Simon A. Dobson

Orcid: 0000-0001-9633-2103

Affiliations:
  • University College Dublin, Ireland


According to our database1, Simon A. Dobson authored at least 134 papers between 1992 and 2023.

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Bibliography

2023
Online continual learning for human activity recognition.
Pervasive Mob. Comput., June, 2023

2022
epyc: Computational experiment management in Python.
J. Open Source Softw., 2022

2021
ContrasGAN: Unsupervised domain adaptation in Human Activity Recognition via adversarial and contrastive learning.
Pervasive Mob. Comput., 2021

2020
Discovery and Recognition of Emerging Human Activities Using a Hierarchical Mixture of Directional Statistical Models.
IEEE Trans. Knowl. Data Eng., 2020

<i>XLearn</i>: Learning Activity Labels across Heterogeneous Datasets.
ACM Trans. Intell. Syst. Technol., 2020

On the Social Implications of Collective Adaptive Systems.
IEEE Technol. Soc. Mag., 2020

Bayesian Inference Federated Learning for Heart Rate Prediction.
Proceedings of the Wireless Mobile Communication and Healthcare, 2020

2019
Self-Organization and Resilience for Networked Systems: Design Principles and Open Research Issues.
Proc. IEEE, 2019

Lifelong Learning in Sensor-Based Human Activity Recognition.
IEEE Pervasive Comput., 2019

Representation learning for minority and subtle activities in a smart home environment.
J. Ambient Intell. Smart Environ., 2019

Distributed Self-Monitoring Sensor Networks Via Markov Switching Dynamic Linear Models.
Proceedings of the 13th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2019

Sensor-Based Human Activity Mining Using Dirichlet Process Mixtures of Directional Statistical Models.
Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019

2018
Making Sense of the World: Models for Reliable Sensor-Driven Systems.
CoRR, 2018

Making Sense of the World: Framing Models for Trustworthy Sensor-Driven Systems.
Comput., 2018

A spatially heterogeneous network-based metapopulation software model applied to the simulation of a pulmonary tuberculosis infection.
Appl. Netw. Sci., 2018

2017
Self-Stabilising Target Counting in Wireless Sensor Networks Using Euler Integration.
Proceedings of the 11th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2017

2016
Detecting abnormal events on binary sensors in smart home environments.
Pervasive Mob. Comput., 2016

Spatial awareness in pervasive ecosystems.
Knowl. Eng. Rev., 2016

Discovery and recognition of unknown activities.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

2015
A survey of self-healing systems frameworks.
Softw. Pract. Exp., 2015

Evaluating Unsupervised Fault Detection in Self-Healing Systems Using Stochastic Primitives.
EAI Endorsed Trans. Self Adapt. Syst., 2015

Developing pervasive multi-agent systems with nature-inspired coordination.
Pervasive Mob. Comput., 2015

KCAR: A knowledge-driven approach for concurrent activity recognition.
Pervasive Mob. Comput., 2015

Semantic web technologies in pervasive computing: A survey and research roadmap.
Pervasive Mob. Comput., 2015

Multiplex networks in metropolitan areas: generic features and local effects.
CoRR, 2015

Autonomous Fault Detection in Self-Healing Systems using Restricted Boltzmann Machines.
CoRR, 2015

Towards Data-centric Control of Sensor Networks through Bayesian Dynamic Linear Modelling.
Proceedings of the 2015 IEEE 9th International Conference on Self-Adaptive and Self-Organizing Systems, 2015

Fault detection for binary sensors in smart home environments.
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communications, 2015

Using temporal correlation and time series to detect missing activity-driven sensor events.
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, 2015

2014
Failure detection in wireless sensor networks: A sequence-based dynamic approach.
ACM Trans. Sens. Networks, 2014

USMART: An Unsupervised Semantic Mining Activity Recognition Technique.
ACM Trans. Interact. Intell. Syst., 2014

Energy-Efficient Sensing in Wireless Sensor Networks Using Compressed Sensing.
Sensors, 2014

Formal verification of a pervasive messaging system.
Formal Aspects Comput., 2014

Resilience of modular complex networks.
CoRR, 2014

Self-managing and self-organising mobile computing applications: a separation of concerns approach.
Proceedings of the Symposium on Applied Computing, 2014

Data Collection with In-network Fault Detection Based on Spatial Correlation.
Proceedings of the 2014 International Conference on Cloud and Autonomic Computing, 2014

2013
Compression in wireless sensor networks: A survey and comparative evaluation.
ACM Trans. Sens. Networks, 2013

Packet-level attestation (PLA): A framework for in-network sensor data reliability.
ACM Trans. Sens. Networks, 2013

Perceiving and interpreting smart home datasets with PI.
J. Ambient Intell. Humaniz. Comput., 2013

Augmented materials: spatially embodied sensor networks.
Int. J. Commun. Networks Distributed Syst., 2013

Minimising virtual machine support for concurrency.
Proceedings of the Proceedings 6th Workshop on Programming Language Approaches to Concurrency and Communication-cEntric Software, 2013

A Bio-chemical Approach to Awareness in Pervasive Systems.
Proceedings of First International Workshop on Sensing and Big Data Mining, 2013

Combining self-organisation, context-awareness and semantic reasoning: the case of resource discovery in opportunistic networks.
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

An error-free data collection method exploiting hierarchical physical models of wireless sensor networks.
Proceedings of the 10th ACM Symposium on Performance Evaluation of Wireless Ad Hoc, 2013

Unifying Sensor Fault Detection with Energy Conservation.
Proceedings of the Self-Organizing Systems - 7th IFIP TC 6 International Workshop, 2013

2012
High-Accuracy Reference-Free Ultrasonic Location Estimation.
IEEE Trans. Instrum. Meas., 2012

Decentralized and optimal control of shared resource pools.
ACM Trans. Auton. Adapt. Syst., 2012

Situation identification techniques in pervasive computing: A review.
Pervasive Mob. Comput., 2012

A reconfigurable component model with semantic type system for dynamic WSN applications.
J. Internet Serv. Appl., 2012

Mission-oriented middleware for sensor-driven scientific systems.
J. Internet Serv. Appl., 2012

Self-Organising Semantic Resource Discovery for Pervasive Systems.
Proceedings of the Sixth IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, 2012

Towards Situated Awareness in Urban Networks: A Bio-Inspired Approach.
Proceedings of the Sixth IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, 2012

Analysis of New Gradient Based Aggregation Algorithms for Data-Propagation in Mobile Networks.
Proceedings of the Sixth IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, 2012

Congestion mitigation using in-network sensor datasummarization.
Proceedings of the 9th ACM Symposium on Performance evaluation of wireless ad hoc, 2012

From missions to systems: generating transparently distributable programs for sensor-oriented systems.
Proceedings of the Seventh International Workshop on Middleware for Sensor Networks, 2012

Healthcare in a Pervasive World.
Proceedings of the This Pervasive Day: The Potential and Perils of Pervasive Computing., 2012

2011
Decentralized Self-optimization in Shared Resource Pools.
Proceedings of the Intelligent Networking, Collaborative Systems and Applications, 2011

Robust High-Accuracy Ultrasonic Range Measurement System.
IEEE Trans. Instrum. Meas., 2011


A top-level ontology for smart environments.
Pervasive Mob. Comput., 2011

An ASSL Approach to Handling Uncertainty in Self-adaptive Systems.
Proceedings of the 34th Annual IEEE Software Engineering Workshop, 2011

PI: Perceiver and interpreter of smart home datasets.
Proceedings of the 5th International Conference on Pervasive Computing Technologies for Healthcare, 2011

Social sensors and pervasive services: Approaches and perspectives.
Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011

Sapphire: Generating Java Runtime Artefacts from OWL Ontologies.
Proceedings of the Advanced Information Systems Engineering Workshops, 2011

2010
LOC8: A Location Model and Extensible Framework for Programming with Location.
IEEE Pervasive Comput., 2010

Situvis: A sensor data analysis and abstraction tool for pervasive computing systems.
Pervasive Mob. Comput., 2010

Exploring semantics in activity recognition using context lattices.
J. Ambient Intell. Smart Environ., 2010

Activity recognition using temporal evidence theory.
J. Ambient Intell. Smart Environ., 2010

Fulfilling the Vision of Autonomic Computing.
Computer, 2010

Adaptive Management of Shared Resource Pools with Decentralized Optimization and Epidemics.
Proceedings of the 18th Euromicro Conference on Parallel, 2010

Using Ontologies in Case-Based Activity Recognition.
Proceedings of the Twenty-Third International Florida Artificial Intelligence Research Society Conference, 2010

2009
The Use of Context-Aware Policies and Ontologies to Facilitate Business-Aware Network Management.
J. Netw. Syst. Manag., 2009

Editorial-autonomic and self-organising systems.
Comput. Networks, 2009

Partial Coverage in Homological Sensor Networks.
Proceedings of the 5th IEEE International Conference on Wireless and Mobile Computing, 2009

Human-Behaviour Study with Situation Lattices.
Proceedings of the IEEE International Conference on Systems, 2009

A Context Quality Model to Support Transparent Reasoning with Uncertain Context.
Proceedings of the Quality of Context, First International Workshop, 2009

Situvis: A Visual Tool for Modeling a User's Behaviour Patterns in a Pervasive Environment.
Proceedings of the Pervasive Computing, 7th International Conference, 2009

Using Situation Lattices in Sensor Analysis.
Proceedings of the Seventh Annual IEEE International Conference on Pervasive Computing and Communications, 2009

Self-management of Routing on Human Proximity Networks.
Proceedings of the Self-Organizing Systems, 4th IFIP TC 6 International Workshop, 2009

A Middleware for Implicit Interaction.
Proceedings of the Computing with Instinct, 2009

Decentralized Utility Maximization for Adaptive Management of Shared Resource Pools.
Proceedings of the 1st International Conference on Intelligent Networking and Collaborative Systems, 2009

Delay tolerant networks and spatially detailed human mobility.
Proceedings of the International Conference on Ultra Modern Telecommunications, 2009

Functionality Recomposition for Self-healing.
Proceedings of the ICSOFT 2009, 2009

Using Dempster-Shafer Theory of Evidence for Situation Inference.
Proceedings of the Smart Sensing and Context, 4th European Conference, 2009

Ontonym: a collection of upper ontologies for developing pervasive systems.
Proceedings of the 1st Workshop on Context, Information and Ontologies, 2009

Modelling Periodic Data Dissemination in Wireless Sensor Networks.
Proceedings of the EMS 2009, 2009

On Using Temporal Features to Create More Accurate Human-Activity Classifiers.
Proceedings of the Artificial Intelligence and Cognitive Science - 20th Irish Conference, 2009

Enhancement of Self-organisation in Wireless Networking through a Cross-Layer Approach.
Proceedings of the Ad Hoc Networks, First International Conference, 2009

2008
Representing and Manipulating Situation Hierarchies using Situation Lattices.
Rev. d'Intelligence Artif., 2008

Scatterbox: Context-Aware Message Management.
Rev. d'Intelligence Artif., 2008

An adaptive systems perspective on network calculus, with applications to autonomic control.
Int. J. Auton. Adapt. Commun. Syst., 2008

A relation based measure of semantic similarity for Gene Ontology annotations.
BMC Bioinform., 2008

Cross-Layer Self Routing: A Self-Managed Routing Approach for MANETs.
Proceedings of the IEEE International Conference on Wireless and Mobile Computing, 2008

A Fine-Grained Model for Adaptive On-Demand Provisioning of CPU Shares in Data Centers.
Proceedings of the Self-Organizing Systems, Third International Workshop, 2008

Resolving uncertainty in context integration and abstraction: context integration and abstraction.
Proceedings of the 5th international conference on Pervasive services, 2008

2007
Ontology-based models in pervasive computing systems.
Knowl. Eng. Rev., 2007

Cross-Layer Architectures for Autonomic Communications.
J. Netw. Syst. Manag., 2007

Autonomic Pervasive and Context-Aware Systems.
J. Netw. Syst. Manag., 2007

A Unified Semantics Space Model.
Proceedings of the Location- and Context-Awareness, Third International Symposium, 2007

A first approach to the closed-form specification and analysis of an autonomic control system.
Proceedings of the 12th International Conference on Engineering of Complex Computer Systems (ICECCS 2007), 2007

Context Awareness through Cross-Layer Network Architecture.
Proceedings of the 16th International Conference on Computer Communications and Networks, 2007

Whole-System Programming of Adaptive Ambient Intelligence.
Proceedings of the Universal Access in Human-Computer Interaction. Ambient Interaction, 2007

Construct: An Open Source Pervasive Systems Platform.
Proceedings of the 4th IEEE Consumer Communications and Networking Conference, 2007

2006
A survey of autonomic communications.
ACM Trans. Auton. Adapt. Syst., 2006

Adaptive middleware for autonomic systems.
Ann. des Télécommunications, 2006

A Cross-Layer Architecture for Autonomic Communications.
Proceedings of the Autonomic Networking, First International IFIP TC6 Conference, 2006

Supplementing Case-based Recommenders with Context Data.
Proceedings of the 1st Workshop on Case-based Reasoning and Context Awareness (CACOA) co-located with the 8th European Conference on Case-Based Reasoning (ECCBR) September 5, 2006

An Evaluation Framework for Disseminating Context Information with Gossiping.
Proceedings of the Smart Sensing and Context, First European Conference, EuroSSC 2006, 2006

Context Delivery in Ad Hoc Networks Using Enhanced Gossiping Algorithms.
Proceedings of the Smart Sensing and Context, First European Conference, EuroSSC 2006, 2006

Integrating Multiple Contexts and Ontologies in a Pervasive Computing Framework.
Proceedings of the 2nd International Workshop on Contexts and Ontologies: Theory, 2006

Rapid User-Centred Evaluation for Context-Aware Systems.
Proceedings of the Interactive Systems. Design, 2006

2005
Context is key.
Commun. ACM, 2005

Towards a Reliable, Wide-Area Infrastructure for Context-Based Self-management of Communications.
Proceedings of the Autonomic Communication, Second International IFIP Workshop, 2005

Comparing Service-Oriented and Distributed Object Architectures.
Proceedings of the On the Move to Meaningful Internet Systems 2005: CoopIS, 2005

A Co-designed Hardware/Software Architecture for Augmented Materials.
Proceedings of the Mobility Aware Technologies and Applications, 2005

Leveraging the subtleties of location.
Proceedings of the 2005 joint conference on Smart objects and ambient intelligence, 2005

2004
A Systems Architecture for Sensor Networks Based On Hardware/Software Co-design.
Proceedings of the Autonomic Communication, First International IFIP Workshop, 2004

Putting Meaning into the Network: Some Semantic Issues for the Design of Autonomic Communications Systems.
Proceedings of the Autonomic Communication, First International IFIP Workshop, 2004

More Principled Design of Pervasive Computing Systems.
Proceedings of the Engineering Human Computer Interaction and Interactive Systems, 2004

Component-Oriented Approaches to Context-Aware Computing.
Proceedings of the Object-Oriented Technology: ECOOP 2004 Workshop Reader, 2004

2003
Applications considered harmful for ambient systems.
Proceedings of the 1st Intenational Symposium on Information and Communication Technologies, 2003

2000
As strong as possible mobility (poster).
Proceedings of the 22nd International Conference on on Software Engineering, 2000

The Virtues Architecture: A Software Infrastructure for Business-to-Business E-Commerce.
Proceedings of the ICEIS 2000, 2000

Ionic Types.
Proceedings of the ECOOP 2000, 2000

As Strong as Possible Agent Mobility.
Proceedings of the Infrastructure for Agents, 2000

1999
The Future of Enterprise Groupware Applications.
Proceedings of the 1st International Conference on Enterprise Information Systems, 1999

Vanilla: An Open Language Framework.
Proceedings of the Generative and Component-Based Software Engineering, 1999

1998
Toward a Model for Shared Data Abstraction with Performance.
J. Parallel Distributed Comput., 1998

Objects, components, and the virtual enterprise.
Proceedings of the Addendum to the 1998 Proceedings of the Conference on Object-Oriented Programming, 1998

1997
Programming with Shared Data Abstractions.
Proceedings of the Solving Irregularly Structured Problems in Parallel, 1997

1996
Towards a theory of shared data in distributed systems.
Proceedings of the Software Engineering for Parallel and Distributed Systems, 1996

1995
Lightweight Databases.
Comput. Networks ISDN Syst., 1995

1993
An approach to scalable parallel programming.
PhD thesis, 1993

1992
A System for Building Scalable Parallel Applications.
Proceedings of the Programming Environments for Parallel Computing, 1992


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