Artificial Intelligence Trends for Data Analytics Using Machine Learning and Deep Learning Approaches
暫譯: 數據分析中的人工智慧趨勢：機器學習與深度學習方法
Devi, K. Gayathri, Rath, Mamata, Linh, Nguyen Thi Dieu
- 出版商: CRC
- 出版日期: 2020-10-08
- 售價: $6,760
- 貴賓價: 9.5 折 $6,422
- 語言: 英文
- 頁數: 268
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 0367417278
- ISBN-13: 9780367417277
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相關分類:
人工智慧、Machine Learning、DeepLearning、Data Science
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相關主題
商品描述
Artificial Intelligence (AI) when incorporated with machine learning and deep learning algorithms can have a wide variety of applications today. This book focuses on the implementation of various elementary and advanced approaches in AI that can be used in various domains to solve real-time decision-making problems.
The book focuses on concepts and techniques used to run tasks in an automated manner. It discusses computational intelligence in the detection and diagnosis of clinical and biomedical images, it covers the automation of a system through machine learning and deep learning approaches, presents data analytics and mining for decision support applications, includes case-based reasoning, natural language processing, computer vision, and AI approaches in real-time applications.
Academic scientists, researchers and students in the various domains of computer science engineering, electronics and communication engineering, information technology, industrial engineers, biomedical engineers, and management will find this book useful. By the end of this book, you will have understood the fundamentals of AI and various case studies that will develop your adaptive thinking to solve real time AI problems.
商品描述(中文翻譯)
人工智慧 (AI) 結合機器學習和深度學習演算法，今天可以應用於各種領域。本書專注於在 AI 中實施各種基本和進階方法，以解決即時決策問題。
本書著重於自動化執行任務所需的概念和技術。它討論了計算智能在臨床和生物醫學影像的檢測與診斷中的應用，涵蓋了透過機器學習和深度學習方法自動化系統的過程，介紹了用於決策支持應用的數據分析和挖掘，並包括基於案例的推理、自然語言處理、計算機視覺以及在即時應用中的 AI 方法。
來自計算機科學工程、電子與通信工程、資訊科技、工業工程、生物醫學工程和管理等各個領域的學術科學家、研究人員和學生將會發現本書非常有用。在本書結束時，您將理解 AI 的基本原理以及各種案例研究，這將培養您解決即時 AI 問題的適應性思維。
作者簡介
K. Gayathri Devi, with 20 years experience working as a Professor in the Department of Electronics and Communication Engineering, Dr. N.G.P Institute of Technology, Tamilnadu, India. She has published papers in national and international Journals, and Conferences. She has Published Patents. She is the reviewer of many SCI and Scopus indexed journals. She has received many proficiency awards, grants and topper in NPTEL online certification examination. She is the Life member in ISTE, International association of Engineers and Institute of Research Engineers and Doctors. Her research interests include Medical Image Processing, Internet of Things, Artificial Intelligence and Embedded systems.
Mamata Rath has about 13 years of experience as Assistant Professor. She has good Research Publications including SCI, Scopus, dblp and Web of Science indexing in different International Journal and Conferences. Her research interests include Information Systems, Wireless Networks, Internet of Things, Computer Security, Real Time Systems, Ubiquitous Computing, Big Data and Artificial Intelligence.
Nguyen Thi Dieu Linh has more than 15 years of academic experience in electronics, IoT, Telecommunication, Big Data and Artificial Intelligence. She has published more than 10 research articles in national and international journals, books and conference proceedings. She is reviewer for Information Technology Journal, Mobile Networks and Applications Journal, and some international conferences.
作者簡介(中文翻譯)
K. Gayathri Devi 擁有 20 年的經驗，擔任印度泰米爾納德邦 N.G.P 技術學院電子與通信工程系的教授。她在國內外期刊和會議上發表了多篇論文，並擁有多項專利。她是多本 SCI 和 Scopus 索引期刊的審稿人，並獲得多項專業獎項、資助以及 NPTEL 在線認證考試的優秀成績。她是 ISTE（印度科學與工程技術協會）、國際工程師協會及研究工程師與醫生協會的終身會員。她的研究興趣包括醫學影像處理、物聯網、人工智慧和嵌入式系統。
Mamata Rath 擁有約 13 年的助理教授經驗。她在不同的國際期刊和會議上發表了多篇優秀的研究論文，包括 SCI、Scopus、dblp 和 Web of Science 索引。她的研究興趣包括資訊系統、無線網絡、物聯網、計算機安全、即時系統、無所不在計算、大數據和人工智慧。
Nguyen Thi Dieu Linh 擁有超過 15 年的學術經驗，專注於電子學、物聯網、電信、大數據和人工智慧。她在國內外期刊、書籍和會議論文集中發表了超過 10 篇研究文章。她是資訊技術期刊、移動網絡與應用期刊及一些國際會議的審稿人。
