Decision Sciences in Bioinformatics: Theory and Practice
暫譯: 生物資訊學中的決策科學：理論與實踐

Sumathi, S., Rajappa, Suresh V., Kumar, B. Vinoth

Decision Sciences in Bioinformatics: Theory and Practice
  • 出版商: CRC
  • 出版日期: 2026-03-17
  • 售價: $5,160
  • 貴賓價: 9.8 折 $5,056
  • 語言: 英文
  • 頁數: 192
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032535490
  • ISBN-13: 9781032535494
  • 相關分類: 生物資訊 Bioinformatics

    • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Bioinformatics deals with computational and mathematical approaches for understanding and processing biological data. This book highlights the computational procedures and the applications evolving around the biological data, including usage of decision sciences for a variety of applications, namely text mining, "OMIC" sciences, systems biology, analyzing biological/medical images, computer-aided diagnosis/treatment of diseases, decision sciences for public health with COVID-19 data, biodiversity, smart wearables, personalized medicine, data deluge issues, and knowledge management.

Key Features:

  • Presents exclusive material on decision sciences in bioinformatics

  • Highlights the computational procedures and applications evolving around biological data

  • Provides solution to problems in bioinformatics with decision sciences

  • Addresses the research gaps in bioinformatics

  • Includes case studies emphasizing societal needs

This book is aimed at researchers and graduate students in bioinformatics and data analytics.

商品描述(中文翻譯)

生物資訊學涉及理解和處理生物數據的計算和數學方法。本書強調圍繞生物數據的計算程序和應用，包括決策科學在各種應用中的使用，這些應用包括文本挖掘、'OMIC' 科學、系統生物學、生物/醫學影像分析、計算輔助診斷/治療疾病、針對 COVID-19 數據的公共衛生決策科學、生物多樣性、智慧穿戴裝置、個人化醫療、數據洪流問題以及知識管理。

主要特點：
- 提供生物資訊學中決策科學的獨家資料
- 突出圍繞生物數據的計算程序和應用
- 提供使用決策科學解決生物資訊學問題的方案
- 解決生物資訊學中的研究空白
- 包含強調社會需求的案例研究

本書旨在針對生物資訊學和數據分析領域的研究人員及研究生。

作者簡介

S. Sumathi is a Professor in the Department of Electrical and Electronics Engineering, PSG College of Technology, Coimbatore with teaching and research experience of 34 years. Her research interests include Neural Networks, Fuzzy Systems and Genetic Algorithms, Pattern Recognition and Classification, Data Warehousing and Data Mining, Operating systems and Parallel Computing. She is the author of more than 40 papers in refereed journals and international conferences. She has authored 10 books with reputed publishers such as Springer, CRC Press and Nova Publishers.

Suresh V. Rajappa PhD PMP MBA is a seasoned senior IT management consulting professional with 25 years' experience leading large global IT programs and projects in IT Strategy, Finance IT (FINTECH) Transformation Strategy, BI and data warehousing / Data Analytics and Management for multiple fortune 100 clients across diverse industries, generating millions of dollars to top and bottom lines.

B. Vinoth Kumar is a Professor in the Department of Information Technology at PSG College of Technology, with 20 years of experience. His current research interests include Computational Intelligence, Memetic Algorithms, Affective Computing, and Image Processing. He has authored over 60 papers in refereed journals and international conferences. Additionally, he has edited eight books published by reputed publishers such as Springer and CRC Press. He also serves as a guest editor and reviewer for numerous journals from leading publishers including IEEE, Elsevier, Springer, Inderscience, and De Gruyter.

Surekha P. is an Assistant Professor (Sr. Gr) in the Department of Electrical and Electronics Engineering, Amrita School of Engineering, Bengaluru, Amrita Vishwa Vidyapeetham, India with 20 years of experience in teaching, industry and research. She has published 35 papers in International and National journals and conferences. She has authored 7 books with leading publishers such as CRC Press and Springer. Her research interests include Control Systems, Computational Intelligence, Machine Learning, Signal and Image Processing, Embedded Systems, Real time operating systems, and Virtual Instrumentation.

P. Sivakumar is an Assistant Professor (Sl.Gr) in the Department of Electrical and Electronics Engineering, PSG College of Technology, Coimbatore with teaching and research experience of 18 years.. He completed his Ph.D. in Electrical Engineering with a specialization in Automotive Embedded Software in the year 2018 from Anna University, PSG College of Technology. His research interests include Embedded System, Model Based Design, and Model- Based testing of Automotive Software, Automotive Software Development, Fog and Edge Computing. He serves as a Guest Editor/Reviewer of journals with leading publishers such as Inderscien

作者簡介(中文翻譯)

S. Sumathi 是印度科印巴多的 PSG 科技學院電機與電子工程系的教授，擁有 34 年的教學和研究經驗。她的研究興趣包括神經網絡、模糊系統和遺傳演算法、模式識別與分類、數據倉儲和數據挖掘、操作系統和並行計算。她在同行評審的期刊和國際會議上發表了超過 40 篇論文，並與知名出版社如 Springer、CRC Press 和 Nova Publishers 合著了 10 本書籍。

Suresh V. Rajappa 博士 PMP MBA 是一位資深的 IT 管理顧問專業人士，擁有 25 年的經驗，領導大型全球 IT 計劃和項目，專注於 IT 策略、金融 IT (FINTECH) 轉型策略、商業智慧 (BI) 和數據倉儲 / 數據分析與管理，為多家財富 100 強客戶在各行各業創造了數百萬美元的收益。

B. Vinoth Kumar 是 PSG 科技學院資訊科技系的教授，擁有 20 年的經驗。他目前的研究興趣包括計算智能、模因演算法、情感計算和影像處理。他在同行評審的期刊和國際會議上發表了超過 60 篇論文。此外，他編輯了八本由知名出版社如 Springer 和 CRC Press 出版的書籍。他還擔任多本期刊的客座編輯和審稿人，這些期刊來自包括 IEEE、Elsevier、Springer、Inderscience 和 De Gruyter 等知名出版社。

Surekha P. 是印度班加羅爾 Amrita 工程學院電機與電子工程系的助理教授 (高級) ，擁有 20 年的教學、產業和研究經驗。她在國際和國內期刊及會議上發表了 35 篇論文，並與知名出版社如 CRC Press 和 Springer 合著了 7 本書籍。她的研究興趣包括控制系統、計算智能、機器學習、信號與影像處理、嵌入式系統、實時操作系統和虛擬儀器。

P. Sivakumar 是 PSG 科技學院電機與電子工程系的助理教授 (初級) ，擁有 18 年的教學和研究經驗。他於 2018 年在安娜大學 PSG 科技學院獲得電機工程博士學位，專攻汽車嵌入式軟體。他的研究興趣包括嵌入式系統、基於模型的設計和汽車軟體的基於模型的測試、汽車軟體開發、霧計算和邊緣計算。他擔任多本期刊的客座編輯/審稿人，這些期刊來自知名出版社如 Inderscience。

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