Payam M. Barnaghi

Orcid: 0000-0001-8591-9638

Affiliations:
  • Imperial College London, Department of Brain Sciences, London, UK
  • UK Dementia Research Institute, London, UK
  • University of Surrey, UK


According to our database1, Payam M. Barnaghi authored at least 118 papers between 2006 and 2024.

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Bibliography

2024
A Markov Chain Model for Identifying Changes in Daily Activity Patterns of People Living With Dementia.
IEEE Internet Things J., January, 2024

Digital remote monitoring for screening and early detection of urinary tract infections.
npj Digit. Medicine, 2024

Enabling Regional Explainability by Automatic and Model-agnostic Rule Extraction.
CoRR, 2024

Representation Learning of Daily Movement Data Using Text Encoders.
CoRR, 2024

MicroT: Low-Energy and Adaptive Models for MCUs.
CoRR, 2024

Utilizing graph neural networks for adverse health detection and personalized decision making in sensor-based remote monitoring for dementia care.
Comput. Biol. Medicine, 2024

Analyzing entropy features in time-series data for pattern recognition in neurological conditions.
Artif. Intell. Medicine, 2024

2023
Negotiating the capacities and limitations of sensor-mediated care in the home.
J. Comput. Mediat. Commun., August, 2023

Discovering Behavioral Patterns Using Conversational Technology for In-Home Health and Well-Being Monitoring.
IEEE Internet Things J., 2023

Interpreting Differentiable Latent States for Healthcare Time-series Data.
CoRR, 2023

Information Theory Inspired Pattern Analysis for Time-series Data.
CoRR, 2023

Predicting Targets with Data from Non-Conforming Sources.
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

Folded Hamiltonian Monte Carlo for Bayesian Generative Adversarial Networks.
Proceedings of the Asian Conference on Machine Learning, 2023

2022
Editorial: Big data technologies and applications.
Wirel. Networks, 2022

Guest Editorial Special Issue on Green Communications and Networking With Machine Intelligence for Smart Cities.
IEEE Trans. Green Commun. Netw., 2022

Conversational Affective Social Robots for Ageing and Dementia Support.
IEEE Trans. Cogn. Dev. Syst., 2022

The effect of COVID-19 on the home behaviours of people affected by dementia.
npj Digit. Medicine, 2022

Emotive Response to a Hybrid-Face Robot and Translation to Consumer Social Robots.
IEEE Internet Things J., 2022

Loss Adapted Plasticity in Deep Neural Networks to Learn from Data with Unreliable Sources.
CoRR, 2022

Using Entropy Measures for Monitoring the Evolution of Activity Patterns.
Proceedings of the 8th IEEE World Forum on Internet of Things, 2022

Multimodal Federated Learning on IoT Data.
Proceedings of the Seventh IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2022

2021
Continual Learning Using Bayesian Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2021

A New Pattern Representation Method for Time-Series Data.
IEEE Trans. Knowl. Data Eng., 2021

Fusion Models for Generalized Classification of Multi-Axial Human Movement: Validation in Sport Performance.
Sensors, 2021

Special Issue on Robustness and Efficiency in the Convergence of Artificial Intelligence and IoT.
IEEE Internet Things J., 2021

Harnessing the Power of Smart and Connected Health to Tackle COVID-19: IoT, AI, Robotics, and Blockchain for a Better World.
IEEE Internet Things J., 2021

Designing A Clinically Applicable Deep Recurrent Model to Identify Neuropsychiatric Symptoms in People Living with Dementia Using In-Home Monitoring Data.
CoRR, 2021

Multimodal Federated Learning.
CoRR, 2021

A Hamiltonian Monte Carlo Model for Imputation and Augmentation of Healthcare Data.
CoRR, 2021

An attention model to analyse the risk of agitation and urinary tract infections in people with dementia.
CoRR, 2021

2020
Improving the Accuracy of the Video Popularity Prediction Models through User Grouping and Video Popularity Classification.
ACM Trans. Web, 2020

Big Data Intelligent Networking.
IEEE Netw., 2020

Emotive Response to a Hybrid-Face Robot and Translation to Consumer Social Robots.
CoRR, 2020

Machine learning for risk analysis of Urinary Tract Infection in people with dementia.
CoRR, 2020

Semi-supervised Federated Learning for Activity Recognition.
CoRR, 2020

Continual Learning Using Task Conditional Neural Networks.
CoRR, 2020

A Digital Platform for Remote Healthcare Monitoring.
Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Verifying the Causes of Adversarial Examples.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Enabling Context-Aware Search using Extracted Insights from IoT Data Streams.
Proceedings of the 2020 Global Internet of Things Summit, 2020

Privacy-preserving activity and health monitoring on databox.
Proceedings of the 3rd International Workshop on Edge Systems, Analytics and Networking, 2020

2019
An Online Adaptive Algorithm for Change Detection in Streaming Sensory Data.
IEEE Syst. J., 2019

Best practices for publishing, retrieving, and using spatial data on the web.
Semantic Web, 2019

Observing the Pulse of a City: A Smart City Framework for Real-Time Discovery, Federation, and Aggregation of Data Streams.
IEEE Internet Things J., 2019

Quality-Based and Energy-Efficient Data Communication for the Internet of Things Networks.
IEEE Internet Things J., 2019

Continual Learning in Deep Neural Network by Using a Kalman Optimiser.
CoRR, 2019

IoT-Stream: A Lightweight Ontology for Internet of Things Data Streams.
Proceedings of the 2019 Global IoT Summit, 2019

Lagrangian-Based Pattern Extraction for Edge Computing in the Internet of Things.
Proceedings of the 6th IEEE International Conference on Cyber Security and Cloud Computing, 2019

2018
BEATS: Blocks of Eigenvalues Algorithm for Time Series Segmentation.
IEEE Trans. Knowl. Data Eng., 2018

Using LDA to Uncover the Underlying Structures and Relations in Smart City Data Streams.
IEEE Syst. J., 2018

A Novel Indexing Method for Scalable IoT Source Lookup.
IEEE Internet Things J., 2018

The Internet of Things for Dementia Care.
IEEE Internet Comput., 2018

Machine learning for internet of things data analysis: a survey.
Digit. Commun. Networks, 2018

Large-Scale Indexing, Discovery, and Ranking for the Internet of Things (IoT).
ACM Comput. Surv., 2018

Kalman Filter Modifier for Neural Networks in Non-stationary Environments.
CoRR, 2018

Spatio-Temporal Analysis for Smart City Data.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Web Stream Processing Workshop Chairs' Welcome & Organization.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

An adaptive method for data reduction in the Internet of Things.
Proceedings of the 4th IEEE World Forum on Internet of Things, 2018

Segment Parameter Labelling in MCMC Mean-Shift Change Detection.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018


2017
Quantum load balancing in ad hoc networks.
Quantum Inf. Process., 2017

IoT-Lite: a lightweight semantic model for the internet of things and its use with dynamic semantics.
Pers. Ubiquitous Comput., 2017

Adaptive Clustering for Dynamic IoT Data Streams.
IEEE Internet Things J., 2017

Volatility Based Change Detection in Data Streams.
CoRR, 2017

A Deep Multi-View Learning Framework for City Event Extraction from Twitter Data Streams.
CoRR, 2017

Virtualized environments, from connectivity to services.
Ann. des Télécommunications, 2017

A Non-invasive Wireless Monitoring Device for Children and Infants in Pre-Hospital and Acute Hospital Environments.
Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017

Pattern Identification for State Prediction in Dynamic Data Streams.
Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017

Distributed spatial indexing for the Internet of Things data management.
Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017

Detecting changes in the variance of multi-sensory accelerometer data using MCMC.
Proceedings of the 2017 IEEE SENSORS, Glasgow, United Kingdom, October 29, 2017

Data analysis as a web service: A case study using IoT sensor data.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
OMI-DL: An Ontology Matching Framework.
IEEE Trans. Serv. Comput., 2016

Automated Semantic Knowledge Acquisition From Sensor Data.
IEEE Syst. J., 2016

On the Effect of Adaptive and Nonadaptive Analysis of Time-Series Sensory Data.
IEEE Internet Things J., 2016

On Searching the Internet of Things: Requirements and Challenges.
IEEE Intell. Syst., 2016

CityPulse: Large Scale Data Analytics Framework for Smart Cities.
IEEE Access, 2016

Marginal distribution clustering of multi-variate streaming IoT data.
Proceedings of the 3rd IEEE World Forum on Internet of Things, 2016

A distributed in-network indexing mechanism for the Internet of Things.
Proceedings of the 3rd IEEE World Forum on Internet of Things, 2016

Physical-cyber-social similarity analysis in smart cities.
Proceedings of the 3rd IEEE World Forum on Internet of Things, 2016

IoT-Lite: A Lightweight Semantic Model for the Internet of Things.
Proceedings of the 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, 2016

2015
Extracting City Traffic Events from Social Streams.
ACM Trans. Intell. Syst. Technol., 2015

Challenges for Quality of Data in Smart Cities.
ACM J. Data Inf. Qual., 2015

A Practical Evaluation of Information Processing and Abstraction Techniques for the Internet of Things.
IEEE Internet Things J., 2015

Physical-Cyber-Social Computing: Looking Back, Looking Forward.
IEEE Internet Comput., 2015

2014
Probabilistic Matchmaking Methods for Automated Service Discovery.
IEEE Trans. Serv. Comput., 2014

Multi-resolution data communication in wireless sensor networks.
Proceedings of the IEEE World Forum on Internet of Things, 2014

A Validation Tool for the W3C SSN Ontology based Sensory Semantic Knowledge.
Proceedings of the Joint Proceedings of the 6th International Workshop on the Foundations, 2014

A Knowledge-Based Approach for Real-Time IoT Data Stream Annotation and Processing.
Proceedings of the 2014 IEEE International Conference on Internet of Things, 2014

2013
From Data to Actionable Knowledge: Big Data Challenges in the Web of Things.
IEEE Intell. Syst., 2013

Physical-Cyber-Social Computing (Dagstuhl Reports 13402).
Dagstuhl Reports, 2013

Open services for IoT cloud applications in the future internet.
Proceedings of the IEEE 14th International Symposium on "A World of Wireless, 2013

Data processing and semantics for advanced internet of things (IoT) applications: modeling, annotation, integration, and perception.
Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics, 2013

Composition of services in pervasive environments: A Divide and Conquer approach.
Proceedings of the 2013 IEEE Symposium on Computers and Communications, 2013

A Linked-Data Model for Semantic Sensor Streams.
Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013

2012
The SSN ontology of the W3C semantic sensor network incubator group.
J. Web Semant., 2012

An Internet of Things Platform for Real-World and Digital Objects.
Scalable Comput. Pract. Exp., 2012

Semantics for the Internet of Things: Early Progress and Back to the Future.
Int. J. Semantic Web Inf. Syst., 2012

A Resource Mobility Scheme for Service-Continuity in the Internet of Things.
Proceedings of the 2012 IEEE International Conference on Green Computing and Communications, 2012

A Hybrid Semantic Matchmaker for IoT Services.
Proceedings of the 2012 IEEE International Conference on Green Computing and Communications, 2012

A test-driven approach for life cycle management of internet of things enabled services.
Proceedings of the 2012 Future Network & Mobile Summit, Berlin, Germany, July 4-6, 2012, 2012

2011
Rational Research model for ranking semantic entities.
Inf. Sci., 2011

A Probabilistic Latent Factor approach to service ranking.
Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2011

A mediated gossiping mechanism for large-scale sensor networks.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2011

Service Modelling for Internet of Things.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2011

Context-aware management for sensor networks.
Proceedings of the 5th International Conference on COMmunication System softWAre and MiddlewaRE (COMSWARE 2011), 2011

2010
Probabilistic Topic Models for Learning Terminological Ontologies.
IEEE Trans. Knowl. Data Eng., 2010

Using concept and structure similarities for ontology integration.
Proceedings of the 5th International Workshop on Ontology Matching (OM-2010), 2010

Probabilistic Methods for Service Clustering.
Proceedings of the 4th International Workshop on Service Matchmaking and Resource Retrieval in the Semantic Web, 2010

Publishing Linked Sensor Data.
Proceedings of the 3rd International Workshop on Semantic Sensor Networks, 2010

Modeling of sensor data and context for the Real World Internet.
Proceedings of the Eigth Annual IEEE International Conference on Pervasive Computing and Communications, 2010

The SENSEI Real World Internet Architecture.
Proceedings of the Towards the Future Internet - Emerging Trends from European Research, 2010

2009
Semantic Association Analysis in Ontology-Based Information Retrieval.
Proceedings of the Handbook of Research on Digital Libraries: Design, 2009

Semantic Annotation and Reasoning for Sensor Data.
Proceedings of the Smart Sensing and Context, 4th European Conference, 2009

2007
Semantic Media in Medical Information Systems.
Proceedings of the Second International Workshop on Semantic Media Adaptation and Personalization, 2007

Semantic-Enhanced Information Search and Retrieval.
Proceedings of The Sixth International Conference on Advanced Language Processing and Web Information Technology, 2007

A Context-Aware Ranking Method for the Complex Relationships on the Semantic Web.
Proceedings of The Sixth International Conference on Advanced Language Processing and Web Information Technology, 2007

2006
Semantics-based Dynamic Hypermedia Adaptation using the Hidden Markov Model.
Proceedings of the 1st International Workshop on Semantic-Enhanced Multimedia Presentation Systems (SEMPS-2006), 2006

A Flexible Architecture for Semantic Annotation and Automated Multimedia Presentation Generation.
Proceedings of the 1st International Workshop on Semantic-Enhanced Multimedia Presentation Systems (SEMPS-2006), 2006

User Mediated Hypermedia Presentation Generation on the Semantic Web Framework.
Proceedings of the Advances in Artificial Reality and Tele-Existence, 2006


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