Creating a Datascape: a game to support communities in using open data: Short Paper. - Annika Wolff; Matthew Barker; Marian Petre (C&T, 2017)

Sprite Catcher: A Handheld Self-Reflection and Mindfulness Tool for Mental Healthcare. - Matthew Barker; Janet van der Linden (TEI, 2017)

Mining a MOOC to examine international views of the "Smart City". - Daniel Gooch; Lorraine Hudson; Matthew Barker; Annika Wolff; Marian Petre (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2017)

Amplifying Quiet Voices: Challenges and Opportunities for Participatory Design at an Urban Scale. - Daniel Gooch; Matthew Barker; Lorraine Hudson; Ryan Kelly 001; Gerd Kortuem; Janet van der Linden; Marian Petre; Rebecca Brown; Anna Klis-Davies; Hannah Forbes; Jessica Mackinnon; Robbie Macpherson; et al. (ACM Trans. Comput. Hum. Interact., 2018)

Human Uncertainty in Concept-Based AI Systems. - Katherine Maeve Collins; Matthew Barker; Mateo Espinosa Zarlenga; Naveen Raman 001; Umang Bhatt; Mateja Jamnik; Ilia Sucholutsky; Adrian Weller; Krishnamurthy Dvijotham (AIES, 2023)

FeedbackLogs: Recording and Incorporating Stakeholder Feedback into Machine Learning Pipelines. - Matthew Barker; Emma Kallina; Dhananjay Ashok; Katherine M. Collins; Ashley Casovan; Adrian Weller; Ameet Talwalkar; Valerie Chen; Umang Bhatt (EAAMO, 2023)

Robot Learning to Mop Like Humans Using Video Demonstrations. - Sanket Gaurav; Aaron Crookes; David Hoying; Vignesh Narayanaswamy; Harish Venkataraman; Matthew Barker; Venugopal Vasudevan; Brian D. Ziebart (IROS, 2023)

Selective Concept Models: Permitting Stakeholder Customisation at Test-Time. - Matthew Barker; Katherine M. Collins; Krishnamurthy Dvijotham; Adrian Weller; Umang Bhatt (CoRR, 2023)

A Machine Learning Framework for Optimising Indoor Thermal Comfort and Air Quality through Sensor Data Streams. - Chun Wai Chiu; Christos Efstratiou; Marialena Nikolopoulou; Matthew Barker; Andrew Baldwin; Malcolm Clarke (BuildSys, 2024)

Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems. - Matthew Barker; Andrew Bell; Evan Thomas; James Carr; Thomas Andrews; Umang Bhatt (CoRR, 2025)