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Information Retrieval in Bioinformatics : A Practical Approach / edited by Soumi Dutta, Saikat Gochhait
版 | 1st ed. 2022. |
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出版者 | Singapore : Springer Nature Singapore : Imprint: Palgrave Macmillan |
出版年 | 2022 |
本文言語 | 英語 |
大きさ | XIII, 157 p. 9 illus., 5 illus. in color : online resource |
著者標目 | Dutta, Soumi editor Gochhait, Saikat editor SpringerLink (Online service) |
件 名 | LCSH:Data mining LCSH:Information storage and retrieval systems LCSH:Quantitative research LCSH:Database management LCSH:Artificial intelligence FREE:Data Mining and Knowledge Discovery FREE:Information Storage and Retrieval FREE:Data Analysis and Big Data FREE:Database Management FREE:Artificial Intelligence |
一般注記 | Chapter 1. Bioinformatics Overviews -- chapter 2. Artificial Intelligence in Biological Sciences: A Brief Overview -- chapter 3. A Review of Recent Advances in Translational Bioinformatics and Systems Biomedicine -- chapter 4. Application of Bioinformatics in Agricultural Pest Management: An Overview of the Evolving Technologies -- Chapter 5. Application of Bioinformatics in Healthcare and Medicine -- Chapter 6. Information Retrieval in Bioinformatics: State of the Art and Challenges -- Chapter 7. hybrid support vector machine with gray wolf optimization for classifying multivariate data -- Chapter 8. Bioinformatics and Its Application in Computing Biological Data. The book presents the results of studies on selected problems (such as predictive model of transcription initiation and termination, protein recognition codes, protein structure prediction, feature selection for disease prediction, information retrieval from medical imaging) of Bioinformatics and Information Retrieval. Information Retrieval is one of the contemporary answers to new challenges in threat evaluation of composite systems. This book provides a practical course in computational data analysis suitable for students or researchers with no previous exposure to computer programming. It describes in detail the theoretical basis for statistical analysis techniques used throughout the textbook, from basic principles. It presents walk-throughs of data analysis tasks using different tools to help in taking decisions in healthcare management HTTP:URL=https://doi.org/10.1007/978-981-19-6506-7 |
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電子ブック | 配架場所 | 資料種別 | 巻 次 | 請求記号 | 状 態 | 予約 | コメント | ISBN | 刷 年 | 利用注記 | 指定図書 | 登録番号 |
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電子ブック | オンライン | 電子ブック |
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Springer eBooks | 9789811965067 |
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EB00228165 |
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データ種別 | 電子ブック |
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分 類 | LCC:QA76.9.D343 DC23:006.312 |
書誌ID | 4000986071 |
ISBN | 9789811965067 |