Prof.Lennart Ljung与你分享“数据科学”

数据科学

从系统辨识到（深度）学习与大数据

本期“大师讲堂”我们邀请到瑞典皇家科学院院士、中国科学院数学与系统科学研究院名誉教授、美国国家工程院外籍院士Lennart Ljung教授，与我们分享“数据科学：从系统辨识到（深度）学习与大数据”。欢迎大家的参与。

主题：数据科学：从系统辨识到（深度）学习与大数据

主讲嘉宾：Lennart Ljung教授

日期：2018年9月7日（周五）

时间：15:00-16:15

地点：道远楼理事会会议室

语言：英文

Topic: Data Science: From System Identification to (Deep) Learning and Big Data

Speaker: Prof. Lennart Ljung

Date: September 7, 2018, Friday

Time: 15:00-16:15

Venue: Governing Board Meeting Room， Daoyuan Building

Language: English

讲座概要

Abstract

数据科学是一个非常热门的话题，引起了各界的大量关注。 数据科学包含了机器学习，深度学习和“大数据”等主要的研究领域，有着非常广泛的应用。与数据科学相关的学科和概念有许多，此次演讲将着重强调少数的几个核心概念。讲者将使用系统辨识- 使用数据科学构建动态系统的数学模型 - 来进一步说明和解释这些基本概念。

Data science is a topic of great interest which has reached considerable current attention. It includes central research areas such as machine learning, deep learning and "big data”. Despite the extensive nomenclature and wide application areas associated with data science, it is stressed in this presentation that there are only a few central concepts. The use of data science to build mathematical model of dynamic systems - System Identification - is a useful template to illustrate and explain the basic concepts.

主讲嘉宾简介

Speaker Profile

Lennart Ljung于1974年获得隆德大学理工学院自动控制博士学位，自1976年起担任瑞典林雪平大学自动控制系主任教授一职。他曾在莫斯科控制科学学院（IPU）、斯坦福大学、麻省理工学院、加州大学伯克利分校和纽卡斯尔大学（NSW）担任过访问学者职位。Lennart Ljung教授曾撰写了数本关于系统辨识与评估的书籍，并开发了用于Matlab的系统辨识工具箱。

Lennart Ljung教授是美国电气和电子工程师协会（IEEE）会士、国际自动控制联合会(IFAC)会士及顾问、瑞典皇家科学院（KVA）院士、瑞典皇家工程科学院（IVA）院士、匈牙利工程院的名誉院士、中国科学院数学与系统科学研究院名誉教授、美国国家工程院（NAE）外籍院士以及欧洲人文和自然科学院（Academia Europaea）院士。

2003年，Lennart Ljung教授获得了IEEE颁发的Hendrik W. Bode Lecture奖，并于2007年获得IEEE控制系统奖。 2002年，Lennart Ljung教授获得了IFAC最高荣誉Quazza Medal奖，并在2017年获得了IFAC的Nichols Medal奖。

Lennart Ljung received his PhD in Automatic Control from Lund Institute of Technology in 1974. Since 1976 he is Professor of the chair of Automatic Control In Linkoping, Sweden. He has held visiting positions at IPU (Moscow), Stanford, MIT, Berkeley and Newcastle University (NSW) and has written several books on System Identification and Estimation, as well as a major software package, The System Identification Toolbox for Matlab.

He is an IEEE Fellow, an IFAC Fellow and an IFAC Advisor. He is a member of the Royal Swedish Academy of Sciences (KVA), a member of the Royal Swedish Academy of Engineering Sciences (IVA), an Honorary Member of the Hungarian Academy of Engineering, an Honorary Professor of the Chinese Academy of Mathematics and Systems Science, and a Foreign Member of the US National Academy of Engineering (NAE) as well as a member of the Academia Europaea.

In 2003 he received the Hendrik W. Bode Lecture Prize from the IEEE Control Systems Society, and in 2007 the IEEE Control Systems Award. He received the Quazza Medal in 2002 and the Nichols Medal in 2017, both from IFAC.

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