Human Centric Artificial/Computational Intelligence and Applications

The University of Exeter Institute for Data Science and Artificial Intelligence (IDSAI) provides a hub for data-intensive science and artificial intelligence (AI) activity within the University and the wider region.Our vision for data science is to innovate new means of interrogating and understanding data and then to innovate and apply cutting-edge data analytical methodologies to diverse questions. We are a truly interdisciplinary research institute with data scientists, mathematicians, and computer specialists across many of our Colleges, Research Institutes, and Departments.‌

IDSAI - University of Exeter

You are invited to attend an Alan Turing Workshop on Human-Centric Artificial and Computational Intelligence and Applications.

Reed Hall, University of Exeter

Synopsis:Human-Centre artificial/computational intelligence (HCAI/CI) is an emerging discipline intent on creating AI/CI systems that amplify and augment rather than displace human abilities. Instead, HCAI/CI seeks to preserve human control in a way that ensures AI meets our needs while also operating in a reliable, robust, and transparent manner, delivering equitable outcomes, and respecting privacy.This workshop is designed to bring key data scientists and AI experts from both academia and industry to sharing up to date research and innovation developments themed on HCAI/CI, but also help identify the key challenges in stakeholders. We anticipate this workshop playing as the springboard to explore potential collaboration between academics and with industrial stakeholders. It will take place as part of the outreach activities of the Alan Turing Institute and the Institute for Data Science and Artificial Intelligence (AI) at the University of Exeter (partnering with the University of Oxford and the University of Birmingham). Both institutes are actively developing and fostering a culture of effective interactions for promoting data science and AI for addressing global challenges across disciplines.O﻿bjectives:We want to leverage this workshop as a driver to develop an emerging area related to human-centric C/AI and raise the awareness of the Alan Turing Institute nationally and internationally in the forefront of AI/CI.<ul><li>Promote the inter-disciplinary knowledge exchange and conversation between academics and industrial stakeholders themed on the HCAI/CI approaches for engineering, scientific and public sectors.</li><li>Identify the key challenges and opportunities of bringing human in the loop of AI and CI as well as their uptake in the real world.</li><li>Promote and explore the potential collaboration across different universities and with industry.</li></ul>P﻿oster Session:T﻿here will be an opportunity to display a poster on the second day. Please email idsai@exeter.ac.uk for further details.F﻿unding available:Travel and subsistence funding support is available for event speakers, Early Career Researchers and other researchers who need funding to be able to attend.Further Information:C﻿lick <a href="https://colalab.ai/turing_workshop/" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">here</a> for further information. Registration will close 21 April 2023: 16:00.W﻿e are grateful to the support from the Turing Network Fund and UKRI Future Leaders Fellowships (MR/S017062/1, MR/X011135/1).

Draft AgendaP﻿lease find below a preliminary agenda for the three days:-

Untitled agenda

26 April 2023

Registration and Lunch

Academic Talks

Keynote: details to follow

Tea and Coffee Break

Title: Preference-Based Evolutionary Multi-Objective Optimization: Steppingstone to Involve Human in the Loop

Talk: Ke Li (University of Exeter)

Title: Artificial Intelligence for Software Engineering Abstract: The field of Artificial Intelligence for Software Engineering is concerned with the development of artificial intelligence approaches to support software engineers in solving challenging problems. This talk will give a brief introduction to the field and some work done in this area.

Talk: Leandro Minku (University of Birmingham)

Talk: Lars Kunz (University of Oxford)

Evening Meal

27 April 2023

Arrival - Tea and Coffee

Keynote: TBC

Talk 1: TBC

Talk 2: TBC

Talk 3: TBC

Title: Knowledge-Driven Intelligent Software Performance Engineering Abstract: Performance, such as runtime, throughput, and energy consumption, is a critical property for any software system. Indeed, it has been reported that performance issues have cost at least $400,000 per hour for more than 50% of software companies worldwide. However, as modern software systems, e.g., big data/machine-learning systems, are increasingly built with complex components, governing their performance becomes one of the most challenging tasks for software engineers. In this talk, I will present the recent work from our group on knowledge-driven intelligent performance engineering, where strong domain understandings/properties are used to motivate and guide the designs of intelligent algorithms for improving the current practice of software performance engineering. In particular, I will focus on two important problems, namely performance bug report analysis and configuration performance tuning.

Talk 4: Tao Chen (Loughborough)

Lunch and Posters

Industry Session

Keynote from Industry: Jan Wolber (GE Healthcare)

Topic Discussion Session: Breakout Groups with Tea and Coffee

Reporting Back Session Following Group Discussion

Dinner: Al Farid, Moroccan Lebanese Mezze Bar & Restaurant, Exeter City Centre

28 April 2023

Industry Talks

Talk 4: TBC

Panel Discussion

Closing Discussion

Lunch

Close

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Human Centric Artificial/Computational Intelligence and Applications

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