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Publication search results
found 68 matches
- 2024
- Simon Caton, Christian Haas:
Fairness in Machine Learning: A Survey. ACM Comput. Surv. 56(7): 166:1-166:38 (2024) - Muhammad Atif Qureshi, Arjumand Younus, Simon Caton:
Inclusive Counterfactual Generation: Leveraging LLMs in Identifying Online Hate. ICWE 2024: 34-48 - 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: 88807-88823 (2023) - Patrick Selig, Niall Murphy, David Redmond, Simon Caton:
DeepQPrep: Neural Network Augmented Search for Quantum State Preparation. IEEE Access 11: 76388-76402 (2023) - Çagri Demir, Simon Caton, Pierpaolo Dondio:
Subnetwork ensembling and data augmentation: Effects on calibration. Expert Syst. J. Knowl. Eng. 40(6) (2023) - 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: 501-515 - David Kilroy, Simon Caton, Graham Healy:
The Trending Customer Needs (TCN) Dataset: A Benchmarking and Automated Evaluation Approach for New Product Development. HICSS 2023: 2190-2199 - Seán Russell, Simon Caton, Brett A. Becker:
Online Programming Exams - An Experience Report. ITiCSE (1) 2023: 436-442 - 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: 99709-99723 (2022) - David Kilroy, Graham Healy, Simon Caton:
Using Machine Learning to Improve Lead Times in the Identification of Emerging Customer Needs. IEEE Access 10: 37774-37795 (2022) - Simon Caton, Saiteja Malisetty, Christian Haas:
Impact of Imputation Strategies on Fairness in Machine Learning. J. Artif. Intell. Res. 74: 1011-1035 (2022) - Awais Akbar, Simon Caton, Ralf Bierig:
Personalised Filter Bias with Google and DuckDuckGo: An Exploratory Study. AICS 2022: 502-513 - Simon Caton, Seán Russell, Brett A. Becker:
What Fails Once, Fails Again: Common Repeated Errors in Introductory Programming Automated Assessments. SIGCSE (1) 2022: 955-961 - 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: 233-244 - Simon Caton, Matt Baughman, Christian Haas, Ryan Chard, Ian T. Foster, Kyle Chard:
Assessing the Current State of AWS Spot Market Forecastability. SuperCompCloud 2022: 8-15 - 2021
- 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:
Smart Pharmaceutical Manufacturing: Ensuring End-to-End Traceability and Data Integrity in Medicine Production. Big Data Res. 24: 100172 (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: 188-199 - 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: 24-34 - Patrick Selig, Niall Murphy, Ashwin Sundareswaran R, David Redmond, Simon Caton:
A Case For Noisy Shallow Gate-Based Circuits In Quantum Machine Learning. CoRR abs/2112.06712 (2021) - 2020
- Gennaro Catone, Vincenzo Paolo Senese, Simone Pisano, Margherita Siciliano, Katia Russo, Pietro Muratori, Rosa Marotta, Antonio Pascotto, Matthew R. Broome:
The drawbacks of Information and Communication Technologies: Interplay and psychopathological risk of nomophobia and cyber-bullying, results from the bullying and youth mental health Naples study (BYMHNS). Comput. Hum. Behav. 113: 106496 (2020) - David Kilroy, Simon Caton, Graham Healy:
Finding Short Lived Events on Social Media. AICS 2020: 49-60 - Simon Caton, Christian Haas:
Fairness in Machine Learning: A Survey. CoRR abs/2010.04053 (2020) - 2019
- Ralf Bierig, Simon Caton:
Special issue on de-personalisation, diversification, filter bubbles and search. Inf. Retr. J. 22(5): 419-421 (2019) - Alina Zhiltsova, Simon Caton, Catherine Mulway:
Mitigation of Unintended Biases against Non-Native English Texts in Sentiment Analysis. AICS 2019: 317-328 - Markus Krause, Farhad Mohammad Afzali, Simon Caton, Margeret Hall:
Is Quality Control Pointless? HICSS 2019: 1-10 - Adjitesh Prakash, Simon Caton, Christian Haas:
Utilizing Social Media For Lead Generation. HICSS 2019: 1-10 - 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: 19-26 - 2018
- 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): 895-912 (2018) - Simon Caton, Srikumar Venugopal, Shashi Bhushan TN, Vidya Sankar Velamuri, Kostas Katrinis:
Dynamic Model Evaluation to Accelerate Distributed Machine Learning. BigData Congress 2018: 150-157 - 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: 396-412
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