Ai, Cybersecurity and Data Science for Drone and Unmanned Aerial Vehicles: Real-Life Applications and Case Studies
暫譯: 無人機與無人航空載具的人工智慧、網路安全與數據科學：實際應用與案例研究

這本書探討了無人機技術和無人航空系統（UAS）在各行各業中的變革性影響，從精準農業和物流到災難應對和法醫調查。它強調了人工智慧（AI）如何整合進無人機中，以應對當前挑戰、優化操作並塑造未來的航空系統。書中提供了技術方法論、案例研究以及綜合無人機法醫的詳細路線圖，使其成為理解智能航空系統（Intelligent Aerial Systems）這一動態領域的重要資源。

- 檢視AI在無人機和UAS中的整合，提升操作效率和調查流程
- 涵蓋無人機技術不斷演變的格局，包括蜂群、自主系統和法醫方法論
- 專注於農業、物流和災難應對等特定領域，提供實用見解、真實案例和未來情境
- 探索無人機在配送和物流中的角色，通過提高效率和降低成本來改變運輸系統
- 解釋無人機在公共安全、智慧城市災難應對和法醫調查中的應用，為緊急操作提供關鍵見解

這本參考書作為專業人士、研究人員和學者了解迅速發展的無人機技術世界的綜合指南。

Shishir Kumar Shandilya is an Associate Professor in the School of Data Science and Forecasting at Devi Ahilya University in India. He is also a Visiting Professor at Liverpool Hope University in the United Kingdom. He is a Cambridge University-certified professional teacher and trainer, a TEDx speaker, an ACM Distinguished Speaker, and a senior member of IEEE. Dr. Shandilya is a NASSCOM-certified master trainer for security analysts in SOC (SSC/Q0909: 7 NVEQF Level 7). He has received the IDA Teaching Excellence Award for distinctive use of technology in teaching by the Indian Didactics Association in Bangalore (2016) and the Young Scientist Award for two consecutive years, 2005 and 2006, by the MP Science Congress and MP Council of Science and Technology. He is a highly regarded author with published research works in reputable academic publishers. Dr. Shandilya also has international and national patents and copyrights granted for adaptive cyber defense methods. His research interests include adaptive defense, advanced digital investigation, and forensic methods, explainable artificial intelligence, privacy-preserving computing, nature-inspired cryptography (NIC), and nature-inspired cyber security (NICS).

At present, Fernando Ortiz-Rodriguez is working at the Tamaulipas Autonomous University (UAT). He is a full professor and the Artificial Intelligence and Innovation (AI&I) Lab Founder and Head, corporate trainer, business and AI coach, and Information Technology strategic advisor for the National Manufacturing Association (INDEX). He is a member of level one of national systems researchers (SNI) of the prestigious National Council for Science and Technology (Conacyt) and member of the Association for Computing Machinery (ACM). He received 2021 and 2022 Latin American awards (u-gob) for implementing and developing software to help with COVID-19 diagnosis in Mexico.

Smita Shandilya (Senior Member-IEEE) is a Professor at SAGE University, Indore, with extensive experience in teaching and research. She has delivered numerous invited talks at national seminars and has published research papers in reputed international and national journals and conferences. Her primary research interests include Artificial Intelligence and Data Science. She is an integral part of the research and development section at her institute and has contributed to multiple research projects.

Gerardo Romero was born in Zacatecas, Nuevo Leon, Mexico. He received the B.S., M.S., and Ph.D. degrees in automatic control from the Autonomous University of Nuevo Leon, Mexico, in 1990, 1993, and 1997, respectively. He has been the Head of the Department of Electronics from 1999 to 2014 and the Head of Graduate Studies and Research since 2014, at the UAM Reynosa Rodhe of the Autonomous University of Tamaulipas. His research interests include robust stability analysis and control of linear and non-linear systems and their applications to robots and industrial processes.

**Shishir Kumar Shandilya** 是印度德維阿希利亞大學數據科學與預測學院的副教授。他同時也是英國利物浦霍普大學的訪問教授。他是劍橋大學認證的專業教師和培訓師，TEDx 演講者，ACM 傑出演講者，以及 IEEE 的高級會員。Shandilya 博士是 NASSCOM 認證的安全分析師 SOC (SSC/Q0909: 7 NVEQF Level 7) 的大師級培訓師。他因在教學中獨特使用技術而獲得印度教學協會在班加羅爾頒發的 IDA 教學卓越獎（2016），並於 2005 和 2006 年連續兩年獲得 MP 科學大會和 MP 科學與技術委員會頒發的青年科學家獎。他是一位備受推崇的作者，已在知名學術出版社發表研究作品。Shandilya 博士還擁有國際和國內的專利及版權，涉及自適應網絡防禦方法。他的研究興趣包括自適應防禦、先進數位調查和取證方法、可解釋的人工智慧、隱私保護計算、自然啟發的密碼學 (NIC) 和自然啟發的網絡安全 (NICS)。

目前，**Fernando Ortiz-Rodriguez** 在塔毛利帕斯自治大學 (UAT) 工作。他是全職教授，也是人工智慧與創新 (AI&I) 實驗室的創始人和負責人，企業培訓師，商業及人工智慧教練，以及國家製造協會 (INDEX) 的資訊科技戰略顧問。他是享有盛譽的國家科學與技術委員會 (Conacyt) 的國家系統研究人員 (SNI) 一級成員，也是計算機協會 (ACM) 的成員。他因在墨西哥實施和開發幫助 COVID-19 診斷的軟體而獲得 2021 和 2022 年拉丁美洲獎 (u-gob)。

**Smita Shandilya** (IEEE 高級會員) 是印度奧多爾 SAGE 大學的教授，擁有豐富的教學和研究經驗。她在全國研討會上發表了多次受邀演講，並在知名的國際和國內期刊及會議上發表了研究論文。她的主要研究興趣包括人工智慧和數據科學。她是其研究所研究與開發部門的重要成員，並參與了多個研究項目。

**Gerardo Romero** 出生於墨西哥薩卡特卡斯，Nuevo Leon。他於 1990、1993 和 1997 年在墨西哥 Nuevo Leon 自治大學獲得自動控制的學士、碩士和博士學位。他自 1999 年至 2014 年擔任電子系主任，自 2014 年以來擔任塔毛利帕斯自治大學 UAM Reynosa Rodhe 的研究生學習與研究主任。他的研究興趣包括線性和非線性系統的穩健穩定性分析與控制及其在機器人和工業過程中的應用。