2025
Discovering patient groups in sequential electronic healthcare data using unsupervised representation learning.
BMC Medical Informatics Decis. Mak., December, 2025
Evaluating Spoken Language as a Biomarker for Automated Screening of Cognitive Impairment.
CoRR, January, 2025
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.
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npj Digit. Medicine, 2024
Using Large Language Models for Expert Prior Elicitation in Predictive Modelling.
CoRR, 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
Low-Energy On-Device Personalization for MCUs.
Proceedings of the IEEE/ACM Symposium on Edge Computing, 2024
Computer vision-inspired contrastive learning for self-supervised anomaly detection in sensor-based remote healthcare monitoring.
Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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.
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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.
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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.
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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.
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Semantic Web, 2019
Observing the Pulse of a City: A Smart City Framework for Real-Time Discovery, Federation, and Aggregation of Data Streams.
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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
IoTCrawler: Browsing the Internet of Things.
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Proceedings of the 2018 Global Internet of Things Summit, 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.
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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.
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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