hosted by Krishna Gummadi
"Towards Human Behavior Modeling from (Big) Data: From smart rooms, cars and phones to COVID-19"
( MPI-SWS talk in Kooperation mit dem Fachbereich Informatik)
Human Behavior Modeling and Understanding is a key challenge in the development of intelligent systems. In my talk I will describe a few of the projects that I have carried out over the course of the past 25 years to address this challenge. In particular, I will give an overview of my work on Smart Rooms (real-time facial expression recognition and visual surveillance), Smart Cars (driver maneuver recognition), Smart Offices (multi-modal office activity recognition), Smart Mobile Phones (boredom inference) and finally a Smart World (pandemics and specifically COVID-19). On this last area, I will share the lessons learned during the past 8 months as Commissioner to the President of the Valencian Government in Spain on AI and Data Science against COVID-19. It is a very special initiative of collaboration between the civil society at large (through the survey), the scientific community and a public administration (at the President level)
Bio: Oliver, Nuria, PhDCo-founder and Vicepresident of ELLIS, The European Laboratory for Learning and Intelligent SystemsChief Data Scientist, Data-Pop Alliance, New York, USA and SpainCommissioner for the President of the Valencian Government on AI and Data Science against COVID-19Nuria Oliver is Chief Data Scientist at Data-Pop Alliance, Chief Scientific Advisor at the Vodafone Institute, co-founder and vice-president of ELLIS (The European Laboratory for Learning and Intelligent Systems) and co-founder of the Alicante ELLIS Unit, devoted to research on "Human(ity)-centric Artificial Intelligence". She is a Telecommunications Engineer from the Universidad Politécnica de Madrid and holds a PhD in Artificial Intelligence from the Massachusetts Institute of Technology (MIT). In March 2020, she was named Commissioner for the President of the Valencian Region on AI Strategy and Data Science to fight Covid-19. Since then, she has led a team of with 20+ data scientists. She is an independent member of the Board of Directors at Bankia.She has over 25 years of research experience in the areas of human behavior modeling and prediction from data and human-computer interaction. She has been a researcher at Microsoft Research (Redmond, WA), the first female Scientific Director at Telefonica R&D for over 8 years and the first Director of Research in Data Science at Vodafone globally (2017-2019).Her work in the computational modeling of human behavior using Artificial Intelligence techniques, human-computer interaction, mobile computing and Big Data analysis - especially for the Social Good is well known with over 160 scientific publications that have received more than 18,000 citations and a ten best paper award nominations and awards. She is co-inventor of over 40 filed patents and she is a regular keynote speaker at international conferences. Her work has contributed to the improvement of services, the creation of new services, the definition of business strategies and the creation of new companies.Nuria is the only Spanish researcher recognized by the ACM as Distinguished Scientist (2015) and Fellow (2017) at the same time. She is also a Fellow of the IEEE (2017) and the European Association for Artificial Intelligence (2016). She has received an Honorary Doctorate from the Miguel Hernandez University (2018). Dr. Oliver is the youngest and fourth female member of the Spanish Royal Academy of Engineering (2018) and an elected member of the Academia Europaea (2016) and CHI Academy (2018), where she is the only Spanish scientist.As an advisor, Dr. Oliver is a member of the scientific advisory committee of several European universities, the Gadea Ciencia Foundation, Mahindra Comviva and the Future Digital Society, among others. In addition, is/has been an advisor to the Spanish, Belgian and Valencian Governments, the European Commission and the World Economic Forum on issues related to Artificial Intelligence.Dr. Oliver is a member of the program committee of the main international congresses in her research areas. She has also been a member of the organizing committee of 19 international conferences and is a member of the editorial committee of five international magazines.Dr. Oliver's work has been recognized internationally with numerous awards. She graduated top of her class at the UPM and received the First National Telecommunications Award (1004). She is the first Spanish scientist to receive the MIT TR100 (today TR35) Young Innovator Award (2004) and the Rising Talent award by the Women's Forum for the Economy and Society (2009). She has been awarded Data Scientist of the Year in Europe (2019), Engineer of the Year Award by the COIT (2018), the Medal for Business and Social Merit by the Valencian Government (2018), the European Digital Woman of the Year award (2016) and the Spanish National Computer Science Award (2016).She has been named one of the top 11 Artificial Intelligence influencers worldwide by Pioneering Minds (2017), one of Spanish wonderful minds in technology by EL PAIS newspaper (2017), "an outstanding female d
|Time:||Wednesday, 02.12.2020, 16:00|
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