Analysis of Distributional Data

Brito, Paula, Dias, Sonia

Analysis of Distributional Data
  • 出版商: CRC
  • 出版日期: 2024-05-27
  • 售價: $2,500
  • 貴賓價: 9.5 折 $2,375
  • 語言: 英文
  • 頁數: 376
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1032255714
  • ISBN-13: 9781032255712
  • 其他版本: Analysis of Distributional Data

    • 海外代購書籍(需單獨結帳)

商品描述

In the era of "Big Data," distributional data is becoming more prevalent. This book presents a synthesis of research in this area over the last twenty years. It has been carefully edited to ensure it is consistent with respect to style, level, notation. Each chapter includes examples to illustrate the topics and software where appropriate.

商品描述(中文翻譯)

在「大數據」時代，分布式數據變得越來越普遍。本書匯總了過去二十年在這個領域的研究成果。經過精心編輯，確保風格、水平和符號一致。每個章節都包含例子來說明相關主題，並在適當的情況下提供相關軟體。

作者簡介

Paula Brito is a Professor at the Faculty of Economics of the University of Porto, and a member of the Artificial Intelligence and Decision Support Research Group (LIAAD) of INESC TEC, Portugal. She holds a doctorate degree in Applied Mathematics from the University Paris Dauphine, and an Habilitation in Applied Mathematics from the University of Porto. Her current research focuses on the analysis of multidimensional complex data, known as symbolic data, for which she develops statistical approaches and multivariate analysis methodologies. In this context, she has been involved in two European research projects. Paula Brito has been president of the International Association for Statistical Computing (IASC-ISI) in 2013-2015, and of the Portuguese Association for Classification and Data Analysis for the term 2021-2023. She has been invited speaker at several international conferences, and is a regularly member of international program committees. Paula Brito has been chair of COMPSTAT 2008 and will co-chair the IFCS 2022 conference.

Sónia Dias is a Professor in the area of Mathematics at the School of Technology and Management of the Polytechnic Institute of Viana do Castelo, and a member of the Laboratory in Artificial Intelligence and Decision Support (LIAAD) of INESC TEC, Portugal. She holds a PhD in Applied Mathematics from the University of Porto (2014). Her main scientific areas of research are Data Analysis, Symbolic Data Analysis (analysis of multidimensional complex data) and Statistical/Mathematical Applications. Under this context, she has participated in several conferences and published articles in international journals and proceedings. She was a member of the organizing committee of the international Symbolic Data Analysis Workshop - SDA2018 and is a member of the organizing committee of the IFCS 2022 conference.

作者簡介(中文翻譯)

Paula Brito是波爾圖大學經濟學院的教授，也是葡萄牙INESC TEC人工智慧和決策支援研究小組（LIAAD）的成員。她擁有巴黎第九大學應用數學博士學位，以及波爾圖大學應用數學的資格證書。她目前的研究重點是多維複雜數據（即符號數據）的分析，並開發統計方法和多變量分析方法。在這個領域，她參與了兩個歐洲研究項目。Paula Brito曾於2013年至2015年擔任國際統計計算協會（IASC-ISI）主席，並於2021年至2023年擔任葡萄牙分類和數據分析協會主席。她曾應邀在多個國際會議上發表演講，並經常擔任國際計畫委員會成員。Paula Brito曾擔任COMPSTAT 2008主席，並將共同主持IFCS 2022會議。

Sónia Dias是維亞納杜卡斯特羅理工學院技術與管理學院數學領域的教授，也是葡萄牙INESC TEC人工智慧和決策支援實驗室（LIAAD）的成員。她擁有波爾圖大學應用數學博士學位（2014年）。她的主要科學研究領域包括數據分析、符號數據分析（多維複雜數據分析）和統計/數學應用。在這個背景下，她參加了多個會議，並在國際期刊和會議論文集上發表文章。她曾是國際符號數據分析研討會（SDA2018）組織委員會成員，並是IFCS 2022會議組織委員會成員。

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