and practitioners who want to conduct the multi-omics studies in cancer, inflammation disease, and microbiome researches.
Unsupervised Learning Models For Unlabeled Genomic Transcriptomic Proteomic Data
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Author : Jianing Xi
language : en
Publisher: Frontiers Media SA
Release Date : 2022-01-05
Unsupervised Learning Models For Unlabeled Genomic Transcriptomic Proteomic Data written by Jianing Xi and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-05 with Science categories.
System Biology Methods And Tools For Integrating Omics Data Volume Ii
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Author : Liang Cheng
language : en
Publisher: Frontiers Media SA
Release Date : 2022-09-07
System Biology Methods And Tools For Integrating Omics Data Volume Ii written by Liang Cheng and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-07 with Science categories.
Machine Learning In Single Cell Rna Seq Data Analysis
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Author : Khalid Raza
language : en
Publisher: Springer Nature
Release Date : 2024-09-02
Machine Learning In Single Cell Rna Seq Data Analysis written by Khalid Raza and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-02 with Computers categories.
This book provides a concise guide tailored for researchers, bioinformaticians, and enthusiasts eager to unravel the mysteries hidden within single-cell RNA sequencing (scRNA-seq) data using cutting-edge machine learning techniques. The advent of scRNA-seq technology has revolutionized our understanding of cellular diversity and function, offering unprecedented insights into the intricate tapestry of gene expression at the single-cell level. However, the deluge of data generated by these experiments presents a formidable challenge, demanding advanced analytical tools, methodologies, and skills for meaningful interpretation. This book bridges the gap between traditional bioinformatics and the evolving landscape of machine learning. Authored by seasoned experts at the intersection of genomics and artificial intelligence, this book serves as a roadmap for leveraging machine learning algorithms to extract meaningful patterns and uncover hidden biological insights within scRNA-seq datasets.
Advanced Intelligent Computing Technology And Applications
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Author : De-Shuang Huang
language : en
Publisher: Springer Nature
Release Date : 2023-07-30
Advanced Intelligent Computing Technology And Applications written by De-Shuang Huang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-30 with Computers categories.
This three-volume set of LNCS 14086, LNCS 14087 and LNCS 14088 constitutes - in conjunction with the double-volume set LNAI 14089-14090- the refereed proceedings of the 19th International Conference on Intelligent Computing, ICIC 2023, held in Zhengzhou, China, in August 2023. The 337 full papers of the three proceedings volumes were carefully reviewed and selected from 828 submissions. This year, the conference concentrated mainly on the theories and methodologies as well as the emerging applications of intelligent computing. Its aim was to unify the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. Therefore, the theme for this conference was "Advanced Intelligent Computing Technology and Applications". Papers that focused on this theme were solicited, addressing theories, methodologies, and applications in science and technology.
Artificial Intelligence And Bioinformatics Applications For Omics And Multi Omics Studies
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Author : Angelo Facchiano
language : en
Publisher: Frontiers Media SA
Release Date : 2024-02-07
Artificial Intelligence And Bioinformatics Applications For Omics And Multi Omics Studies written by Angelo Facchiano and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-07 with Science categories.
Omics Data Integration Towards Mining Of Phenotype Specific Biomarkers In Cancer Volume Ii
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Author : Liang Cheng
language : en
Publisher: Frontiers Media SA
Release Date : 2022-11-29
Omics Data Integration Towards Mining Of Phenotype Specific Biomarkers In Cancer Volume Ii written by Liang Cheng and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-29 with Science categories.