Artificial Intelligence and Animal Ecology: A Review
暫譯: 人工智慧與動物生態學：回顧
Ghosh, Lidia, de, Amiyangshu
- 出版商: CRC
- 出版日期: 2026-10-16
- 售價: $2,690
- 貴賓價: 9.5 折 $2,555
- 語言: 英文
- 頁數: 268
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1032795735
- ISBN-13: 9781032795737
-
相關分類:
Machine Learning
尚未上市，無法訂購
相關主題
商品描述
Artificial Intelligence and Animal Ecology: A Review explores the transformative synergy between AI and animal ecology, unveiling how cutting-edge technology is revolutionizing ecological research and conservation. This pioneering book bridges these dynamic fields, demonstrating how AI techniques--such as evolutionary algorithms and optimization methods--both draw inspiration from and advance the study of animal behavior, species interactions, and environmental adaptation. With a strong focus on innovation, it examines groundbreaking AI applications, from bio-inspired algorithms and adaptive learning to breakthroughs in animal communication and behavioral analysis. Readers will gain valuable insights into how AI deciphers complex ecological dynamics, including navigation, vocal communication, and interspecies relationships. The book also addresses ethical considerations, ensuring responsible AI integration in ecological research.
More than just a review, this book is a call to action. It empowers researchers, conservationists, and ecologists to embrace AI-driven solutions, fostering interdisciplinary collaboration and expanding the frontiers of ecological knowledge. As AI continues to evolve, Artificial Intelligence and Animal Ecology: A Review provides a vital roadmap for addressing environmental challenges with innovation and a deeper appreciation of the natural world.
商品描述(中文翻譯)
《Artificial Intelligence and Animal Ecology: A Review》探討 AI 與動物生態學之間具有轉型意義的協同效應，揭示尖端科技如何革新生態研究與保育工作。本書開創性地串聯這兩個充滿活力的領域，說明演化演算法（evolutionary algorithms）與最佳化方法（optimization methods）等 AI 技術，如何一方面從動物行為中汲取靈感，另一方面推進對動物行為、物種互動及環境適應的研究。全書高度重視創新，探討從仿生演算法（bio-inspired algorithms）與適應式學習（adaptive learning），到動物溝通與行為分析等領域的突破性 AI 應用。讀者將深入了解 AI 如何解析複雜的生態動態，包括導航、聲音溝通及種間關係。本書也探討倫理考量，確保 AI 能以負責任的方式整合至生態研究之中。
本書不僅是一部回顧性著作，更是一項行動呼籲。它鼓勵研究人員、保育工作者與生態學家採用 AI 驅動的解決方案，促進跨領域合作，並拓展生態知識的疆界。隨著 AI 持續發展，《Artificial Intelligence and Animal Ecology: A Review》為運用創新思維與對自然世界更深層的理解來應對環境挑戰，提供了一份不可或缺的藍圖。
作者簡介
Lidia Ghosh (Gold-Medalist, M.Tech., JU) is an Assistant Professor in the Department of Computer Application at the RCC Institute of Information Technology, Kolkata, India. She was a Postdoctoral Fellow at Liverpool Hope University, UK, and has received multiple prestigious fellowships, including the Rashtriya Uchchatara Shiksha Abhiyan Doctoral Fellowship. She has published over 50 research papers and serves as a reviewer for top IEEE journals. Her research focuses on cognitive neuroscience, deep learning, type-2 fuzzy sets, and human memory formation.
Amiyangshu De is a PhD candidate at the Indian Institute of Technology Kharagpur, currently working on context dependent auditory encoding of simple and complex sounds in the mouse brain. He is a pharmacy graduate with diverse domains of expertise from various academic backgrounds like pharmaceutical chemistry, cognitive science, animal behavior, molecular and system neuroscience. He has worked in different domains like cognitive loads and working memory, philosophical aspects of the co-evolution of language and cognition, and transcriptional regulations of adult neurogenesis. He has valuable contributions in multiple journals and conference presentations.
作者簡介(中文翻譯)
Lidia Ghosh（JU 工程學碩士，金牌得主）是印度加爾各答 RCC Institute of Information Technology 電腦應用系的助理教授。她曾任職於英國 Liverpool Hope University，擔任博士後研究員，並獲得多項享有盛譽的研究獎助，包括 Rashtriya Uchchatara Shiksha Abhiyan 博士研究獎助金。她已發表超過 50 篇研究論文，並擔任多本 IEEE 頂尖期刊的審稿人。她的研究領域涵蓋認知神經科學、深度學習、type-2 fuzzy sets，以及人類記憶形成。
Amiyangshu De 是 Indian Institute of Technology Kharagpur 的博士候選人，目前研究小鼠大腦對簡單與複雜聲音的情境依賴性聽覺編碼。他擁有藥學學士學位，並具備來自多元學術背景的專業知識，涵蓋藥物化學、認知科學、動物行為學、分子神經科學與系統神經科學。他曾從事多個領域的研究，包括認知負荷與工作記憶、語言與認知共同演化的哲學層面，以及成人神經新生的轉錄調控。他在多份期刊及多場研討會發表中均有重要貢獻。
