Simon Caton

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 37

Top Topics

Machine Learning

Introductory Programming

Top Venues

CHI Extended Abstracts

Publications

Muhammad Atif Qureshi, Arjumand Younus, Simon Caton
Inclusive Counterfactual Generation: Leveraging LLMs in Identifying Online Hate. ICWE (2024)
Simon Caton, Christian Haas
Fairness in Machine Learning: A Survey. ACM Comput. Surv. 56 (7) (2024)
Madhuri Sawant, Arjumand Younus, Simon Caton, Muhammad Atif Qureshi
Using Explainable AI (XAI) for Identification of Subjectivity in Hate Speech Annotations for Low-Resource Languages. OASIS@HT (2024)
Muhammad Deedahwar Mazhar Qureshi, Madhuri Sawant, Muhammad Atif Qureshi, Wael Rashwan, Arjumand Younus, Simon Caton
Hate speech classification for Sinhalese and Gujarati. FIRE (Working Notes) (2023)
Patrick Selig, Niall Murphy, David Redmond, Simon Caton
DeepQPrep: Neural Network Augmented Search for Quantum State Preparation. IEEE Access 11 (2023)
Seán Russell, Simon Caton, Brett A. Becker
Online Programming Exams - An Experience Report. ITiCSE (1) (2023)
David Kilroy, Simon Caton, Graham Healy
The Trending Customer Needs (TCN) Dataset: A Benchmarking and Automated Evaluation Approach for New Product Development. HICSS (2023)
Arefeh Kazemi, Arjumand Younus, Mingyeong Jeon, Muhammad Atif Qureshi, Simon Caton
InÉire: An Interpretable NLP Pipeline Summarizing Inclusive Policy Making Concerning Migrants in Ireland. IEEE Access 11 (2023)
Çagri Demir, Simon Caton, Pierpaolo Dondio
Subnetwork ensembling and data augmentation: Effects on calibration. Expert Syst. J. Knowl. Eng. 40 (6) (2023)
Simon Caton, Seán Russell, Brett A. Becker
What Fails Once, Fails Again: Common Repeated Errors in Introductory Programming Automated Assessments. SIGCSE (1) (2022)
Margeret Hall, Farhad Mohammad Afzali, Markus Krause, Simon Caton
What Quality Control Mechanisms do We Need for High-Quality Crowd Work? IEEE Access 10 (2022)
David Kilroy, Graham Healy, Simon Caton
Using Machine Learning to Improve Lead Times in the Identification of Emerging Customer Needs. IEEE Access 10 (2022)
Simon Caton, Saiteja Malisetty, Christian Haas
Impact of Imputation Strategies on Fairness in Machine Learning. J. Artif. Intell. Res. 74 (2022)
Arjumand Younus, Muhammad Atif Qureshi, Mingyeong Jeon, Arefeh Kazemi, Simon Caton
XAI Analysis of Online Activism to Capture Integration in Irish Society Through Twitter. SocInfo (2022)
Awais Akbar, Simon Caton, Ralf Bierig
Personalised Filter Bias with Google and DuckDuckGo: An Exploratory Study. AICS (2022)
Simon Caton, Matt Baughman, Christian Haas, Ryan Chard, Ian T. Foster, Kyle Chard
Assessing the Current State of AWS Spot Market Forecastability. SuperCompCloud (2022)
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 Lallas, Theodoros Ntounas, Eleni Vasileiou, Georgios Mountzouris, Barbara Otti, Penelope Pucci, Rossano Papini, David Cerrai, Mariola Mier
Smart Pharmaceutical Manufacturing: Ensuring End-to-End Traceability and Data Integrity in Medicine Production. Big Data Res. 24 (2021)
Patrick Selig, Niall Murphy, Ashwin Sundareswaran R, David Redmond, Simon Caton
A Case For Noisy Shallow Gate-Based Circuits In Quantum Machine Learning. CoRR (2021)
Çagri Demir, Simon Caton, Pierpaolo Dondio
Combining Ensembles of Multi-Input Multi-Output Subnetworks and Data Augmentation Does not Harm Your Calibration. AICS (2021)
Patrick Selig, Niall Murphy, Ashwin Sundareswaran R, David Redmond, Simon Caton
A Case for Noisy Shallow Gate-based Circuits in Quantum Machine Learning. ICRC (2021)
Simon Caton, Christian Haas
Fairness in Machine Learning: A Survey. CoRR (2020)
David Kilroy, Simon Caton, Graham Healy
Finding Short Lived Events on Social Media. AICS (2020)
Markus Krause, Farhad Mohammad Afzali, Simon Caton, Margeret Hall
Is Quality Control Pointless? HICSS (2019)
Adjitesh Prakash, Simon Caton, Christian Haas
Utilizing Social Media For Lead Generation. HICSS (2019)
Ralf Bierig, Simon Caton
Special issue on de-personalisation, diversification, filter bubbles and search. Inf. Retr. J. 22 (5) (2019)
Matt Baughman, Simon Caton, Christian Haas, Ryan Chard, Rich Wolski, Ian T. Foster, Kyle Chard
Deconstructing the 2017 Changes to AWS Spot Market Pricing. ScienceCloud@HPDC (2019)
Alina Zhiltsova, Simon Caton, Catherine Mulway
Mitigation of Unintended Biases against Non-Native English Texts in Sentiment Analysis. AICS (2019)
Margeret Hall, Athanasios Mazarakis, Martin J. Chorley, Simon Caton
Editorial of the Special Issue on Following User Pathways: Key Contributions and Future Directions in Cross-Platform Social Media Research. Int. J. Hum. Comput. Interact. 34 (10) (2018)
Sean McNally, Jason Roche, Simon Caton
Predicting the Price of Bitcoin Using Machine Learning. PDP (2018)
Christopher Mulligan, Carlito Vera Cruz, Donagh Healy, David Murphy, Margeret Hall, Quinn Nelson, Simon Caton
A Study of App User Behaviours: Transitions from Freemium to Premium. HCI (23) (2018)
Peter Smith, Horacio González-Vélez, Simon Caton
Social Auto-Scaling. PDP (2018)
Simon Caton, Srikumar Venugopal, Shashi Bhushan TN, Vidya Sankar Velamuri, Kostas Katrinis
Dynamic Model Evaluation to Accelerate Distributed Machine Learning. BigData Congress (2018)
Eleonora Peruffo, Sofia Bobko, Brian Looney, Bernadette Murphy, Magie Hall, Quinn Nelson, Simon Caton
Speed Dating and Self-image - Revisiting Old Data with New Eyes. HCI (14) (2018)
Kyle Chard, Simon Caton, Kai Kugler, Omer F. Rana, Daniel S. Katz
A social content delivery network for e-Science. Concurr. Comput. Pract. Exp. 29 (4) (2017)
Markus Krause, Margeret Hall, Joseph Jay Williams, Praveen K. Paritosh, John Prip, Simon Caton
Connecting Online Work and Online Education at Scale. CHI Extended Abstracts (2016)
Margeret Hall, Simon Caton
Online engagement and well-being at higher education institutes: A German case study. Networking (2016)
Margeret Hall, Athanasios Mazarakis, Isabella Peters, Martin J. Chorley, Simon Caton, Jens-Erik Mai, Markus Strohmaier
Following User Pathways: Cross Platform and Mixed Methods Analysis in Social Media Studies. CHI Extended Abstracts (2016)
Kyle Chard, Simon Caton, Omer F. Rana, Kris Bubendorfer
Social Clouds: A Retrospective. IEEE Cloud Comput. 2 (6) (2015)
Simon Caton, Margeret Hall, Christof Weinhardt
How do politicians use Facebook? An applied Social Observatory. Big Data Soc. 2 (2) (2015)
Andreas Lindner, Margeret Hall, Claudia Niemeyer, Simon Caton
BeWell: A Sentiment Aggregator for Proactive Community Management. CHI Extended Abstracts (2015)
Simon Caton, Christian Haas, Kyle Chard, Kris Bubendorfer, Omer F. Rana
A Social Compute Cloud: Allocating and Sharing Infrastructure Resources via Social Networks. IEEE Trans. Serv. Comput. 7 (3) (2014)
Kai Kugler, Simon Caton, Kyle Chard, Daniel S. Katz
On Replica Placement in a Social CDN for e-Science. eScience (2014)
Margeret Hall, Simon Caton, Christof Weinhardt
Well-Being's Predictive Value - A Gamified Approach to Managing Smart Communities. HCI (26) (2013)
Kai Kugler, Kyle Chard, Simon Caton, Omer F. Rana, Daniel S. Katz
Constructing a Social Content Delivery Network for eScience. e-Science (2013)
Margeret Hall, Stefan Glanz, Simon Caton, Christof Weinhardt
Measuring Your Best You: A Gamification Framework for Well-Being Measurement. CGC (2013)
Christian Haas, Steven O. Kimbrough, Simon Caton, Christof Weinhardt
Preference-Based Resource Allocation: Using Heuristics to Solve Two-Sided Matching Problems with Indifferences. GECON (2013)
Andrea Giessmann, Alexander Fritz, Simon Caton
A Method For Simulating Cloud Business Models: A Case Study On Platform As A Service. ECIS (2013)
Christoph Dukat, Simon Caton
Towards the Competence of Crowdsourcees: Literature-based Considerations on the Problem of Assessing Crowdsourcees' Qualities. CGC (2013)
Christian Haas, Simon Caton, Kyle Chard, Christof Weinhardt
Co-operative Infrastructures: An Economic Model for Providing Infrastructures for Social Cloud Computing. HICSS (2013)
Kyle Chard, Simon Caton, Omer F. Rana, Daniel S. Katz
A Social Content Delivery Network for Scientific Cooperation: Vision, Design, and Architecture. SC Companion (2012)
Margeret Hall, Steven O. Kimbrough, Christian Haas, Christof Weinhardt, Simon Caton
Towards the gamification of well-being measures. eScience (2012)
Kyle Chard, Kris Bubendorfer, Simon Caton, Omer F. Rana
Social Cloud Computing: A Vision for Socially Motivated Resource Sharing. IEEE Trans. Serv. Comput. 5 (4) (2012)
Christian Haas, Simon Caton, Daniel Trumpp, Christof Weinhardt
A simulator for social exchanges and collaborations - Architecture and case study. eScience (2012)
Simon Caton, Christoph Dukat, Tilo Grenz, Christian Haas, Michaela Pfadenhauer, Christof Weinhardt
Foundations of Trust: Contextualising Trust in Social Clouds. CGC (2012)
Simon Caton, Ivan Breskovic, Ivona Brandic
A Conceptual Framework for Simulating Autonomic Cloud Markets. CloudComp (2012)
Frank Schulz, Wibke Michalk, Markus Hedwig, Marcus McCallister, Christof Momm, Simon Caton, Christian Haas, Daniel Rolli, Monika Tavas
Service Level Management for Service Value Networks. COMPSAC Workshops (2012)
Simon Caton, Omer F. Rana
Towards autonomic management for Cloud services based upon volunteered resources. Concurr. Comput. Pract. Exp. 24 (9) (2012)
Ivan Breskovic, Christian Haas, Simon Caton, Ivona Brandic
Towards Self-Awareness in Cloud Markets: A Monitoring Methodology. DASC (2011)
Jochen Martin, Simon Caton, Tobias Conte, Christof Weinhardt
Towards Financial Planning as a Service. IEEE SCC (2011)
Christian Haas, Simon Caton, Christof Weinhardt
Engineering Incentives in Social Clouds. CCGRID (2011)
Kyle Chard, Simon Caton, Omer F. Rana, Kris Bubendorfer
Social Cloud: Cloud Computing in Social Networks. IEEE CLOUD (2010)
Wibke Michalk, Simon Caton
Service Level Management in Dynamic Value Networks. GI Jahrestagung (1) (2010)
Omer F. Rana, Simon Caton
Business Models for On-line Social Networks: Challenges and Opportunities. Int. J. Virtual Communities Soc. Netw. 2 (3) (2010)
Nikolay Borissov, Simon Caton, Omer F. Rana, Aharon Levine
Message Protocols for Provisioning and Usage of Computing Services. GECON (2009)
Simon Caton, Omer F. Rana, Bruce G. Batchelor
Distributed image processing over an adaptive Campus Grid. Concurr. Comput. Pract. Exp. 21 (3) (2009)
Simon Caton, Matthan W. A. Caan, Sílvia Delgado Olabarriaga, Omer F. Rana, Bruce G. Batchelor
Using Dynamic Condor-Based Services for Classifying Schizophrenia in Diffusion Tensor Images. CCGRID (2008)
Simon Caton, Omer F. Rana, Bruce G. Batchelor
Dynamic Condor-based Services for Distributed Image Analysis. CCGRID (2007)
Pablo Suau Pérez, Maria Del Mar Pujol López, Ramón Rizo Aldeguer, Simon Caton, Omer F. Rana, Bruce G. Batchelor, Francisco Antonio Pujol López
Agent-based recognition of facial expressions. AAMAS (2005)