Advances in Scalable and Intelligent Geospatial Analytics: Challenges and Applications
暫譯: 可擴展與智能地理空間分析的進展：挑戰與應用
Durbha, Surya S., Sanyal, Jibonananda, Yang, Lexie
商品描述
Advances in high-performance computing, computer vision, and big data analytics enable the efficient processing of big-geospatial data. Geospatial communities have adopted these techniques in a variety of applications. This book is a comprehensive overview of the state-of-the-art, and future developments in this domain.
商品描述(中文翻譯)
高效能計算、電腦視覺和大數據分析的進步使得大規模地理空間數據的高效處理成為可能。地理空間社群已在各種應用中採用了這些技術。本書全面概述了該領域的最新技術及未來發展。
作者簡介
Dr. Surya Durbha is a Professor at CSRE, Indian Institute of Technology Bombay (IITB). Before joining IITB, he held an adjunct faculty position in the Electrical and Computer Engineering Department at Mississippi State University. He has published over 80 peer reviewed articles and has written a book on the Internet of Things published by Oxford University Press in March 2021.
Dr. Jibonananda Sanyal serves as the Group Leader for Oak Ridge National Laboratory's Computational Urban Sciences research group. He is an IEEE Senior Member, an ACM Distinguished Speaker, and a 2017 Knoxville's 40 under 40 honoree.
Dr. Lexie Yang is a lead research scientist in the GeoAI Group at Oak Ridge National Laboratory. She leads several AI-enabled geoscience data analytics projects with large-scale multi-modality geospatial data. The recent work from her team has been widely used to support national-scale disaster assessment and management by federal and local agencies.
Dr. Sangita S. Chaudhari is a Professor in the Department of Computer Engineering, Ramrao Adik Institute of Technology Nerul, Navi Mumbai, India. She is vice chair of IEEE GRSS Mumbai Chapter and has published several journal articles and book chapters.
Dr. Ujwala Bhangale is an Associate Professor in the Department of Information Technology, at K.J. Somaiya College of Engineering, Somaiya Vidyavihar University, Mumbai, India. She has published several papers in IEEE/ACM publications.
Dr. Ujwala Bharambe is an Assistant Professor in the Department of Computer Engineering, at Thadomal Shahani Engineering College, Mumbai, India. She has published several papers in IEEE/ACM publications.
Dr. Kuldeep Kurte is a research scientist in the Computational Urban Sciences Group (CUSG) at Oak Ridge National Laboratory. He has experience working on various applications on different HPC platforms from NVIDIA Jetson Tk1 to the Summit supercomputer.
作者簡介(中文翻譯)
Dr. Surya Durbha 是印度孟買科技大學 (IITB) CSRE 的教授。在加入 IITB 之前，他曾在密西西比州立大學的電氣與計算機工程系擔任兼任教職。他已發表超過 80 篇經過同行評審的文章，並於 2021 年 3 月出版了一本關於物聯網的書籍，該書由牛津大學出版社出版。
Dr. Jibonananda Sanyal 擔任橡樹嶺國家實驗室計算城市科學研究小組的組長。他是 IEEE 高級會員、ACM 傑出演講者，並於 2017 年獲得 Knoxville 的 40 位 40 歲以下傑出青年榮譽。
Dr. Lexie Yang 是橡樹嶺國家實驗室 GeoAI 小組的首席研究科學家。她負責多個利用人工智慧的地球科學數據分析項目，這些項目涉及大規模的多模態地理空間數據。她團隊的最新研究成果已被廣泛用於支持聯邦和地方機構的國家級災害評估和管理。
Dr. Sangita S. Chaudhari 是印度孟買的 Ramrao Adik 技術學院計算機工程系的教授。她是 IEEE GRSS 孟買分會的副主席，並發表了多篇期刊文章和書籍章節。
Dr. Ujwala Bhangale 是印度孟買 K.J. Somaiya 工程學院資訊技術系的副教授。她在 IEEE/ACM 出版物上發表了多篇論文。
Dr. Ujwala Bharambe 是印度孟買 Thadomal Shahani 工程學院計算機工程系的助理教授。她在 IEEE/ACM 出版物上發表了多篇論文。
Dr. Kuldeep Kurte 是橡樹嶺國家實驗室計算城市科學小組 (CUSG) 的研究科學家。他在不同的高效能計算平台上擁有多種應用的工作經驗，從 NVIDIA Jetson Tk1 到 Summit 超級計算機。
