I am Professor and Chair in Machine Intelligence Applied to Medicine in the Department of Brain Sciences at Imperial College London.
I am Deputy Director and Group Lead in 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). 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
What's new?
Awards
Projects
Current projects:
- Co-Principal Investigator and Deputy Director, Care Research and Technology Centre, the UK Dementia Research Institute, funded by: MRC, Alzheimer's Society, Alzheimer's Research UK (2019-2025).
- Principal Investigator, Automated
Body Monitoring System, MinebeaMitsumi (2018-2020)
Past projects:
- Principal Investigator, EU H2020 IoTCrawler (2018-2021)
- Principal Investigator, EU H2020 ACTIVAGE: Activating innovative
IoT smart living environments for ageing well (2017-2020)
- Principal Investigator, Technology
Integrated Health Management (TIHM) 1.5, IoT Testbed for Dementia
Care, The Department of Health/NHS (2018-2019)
- Principal Investigator, Technology
Integrated Health Management (TIHM), IoT Testbed for Healthcare,
The Department of Health/NHS (2016-2018)
- Principal Investigator, EU H2020 FIESTA: Federated Interoperable Semantic
IoT/cloud Testbeds and Applications (2015-2018)
- Co-Investigator, Optimisation techniques for water resource
management, KTP project, Innovate UK (2015-2017)
- Principal Investigator, EU FP7-2012-ICT-FI collaborative
Project, FI-Core/FIWARE: Future
Internet Core Platform Extension, Availability and Sustainability
(2014-2016)
- Principal Investigator and Project Co-ordinator, EU FP7 CityPulse: Real-Time IoT Stream
Processing and Large-scale Data Analytics for Smart City Applications,
(2013-2016)
- Co-Investigator, "Managing Communication Channels for Reliable Remote Working", InnovateUK (2014-2016)
- Co-Investigator and project co-ordinator, Internet of
Things Architecture, Industry project funded by InterDigital
Communications Inc. (2012-2013)
- Co-Investigator, EyeHub- Internet of Things
Information Hub, Technology Strategy Board (TSB) (2013-2014)
- Co-Investigator and Deputy Project Co-ordinator, EU FP7 Internet of Things Environment for
Service Creation and Testing (IoTest), Small or medium-scale
focused research project (STREP) (2011-2014)
- Co-Investigator, EU FP7-2011-ICT-FI Future Internet Ware (FI-Ware)
(2011-2014)
- EPSRC Developing Leaders Recess Award, Engineering and
Physical Sciences Research Council, January 2012
Software/Dataset/Demo
Publications
Google
Scholar
- 2020
- Valentinas Janieko, Roonak Rezvani, Narges Pourshahrokhi, Shirin Enshaeifar, Marianne Krogbæk, Sebastian Holmgård Christophersen, Tarek Elsaleh, Payam Barnaghi, "Enabling Context-Aware Search using Extracted Insights from IoT Data Streams", Global IoT Summit, Jun 2020.
- 2019
- Roonak
Rezvani, Shirin Enshaeifar, Payam Barnaghi, "Lagrangian-based Pattern
Extraction for Edge Computing in the Internet of Things", in Proc.
of the 5th IEEE International Conference on Edge Computing and Scalable
Cloud, June 2019, Paris.
- Tarek Elsaleh, Maria Bermudez-Edo, Shirin Enshaeifar,
Sahr Thomas Acton, Roonak Rezvani, Payam Barnaghi, "IoT-Stream: A
Lightweight Ontology for Internet of Things Data Streams", in Proc. of
the Global IoT Summit, June 2019, Aarhus, Denmark. (IoT-Stream
ontology)
- Yasmin Fathy, Payam Barnaghi, "Searching
for Internet-of-Things Resources: Requirements and Outlook",
Book Chapter in: 5G-Enabled Internet of Things, Book Chapter, Editors:
Yulei Wu, Haojun Huang, Cheng-Xiang Wang, Yi Pan, CRC Press, May 2019.
- Shirin
Enshaeifar, Ahmed Zoha, Andreas Markides, Severin Skillman, Sahr Thomas
Acton, Tarek Elsaleh, Mark Kenny, Helen Rostill, Ramin Nilforooshan,
Payam Barnaghi, "Machine
learning methods for detecting urinary tract
infection and analysing daily living activities in people with
dementia", PLoS ONE 14(1): e0209909.
https://doi.org/10.1371/journal.pone.0209909
- Nikolaos
Papachristou, Payam Barnaghi, Bruce Cooper, Kord M Kober, Roma Maguire,
Steven M Paul, Marilyn Hammer, Fay Wright, , Jo Armes, Eileen P
Furlong, Lisa McCann, Yvette P Conley, Elisabeth Patiraki, Stylianos
Katsaragakis, Jon D Levine, Christine Miaskowski, "Network
Analysis of the Multidimensional Symptom Experience of Oncology",
Scientific Reports, Nature, volume 9, article number: 2258, 2019.
- 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
- Yasmin Fathy, Payam Barnaghi, Rahim Tafazolli, "An Online Adaptive Algorithm
for Change Detection in Streaming Sensory Data", IEEE Systems
Journal, 2018. (code)
- Sefki Kolozali, Maria Bermudez-Edo, Nazli FarajiDavar,
Payam Barnaghi, Feng Gao, Muhammad Intizar Ali, Alessandra Mileo,
Marten Fischer, Thorben Iggena, Daniel Kuemper, et. al, "Observing the Pulse of a
City: A Smart City Framework for Real-time Discovery, Federation, and
Aggregation of Data Streams", IEEE Internet of Things Journal,
20018.
- Helen
Rostill, Amanda Morgan, Payam Barnaghi, Theti Chrysanthaki, Emma Ream,
Ramin Nilforooshan, "Technology
Integrated Health Management (TIHM) for
dementia: Harnessing the Internet of Things to support independent
living for people with dementia", British Journal of Community
Nursing, 23:10, 502-508, 2018.
- Shirin
Enshaeifar, Ahmed Zoha, Andreas Markides, Severin Skillman, Sahr Thomas
Acton, Tarek Elsaleh, Masoud Hassanpour, Alireza Ahrabian, Mark Kenny,
Stuart Klein, Helen Rostill, Ramin Nilforooshan, Payam Barnaghi,
"Health
management and pattern analysis of daily living activities of
people with Dementia using in-home sensors and machine learning
techniques", PLoS ONE 13(5): e0195605.
https://doi.org/10.1371/journal.pone.0195605, 2018.
- Antonio F. Skarmeta, Jose Santa, Juan A. Martinez,
Josiane X. Parreira,Payam Barnaghi, Shirin Enshaeifar, Michail J.
Beliatis, Mirko Presser, Thorben Iggena, Marten Fischer, et al., "IoTCrawler: Browsing the
Internet of Things", Proc. of the 2018 Global IoT Summit (GIoTS),
June 2018.
- Alireza Ahrabian, Shirin Enshaeifar, Clive Cheong-Took,
Payam Barnaghi, "Segment
parameter labelling in MCMC mean-shift change detection", Proc of
the 2018 IEEE International Conference on
Acoustics, Speech and Signal Processing (ICASSP), April 2018, Calgary,
Alberta, Canada.
- 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.
- Shirin
Enshaeifar, Payam Barnaghi, Tarek Elsaleh, Andreas Markides, Severin
Skillman, Thomas Acton, Ramin Nilforooshan, Helen Rostill, "Internet of Things for
Dementia Care", IEEE Internet Computing, 2017.
- Nikolaos Papachristou, Payam Barnaghi, Bruce A. Cooper,
Xiao Hu, Roma Maguire, Kathi Apostolidis, Jo Armes, Yvette P. Conley,
Marilyn Hammer, Stylianos Katsaragakis, Kord M. Kober, Jon D. Levine,
Lisa McCann, Elisabeth Patiraki, Steven M. Paul, Emma Ream, Fay Wright,
Christine Miaskowski, "Congruence
Between Latent Class and K-modes Analyses in the Identification of
Oncology Patients with Distinct Symptom Experiences", Journal of
Pain and Symptom Management, 2017.
- Alireza Ahrabian, Tarek Elsaleh, Yasmin Fathy, Payam
Barnaghi, "Detecting
Changes in the Variance of Multi-Sensory Accelerometer Data Using MCMC",
In: IEEE Sensors 2017 Conference, Nov 2017, Glasgow, Scotland.
- Daniel
Puschmann, Payam Barnaghi, Rahim, Tafazolli, "Using LDA to Uncover the
Underlying Structures and Relations in IoT Data Streams", IEEE
Systems Journal, 2017. (code and dataset)
- Jeremy Tandy, Linda van den Brink, Payam Barnaghi (editors), "Spatial Data on the Web Best
Practices", W3C Note, May 2017.
- Shirin Enshaeifar; Nazli Farajidavar; Alireza Ahrabian;
Payam Barnaghi; Kimberly Hannam; Kevin Deere; Jon H. Tobias; Sarah J.
Allison, "Recognising
Bone Loading Exercises In Older Adults Using Machine Learning", (Journal Abstract), Medicine &
Science in Sports & Exercise. 49(5S):650, May 2017.
- Shirin
Enshaeifar, Seyed Amir Hoseinitabatabaei, Alireza
Ahrabian, Payam Barnaghi, "Pattern
Identification for State
Prediction in Dynamic Data Streams", The 10th IEEE International
Conference on Internet of Things (iThings-2017), Exeter, UK, 2017.
- Phillip
Winderbank-Scott, Payam Barnaghi, "A Non-invasive Wireless
Monitoring Device for Children and Infants in Pre-hospital and Acute
Hospital Environments", The 10th IEEE International
Conference on Internet of Things (iThings-2017), Exeter, UK, 2017. (code
and data)
- Kieren J. Egan, Catherine Treena Parsons, Theti
Chrysanthaki, Ramin Nilforooshan, Helen Rostill, Payam Barnaghi, Roma
Maguire, "Empowerment
of people with dementia and their carers: Big Data and Machine Learning
to the rescue?", (Conference Abstract) The 32nd International Alzheimer's Disease
International Conference, Kyoto, Japan, April 2017.
- Catherine Treena Parsons, Roma Maguire, Theti
Chrysanthaki, Kieren Egan, Payam Barnaghi, Ramin Nilforooshan, Helen
Rostill, "An
Integrated Internet of Things (IoT) Based Solution In a Dementia Care
Context", (Conference Abstract)
The 32nd International Alzheimer's Disease International Conference,
Kyoto, Japan, April 2017.
- Masoud
Hasanpour, Shahin Shariat, Payam Barnaghi, Seyed Amir
Hoseinitabatabaei, Seiamak Vahid, Rahim Tafazolli, "Quantum
Load
Balancing in Ad Hoc Networks", Quantum
Information Processing Journal, Springer, 2017.
- Yasmin Fathy, Payam Barnaghi, Rahim
Tafazolli, "Distributed
Spatial Indexing for the Internet of Things Data Management", Proc. of IFIP/IEEE International
Symposium on Integrated Network Management, Lisbon, Portugal, May 2017.
- Alireza Ahrabian, Sefki Kolozali, Shirin Enshaeifar,
Clive Cheong-Took, Payam Barnaghi, "Stream Data Analysis as a Web
Service: A Case Study Using IoT Sensor Data", Proc. of the 42nd
IEEE International Conference on Acoustics, Speech and Signal
Processing (ICASSP2017), March 2017. (code)
- Maria Bermudez-Edo, Tarek Elsaleh, Payam Barnaghi, Kerry
Taylor, "IoT-Lite: A
Lightweight Semantic Model for the Internet of
Things and its Use with Dynamic Semantics", Personal and Ubiquitous
Computing Journal, Springer, 2017.
- 2016
- Payam Barnaghi, Amit Sheth, "On
Searching the Internet of Things: Requirements and Challenges",
IEEE Intelligent Systems, Volume: 31, Issue: 6, Nov.-Dec. 2016.
- Daniel Puschmann, Payam Barnaghi, Rahim, Tafazolli, "Adaptive Clustering for
Dynamic IoT Data Streams", IEEE Internet of Things Journal, 2016.
- Nazli Farajidavar, Sefki Kolozali, Payam Barnaghi, "Physical-Cyber-Social Similarity Analysis in
Smart Cities", in Proc. of IEEE World Forum on Internet of Things,
December 2016, Reston, VA, USA.
- Yasmin Fathy, Payam Barnaghi, Shirin Enshaeifar, Rahim
Tafazolli, "A Distributed In-network
Indexing Mechanism for the
Internet of Things", in Proc. of IEEE World Forum on Internet of
Things, December 2016, Reston, VA, USA.
- Daniel Puschmann, Payam Barnaghi, Rahim Tafazolli, "Marginal Distribution Clustering of
Multi-variate Streaming IoT Data", in Proc. of IEEE World Forum on
Internet of Things, December 2016, Reston, VA, USA.
- Nikolaos Papachristou, Christine Miaskowski, Payam
Barnaghi, Roma Maguire, Nazli Farajidavar, Bruce Cooper and Xiao Hu, "Comparing Machine Learning
Clustering with Latent Class Analysis on Cancer Symptoms’ Data", in
Proc. of the IEEE-NIH 2016 Special Topics Conference on Healthcare
Innovations and Point-of-Care Technologies, November 2016.
- Maria Bermudez-Edo, Tarek Elsaleh, Payam Barnaghi and
Kerry Taylor, "IoT-Lite: A
Lightweight Semantic Model for the Internet of Things", in Proc. of the IEEE Conferences on
Ubiquitous Intelligence & Computing, July 2016, Toulouse, France.
- Sefki Kolozali, Daniel Puschmann, Maria Bermudez-Edo,
Payam Barnaghi, "On the
Effect of Adaptive and Non-Adaptive Analysis of
Time-Series Sensory Data", IEEE Internet of Things Journal, 2016.
- Dan Puiu, Payam Barnaghi, Ralf Toenjes, Daniel
Kumper, Muhammad Intizar Ali, Alessandra Mileo, Josiane Xavier
Parreira, Marten Fischer, Sefki Kolozali, Nazli Farajidavar, Feng Gao,
Thorben Iggena, Thu-Le Pham, Cosmin-Septimiu Nechifor, Daniel
Puschmann, Joao Fernandes, "CityPulse:
Large Scale Data Analytics Framework for Smart Cities", IEEE Access
Journal, 2016.
Related material: (video)
(open-source tools) (reference datasets)
- Maria Bermudez-Edo, Tarek Elsaleh, Payam Barnaghi,
Kerry Taylor, IoT-Lite
Ontology, W3C Member Submission 26 November 2015.
- 2015
- Payam Barnaghi, Amit Sheth, Vivek Singh, Manfred
Hauswirth, "Physical-Cyber-Social
Computing: Looking Back, Looking
Forward", Guest Editors Introduction, IEEE Internet Computing,
May/June 2015.
- [Patent]- Seyed Amir Hoseinitabatabaie, Payam Barnaghi,
Chonggang Wang, Rahim Tafazolli, "Scalable
Data Discovery in an Internet of Things (IoT) System", US Patents,
PCT/US2015/031744, May 2015.
- Payam Barnaghi, Martin Bauer, Abdur Rahim Biswas, Maarten
Botterman, Bin Cheng, Flavio Cirillo, Markus Dillinger, Hans Graux,
Seyed Amir Hoseinitabatabaie, Erno Kovacs, Salvatore Longo, Swaroop
Nunna, Alois Paulin, R. R. Venkatesha Prasad, John Soldatos1, Christoph
Thuemmler and Mojca Volk, "IoT
Analytics: Collect, Process, Analyze, and Present Massive Amounts of
Operational Data – Research and Innovation Challenges",
Book chapter (Chapter 7), in "Building the Hyperconnected Society:
Internet of Things Research and Innovation Value Chains, Ecosystems and
Markets", edited by Ovidiu Vermesan, Peter Friess, River Publishers,
2015.
- Payam Barnaghi et al., Ian Borthwick (editor), "Digital
Technology Adoption in the Smart Built Environment", IET Sector
Technical Briefing, The Institution of Engineering and Technology
(IET), Technical report, March 2015.
- Payam Barnaghi, Maria Bermudez-Edo, Ralf Toenjes, "Challenges
for Quality of Data in Smart Cities", ACM Journal of Data and
Information Quality, volume 6, issue 2-3, July 2015.
- Xiulei Liu, Payam Barnaghi, Bo Cheng, Li Wan, Yixian
Yang, "OMI-DL: An Ontology
Matching Framework", IEEE Transactions on Services Computing, 2015.
- Frieder Ganz, Daniel Puschmann, Payam Barnaghi, Francois
Carrez, "A Practical
Evaluation of Information Processing and Abstraction Techniques for the
Internet of Things", IEEE Internet of Things Journal, volume: 2,
issue: 4, pp. 340 - 354, 2015.
- Pramod Anantharam, Payam Barnaghi, Krishnaprasad
Thirunarayan, Amit P Sheth, "Extracting
City Traffic Events from Social Streams", ACM Transactions on
Intelligent Systems and Technology, volume 6, issue 4, August 2015..
(Software tool), (Sample dataset)
- 2014
- Payam Barnaghi, Amit Sheth, "Internet
of Things: the story so far", IEEE IoT Newsletter, September 2014.
- Frieder Ganz, Payam Barnaghi, Francois Carrez, "Automated
Semantic Knowledge Acquisition from Sensor Data", IEEE Systems
Journal,
2014.
(Software: See the "abstraction" and "representation" features in KAT)
- Sefki Kolozali, Tarek Elsaleh, Payam Barnaghi, "A
Validation Tool for the W3C SSN Ontology based Sensory Semantic
Knowledge", in Proc. 7th International Workshop on Semantic Sensor
Networks (SSN2014), ISWC2014, October 2014.
(Software tool)
- Sefki Kolozali, Maria Bermudez-Edo, Daniel Puschmann,
Frieder Ganz, Payam Barnaghi, "A
Knowledge-based Approach for Real-Time
IoT Data Stream Annotation and Processing", in Proc. of the 2014
IEEE
International Conference on Internet of Things (iThings 2014), Taipei,
Taiwan, September 2014.
(SAO
Ontology)
- Stefan Bischof, Athanasios Karapantelakis,
Cosmin-Septimiu Nechifor, Amit P Sheth, Alessandra Mileo, Payam
Barnaghi, "Semantic
modelling of smart city data", The W3C Workshop on the Web of
Things, Berlin, Germany, June 25-26, 2014.
- Frieder Ganz, Payam Barnaghi, Francois Carrez,
"Multi-resolution
data communication in wireless sensor networks," in
Proc. of the IEEE World Forum on IoT, Seoul, Korea, March 2014.
- 2013
- Payam Barnaghi, Amit Sheth, Cory Henson, "From
data to actionable knowledge: Big Data Challenges in the Web of Things,"
IEEE Intelligent Systems, volume:28 , issue: 6, Nov/Dec 2013.
- Amit Sheth, Payam Barnaghi, Markus Strohmaier, Ramesh
Jain, Steffen Staab (Editors), Physical-Cyber-Social
Computing (Dagstuhl Reports 13402), Dagstuhl Reports, vol. 3, no.9,
pp. 245-263, Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, 2013.
- Frieder Ganz, Payam Barnaghi, Francois Carrez, "Information
Abstraction for Heterogeneous Real World Internet Data", IEEE
Sensors Journal, vol. 13, no. 10, pp. 3793-3805, 2013.
- Payam Barnaghi, Wei Wang, Lijun Dong,
Chonggang Wang, "A
Linked-data Model for Semantic Sensor Streams", in Proc. of IEEE
International Conference on Internet of Things (iThings 2013), August
2013.
(Data annotation tool -off-campus- on-campus-),
(RDF Datasets I,
II)
- Gilbert Cassar, Payam Barnaghi, Klaus Moessner, "Probabilistic Matchmaking
Methods for Automated Service Discovery", IEEE Transactions on
Services Computing, 2013.
- Payam Barnaghi, Philippe Cousin, Pedro Malo, Martin
Serrano, Cesar Viho, "Simpler
IoT word(s) of tomorrow, more interoperability challenges to cope today",
Book chapter in 2013 European Research Cluster for the Internet of
Things Book, Internet of Things Converging Technologies for Smart
Environments and Integrated Ecosystems,Editors: Ovidiu Vermesan, Peter
Friess, River Publishers, 2013.
- Gilbert Cassar, Payam Barnaghi, Wei Wang, Klaus Moessner,
"Composition
of Services in Pervasive Environments: A Divide and Conquer Approach",
in the Proc. of the 18th IEEE Symposium on Computers and
Communications, July 2013.
- Martin Serrano, Hoan Nguyen M. Quoc, Manfred Hauswirth,
Wei Wang, Payam Barnaghi, Philippe Cousin, "Open
Services for IoT Cloud Applications in the Future Internet",
in the Proc. of the Second IEEE WoWMoM Workshop on the Internet of
Things: Smart Objects and Services, IoT-SoS 2013, June 2013.
- 2012
- Gilbert Cassar, Payam Barnaghi, Klaus Moessner, "A Distributed Hybrid Match-
maker for IoT Services",
International Transactions on Systems Science and Applications, vol. 8,
December 2012, pp. 113-128.Gilbert Cassar, Payam Barnaghi,
Wei Wang, Klaus Moessner, "A Hybrid Semantic Matchmaker for IoT
Services", in Proc. of the IEEE International Conference on Internet of
Things (iThings 2012), Besan�on, France, November, 2012.
- Frieder Ganz, Ruidong Li, Payam
Barnaghi, Hiroaki Harai, "A Resource Mobility Scheme
for Service-Continuity in the Internet of Things",
short paper, in Proc. of the IEEE International Conference on Internet
of Things (iThings 2012), Besancon, France, November, 2012.
- Payam Barnaghi, Frieder Ganz, Cory Henson, Amit Sheth, "Computing Perception from
Sensor Data", in Proc. of the IEEE Sensors 2012 Conference, Taipei,
Taiwan, October 2012.
- Wei Wang, Payam Barnaghi, Gilbert Cassar, Frieder Ganz,
Pirabakaran Navaratnam, "Semantic
Sensor Service Networks", in Proc. of the IEEE Sensors 2012
Conference, Taipei, Taiwan, October 2012.
- Payam Barnaghi, Wei Wang, Cory Henson, Kerry Taylor, "Semantics
for the Internet of Things: early progress and back to the future",
International Journal on Semantic Web and Information Systems (special
issue on sensor networks, Internet of Things and smart devices),
September 2012.
- Ralf Toenjes, Eike Steffen Reetz, Klaus Moessner, Payam
Barnaghi, "A Test-driven
Approach for Life Cycle Management of Internet of Things enabled
Services", in Proc. of the Future Network and MobileSummit, Berlin,
July 2012.
- Suparna De, Tarek Elsaleh, Payam Barnaghi , Stefan
Meissner, "An Internet of
Things Platform for Real-World and Digital Objects", Journal of
Scalable Computing: Practice and Experience, vol 13, no.1, 2012.
- Michael Compton, Payam Barnaghi, Luis Bermudez, Raul
Garcia-Castro, Oscar Corcho, Simon Cox, John Graybeal, Manfred
Hauswirth, Cory Henson, Arthur Herzog, Vincent Huang, Krzysztof
Janowicz, W. David Kelsey, Danh Le Phuoc, Laurent Lefort, Myriam
Leggieri, Holger Neuhaus, Andriy Nikolov, Kevin Page, Alexandre
Passant, Amit Sheth, Kerry Taylor. "The SSN Ontology of the W3C
Semantic Sensor Network Incubator Group", Journal of Web Semantics,
2012.
- 2011
- Frieder Ganz, Payam Barnaghi, Francois Carrez and Klaus
Moessner, "A Mediated
Gossiping Mechanism for Large-scale Sensor Networks"',
in Proc. of the International Workshop on Machine-to-Machine
Communications (IWM2M), IEEE GLOBECOM 2011, Huston, Texas, December
2011.
- Suparna De, Payam Barnaghi, Martin Bauer, Stefan
Meissner, "Service
modelling for the Internet of Things", in Proc. of the Conference
on Computer Science and Information Systems (FedCSIS), pp.949-955,
Sept. 2011.
- Gilbert Cassar, Payam Barnaghi, Klaus Moessner, "A
Probabilistic Latent Factor Approach to Service Ranking"', in Proc.
of IEEE 7th International Conference on Intelligent Computer
Communication and Processing, August 2011.
- Frieder Ganz, Payam Barnaghi, Francois Carrez and Klaus
Moessner, "Context-aware
Management for Sensor Networks", in Proc. of the Fifth
International Conference on COMmunication System softWAre and
middlewaRE (COMSWARE11), July 2011.
- Wei Wang, Payam M. Barnaghi, Andrzej Bargiela, "Learning Relations for
Terminological Ontologies from Text"',
Book chapter, Wilson Wong, Wei Liu and Mohammed Bennamoun (editors),
"Ontology Learning and Knowledge Discovery Using the Web: Challenges
and Recent Advances"', IGI Global, 2011.
- Wei Wang, Payam M. Barnaghi, Andrzej Bargiela, "Rational Research Model for
Ranking Semantic Entities", Information Sciences Journal, Elsevier,
April, 2011.
- 2010
- Wei Wang, Payam M. Barnaghi, Andrzej Bargiela, “Probabilistic Topic
Models for Learning Ontology”, IEEE Transactions on Knowledge and
Data Engineering, vol. 22, no. 7, pp. 1028-1040, April 2010,
doi:10.1109/TKDE.2009.122.
- Vlasios Tsiatsis, Alexander Gluhak, Tim Bauge, Frederic
Montagut, Jesus Bernat, Martin Bauer, Claudia Villalonga, Payam
Barnaghi, Srdjan Krco, "The
SENSEI Real World Internet Architecture",
Book chapter in Towards the Future Internet- Emerging Trends from
European Research, pp. 247 - 256, ISBN: 978-1-60750-538-9, IOS Press.
- Payam Barnaghi, Mirko Presser, Klaus Moessner, "Publishing Linked Sensor Data",
in Proc. of the 3rd International Workshop on Semantic Sensor Networks
(SSN), ISWC2010, November 2010.
- Gilbert Cassar, Payam Barnaghi, Klaus Moessner, "Probabilistic Methods for
Service Clustering",
in Proc. of the 4th International Workshop on Semantic Web Service
Matchmaking and Resource Retrieval, ISWC2010, November 2010.
- Xiulei Liu, Payam Barnaghi, Klaus Moessner, Jianxin Liao,
"Using Concept and
Structure Similarities for Ontology Integration", poster session,
in Proc. of the 5th International Workshop on Ontology Matching
(OM-2010), ISWC2010, November 2010.
- Hamidreza Abangar, Payam Barnaghi, Klaus Moessner, Rahim
Tafazolli, Anita Nnaemego, Karthik Balaskandan, "A Service Oriented Middleware
Architecture for Wireless Sensor Networks", In Proc. of Future
Network & Mobile Summit 2010, Florence, Italy, June 2010.
- Claudia Villalonga, Martin Bauer, Vincent Huang, Jesus
Bernat and Payam Barnaghi, "Modeling
of Sensor Data and Context for the Real World Internet",
in Proc. of 7th IEEE Workshop on Context Modeling and Reasoning
(CoMoRea) at the 8th IEEE International Conference on Pervasive
Computing and Communication (PerCom'10), March 2010.
- Earlier papers
- Payam Barnaghi, Wei Wang, Jayan C Kurian, “Semantic Association Analysis
in Ontology-based Information Retrieval”,
Book Chapter, in Handbook of Research on Digital Libraries: Design,
Development and Impact, Chapter XIII, pp. 131-141, IGI Global,
ISBN:978-1-59904-879-6, February 2009.
- Payam Barnaghi, Klaus Moessner, Mirko Presser, Stefan
Meissner (Editors), Proceedings
of the 4th European Conference on Smart Sensing and Context (edited
volume), Lecture Notes in Computer Science, vol. 5741, ISBN:
978-3-642-04470-0, September 2009.
- Wei Wang, Payam Barnaghi, "Semantic Annotation and
Reasoning for Sensor Data",
In Proc. of the 4th European Conference on Smart Sensing and Context
(EuroSSC2009), Lecture Notes in Computer Science, Springer, September
2009.
- Payam M. Barnaghi, Stefan Meissner, Mirko Presser, and
Klaus Moessner, "Sense and
Sens’ability: Semantic Data Modelling for Sensor Networks", in
Proceedings of the ICT Mobile Summit 2009, June 2009.
- Diego Urdiales, Rafael de las Heras, Maribel Narganes,
Marcin Davies, Anna V. Zhdanova, Benot Christophe, Linas Maknavicius,
Milla Immonen, Juhani Heinil, Payam Barnaghi, "m:Ciudad-
Unleashing mobile user-provided services",
in Proc. of the Mobile Widgets Workshop, co-organised with the 18th
International World Wide Web Conference (WWW2009), Madrid, Spain, 2009.
- Wei Wang, Payam M. Barnaghi, Andrzej Bargiela, “Search
with Meanings: An Overview of Semantic Search Systems”,
International journal of Communications of SIWN, Vol. 3, June 2008, pp.
76-82.
- Wei Wang, Payam M. Barnaghi, Andrzej Bargiela, “Knowledge Acquisition for
Semantic Search Systems”, in Proc. of the 3rd International
Symposium on Information Technology 2008 (ITSim2008), IEEE Computer
Society, August 2008.
- Lee Jung Ren, Payam M. Barnaghi, "Semantic
Media in Medical Information Systems",
in Proc. of 2nd International Workshop on Semantic Media Adaptation and
Personalization, IEEE Computer Society , pp. 27-31, UK, December, 2007.
- Payam M. Barnaghi, Sameem Abdul Kareem, “Relation
Robustness Evaluation for the Semantic Associations", The
Electronic Journal of Knowledge Management, vol. 5, issue 3, pp.
265–272, 2007.
- Payam M. Barnaghi, Sameem Abdul Kareem, "A
Survey of Automated Multimedia Presentation Generation Frameworks",
in Proc. of Second International Conference on Informatics (Informatics
2007), November 27- 28, 2007, Kuala Lumpur, Malaysia.
- Wei Wang, Payam M. Barnaghi, Andrzej Bargiela, “Semantic-enhanced
Information Search and Retrieval”,
in Proc. of the 6th International Conference on Advanced Language
Processing and Web Information Technology, IEEE Computer Society, pp.
218-223, China, August 2007.
- Payam M. Barnaghi, Sameem Abdul Kareem, “A
Context-Aware Ranking Method for the Complex Relationships on the
Semantic Web”,
in Proc. of the 6th International Conference on Advanced Language
Processing and Web Information Technology, IEEE Computer Society, pp.
129-134, China, August 2007.
- Wei Wang, Payam M. Barnaghi, "Semantic
Support for Medical Image Search and Retrieval", in Proc. of IASTED
International Conference on Biomedical Engineering (BioMed 2007),
February 14-16, Austria, 2007.
- 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.
- Keynote, "Smart
Cities and Data Analytics: Challenges and Opportunities", Workshop
on Smart City: Applications and Services, Budva, Montenegro, October
2015.
- Plenary talk, "Opportunities
and Challenges of Large-scale IoT Data Analytics", ASEAN IoT
Innovation Forum, Kuala Lumpur, Malaysia, August 2015.
- Plenary talk, "Semantic
Technologies for the Internet of Things: Challenges and Opportunities",
MyIoT Week Malaysia 2015, MIMOS Berhad, Kuala Lumpur, Malaysia,
August 2015.
- Keynote, "The
Future of the Internet", The Grand Challenge 2015, University of
Exeter, June 2015.
- Plenary talk, "Data
Analytics for Smart Cities: Looking Back, Looking Forward", Smart
Cities Convention, London, April 2015.
- Keynote, “Dynamic
Semantics for Dynamic IoT Environments”, The 7th International Workshop on
Semantic Sensor Networks (SSN2014),
October 2014.
- Plenary talk, "CityPulse:
Large-scale data analytics for
smart cities", EU-Taiwan collaboration panel at IEEE iThings2014,
Taipei, Taiwan, September 2014.
- Keynote, "SENSEI:
An Architecture for the Real World
Internet (Semantic Interoperability for RWI, Research Issues and
Challenges)", 1st International Workshop on Semantic
Interoperability
for Smart Spaces (SISS 2010), Co-organized with the IEEE Symposium on
Computers and Communications (ISCC 2010), 22 June 2010, Riccione, Italy.
- Plenary talk, "Big Data and Smart Cities”, 2014 Big Data
and Connected Business Conference, Taipei, Taiwan, December 2014.
- Plenary talk, "Internet
of Things and Data Analytics for
Smart Cities", The
12th European Week of Regions and Cities, Organised by
the European Parliament, October 2014, Brussels.
- Plenary talk, "Internet
of Things: The story so far", The
Conference on Rolling Plan on ICT Standardisation, European
Commission,
Directorate General for Enterprise and Industry, Brussels, March 2014.
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.
- Internet
of Things for healthcare: data integration and security/privacy issues,
PETRAS IoT Research Hub Workshop - Securing Health IoT, The Hamlyn
Centre, Imperial College London, June 2017.
- Internet of Things and Big Data Analytics, Discoveries
on your Doorstep, University of Surrey, March 2017.
- Internet of Things and and Data Analytics for Healthcare:
Experiences from the TIHM for Dementia Project,
PETRAS IoT Research Hub Workshop, Smart IoT London, Marhc 2017.
- Internet
of Things and Data Analytics for Smart Cities and eHealth,
University of York, November, 2016.
- Spatial
Data on the Web, W3C UK & Ireland Office Launch, University of
Southampton, October 2016.
- The
Future is Cyber-Healthcare, Innovation in Pre-hospital Emergency
Medicine (iPHEM16), Air Ambulance Kent Surrey and Sussex, July 2016.
- Smart
City Design in the Age of Big Data and IoT, Smart IoT London, April
2016, ExCel, London.
- Big
Data and Future Networks: Challenges and Opportunities,
The 4th SG13 Regional Workshop for Africa on "Future Networks for a
better Africa: IMT-2020, Trust, Cloud Computing and Big Data”, Accra,
Ghana, March 2016.
- The
Internet of Things: What's next?, ICIN2016 conference, Paris, March
2016.
- Information
Engineering in the Age of the Internet of Things, Digital Catapult,
December 2015.
- Smart
Cities…Smart Future, Christmas Lecture, The IET Surrey Network,
December 2015.
- How
to make cities "smarter"?, UKTI/IET Workshop, Mobile World Congress
2016, Barcelona, February 2016.
- Internet
of Things and Large-scale Data Analytics, The IET Surrey Network,
September 2015.
- Physical-Cyber-Social
Data Analytics & Smart City Applications, 5th
Annual International Cyber-Physical Cloud Computing Workshop,
Washington DC, USA.
- CityPulse:
Large-scale data analysis for smart city applications, IoT &
Society Workshop, IoT Week Lisbon, June 2015.
- Dynamic
Data Analytics for the Internet of Things: Challenges and
Opportunities, IoT Large-Scale Analytics Workshop, IoT Week Lisbon,
June 2015.
- CityPulse:
Large-scale data analysis for smart city applications, EU-US Smart
Cities Workshop, IoT Week Lisbon, June 2015.
- "Dynamic
Semantics for the Internet of Things", OntologySummit2015,
Track
A Session - Ontology Integration in the Internet of Things,
February 2015.
- "Large-scale
Data Analytics for Physical-Cyber-Social Streams", The 4th
International Joint Workshop on Cyber-Physical Cloud Computing, 27-29
August, Osaka, Japan, 2014.
- "Working
with Real World Data", IoT Week 2014, London, June 2014.
- "Discovering
Things and Things’ data/services", IoT Week 2014, London, June 2014.
- "The
impact of Big Data on next generation of smart cities",
Workshop on Driving Innovation and Corporate Entrepreneurship (DICE),
6th February 2014, Business School, University of Surrey.
- "How to make
data more usable on the Internet of Things", School of Computer
Science, Loughborough University, March 2013.
- "Achieving
Semantic Interoperability in the Internet of Things", Internet of
Things (IoT) interoperability workshop, Paris, March 2012.
- "Linked
Data Architecture", Linked Data in the Future Internet, Future
Internet Assembly, Budapest, Hungary, May 2011.
- "Real
World Internet, Smart City and Linked Data", Mirko Presser, Payam
Barnaghi, Linked Data in the Future Internet, FIA Ghent, Dec 2010.
- "Semantic
Interoperability in Information Networking and the Real World Internet",
the 3rd EU-Japan Symposium on Future Internet and New Generation
Networks, 20-22 October 2010 Tampere, Finland.
- "An
Ontology for Sensor Networks, W3C Semantic Sensor Networks Incubator
Group",
Workshop on Context-awareness in Smart Environments, co-organised with
the Future Network \& Mobile Summit 2010, 15 June 2010, Florence,
Italy.
- "Integrating
the Physical with the Digital World of the Network of the Future",
The 6th RECAP Workshop, Grenoble, France, November 2009.
Guest Lectures
- Semantic
Technologies for the Internet of Things, senZations 2017 Summer
School, Limassol, Cyprus, 2017.
- Semantic
Technologies for the Internet of Things, IoT360 Summer School,
Rome, Italy, 2014.
- Intelligent
Data Processing for the Internet of Things, IoT360 Summer School,
Rome, Italy, 2014.
- Semantic Technologies for the Internet of Things,
senZations2014 Summer School, Croatia, September 2014.
- Middleware and Semantic Technologies for M2M communication,
senZations2012 summer school, September 2012, Mecavnik, Serbia.
- Semantic
Web, School of Computer Science, the University of Nottingham,
Nottingham, November 2008.
PhD Supervision
- Current students
- Honglin Li, April 2018-current.
- Graduated students
- Dr Nikolaos Papachristou, Principal Supervisor, Graduated in 2020.
- Dr Masoud Hasanpour, Second Supervisor, Graduated in 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
- Program co-chair, The IEEE Cyber Science and
Technology Congress (CyberSciTech), August 2018.
- Program co-chair, Web Stream
Processing workshop 2018, WWW2018 - The Web Conference.
- Program co-chair, Web Stream Processing
workshop, ISWC 2017 Workshop, October 2017.
- General co-chair, The 10th IEEE
International Conference on Internet of Things (iThings-2017).
- Technical Program vice-chair, International Conference on Computing,
Networking and Communications (ICNC 2018).
- Technical Program co-chair, SmartCity:
Smart Cities and Urban Computing Wokshop, IEEE INFOCOM
2017, May 2017.
- Workshop chair, ICIN Conference Innovations
in Clouds, Internet and Networks
- Program co-chair, IEEE/IFIP
International Workshop on Platforms and Applications for Smart Cities
(PASC)
- Track chair, Internet
of Things track, The19th
Conference on Innovations in Clouds, Internet and Networks (ICIN),
March 2016, Paris, France.
- Program vice-chair, the 15th IEEE
International Conference on Computer and Information Technology
(CIT-2015), October 2015, Liverpool, UK.
- Program co-chair, The 6th Workshop on
Semantics for Smarter Cities, ISWC 2015 Workshop, October 2015.
- Program co-chair, International
Workshop: Data Analytics for Dynamic Environments (DADE 2015),
co-located with The 81st
IEEE Vehicular Technology Conference, VTC2015-Spring.
- Program co-chair, Workshop on
Semantics for Big Data on the Internet of Things (SemBIoT 2014),
co-located with IEEE Conference on Big Data 2014.
- Program co-chair, The
5th Workshop on Semantics for Smarter Cities, ISWC 2014 Workshop.
- Track chair, FI-Cloud2014
- Track co-chair, Mobile
Web, Sensors and Semantic Streams at ESWC 2014.
- Program co-chair, 6th
International Workshop on Semantic Sensor Networks, ISWC 2013
Workshop.
- Program co-chair, The IEEE International
Conference on Ubiquitous Intelligence and Computing (UIC 2013).
- Program vice-chair, IEEE International
Conference on Internet of Things (iThings2013).
- Track co-chair, Mobile
Web, Sensors and Semantic Streams at ESWC
2013.
- Recent Technical Programme Committee
WebConf 2020, ESWC 2019, ISWC 2019, WebConf 2019,
ISWC2018, WebConf2018, ISWC2017, FiCloud 2017, ESWC2017PD, IEEE BigDataService 2017, InterOSS-IoT 2016,
WWW2017, ISWC 2016, ESWC 2016, WWW 2016- Web Science Track, IEEE WCNC2016, ISWC2015, WWW2015-Web
Science Track, ESWC
2015, IEEE WCNC2015, IEEE UIC2015,
WWW
2014-Web Science Track, IEEE
WCNC 2014, ICNC 2014,
ISWC2014, LD4IE -
Linked Data for Information Extraction Workshop.
Membership
Miscellaneous
Last updated: 01-09-2020
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