Process Mining Techniques for Pattern Recognition: Concepts, Theory, and Practice
暫譯: 流程挖掘技術於模式識別:概念、理論與實踐

Yadav, Vikash, Dubey, Anil Kumar, Singh, Harivans Pratap

  • 出版商: CRC
  • 出版日期: 2024-10-07
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 168
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0367770504
  • ISBN-13: 9780367770501
  • 海外代購書籍(需單獨結帳)

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商品描述

This book presents the theory and practice of Process Mining Techniques with a detailed focus on Pattern Recognition of diverse themes: Society, Science, Medical, Engineering, and business. The book discusses several perspectives of process mining techniques in the broader context of data science and big data approaches.

商品描述(中文翻譯)

本書介紹了流程挖掘技術的理論與實踐,詳細聚焦於多樣主題的模式識別:社會、科學、醫療、工程和商業。書中討論了流程挖掘技術在數據科學和大數據方法的更廣泛背景下的幾個視角。

作者簡介

Vikash Yadav received B.Tech. Degree from Uttar Pradesh Technical University, Lucknow, India in 2009 and M.Tech. Degree from Motilal Nehru National Institute of Technology, Prayagraj, Allahabad, India in 2013. He obtained the Ph.D. degree from Dr. APJ Abdul Kalam Technical University, Lucknow, India in 2017. Dr. Yadav is working as in the Department of Technical Education, Uttar Pradesh, India. He has published more than 50 articles in reputed SCIE and Scopus index journals. His research interests include Image Processing, Data Mining and Machine Learning. Dr. Yadav is member of various technical research societies such as IEEE, ACM, CSI & IAENG etc.

Anil Kumar Dubey received B.Tech. Degree from Uttar Pradesh Technical University Lucknow, India in 2008, and M.Tech. Degree from Rajasthan Technical University Kota, India in 2010. He obtained the Ph.D. degree from the Career Point University Kota, India in 2015. Dr. Dubey is an Assistant Professor (Selection Grade) in CSE department at ABES Engineering College, Ghaziabad, India. He has published several articles in reputed SCIE and Scopus index journals. His research interests include: Human Computer Interaction, Software Engineering and Artificial Intelligence. Dr. Dubey is member of various technical research societies such as SMIEEE, MACM, IEEE CS & LMISTE, CSTA, etc.

Gaurav Dubey has a total academic and research experience of 20 years, currently he is working as Professor in CSE department in ABES Engineering College, Ghaziabad, U.P, since January 2018. He served as Assistant professor (ASET CSE) in Amity University Noida campus for 15 years (2002-2017). He published 6 patents and 33 research papers (02 SCI, 31 SCOPUS) in various International journal, Conferences and book chapters. He completed his Ph.D. in 2017 from Amity University, Noida in CSE domain (Research specialization Machine learning). He has various professional memberships like IEEE, ACM, IETE.

Harivans Pratap Singh received B.Tech. Degree from Uttar Pradesh Technical University, Lucknow, India in 2008 and M.Tech. Degree from Uttarakhand Technical University, Dehradun, India in 2013. He is having total 12 years of experience in IT industry and Teaching all together. Work as corporate trainer in Tech Mahindra for Software Engineering & Software Testing (Manual & Automation). His research work includes Latent fingerprint indexing their segmentation and identification efficiency. Other area of interest is Software Testing, RPA (Robotics Process Automation) on UiPath Studio, UML et Design Patterns.

Erma Suryani received her B.Sc. and M.T. degrees from the Institut Teknologi Sepuluh Nopember (ITS), Indonesia in 1994 and 2001, respectively. She obtained her Ph. D. degree from the National Taiwan University of Science and Technology (NTUST), Taiwan in 2010. She has been working as a professor at the Institut Teknologi Sepuluh Nopember (ITS), Indonesia since 2005. Her current research interests are model driven decision support systems, supply chain management, operation research, system dynamics with their applications in food security and sustainable transport.

作者簡介(中文翻譯)

Vikash Yadav於2009年獲得印度烏塔爾邦技術大學(Uttar Pradesh Technical University, Lucknow)頒發的B.Tech.學位,並於2013年獲得印度普拉亞格拉傑的莫蒂拉爾·尼赫魯國立技術學院(Motilal Nehru National Institute of Technology, Prayagraj, Allahabad)頒發的M.Tech.學位。他於2017年獲得印度APJ阿布杜勒·卡拉姆技術大學(Dr. APJ Abdul Kalam Technical University, Lucknow)的博士學位。Yadav博士目前在印度烏塔爾邦技術教育部工作。他在知名的SCIE和Scopus索引期刊上發表了超過50篇文章。他的研究興趣包括影像處理(Image Processing)、資料探勘(Data Mining)和機器學習(Machine Learning)。Yadav博士是多個技術研究社團的成員,如IEEE、ACM、CSI和IAENG等。

Anil Kumar Dubey於2008年獲得印度烏塔爾邦技術大學(Uttar Pradesh Technical University, Lucknow)頒發的B.Tech.學位,並於2010年獲得印度拉賈斯坦技術大學(Rajasthan Technical University, Kota)頒發的M.Tech.學位。他於2015年獲得印度職業點大學(Career Point University, Kota)的博士學位。Dubey博士是印度加濟阿巴德ABES工程學院(ABES Engineering College, Ghaziabad)計算機科學與工程系的助理教授(選拔級)。他在知名的SCIE和Scopus索引期刊上發表了多篇文章。他的研究興趣包括人機互動(Human Computer Interaction)、軟體工程(Software Engineering)和人工智慧(Artificial Intelligence)。Dubey博士是多個技術研究社團的成員,如SMIEEE、MACM、IEEE CS和LMISTE、CSTA等。

Gaurav Dubey擁有20年的學術和研究經驗,目前自2018年1月起在印度加濟阿巴德的ABES工程學院(ABES Engineering College, Ghaziabad)計算機科學與工程系擔任教授。他曾在阿米提大學(Amity University)諾伊達校區擔任助理教授(ASET CSE)15年(2002-2017)。他在各種國際期刊、會議和書籍章節中發表了6項專利和33篇研究論文(02 SCI,31 SCOPUS)。他於2017年在阿米提大學(Amity University, Noida)完成了計算機科學領域的博士學位(研究專長為機器學習)。他擁有多個專業會員資格,如IEEE、ACM和IETE。

Harivans Pratap Singh於2008年獲得印度烏塔爾邦技術大學(Uttar Pradesh Technical University, Lucknow)頒發的B.Tech.學位,並於2013年獲得印度烏塔拉坎德技術大學(Uttarakhand Technical University, Dehradun)頒發的M.Tech.學位。他在IT產業和教學方面擁有12年的總經驗。曾在Tech Mahindra擔任企業培訓師,專注於軟體工程和軟體測試(手動與自動化)。他的研究工作包括潛在指紋的索引、分割及識別效率。其他研究興趣包括軟體測試、UiPath Studio上的RPA(機器人流程自動化)、UML及設計模式。

Erma Suryani於1994年和2001年分別獲得印尼十月科技學院(Institut Teknologi Sepuluh Nopember, ITS)的B.Sc.和M.T.學位。她於2010年獲得國立台灣科技大學(National Taiwan University of Science and Technology, NTUST)的博士學位。自2005年以來,她一直在印尼十月科技學院(Institut Teknologi Sepuluh Nopember, ITS)擔任教授。她目前的研究興趣包括模型驅動的決策支持系統、供應鏈管理、運籌學、系統動力學及其在食品安全和可持續運輸中的應用。