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专家讲座|张量代数概论

Almeida 雷达学报 2022-09-26

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巴西塞阿拉州联邦大学André L. F. de Almeida副教授2021年9月15-16日在线上举办的浙江大学“智能信号处理”国际工作坊上做了题为“Introduction to Tensor Algebra”的讲座,讲座由“Introduction(P1~P29)”、“Special Decompositions(P30~P38)”、“Tensor Overview(P39~P90)”、“Tensor Decomposition(P91~P138)”和“Applications of Tensor Decompositions(P139~结束)”五部分组成。


讲座视频






讲座PPT




本讲座PPT共174张。
  • 第一部分:Introduction


  • 第二部分:Special Decompositions

  • 第三部分:Tensor Overview


  • 第四部分:Tensor Decomposition

  • 第五部分:Applications of Tensor Decompositions

专家简介






André Lima Férrer de Almeida received a double Ph.D. degree in Sciences and Teleinformatics Engineering from the University of Nice, Sophia Antipolis, France, and the Federal University of Ceará, Fortaleza, Brazil, in 2007. From 2007 to 2008, he held a one-year teaching position at the University of Nice Sophia Antipolis, France. In 2010, he joined the Teleinformatics Engineering Department of the Federal University of Ceará, where he holds the Signal Processing chair and currently is an Associate Professor. He was awarded multiple times visiting professor positions at the University of Nice Sophia Antipolis, France (2012, 2013, 2015, 2018, 2019). He served as an Associate Editor for several journals, such as the IEEE Transactions on Signal Processing (2012-2014 and 2014-2016), the IEEE Signal Processing Letters (2016-2018 and 2018-2020). He has served as Guest Editor for the EURASIP Journal on Advances in Signal Processing (2014), and the Wireless Communications and Mobile Computing (2018). He currently serves as a Senior Area Editor for the IEEE Signal Processing Letters and as an Associate Editor for the IEEE Transactions on Vehicular Technology. He also served in the Editorial Board of other journals, including Circuits, Systems & Signal Processing (2012-2018), Wireless Communications and Mobile Computing (2018-2020), the KSII Transactions on Internet and Information Systems (2012-2014), and the French journal Traitement du Signal (2016-2018).

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