Simon Dobson

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 17

Top Topics

Statistical Models

Sensor Networks

Activity Recognition

Fault Detection

Top Venues

Pervasive Mob. Comput.

ACM Trans. Sens. Networks

Publications

Martin Schiemer, Lei Fang, Simon Dobson, Juan Ye
Online continual learning for human activity recognition. Pervasive Mob. Comput. 93 (2023)
Simon Dobson
epyc: Computational experiment management in Python. J. Open Source Softw. 7 (72) (2022)
Andrea Rosales Sanabria, Franco Zambonelli, Simon Dobson, Juan Ye
ContrasGAN: Unsupervised domain adaptation in Human Activity Recognition via adversarial and contrastive learning. Pervasive Mob. Comput. 78 (2021)
Lei Fang, Juan Ye, Simon Dobson
Discovery and Recognition of Emerging Human Activities Using a Hierarchical Mixture of Directional Statistical Models. IEEE Trans. Knowl. Data Eng. 32 (7) (2020)
Juan Ye, Simon Dobson, Franco Zambonelli
: Learning Activity Labels across Heterogeneous Datasets. ACM Trans. Intell. Syst. Technol. 11 (2) (2020)
Lei Fang, Xiaoli Liu, Xiang Su, Juan Ye, Simon Dobson, Pan Hui, Sasu Tarkoma
Bayesian Inference Federated Learning for Heart Rate Prediction. MobiHealth (2020)
Antonio Bucchiarone, Mirko D'Angelo, Danilo Pianini, Giacomo Cabri, Martina De Sanctis, Mirko Viroli, Roberto Casadei, Simon Dobson
On the Social Implications of Collective Adaptive Systems. IEEE Technol. Soc. Mag. 39 (3) (2020)
Lei Fang, Juan Ye, Simon Dobson
Distributed Self-Monitoring Sensor Networks Via Markov Switching Dynamic Linear Models. SASO (2019)
Lei Fang, Juan Ye, Simon Dobson
Sensor-Based Human Activity Mining Using Dirichlet Process Mixtures of Directional Statistical Models. DSAA (2019)
Juan Ye, Simon Dobson, Franco Zambonelli
Lifelong Learning in Sensor-Based Human Activity Recognition. IEEE Pervasive Comput. 18 (3) (2019)
Simon Dobson, David Hutchison, Andreas Mauthe, Alberto E. Schaeffer Filho, Paul Smith, James P. G. Sterbenz
Self-Organization and Resilience for Networked Systems: Design Principles and Open Research Issues. Proc. IEEE 107 (4) (2019)
Andrea Rosales Sanabria, Thomas W. Kelsey, Simon Dobson, Juan Ye
Representation learning for minority and subtle activities in a smart home environment. J. Ambient Intell. Smart Environ. 11 (6) (2019)
Michael J. Pitcher, Ruth Bowness, Simon Dobson, Stephen Gillespie
A spatially heterogeneous network-based metapopulation software model applied to the simulation of a pulmonary tuberculosis infection. Appl. Netw. Sci. 3 (1) (2018)
Muffy Calder, Simon Dobson, Michael Fisher, Julie A. McCann
Making Sense of the World: Models for Reliable Sensor-Driven Systems. CoRR (2018)
Muffy Calder, Simon Dobson, Michael Fisher, Julie A. McCann
Making Sense of the World: Framing Models for Trustworthy Sensor-Driven Systems. Comput. 7 (4) (2018)
Danilo Pianini, Simon Dobson, Mirko Viroli
Self-Stabilising Target Counting in Wireless Sensor Networks Using Euler Integration. SASO (2017)
Juan Ye, Graeme Stevenson, Simon Dobson
Detecting abnormal events on binary sensors in smart home environments. Pervasive Mob. Comput. 33 (2016)
Lei Fang, Simon Dobson
Towards Data-centric Control of Sensor Networks through Bayesian Dynamic Linear Modelling. SASO (2015)
Chris Schneider, Adam Barker, Simon Dobson
Evaluating Unsupervised Fault Detection in Self-Healing Systems Using Stochastic Primitives. EAI Endorsed Trans. Self Adapt. Syst. 1 (1) (2015)
Emanuele Strano, Saray Shai, Simon Dobson, Marc Barthelemy
Multiplex networks in metropolitan areas: generic features and local effects. CoRR (2015)
Chris Schneider, Adam Barker, Simon Dobson
Autonomous Fault Detection in Self-Healing Systems using Restricted Boltzmann Machines. CoRR (2015)
Juan Ye, Stamatia Dasiopoulou, Graeme Stevenson, Georgios Meditskos, Efstratios Kontopoulos, Ioannis Kompatsiaris, Simon Dobson
Semantic web technologies in pervasive computing: A survey and research roadmap. Pervasive Mob. Comput. 23 (2015)
Savas Konur, Michael Fisher, Simon Dobson, Stephen Knox
Formal verification of a pervasive messaging system. Formal Aspects Comput. 26 (4) (2014)
Lei Fang, Simon Dobson
Data Collection with In-network Fault Detection Based on Spatial Correlation. ICCAC (2014)
Saray Shai, Dror Y. Kenett, Yoed N. Kenett, Miriam Faust, Simon Dobson, Shlomo Havlin
Resilience of modular complex networks. CoRR (2014)
Abu Raihan M. Kamal, Chris J. Bleakley, Simon Dobson
Failure detection in wireless sensor networks: A sequence-based dynamic approach. ACM Trans. Sens. Networks 10 (2) (2014)
Jose Luis Fernandez-Marquez, Giovanna Di Marzo Serugendo, Graeme Stevenson, Juan Ye, Simon Dobson, Franco Zambonelli
Self-managing and self-organising mobile computing applications: a separation of concerns approach. SAC (2014)
Mohammad Abdur Razzaque, Simon Dobson
Energy-Efficient Sensing in Wireless Sensor Networks Using Compressed Sensing. Sensors 14 (2) (2014)
Simon Dobson, Alan Dearle, Barry Porter
Minimising virtual machine support for concurrency. PLACES (2013)
Mohammad Abdur Razzaque, Simon Dobson, Kieran Delaney
Augmented materials: spatially embodied sensor networks. Int. J. Commun. Networks Distributed Syst. 11 (4) (2013)
Graeme Stevenson, Juan Ye, Simon Dobson, Danilo Pianini, Sara Montagna, Mirko Viroli
Combining self-organisation, context-awareness and semantic reasoning: the case of resource discovery in opportunistic networks. SAC (2013)
Lei Fang, Simon Dobson
Unifying Sensor Fault Detection with Energy Conservation. IWSOS (2013)
Lei Fang, Simon Dobson, Danny Hughes
An error-free data collection method exploiting hierarchical physical models of wireless sensor networks. PE-WASUN (2013)
Mohammad Abdur Razzaque, Chris J. Bleakley, Simon Dobson
Compression in wireless sensor networks: A survey and comparative evaluation. ACM Trans. Sens. Networks 10 (1) (2013)
Juan Ye, Graeme Stevenson, Simon Dobson, Michael J. O'Grady, Gregory M. P. O'Hare
Perceiving and interpreting smart home datasets with PI. J. Ambient Intell. Humaniz. Comput. 4 (6) (2013)
Abu Raihan M. Kamal, Chris J. Bleakley, Simon Dobson
Packet-level attestation (PLA): A framework for in-network sensor data reliability. ACM Trans. Sens. Networks 9 (2) (2013)
Klaas Thoelen, Danny Hughes, Nelson Matthys, Lei Fang, Simon Dobson, Yizhou Qiang, Wei Bai, Ka Lok Man, Sheng-Uei Guan, Davy Preuveneers, Sam Michiels, Christophe Huygens, Wouter Joosen
A reconfigurable component model with semantic type system for dynamic WSN applications. J. Internet Serv. Appl. 3 (3) (2012)
Juan Ye, Simon Dobson, Susan McKeever
Situation identification techniques in pervasive computing: A review. Pervasive Mob. Comput. 8 (1) (2012)
Barry Porter, Alan Dearle, Simon Dobson
From missions to systems: generating transparently distributable programs for sensor-oriented systems. MidSens (2012)
Graeme Stevenson, Juan Ye, Simon Dobson, Mirko Viroli, Sara Montagna
Self-Organising Semantic Resource Discovery for Pervasive Systems. SASO Workshops (2012)
Emerson Loureiro, Paddy Nixon, Simon Dobson
Decentralized and optimal control of shared resource pools. ACM Trans. Auton. Adapt. Syst. 7 (1) (2012)
Graeme Stevenson, Jose Luis Fernandez-Marquez, Sara Montagna, Alberto Rosi, Juan Ye, Akla-Esso Tchao, Simon Dobson, Giovanna Di Marzo Serugendo, Mirko Viroli
Towards Situated Awareness in Urban Networks: A Bio-Inspired Approach. SASO Workshops (2012)
Alan Dearle, Simon Dobson
Mission-oriented middleware for sensor-driven scientific systems. J. Internet Serv. Appl. 3 (1) (2012)
Jose Luis Fernandez-Marquez, Akla-Esso Tchao, Giovanna Di Marzo Serugendo, Graeme Stevenson, Juan Ye, Simon Dobson
Analysis of New Gradient Based Aggregation Algorithms for Data-Propagation in Mobile Networks. SASO Workshops (2012)
Abu Raihan M. Kamal, Chris J. Bleakley, Simon Dobson
Congestion mitigation using in-network sensor datasummarization. PE-WASUN (2012)
Mohamed M. Saad, Chris J. Bleakley, Tarig Ballal, Simon Dobson
High-Accuracy Reference-Free Ultrasonic Location Estimation. IEEE Trans. Instrum. Meas. 61 (6) (2012)
Mohamed M. Saad, Chris J. Bleakley, Simon Dobson
Robust High-Accuracy Ultrasonic Range Measurement System. IEEE Trans. Instrum. Meas. 60 (10) (2011)
Graeme Stevenson, Simon Dobson
Sapphire: Generating Java Runtime Artefacts from OWL Ontologies. CAiSE Workshops (2011)
Alberto Rosi, Marco Mamei, Franco Zambonelli, Simon Dobson, Graeme Stevenson, Juan Ye
Social sensors and pervasive services: Approaches and perspectives. PerCom Workshops (2011)
Emil Vassev, Mike Hinchey, Dharini Balasubramaniam, Simon Dobson
An ASSL Approach to Handling Uncertainty in Self-adaptive Systems. SEW (2011)
Franco Zambonelli, Gabriella Castelli, Laura Ferrari, Marco Mamei, Alberto Rosi, Giovanna Di Marzo Serugendo, Matteo Risoldi, Akla-Esso Tchao, Simon Dobson, Graeme Stevenson, Juan Ye, Elena Nardini, Andrea Omicini, Sara Montagna, Mirko Viroli, Alois Ferscha, Sascha Maschek, Bernhard Wally
Self-aware Pervasive Service Ecosystems. FET (2011)
Juan Ye, Graeme Stevenson, Simon Dobson, Michael J. O'Grady, Gregory M. P. O'Hare
PI: Perceiver and interpreter of smart home datasets. PervasiveHealth (2011)
Graeme Stevenson, Juan Ye, Simon Dobson, Paddy Nixon
LOC8: A Location Model and Extensible Framework for Programming with Location. IEEE Pervasive Comput. 9 (1) (2010)
Stephen Knox, Lorcan Coyle, Simon Dobson
Using Ontologies in Case-Based Activity Recognition. FLAIRS Conference (2010)
Susan McKeever, Juan Ye, Lorcan Coyle, Chris J. Bleakley, Simon Dobson
Activity recognition using temporal evidence theory. J. Ambient Intell. Smart Environ. 2 (3) (2010)
Juan Ye, Simon Dobson
Exploring semantics in activity recognition using context lattices. J. Ambient Intell. Smart Environ. 2 (4) (2010)
Simon Dobson, Roy Sterritt, Paddy Nixon, Mike Hinchey
Fulfilling the Vision of Autonomic Computing. Computer 43 (1) (2010)
Emerson Loureiro, Paddy Nixon, Simon Dobson
Adaptive Management of Shared Resource Pools with Decentralized Optimization and Epidemics. PDP (2010)
Adrian K. Clear, Thomas Holland, Simon Dobson, Aaron J. Quigley, Ross Shannon, Paddy Nixon
Situvis: A sensor data analysis and abstraction tool for pervasive computing systems. Pervasive Mob. Comput. 6 (5) (2010)
Matthew Stabeler, Davide Cellai, Simon Dobson, Paddy Nixon
Delay tolerant networks and spatially detailed human mobility. ICUMT (2009)
Emerson Loureiro, Patrick Nixon, Simon Dobson
Decentralized Utility Maximization for Adaptive Management of Shared Resource Pools. INCoS (2009)
Juan Ye, Adrian K. Clear, Lorcan Coyle, Simon Dobson
On Using Temporal Features to Create More Accurate Human-Activity Classifiers. AICS (2009)
Josu Martinez, Simon Dobson
Functionality Recomposition for Self-healing. ICSOFT (2) (2009)
Susan McKeever, Juan Ye, Lorcan Coyle, Simon Dobson
A Context Quality Model to Support Transparent Reasoning with Uncertain Context. QuaCon (2009)
Graeme Stevenson, Stephen Knox, Simon Dobson, Paddy Nixon
Ontonym: a collection of upper ontologies for developing pervasive systems. CIAO@ESWC (2009)
Juan Ye, Lorcan Coyle, Simon Dobson, Paddy Nixon
Using Situation Lattices in Sensor Analysis. PerCom (2009)
Simon Dobson, John Strassner, Hermann de Meer
Editorial-autonomic and self-organising systems. Comput. Networks 53 (10) (2009)
John Strassner, Sven van der Meer, Declan O'Sullivan, Simon Dobson
The Use of Context-Aware Policies and Ontologies to Facilitate Business-Aware Network Management. J. Netw. Syst. Manag. 17 (3) (2009)
Simon Dobson
An adaptive systems perspective on network calculus, with applications to autonomic control. Int. J. Auton. Adapt. Commun. Syst. 1 (3) (2008)
Juan Ye, Susan McKeever, Lorcan Coyle, Steve Neely, Simon Dobson
Resolving uncertainty in context integration and abstraction: context integration and abstraction. ICPS (2008)
Emerson Loureiro, Paddy Nixon, Simon Dobson
A Fine-Grained Model for Adaptive On-Demand Provisioning of CPU Shares in Data Centers. IWSOS (2008)
Mohammad Abdur Razzaque, Simon Dobson, Paddy Nixon
Cross-Layer Self Routing: A Self-Managed Routing Approach for MANETs. WiMob (2008)
Brendan Sheehan, Aaron J. Quigley, Benoit Gaudin, Simon Dobson
A relation based measure of semantic similarity for Gene Ontology annotations. BMC Bioinform. 9 (2008)
Stephen Knox, Ross Shannon, Lorcan Coyle, Adrian K. Clear, Simon Dobson, Aaron J. Quigley, Paddy Nixon
Scatterbox: Context-Aware Message Management. Rev. d'Intelligence Artif. 22 (5) (2008)
Simon Dobson, Paddy Nixon
Whole-System Programming of Adaptive Ambient Intelligence. HCI (6) (2007)
David Lewis, Simon Dobson
Autonomic Pervasive and Context-Aware Systems. J. Netw. Syst. Manag. 15 (1) (2007)
Juan Ye, Lorcan Coyle, Simon Dobson, Paddy Nixon
Ontology-based models in pervasive computing systems. Knowl. Eng. Rev. 22 (4) (2007)
Simon Dobson, Eoin Bailey, Stephen Knox, Ross Shannon, Aaron J. Quigley
A first approach to the closed-form specification and analysis of an autonomic control system. ICECCS (2007)
Mohammad Abdur Razzaque, Simon Dobson, Paddy Nixon
Context Awareness through Cross-Layer Network Architecture. ICCCN (2007)
Simon Dobson, Paddy Nixon, Lorcan Coyle, Steve Neely, Graeme Stevenson, Graham Williamson
Construct: An Open Source Pervasive Systems Platform. CCNC (2007)
Mohammad Abdur Razzaque, Simon Dobson, Paddy Nixon
Cross-Layer Architectures for Autonomic Communications. J. Netw. Syst. Manag. 15 (1) (2007)
Juan Ye, Lorcan Coyle, Simon Dobson, Paddy Nixon
A Unified Semantics Space Model. LoCA (2007)
Syarulnaziah Anawar, Lorcan Coyle, Simon Dobson, Paddy Nixon
Context Delivery in Ad Hoc Networks Using Enhanced Gossiping Algorithms. EuroSSC (2006)
Eleanor O'Neill, David Lewis, Kris McGlinn, Simon Dobson
Rapid User-Centred Evaluation for Context-Aware Systems. DSV-IS (2006)
Adrian K. Clear, Stephen Knox, Juan Ye, Lorcan Coyle, Simon Dobson, Paddy Nixon
Integrating Multiple Contexts and Ontologies in a Pervasive Computing Framework. C&O@ECAI (2006)
Steve Neely, Simon Dobson, Paddy Nixon
Adaptive middleware for autonomic systems. Ann. des Télécommunications 61 (9-10) (2006)
Graham Williamson, Graeme Stevenson, Steve Neely, Simon Dobson, Paddy Nixon
An Evaluation Framework for Disseminating Context Information with Gossiping. EuroSSC (2006)
Simon Dobson, Spyros G. Denazis, Antonio Fernández, Dominique Gaïti, Erol Gelenbe, Fabio Massacci, Paddy Nixon, Fabrice Saffre, Nikita Schmidt, Franco Zambonelli
A survey of autonomic communications. ACM Trans. Auton. Adapt. Syst. 1 (2) (2006)
Lorcan Coyle, Evelyn Balfe, Graeme Stevenson, Steve Neely, Simon Dobson, Paddy Nixon, Barry Smyth
Supplementing Case-based Recommenders with Context Data. CACOA (2006)
Simon Dobson
Leveraging the subtleties of location. sOc-EUSAI (2005)
Seán Baker, Simon Dobson
Comparing Service-Oriented and Distributed Object Architectures. OTM Conferences (1) (2005)
Joëlle Coutaz, James L. Crowley, Simon Dobson, David Garlan
Context is key. Commun. ACM 48 (3) (2005)
Simon Dobson, Kieran Delaney, Kafil Mahmood Razeeb, Sergey Tsvetkov
A Co-designed Hardware/Software Architecture for Augmented Materials. MATA (2005)
Andy Nisbet, Simon Dobson
A Systems Architecture for Sensor Networks Based On Hardware/Software Co-design. WAC (2004)
Simon Dobson
Putting Meaning into the Network: Some Semantic Issues for the Design of Autonomic Communications Systems. WAC (2004)
Simon Dobson
Applications considered harmful for ambient systems. ISICT (2003)