Payam Barnaghi

Payam Barnaghi

Centre for Vision, Speech and Signal Processing
Department of Electronic and Electrical Engineering
Faculty of Engineering and Physical Sciences
University of Surrey
Guildford, Surrey, GU2 7XH, United Kingdom
Email: p [dot] barnaghi [at] surrey.ac.uk
Phone: +44-1483-684598








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I am Professor of Machine Intelligence at the Department of Electronic and Electrical Engineering at the University of Surrey. I am Deputy Head and Group Lead at the Care Research and Technology Centre at the UK Dementia Research Institute, an associate editor of the IEEE Transactions on Big Data and vice-chair of the IEEE SIG on Big Data Intelligent Networking.

Please note that this page only includes some of my recent (and a little bit) successful work and does not report any of my failures (e.g. rejected papers, grant applications, fellowships, etc.). Adding the failures would have created a very long page.

Research interests

My main research goal is to develop AI and machine learning solutions for healthcare, and create affordable and scalable digital systems than can be applied across a range of health conditions. I work on machine learning, Internet of Things (IoT), semantic computing, adaptive algorithms and computational neuroscience to solve problems and develop new technologies for the future healthcare systems.  My colleagues and I are currently working on:
  • AI and IoT enabled solutions to provide personalised care for people affected by Dementia
  • Machine learning and causal networks to create symptom experience models for cancer care
  • The unobtrusive monitoring of patients in hospital wards and at home
  • Time-series data processing and pattern analysis
  • Continual learning and semi-supervised learning models to analyse dynamic data streams 

What's new?


Awards

Projects

Software/Dataset/Demo 

Publications

 Google Scholar
  • 2018
    • Nikolaos Papachristou, Daniel Puschmann, Payam Barnaghi, Bruce Cooper, Xiao Hu, Roma Maguire, Kathi Apostolidis, Yvette P. Conley, Marilyn Hammer, Stylianos Katsaragakis, Kord M. Kober, Jon D. Levine, Lisa McCann, Elisabeth Patiraki, Eileen P. Furlong, Patricia A. Fox, Steven M. Paul, Emma Ream, Fay Wright, Christine Miaskowski, "Learning from Data to Predict Future Symptoms of Oncology Patients", PLoS ONE 13(12): e0208808. https://doi.org/10.1371/journal.pone.0208808
    • Linda van den Brink, Payam Barnaghi, Jeremy Tandy, Ghislain A. Atemezing, Rob Atkinson, Byron Cochrane, Yasmin Fathy, Raul Garcia-Castro, Armin Haller, Andreas Harth, Krzysztof Janowicz, Şefki Kolozali, Bart van Leeuwen, Maxime Lefrancois, Josh Lieberman, Andrea Perego, Danh Le Phuoc, Bill Roberts, Kerry Taylor, Raphael Troncy, "Best Practices for Publishing, Retrieving, and Using Spatial Data on the Web", The Semantic Web journal, 2018.
    • Payam M. Barnaghi, Sameem Abdul Kareem, "A Flexible Architecture for Semantic Annotation and Automated Multimedia Presentation Generation", in Proceedings of the 1st International Workshop on Semantic-enhanced Multimedia Presentation Systems (SEMPS 2006), December, 2006, Athens, Greece.

    • Jayan Kurian Chirayath, Payam M. Barnaghi, Michael Hartley, “Semantics-based Dynamic Hypermedia Adaptation using the Hidden Markov Model”, in Proceedings of the 1st International Workshop on Semantic-enhanced Multimedia Presentation Systems (SEMPS 2006), December, 2006, Athens, Greece.

    • Jayan Kurian Chirayath, Payam M. Barnaghi, Michael Hartley, “User Mediated Hypermedia Presentation Generation on the Semantic Web Framework”, in Proceedings of the 16th International Conference on Artificial Reality and Telexistence (ICAT 2006), Nov 29 - Dec 1, 2006, China, Lecture Notes in Computer Science 4282, Springer.

    • Jayan Kurian Chirayath, Payam M. Barnaghi, Michael Hartley, “Semantic based Support for Personalized Multimedia Presentation Authoring”, in Proceedings of the MMU International Symposium on Information & Communication Technologies (M2USIC 2006), Springer, Malaysia, 2006.

    • Sanif Sentosa Liong, Payam M. Barnaghi, "Bluetooth Network Security: A New Approach to Secure Scatternet Formation", poster session, in Proceedings of the IEEE TENCON 2005 Conference, November 2005, Melbourne, Australia.

    • Payam M. Barnaghi, Sameem Abdul Kareem, “Ontology-Based Multimedia Presentation Generation”, in Proceedings of the IEEE TENCON 2005 Conference, November 2005, Melbourne, Australia.

    • Payam M. Barnaghi, Sameem Abdul Kareem, “A Proposal for Content based Multimedia Information Representation”, in Proceedings of the 10th Annual Conference of Computer Society of Iran (CSICC'2005), Tehran, Iran, February 2005.

    • Payam M. Barnaghi, Sameem Abdul Kareem, “Content-Based Hypermedia Presentation Generation: A Proposed Framework”, in Proceedings of the IEEE TENCON 2004 Conference, vol. 2, pp. 274- 277, November 2004, Chiang Mai, Thailand.

    • Payam M. Barnaghi, Sameem Abdul Kareem, “A Unified Approach to Content-Based Multimedia Information Search and Retrieval”, in Proceedings of the 1st International Conference on Informatics, Kuala Lumpur, Malaysia, July 2004.

    • Md. Zahid Islam, Payam M. Barnaghi, Ljiljana Brankovic. “Measuring Data Quality: Predictive Accuracy vs. Similarity of Decision Trees", in Proceedings of the 6th International Conference on Computer and Information Technology (ICCIT2003), Dhaka, Bangladesh, December 2003.


Keynote/Plenary talks

  • Keynote, "Search, Discovery and Analysis of Sensory Data Streams", International Workshop on Sensors and Actuators on the Web at the International Conference on Semantic Web (ISWC), October 2019.

  • Keynote, "How Technology Can Help People Affected by Dementia", the 14th UK Dementia Congress, November 2019.

  • Keynote, "Using Internet of Things and Machine Learning in Dementia Care Delivery", Innovation for Health: Partnership building event, January 2018.

Invited talks

  • How Technology Can Help People Affected by Dementia, TEDx, University of Piraeus, Athens, May 2019.

  • Internet Search: the past, present and the future, IoT Week 2019, Aarhus, Denmark, June 2019.

  • AI and in-home monitoring technologies to improve dementia care, Neurotechnology for Dementia workshop, UK DRI, May 2019.

  • TIHM for Dementia: Improving Care with Technology, MindTech National Symposium, December,  2018.

  • TIHM for Dementia, WIHST Technical Workshop, November 2018.

  • Does technology make us better people?, Ethics Conversation Group, University of Surrey, November 2018.

  • AI and Data Analytics for Dementia Care, AI Med Conference, London, September 2018.

Guest Lectures


PhD Supervision

  • Current students

    • Narges Pourshahrokhi, January 2019-current.

    • Roonak Rezvani, April 2018-current.

    • Honglin Li, April 2018-current.

  • Graduated students

    • Dr Nikolaos Papachristou, Principal Supervisor, July 2015-June 2019.

    • Dr Masoud Hasanpour, Second Supervisor, October 2014-October 2018.

    • Dr Yasmin Fathy, Principal Supervisor, Graduated in 2018.

    • Dr Daniel Puschmann, Principal Supervisor, Graduated in 2018.

    • Dr Eike Reetz, Second Supervisor, Graduated in 2016.

    • Dr Frieder Ganz, Principal Supervisor, Graduated in 2014.

    • Dr Gilbert Cassar, Second Supervisor, Graduated in 2013.

    • Dr Wei Wang, Graduated in 2009.

Conferences

Membership

Miscellaneous   

Last updated: 14-07-2020

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