Data Science Institute
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Data Science Institute imperial.ac.uk/data-science @ImperialDSI Page 2 Imperial College London 2019 2019 Imperial College London Page 3 Data Science Institute 5th Anniversary Brochure 5th Anniversary Brochure Data Science Institute “New technologies such as AI and robotic systems Summary will enhance jobs, changing the type of activity that is done, as technology has done throughout the ages. 2 Welcome 26 Key Industrial Collaborations We will see some jobs disappearing and new jobs 4 The Journey of the Data Science Institute 30 International Academic Collaborations appearing. 6 Our Strategy 31 International Conferences We have a great advantage as a country in this area, thanks to the excellence of the research base in our 7 Our People and Governance 32 Influencing Policy universities. That bedrock lets innovation flourish. 8 Our Multidisciplinary Laboratories 33 Outreach More and more, innovation requires collaboration 10 Our Lecturers 34 In the Media across disciplines and the Data Science Institute was created precisely with the mission to foster collaboration between our academics in different 11 Our Research Fellows 35 Visitors to the DSI faculties. Together with the other global institutes, it is the shop window for Imperial and the 12 Research from our Academic Fellows impactful work we are doing in tackling those big challenges.” Cutting Edge Research 14 Professor Nick Jennings 17 Our Infrastructure → Vice Provost for Research and Enterprise 18 Multi-Disciplinary Collaborative Projects 20 Data Observatory “Over the past decade, data science has established itself as 22 Education one of the highest priorities on 24 Our Alumni the national and international 25 Supporting Excellence agenda. Governments, businesses and educators are fast realising that to progress society, the vast quantities of data must be managed and understood. Data Science is an increasingly important aspect Welcome to the across all disciplines. Data Science Institute I am delighted to endorse the progress and contribution made by the Data Science Institute in its first five years. It has established a solid Big Data is frequently described as heralding a revolution and the transformation of foundation to enable multi-disciplinary research to grow in collaboration society. How we manage, process and analyse this data to extract knowledge or insight is with businesses and international partners. On a personal level, I am an important question for academics, businesses and policy makers. Given its powerful strongly supportive of its innovative approach and commitment to ensuring theoretical foundations, data science is now becoming an important tool for many other the education and training of the next generation of data scientists and disciplines, from natural sciences to engineering, from medicine to finance. engagement with the wider data science community. I do hope that you enjoy reading of its achievements.” We have accomplished many achievements since we launched in 2014 through engaging with the College community and advancing data science in many areas of research. Sir Keith O’Nions → Chairman of Data Science Institute Advisory Board I am proud of the data science research community that has flourished at Imperial College and is driving innovation in data science research and education on a global scale. Professor Yike Guo → Director of the Data Science Institute Page 4 Imperial College London 2019 2019 Imperial College London Page 5 Data Science Institute 5th Anniversary Brochure 5th Anniversary Brochure Data Science Institute Journey of the Data Science Institute The Data Science Institute (DSI) is a major Imperial College London initiative that brings together Imperial’s existing data science activities and expertise, and provides a focus and DSI STATISTICS a catalyst for new partnerships. The DSI supports multidisciplinary collaborations between the College’s academic experts in many disciplines such as healthcare, financial services, climate science, and city infrastructure to create solutions to complex problems. Alongside research, the Institute fosters the next 50+ 30 300+ 7 >£50m 70% generation of data scientists and engineers by developing a range of postgraduate and executive courses. research collaborative papers Multidisciplinary research funding research funding projects bids projects across published Labs from industry In the last 5 years the DSI has grown to include 7 Academic Labs, has attracted over £50m in supported College funding for data science research, technology and infrastructure and has published over 300 papers. Thanks to its many research collaborations both across College and with a variety of external academic and industrial partners, the DSI is establishing its role as an international hub in data science. 2016 2017 January - BigNeuron Open Analysis Hackathon February - Launch of the Algorithmic Society Lab March - Research collaboration with Jaywing on Cognitive Marketing February - Academic Fellow programme 2019 opens February - UKRI funding awarded to doctoral training July - Research collaboration with Thomson programme in AI for healthcare, led by Dr Aldo Faisal Reuters April - Worley Parsons PhD studentship in data economy established March - Launch of the Data Learning Group October - Research collaboration with LexisNexis June - HRH The Duke of York visits the DSI April - Collaboration initiated with Portuguese research November - Launch of the Business Analytics Lab institute INESC TEC June - Signing ceremony for the HNA December - Launch of the Behaviour Analytics Lab Research Centre for Future Data Ecosystems May - DSI co-organises the MARBLE conference on Blockchain Economy June - First Workshop on Machine Learning and Data 2014 Assimilation for Dynamical Systems April - Launch of the DSI August - Launch of Royal Bank of Canada scholarship in machine learning May - Signing ceremony for the Imperial 2015 College-Zhejiang University joint Applied September - Launch of the CSIC Future Digital Ocean March - Memorandum of Understanding is signed October - Collaboration agreement with Genomics 2018 Data Science Lab Innovation Centre with the Research Organization of Information and England March - Launch of the Machine Learning Lab October - Building works begin at the DSI hub Systems (ROIS) November - Validate Ai conference November - Opening of the KPMG Data April - £100k as seed funds to 4 projects on Machine Learning May - DSI hub opens Observatory May - Beijing Mayor, Mr Cai Qi, visits the DSI August - DSI hosts the 2015 International November - Launch of the DSI Strategy 2016–2021 August - DSI co-hosts the KDD 2018 conference in London Conference on Brain Informatics & Health November - Launch of the SOCA Lab and Data September - MSc in Health Analytics and Machine learning launched in e September - Research collaboration with Assimilation Lab collaboration with the School of Public Health n Keybridge and CCBI on data economy li November - China-UK Big Data Summit e October - Chinese President Xi Jinping visits the December - Launch of the Data Economy lab m DSI Ti Page 6 Imperial College London 2019 2019 Imperial College London Page 7 Data Science Institute 5th Anniversary Brochure 5th Anniversary Brochure Data Science Institute Our Strategy Our People and Governance ADVISORY BOARD Sir Keith O’Nions, Chair Mr Larry Hirst CBE Sir John O’Reilly Professor Deborah Ashby, OBE Professor Jackie Hunter Professor Paul J Taylor Professor Yike Guo Professor Nick Jennings Mr Paul Taylor MANAGEMENT COMMITTEE Faculty of Engineering Business School Faculty of Natural Sciences Faculty of Medicine Dr Aldo Faisal Dr Armand Leroi Professor Niall Adams Professor Paul Matthews Professor Yike Guo Dr Mark Kennedy Professor Will Knottenbelt Professor Chris Pain Vision Professor Alessandra Russo Our vision is to use data to create INSTITUTE STAFF a better world. Professor Yike Guo Mr Senaka Fernando Ms Fay Miller Dr James Scott-Brown Director Data Observatory systems architect Research group administrator Research associate in visualizations Mrs Alice Ashley-Smith Mr Florian Guitton Ms Diana O’Malley Dr Kai Sun Mission Operations manager System and infrastructure manager PA and Events Manager Deputy operations manager Our mission is to foster, advance and Dr Anna Cupani Ms Ping Huang Dr Yves-Alexandre de Montjoye Dr Wenjia Bai Stakeholder engagement manager China partnerships manager Lecturer Lecturer promote excellence in data science research and education across all RESEARCH FELLOWS AND ASSOCIATES domains for the benefit of society. Dr Rossella Arcucci Dr César Quilodran Casas Dr Ovidiu Şerban Dr Shuo Wang Research fellow Research associate Research fellow Research associate Dr Chengliang Dai Dr K S Sesh Kumar Dr Nguyen Truong Dr Xian Yang Research associate Research fellow Research associate Research fellow POSTGRADUATE RESEARCHERS AND RESEARCH ASSISTANTS Ana-Maria Cretu Florimond Houssiau Pierre Richemond Pan Wang Postgraduate researcher Postgraduate researcher Postgraduate researcher Postgraduate researcher Ibrahim Emam Shubhan Jain Mihai Suteu Xiaoyu Zhang Research assistant Research assistant Postgraduate researcher Research assistant Ali Farzaneh Far Yuanhan Mo (Max) Arnaud Tournier Jingqing Zhang Postgraduate researcher Postgraduate researcher Postgraduate researcher Postgraduate researcher Andrea Gadotti Philip Nadler Postgraduate researcher Postgraduate researcher Strategic Priorities MULTIDISCIPLINARY RESEARCH LABS The DSI promotes collaborations Social and Cultural Analytics Lab Data Economy Lab Business