Applied Computer Vision and Soft Computing with Interpretable AI
暫譯: 應用電腦視覺與可解釋的人工智慧軟體計算
Shinde, Swati V., Medhane, Darshan V., Castillo, Oscar
- 出版商: CRC
- 出版日期: 2025-05-27
- 售價: $2,320
- 貴賓價: 9.5 折 $2,204
- 語言: 英文
- 頁數: 316
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1032417269
- ISBN-13: 9781032417264
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相關分類:
人工智慧、Computer Vision
海外代購書籍(需單獨結帳)
相關主題
商品描述
This reference text presents the knowledge base of computer vision and soft computing techniques with their applications for sustainable developments.
商品描述(中文翻譯)
這本參考書介紹了計算機視覺和軟計算技術的知識基礎,以及它們在可持續發展中的應用。
作者簡介
Prof. Dr. Swati V Shinde has completed Ph.D. in Computer Science and Engineering, from Swami Ramanand Teertha Marathwada University, Nanded. She has total 22 years of teaching experience and currently she is working as a Dean-R&D and Professor- Computer Engineering, Pimpri Chinchwad College of Engineering (PCCoE), Pune. She has worked as a HOD-IT for seven years in PCCoE. Her research interests include Machine Learning, Deep Learning, Soft Computing, Artificial Neural Network and Fuzzy Logic. She has published 100+ research papers in reputed conferences and journals. She received the six Best Paper Awards in different IEEE Conferences. She has filed seven research patents. She has received the DST research project grant of almost Rs. 37 lakhs. She also has received the research grant of SPPU University, Pune, the International FDP grant by SPPU and also the conference grant by AICTE. She is the certified trainer and ambassador of NVDIA's Deep Learning Institute. She conferred with the "Dr. APJ Abdul Kalam Women Achievers Award" by IITech Banglore. She got awarded by Indo Global Engineering Excellence Award by Indo Global Chamber of Commerce Industries and agriculture, Also received the First award for her prototype by SERB at IIT Kanpur.
Dr. Darshan V Medhane is working as an Associate Professor and Head of department of Computer Engineering, Maratha Vidya Prasarak Samaj's KBT College of Engineering, Nashik. Formerly he was working as an Assistant Professor in Computer Science and Engineering at Indian Institute of information Technology, Pune (An institute of National Importance, established by MHRD, India). He holds a doctorate from the Vellore Institute of Technology, Vellore. He has twleve years of experience in teaching. He has published several research works in reputed peer reviewed journals like IEEE Transactions and have many SCI and Scopus indexed papers on his credit. He has published 20+ authored books and few book chapters. He completed the funded research project sanctioned by B.C.U.D., University of Pune and other by SEED, Ministry of Science and Technology. He was awarded as Best Student Award during Engineering, Best Paper Awards, University Rank holder. He is serving as reviewer for Journals of IEEE, Elsevier, Wiley, Taylor & Francis, etc. He has delivered 30+ talks on different topics. He is a member of IEEE and IET. His research interests include Cyber Physical Systems, Computational Intelligence, Evolutionary Multi objective Optimization, Position Monitoring Systems, Automata Theory, and Distributed Computing Systems.
Oscar Castillo holds the Doctor in Science degree (Doctor Habilitatus) in Computer Science from the Polish Academy of Sciences (with the Dissertation "Soft Computing and Fractal Theory for Intelligent and Manufacturing"). He is a Professor of Computer Science in the Graduate Division, Tijuana Institute of Technology, Tijuana, Mexico. In addition, he is serving as Research Director of Computer Science and head of the research group on Hybrid Fuzzy Intelligent Systems. Currently, he is President of HAFSA (Hispanic American Fuzzy Systems Association) and Past President of IFSA (International Fuzzy Systems Association). Prof. Castillo is also Chair of the Mexican Chapter of the Computational Intelligence Society (IEEE). He also belongs to the Technical Committee on Fuzzy Systems of IEEE and to the Task Force on "Extensions to Type-1 Fuzzy Systems". He is also a member of NAFIPS, IFSA and IEEE. He belongs to the Mexican Research System (SNI Level 3). His research interests are in Type-2 Fuzzy Logic, Fuzzy Control, Neuro-Fuzzy and Genetic-Fuzzy hybrid approaches. He has published over 300 journal papers, 10 authored books, 90 edited books, 300 papers in conference proceedings, and more than 300 chapters in edited books, in total more than 1000 publications (according to Scopus) with h index of 89 and more than 26000 citations according to Google Scholar. He has been Guest Editor of several successful Special Issues in the past, like in the following journals: Applied Soft Computing, Intelligent Systems, Information Sciences, Soft Computing, Non-Linear Studies, Fuzzy Sets and Systems, JAMRIS and Engineering Letters. He is currently Associate Editor of the Information Sciences Journal, Journal of Engineering Applications on Artificial Intelligence, International Journal of Fuzzy Systems, Journal of Complex Intelligent Systems, Granular Computing Journal and Intelligent Systems Journal (Wiley). He was Associate Editor of Journal of Applied Soft Computing and IEEE Transactions on Fuzzy Systems. He has been elected IFSA Fellow in 2015 and MICAI Fellow in 2016. Finally, he recently received the Recognition as Highly Cited Researcher in 2017 and 2018 by Clarivate Analytics and Web of Science.
作者簡介(中文翻譯)
斯瓦提·V·辛德教授博士於南德的斯瓦米·拉馬南德·提爾塔大學獲得計算機科學與工程的博士學位。她擁有22年的教學經驗,目前擔任普納的皮姆普里·欽查瓦德工程學院(Pimpri Chinchwad College of Engineering, PCCoE)的研發院院長及計算機工程教授。她曾在PCCoE擔任資訊科技系主任七年。她的研究興趣包括機器學習、深度學習、軟計算、人工神經網絡和模糊邏輯。她在知名會議和期刊上發表了100多篇研究論文,並在不同的IEEE會議中獲得六項最佳論文獎。她已申請七項研究專利,並獲得了約370萬盧比的DST研究項目資助。她還獲得了普納SPPU大學的研究資助、SPPU的國際FDP資助以及AICTE的會議資助。她是NVDIA深度學習學院的認證培訓師和大使。她獲得了由班加羅爾IITech頒發的「Dr. APJ Abdul Kalam女性成就獎」。她還獲得了由印度全球商會頒發的印度全球工程卓越獎,並在IIT坎普爾的SERB獲得了原型的第一獎。
達爾尚·V·梅達內博士目前擔任馬拉地學院KBT工程學院計算機工程系的副教授及系主任。此前,他曾在普納的印度資訊技術學院(Indian Institute of Information Technology, Pune,印度人力資源部設立的國家重要機構)擔任計算機科學與工程的助理教授。他擁有維洛爾科技學院的博士學位,並擁有十二年的教學經驗。他在IEEE Transactions等知名同行評審期刊上發表了多篇研究作品,並擁有多篇SCI和Scopus索引的論文。他出版了20多本著作和幾個書章。他完成了由普納大學B.C.U.D.批准的資助研究項目,以及由科學與技術部SEED資助的其他項目。他在工程學期間獲得最佳學生獎、最佳論文獎和大學排名獎。他擔任IEEE、Elsevier、Wiley、Taylor & Francis等期刊的審稿人,並在不同主題上發表了30多場演講。他是IEEE和IET的成員。他的研究興趣包括網絡物理系統、計算智能、演化多目標優化、位置監控系統、自動機理論和分散計算系統。
奧斯卡·卡斯蒂略擁有波蘭科學院的計算機科學博士學位(Doctor Habilitatus),其論文為「智能製造的軟計算與分形理論」。他是墨西哥蒂華納科技學院研究部的計算機科學教授,並擔任混合模糊智能系統研究小組的研究主任。目前,他是HAFSA(美洲西班牙語模糊系統協會)的會長,並曾擔任IFSA(國際模糊系統協會)的前會長。卡斯蒂略教授還是IEEE計算智能學會墨西哥分會的主席,並屬於IEEE模糊系統技術委員會及「擴展至類型1模糊系統」工作小組的成員。他也是NAFIPS、IFSA和IEEE的成員,並屬於墨西哥研究系統(SNI Level 3)。他的研究興趣包括類型2模糊邏輯、模糊控制、神經模糊和遺傳模糊混合方法。他已發表超過300篇期刊論文、10本著作、90本編輯書籍、300篇會議論文,以及300多篇編輯書章,總計超過1000篇出版物(根據Scopus),其h指數為89,根據Google Scholar的引用次數超過26000次。他曾擔任多個成功特刊的客座編輯,如《應用軟計算》、《智能系統》、《資訊科學》、《軟計算》、《非線性研究》、《模糊集與系統》、《JAMRIS》和《工程信件》。他目前是《資訊科學期刊》、《人工智慧工程應用期刊》、《國際模糊系統期刊》、《複雜智能系統期刊》、《顆粒計算期刊》和《智能系統期刊》(Wiley)的副編輯。他曾擔任《應用軟計算期刊》和《IEEE模糊系統期刊》的副編輯。他在2015年被選為IFSA Fellow,2016年被選為MICAI Fellow。最後,他最近在2017年和2018年獲得Clarivate Analytics和Web of Science頒發的高被引研究者認證。