Simon Caton

According to our database, Simon Caton authored at least 66 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Fairness in Machine Learning: A Survey.

Simon Caton, Christian Haas

ACM Comput. Surv., July, 2024

Using Explainable AI (XAI) for Identification of Subjectivity in Hate Speech Annotations for Low-Resource Languages.

Madhuri Sawant, Arjumand Younus, Simon Caton, Muhammad Atif Qureshi

Proceedings of the 4th International Workshop on Open Challenges in Online Social Networks, 2024

Inclusive Counterfactual Generation: Leveraging LLMs in Identifying Online Hate.

Muhammad Atif Qureshi, Arjumand Younus, Simon Caton

Proceedings of the Web Engineering - 24th International Conference, 2024

2023

Subnetwork ensembling and data augmentation: Effects on calibration.

Çagri Demir, Simon Caton, Pierpaolo Dondio

Expert Syst. J. Knowl. Eng., July, 2023

DeepQPrep: Neural Network Augmented Search for Quantum State Preparation.

Patrick Selig, Niall Murphy, David Redmond, Simon Caton

IEEE Access, 2023

InÉire: An Interpretable NLP Pipeline Summarizing Inclusive Policy Making Concerning Migrants in Ireland.

Arefeh Kazemi, Arjumand Younus, Mingyeong Jeon, Muhammad Atif Qureshi, Simon Caton

IEEE Access, 2023

Online Programming Exams - An Experience Report.

Seán Russell, Simon Caton, Brett A. Becker

Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 1, 2023

The Trending Customer Needs (TCN) Dataset: A Benchmarking and Automated Evaluation Approach for New Product Development.

David Kilroy, Simon Caton, Graham Healy

Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

Hate speech classification for Sinhalese and Gujarati.

Muhammad Deedahwar Mazhar Qureshi, Madhuri Sawant, Muhammad Atif Qureshi, Wael Rashwan, Arjumand Younus, Simon Caton

Proceedings of the Working Notes of FIRE 2023, 2023

2022

Impact of Imputation Strategies on Fairness in Machine Learning.

Simon Caton, Saiteja Malisetty, Christian Haas

J. Artif. Intell. Res., 2022

Using Machine Learning to Improve Lead Times in the Identification of Emerging Customer Needs.

David Kilroy, Graham Healy, Simon Caton

IEEE Access, 2022

What Quality Control Mechanisms do We Need for High-Quality Crowd Work?

Margeret Hall, Farhad Mohammad Afzali, Markus Krause, Simon Caton

IEEE Access, 2022

Assessing the Current State of AWS Spot Market Forecastability.

Simon Caton, Matt Baughman, Christian Haas, Ryan Chard, Ian T. Foster, Kyle Chard

Proceedings of the IEEE/ACM International Workshop on Interoperability of Supercomputing and Cloud Technologies, 2022

XAI Analysis of Online Activism to Capture Integration in Irish Society Through Twitter.

Arjumand Younus, Muhammad Atif Qureshi, Mingyeong Jeon, Arefeh Kazemi, Simon Caton

Proceedings of the Social Informatics - 13th International Conference, 2022

What Fails Once, Fails Again: Common Repeated Errors in Introductory Programming Automated Assessments.

Simon Caton, Seán Russell, Brett A. Becker

Proceedings of the SIGCSE 2022: The 53rd ACM Technical Symposium on Computer Science Education, 2022

Personalised Filter Bias with Google and DuckDuckGo: An Exploratory Study.

Awais Akbar, Simon Caton, Ralf Bierig

Proceedings of the Artificial Intelligence and Cognitive Science - 30th Irish Conference, 2022

2021

Smart Pharmaceutical Manufacturing: Ensuring End-to-End Traceability and Data Integrity in Medicine Production.

Fátima Leal, Adriana E. Chis, Simon Caton, Horacio González-Vélez, Juan M. García-Gómez, Marta Durá, Angel Sánchez-García, Carlos Sáez, Anthony Karageorgos, Vassilis C. Gerogiannis, Apostolos Xenakis, Efthymios N. Lallas, Theodoros Ntounas, Eleni Vasileiou, Georgios Mountzouris, Barbara Otti, Penelope Pucci, Rossano Papini, David Cerrai, Mariola Mier

Big Data Res., 2021

A Case for Noisy Shallow Gate-based Circuits in Quantum Machine Learning.

Patrick Selig, Niall Murphy, Ashwin Sundareswaran R, David Redmond, Simon Caton

Proceedings of the 2021 International Conference on Rebooting Computing (ICRC), Los Alamitos, CA, USA, November 30, 2021

Combining Ensembles of Multi-Input Multi-Output Subnetworks and Data Augmentation Does not Harm Your Calibration.

Çagri Demir, Simon Caton, Pierpaolo Dondio

Proceedings of the 29th Irish Conference on Artificial Intelligence and Cognitive Science 2021, 2021

2020

Finding Short Lived Events on Social Media.

David Kilroy, Simon Caton, Graham Healy

Proceedings of The 28th Irish Conference on Artificial Intelligence and Cognitive Science, 2020

2019

Special issue on de-personalisation, diversification, filter bubbles and search.

Ralf Bierig, Simon Caton

Inf. Retr. J., 2019

Deconstructing the 2017 Changes to AWS Spot Market Pricing.

Matt Baughman, Simon Caton, Christian Haas, Ryan Chard, Rich Wolski, Ian T. Foster, Kyle Chard

Proceedings of the 10th Workshop on Scientific Cloud Computing, 2019

Utilizing Social Media For Lead Generation.

Adjitesh Prakash, Simon Caton, Christian Haas

Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

Is Quality Control Pointless?

Markus Krause, Farhad Mohammad Afzali, Simon Caton, Margeret Hall

Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

Mitigation of Unintended Biases against Non-Native English Texts in Sentiment Analysis.

Alina Zhiltsova, Simon Caton, Catherine Mulway

Proceedings of the Proceedings for the 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 2019

2018

Editorial of the Special Issue on Following User Pathways: Key Contributions and Future Directions in Cross-Platform Social Media Research.

Margeret Hall, Athanasios Mazarakis, Martin J. Chorley, Simon Caton

Int. J. Hum. Comput. Interact., 2018

Social Auto-Scaling.

Peter Smith, Horacio González-Vélez, Simon Caton

Proceedings of the 26th Euromicro International Conference on Parallel, 2018

Predicting the Price of Bitcoin Using Machine Learning.

Sean McNally, Jason Roche, Simon Caton

Proceedings of the 26th Euromicro International Conference on Parallel, 2018

Speed Dating and Self-image - Revisiting Old Data with New Eyes.

Eleonora Peruffo, Sofia Bobko, Brian Looney, Bernadette Murphy, Magie Hall, Quinn Nelson, Simon Caton

Proceedings of the Social Computing and Social Media. Technologies and Analytics, 2018

A Study of App User Behaviours: Transitions from Freemium to Premium.

Christopher Mulligan, Carlito Vera Cruz, Donagh Healy, David Murphy, Margeret Hall, Quinn Nelson, Simon Caton

Proceedings of the HCI in Business, Government, and Organizations, 2018

Dynamic Model Evaluation to Accelerate Distributed Machine Learning.

Simon Caton, Srikumar Venugopal, Shashi Bhushan TN, Vidya Sankar Velamuri, Kostas Katrinis

Proceedings of the 2018 IEEE International Congress on Big Data, 2018

2017

A social content delivery network for e-Science.

Kyle Chard, Simon Caton, Kai Kugler, Omer F. Rana, Daniel S. Katz

Concurr. Comput. Pract. Exp., 2017

2016

Online engagement and well-being at higher education institutes: A German case study.

Margeret Hall, Simon Caton

Proceedings of the 2016 IFIP Networking Conference, 2016

Connecting Online Work and Online Education at Scale.

Markus Krause, Margeret Hall, Joseph Jay Williams, Praveen K. Paritosh, John Prip, Simon Caton

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

Following User Pathways: Cross Platform and Mixed Methods Analysis in Social Media Studies.

Margeret Hall, Athanasios Mazarakis, Isabella Peters, Martin J. Chorley, Simon Caton, Jens-Erik Mai, Markus Strohmaier

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015

How do politicians use Facebook? An applied Social Observatory.

Simon Caton, Margeret Hall, Christof Weinhardt

Big Data Soc., December, 2015

Social Clouds: A Retrospective.

Kyle Chard, Simon Caton, Omer F. Rana, Kris Bubendorfer

IEEE Cloud Comput., 2015

BeWell: A Sentiment Aggregator for Proactive Community Management.

Andreas Lindner, Margeret Hall, Claudia Niemeyer, Simon Caton

Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015

2014

A Social Compute Cloud: Allocating and Sharing Infrastructure Resources via Social Networks.

Simon Caton, Christian Haas, Kyle Chard, Kris Bubendorfer, Omer F. Rana

IEEE Trans. Serv. Comput., 2014

On Replica Placement in a Social CDN for e-Science.

Kai Kugler, Simon Caton, Kyle Chard, Daniel S. Katz

Proceedings of the 10th IEEE International Conference on e-Science, 2014

2013

Co-operative Infrastructures: An Economic Model for Providing Infrastructures for Social Cloud Computing.

Christian Haas, Simon Caton, Kyle Chard, Christof Weinhardt

Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

Well-Being's Predictive Value - A Gamified Approach to Managing Smart Communities.

Margeret Hall, Simon Caton, Christof Weinhardt

Proceedings of the Online Communities and Social Computing, 2013

Preference-Based Resource Allocation: Using Heuristics to Solve Two-Sided Matching Problems with Indifferences.

Christian Haas, Steven O. Kimbrough, Simon Caton, Christof Weinhardt

Proceedings of the Economics of Grids, Clouds, Systems, and Services, 2013

A Method For Simulating Cloud Business Models: A Case Study On Platform As A Service.

Andrea Giessmann, Alexander Fritz, Simon Caton

Proceedings of the 21st European Conference on Information Systems, 2013

Constructing a Social Content Delivery Network for eScience.

Kai Kugler, Kyle Chard, Simon Caton, Omer F. Rana, Daniel S. Katz

Proceedings of the 9th IEEE International Conference on eScience, 2013

Measuring Your Best You: A Gamification Framework for Well-Being Measurement.

Margeret Hall, Stefan Glanz, Simon Caton, Christof Weinhardt

Proceedings of the 2013 International Conference on Cloud and Green Computing, Karlsruhe, Germany, September 30, 2013

Towards the Competence of Crowdsourcees: Literature-based Considerations on the Problem of Assessing Crowdsourcees' Qualities.

Christoph Dukat, Simon Caton

Proceedings of the 2013 International Conference on Cloud and Green Computing, Karlsruhe, Germany, September 30, 2013

2012

Social Cloud Computing: A Vision for Socially Motivated Resource Sharing.

Kyle Chard, Kris Bubendorfer, Simon Caton, Omer F. Rana

IEEE Trans. Serv. Comput., 2012

Towards autonomic management for Cloud services based upon volunteered resources.

Simon Caton, Omer F. Rana

Concurr. Comput. Pract. Exp., 2012

A Social Content Delivery Network for Scientific Cooperation: Vision, Design, and Architecture.

Kyle Chard, Simon Caton, Omer F. Rana, Daniel S. Katz

Proceedings of the 2012 SC Companion: High Performance Computing, 2012

Towards the gamification of well-being measures.

Margeret Hall, Steven O. Kimbrough, Christian Haas, Christof Weinhardt, Simon Caton

Proceedings of the 8th IEEE International Conference on E-Science, 2012

A simulator for social exchanges and collaborations - Architecture and case study.

Christian Haas, Simon Caton, Daniel Trumpp, Christof Weinhardt

Proceedings of the 8th IEEE International Conference on E-Science, 2012

Service Level Management for Service Value Networks.

Frank Schulz, Wibke Michalk, Markus Hedwig, Marcus McCallister, Christof Momm, Simon Caton, Christian Haas, Daniel Rolli, Monika Tavas

Proceedings of the 36th Annual IEEE Computer Software and Applications Conference Workshops, 2012

A Conceptual Framework for Simulating Autonomic Cloud Markets.

Simon Caton, Ivan Breskovic, Ivona Brandic

Proceedings of the Cloud Computing - Third International Conference, 2012

Foundations of Trust: Contextualising Trust in Social Clouds.

Simon Caton, Christoph Dukat, Tilo Grenz, Christian Haas, Michaela Pfadenhauer, Christof Weinhardt

Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012

2011

Towards Self-Awareness in Cloud Markets: A Monitoring Methodology.

Ivan Breskovic, Christian Haas, Simon Caton, Ivona Brandic

Proceedings of the IEEE Ninth International Conference on Dependable, 2011

Engineering Incentives in Social Clouds.

Christian Haas, Simon Caton, Christof Weinhardt

Proceedings of the 11th IEEE/ACM International Symposium on Cluster, 2011

Towards Financial Planning as a Service.

Jochen Martin, Simon Caton, Tobias Conte, Christof Weinhardt

Proceedings of the IEEE International Conference on Services Computing, 2011

2010

Business Models for On-line Social Networks: Challenges and Opportunities.

Omer F. Rana, Simon Caton

Int. J. Virtual Communities Soc. Netw., 2010

Service Level Management in Dynamic Value Networks.

Wibke Michalk, Simon Caton

Proceedings of the 40. Jahrestagung der Gesellschaft für Informatik, Service Science - Neue Perspektiven für die Informatik, INFORMATIK 2010, Leipzig, Germany, September 27, 2010

Social Cloud: Cloud Computing in Social Networks.

Kyle Chard, Simon Caton, Omer F. Rana, Kris Bubendorfer

Proceedings of the IEEE International Conference on Cloud Computing, 2010

2009

Distributed image processing over an adaptive Campus Grid.

Simon Caton, Omer F. Rana, Bruce G. Batchelor

Concurr. Comput. Pract. Exp., 2009

Message Protocols for Provisioning and Usage of Computing Services.

Nikolay Borissov, Simon Caton, Omer F. Rana, Aharon Levine

Proceedings of the Grid Economics and Business Models, 6th International Workshop, 2009

2008

Using Dynamic Condor-Based Services for Classifying Schizophrenia in Diffusion Tensor Images.

Simon Caton, Matthan W. A. Caan, Sílvia Delgado Olabarriaga, Omer F. Rana, Bruce G. Batchelor

Proceedings of the 8th IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2008), 2008

2007

Dynamic Condor-based Services for Distributed Image Analysis.

Simon Caton, Omer F. Rana, Bruce G. Batchelor

Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007

2005

Agent-based recognition of facial expressions.

Pablo Suau Pérez, Maria Del Mar Pujol López, Ramón Rizo Aldeguer, Simon Caton, Omer F. Rana, Bruce G. Batchelor, Francisco Antonio Pujol López

Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005