eBook: Applications of Machine Learning and Deep Learning on Biological Data (DRM EPUB)
 
電子書格式: DRM EPUB
作者: Faheem Masoodi, Mohammad Quasim, Syed Bukhari, Sarvottam Dixit, Shadab Alam 
系列: Advances in Computational Collective Intelligence
分類: Biology, life sciences ,
Biotechnology ,
Electrical engineering ,
Automatic control engineering ,
Environmental science, engineering & technology ,
Artificial intelligence ,
Machine learning  
書城編號: 26032301


售價: $573.00

購買後立即進貨, 約需 1-4 天

 
 
製造商: CRC Press
出版日期: 2023/03/13
頁數: 200
ISBN: 9781000833799
 
>> 相關實體書

商品簡介
The automated learning of machines characterizes machine learning (ML). It focuses on making data-driven predictions using programmed algorithms. ML has several applications, including bioinformatics, which is a discipline of study and practice that deals with applying computational derivations to obtain biological data. It involves the collection, retrieval, storage, manipulation, and modeling of data for analysis or prediction made using customized software. Previously, comprehensive programming of bioinformatical algorithms was an extremely laborious task for such applications as predicting protein structures. Now, algorithms using ML and deep learning (DL) have increased the speed and efficacy of programming such algorithms. Applications of Machine Learning and Deep Learning on Biological Data is an examination of applying ML and DL to such areas as proteomics, genomics, microarrays, text mining, and systems biology. The key objective is to cover ML applications to biological science problems, focusing on problems related to bioinformatics. The book looks at cutting-edge research topics and methodologies in ML applied to the rapidly advancing discipline of bioinformatics. ML and DL applied to biological and neuroimaging data can open new frontiers for biomedical engineering, such as refining the understanding of complex diseases, including cancer and neurodegenerative and psychiatric disorders. Advances in this field could eventually lead to the development of precision medicine and automated diagnostic tools capable of tailoring medical treatments to individual lifestyles, variability, and the environment.Highlights include:Artificial Intelligence in treating and diagnosing schizophreniaAn analysis of ML's and DL's financial effect on healthcareAn XGBoost-based classification method for breast cancer classificationUsing ML to predict squamous diseasesML and DL applications in genomics and proteomicsApplying ML and DL to biological data
Advances in Computational Collective Intelligence

eBook: Edge Computational Intelligence for AI-Enabled IoT Systems (DRM EPUB)

eBook: Edge Computational Intelligence for AI-Enabled IoT Systems (DRM PDF)

eBook: Social Media and Crowdsourcing: Application and Analytics (DRM EPUB)

eBook: Social Media and Crowdsourcing: Application and Analytics (DRM PDF)

eBook: Technologies for Sustainable Global Higher Education (DRM EPUB)

eBook: Technologies for Sustainable Global Higher Education (DRM PDF)

eBook: Artificial Intelligence Techniques in Power Systems Operations and Analysis (DRM EPUB)

eBook: Artificial Intelligence Techniques in Power Systems Operations and Analysis (DRM PDF)

eBook: Applications of Machine Learning and Deep Learning on Biological Data (DRM EPUB)

eBook: Applications of Machine Learning and Deep Learning on Biological Data (DRM PDF)

* 以上資料僅供參考之用, 香港書城並不保證以上資料的準確性及完整性。
* 如送貨地址在香港以外, 當書籍/產品入口時, 顧客須自行繳付入口關稅和其他入口銷售稅項。

 

 

 

  我的賬戶 |  購物車 |  出版社 |  團購優惠
加入供應商 |  廣告刊登 |  公司簡介 |  條款及細則

香港書城 版權所有 私隱政策聲明

顯示模式: 電腦版 (改為: 手機版)