Machine Learning for Complex and Unmanned Systems
暫譯: 複雜與無人系統的機器學習

Martinez-Carranza, Jose, Inzunza-Gonzalez, Everardo, Efren Garcia-Guerrero, Enrique

  • 出版商: CRC
  • 出版日期: 2024-02-21
  • 售價: $5,330
  • 貴賓價: 9.5$5,064
  • 語言: 英文
  • 頁數: 364
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032472243
  • ISBN-13: 9781032472249
  • 相關分類: Machine Learning
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book highlights applications that include machine learning methods to enhance new developments in complex and unmanned systems. The main topics covered under this title include: machine learning, artificial intelligence, cryptography, submarines, drones, security in healthcare, Internet of Things and robotics.

商品描述(中文翻譯)

本書強調應用機器學習方法來增強複雜和無人系統的新發展。此書涵蓋的主要主題包括:機器學習、人工智慧、密碼學、潛艇、無人機、醫療保健中的安全性、物聯網及機器人技術。

作者簡介

Esteban Tlelo Cuautle received a B.Sc. degree from Instituto Tecnológico de Puebla (ITP) México in 1993. He then received both M.Sc. and Ph.D. degrees from Instituto Nacional de Astrofísica, Óptica y Electrónica (INAOE), México in 1995 and 2000, respectively. During 1995-2000 he was with the electronics-engineering department at ITP. In 2001 he was appointed as Professor-Researcher at INAOE. He has been Visiting Researcher in the department of Electrical Engineering at University of California Riverside, USA (2009-2010), in the department of Computer Science at CINVESTAV, México City, México (2016-2017), and Visiting Lecturer at University of Electronic Science and Technology of China (UESTC, Chengdu 2014-2019). He has authored 5 books, edited 12 books and more than 300 works published in book chapters, international journals and conferences. He is member in the National System for Researchers (SNI-CONACyT-México). His research interests include integrated circuit design, optimization by metaheuristics, fractional-order chaotic systems, artificial intelligence, security in Internet of Things, and analog/RF and mixed-signal design automation tools.

Jose Martinez-Carranza is a Full-Time Principal Researcher B (equivalent to Associate Professor) in the Computer Science Department at the Instituto Nacional de Astrofisica Optica y Electronica (INAOE). In 2015, he was awarded the Newton Advanced Fellowship granted by the Newton Fund and the Royal Society in the UK. Currently, he holds an Honorary Senior Research Fellowship in the Computer Science Department at the University of Bristol in the UK. He leads a research team that has won international competitions such as 1st Place in the IEEE IROS 2017 Autonomous Drone Racing competition and 1st Place in the Regional Prize of the OpenCV AI Competition 2021. He also served as General Chair of the International Micro Air Vehicle conference, the IMAV 2021. In 2022, he joined the editorial board of the journal "Unmanned Systems". His research focuses on vision-based methods for robotics with applications in autonomous and intelligent drones.

Everardo Inzunza-Gonzalez received his Ph.D. degree in Electrical Sciences from UABC Mexico in 2013, and the M.Sc. degree in Electronics and Telecommunications from the Scientific Research and Advanced Studies Center of Ensenada (CICESE) in 2001, the B.Sc. degree in Electronics Engineering from Culiacan Institute of Technology, in 1999. He is currently a full-time Professor and Researcher of Electronics Engineering at Universidad Autónoma de Baja California (UABC-FIAD) Mexico. He is currently a reviewer for several prestigious journals. His research interest includes the Internet of things, Network Security, Data Science, Artificial Intelligence, Machine-Learning and Deep-Learning, Wireless Communication, Image Processing, WSN, Pattern Recognition, Wearable Devices, Embedded Systems, FPGA, SoC, Microcontrollers, Chaotic encryption, Image encryption, Image enhancement, Image processing, Chaotic oscillators and Applied Cryptography.

Enrique Efren García-Guerrero studied physics engineering at the University Autonomous Metropolitana, Mexico, and received the PhD and M.Sc. degree in optical physics from the Scientic Research and Advanced Studies Center of Ensenada (CICESE) Mexico. He has been with the Facultad de Ingeniería, Arquitectura y Diseño of the Universidad Autónoma de Baja California (UABC-FIAD) Mexico since 2004. His current research interest includes Image enhancement, embedded systems, chaotic cryptography, artificial intelligence, machine-learning, deep-learning, neural networks, digital image processing and optical systems.

作者簡介(中文翻譯)

**Esteban Tlelo Cuautle** 於1993年獲得墨西哥普埃布拉科技學院 (Instituto Tecnológico de Puebla, ITP) 的理學士學位。隨後,他於1995年和2000年分別獲得墨西哥國立天文學、光學與電子學研究所 (Instituto Nacional de Astrofísica, Óptica y Electrónica, INAOE) 的碩士和博士學位。在1995年至2000年間,他在ITP的電子工程系工作。2001年,他被任命為INAOE的教授兼研究員。他曾擔任美國加州大學河濱分校 (University of California Riverside) 電機工程系的訪問研究員 (2009-2010)、墨西哥城CINVESTAV計算機科學系的訪問研究員 (2016-2017),以及中國電子科技大學 (UESTC, 成都) 的訪問講師 (2014-2019)。他著有5本書,編輯12本書,並在書籍章節、國際期刊和會議上發表超過300篇作品。他是墨西哥國家研究系統 (SNI-CONACyT-México) 的成員。他的研究興趣包括集成電路設計、基於元啟發式的優化、分數階混沌系統、人工智慧、物聯網安全,以及類比/RF和混合信號設計自動化工具。

**Jose Martinez-Carranza** 是墨西哥國立天文學、光學與電子學研究所 (INAOE) 計算機科學系的全職首席研究員B(相當於副教授)。2015年,他獲得英國牛頓基金和皇家學會頒發的牛頓高級獎學金。目前,他在英國布里斯托大學 (University of Bristol) 計算機科學系擔任榮譽高級研究員。他領導的研究團隊在國際競賽中獲得了多項榮譽,包括2017年IEEE IROS自主無人機賽事的第一名和2021年OpenCV AI競賽的區域獎第一名。他還擔任2021年國際微型空中載具會議 (IMAV 2021) 的總主席。2022年,他加入了期刊《無人系統》(Unmanned Systems)的編輯委員會。他的研究專注於基於視覺的方法在自主和智能無人機中的應用。

**Everardo Inzunza-Gonzalez** 於2013年獲得墨西哥UABC的電氣科學博士學位,並於2001年獲得恩塞納達科學研究與高級研究中心 (CICESE) 的電子與電信碩士學位,以及1999年獲得庫利亞坎科技學院的電子工程學士學位。他目前是墨西哥下加利福尼亞自治大學 (Universidad Autónoma de Baja California, UABC-FIAD) 的全職電子工程教授和研究員。他目前是幾本知名期刊的審稿人。他的研究興趣包括物聯網、網絡安全、數據科學、人工智慧、機器學習和深度學習、無線通信、圖像處理、無線傳感器網絡 (WSN)、模式識別、可穿戴設備、嵌入式系統、FPGA、SoC、微控制器、混沌加密、圖像加密、圖像增強、圖像處理、混沌振盪器和應用密碼學。

**Enrique Efren García-Guerrero** 在墨西哥自治大學 (Universidad Autónoma Metropolitana) 學習物理工程,並獲得恩塞納達科學研究與高級研究中心 (CICESE) 的光學物理博士和碩士學位。自2004年以來,他一直在墨西哥下加利福尼亞自治大學 (UABC-FIAD) 的工程、建築與設計學院工作。他目前的研究興趣包括圖像增強、嵌入式系統、混沌密碼學、人工智慧、機器學習、深度學習、神經網絡、數字圖像處理和光學系統。