Search Results - "Caton, Simon"

Am I who I say I am? Unobtrusive self-representation and personality recognition on Facebook by Hall, Margeret, Caton, Simon

“…Across social media platforms users (sub)consciously represent themselves in a way which is appropriate for their intended audience. This has unknown impacts…”
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Prediction of future customer needs using machine learning across multiple product categories by Kilroy, David, Healy, Graham, Caton, Simon

“…In recent years, computational approaches for extracting customer needs from user generated content have been proposed. However, there is a lack of studies…”
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Using Machine Learning to Improve Lead Times in the Identification of Emerging Customer Needs by Kilroy, David, Healy, Graham, Caton, Simon

“…In recent years, computational approaches for automatically extracting the voice of the customer from user generated content have been proposed. These studies…”
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DeepQPrep: Neural Network Augmented Search for Quantum State Preparation by Selig, Patrick, Murphy, Niall, Redmond, David, Caton, Simon

“…There is an increasing interest in the area of quantum computing but developing quantum algorithms is difficult. Neural Network augmented search algorithms…”
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Social Cloud Computing: A Vision for Socially Motivated Resource Sharing by Chard, K., Bubendorfer, K., Caton, S., Rana, O. F.

“…Online relationships in social networks are often based on real world relationships and can therefore be used to infer a level of trust between users. We…”
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What Quality Control Mechanisms do We Need for High-Quality Crowd Work? by Hall, Margeret, Afzali, Mohammad Farhad, Krause, Markus, Caton, Simon

“…Crowd sourcing and human computation has slowly become a mainstay for many application areas that seek to leverage the crowd in the development of high quality…”
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InÉire: An Interpretable NLP Pipeline Summarising Inclusive Policy Making Concerning Migrants in Ireland by Kazemi, Arefeh, Younus, Arjumand, Jeon, Mingyeong, Qureshi, M. Atif, Caton, Simon

“…Reaching marginal and other migrant communities to elicit their political views and opinions is a well-known challenge. Social media has enabled a certain…”
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How do politicians use Facebook? An applied Social Observatory by Caton, Simon, Hall, Margeret, Weinhardt, Christof

“…In the age of the digital generation, written public data is ubiquitous and acts as an outlet for today's society. Platforms like Facebook, Twitter, Google+…”
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Impact of Imputation Strategies on Fairness in Machine Learning by Caton, Simon, Malisetty, Saiteja, Haas, Christian

“…Research on Fairness and Bias Mitigation in Machine Learning often uses a set of reference datasets for the design and evaluation of novel approaches or…”
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Special issue on de-personalisation, diversification, filter bubbles and search by Bierig, Ralf, Caton, Simon

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Editorial of the Special Issue on Following User Pathways: Key Contributions and Future Directions in Cross-Platform Social Media Research by Hall, Margeret, Mazarakis, Athanasios, Chorley, Martin, Caton, Simon

“…Social media and the resulting tidal wave of the available data have changed the ways and methods researchers analyze communities at scale. But the full…”
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Predicting the Price of Bitcoin Using Machine Learning by McNally, Sean, Roche, Jason, Caton, Simon

“…The goal of this paper is to ascertain with what accuracy the direction of Bitcoin price in USD can be predicted. The price data is sourced from the Bitcoin…”
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Towards autonomic management for Cloud services based upon volunteered resources by Caton, Simon, Rana, Omer

“…SUMMARY Many research institutions and Universities own computational capacity that is not effectively utilized, thereby providing an opportunity for such…”
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Subnetwork ensembling and data augmentation: Effects on calibration by Demir, A. Çağrı, Caton, Simon, Dondio, Pierpaolo

“…Deep Learning models based on convolutional neural networks are known to be uncalibrated, that is, they are either overconfident or underconfident in their…”
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A Social Compute Cloud: Allocating and Sharing Infrastructure Resources via Social Networks by Caton, Simon, Haas, Christian, Chard, Kyle, Bubendorfer, Kris, Rana, Omer F.

“…Social network platforms have rapidly changed the way that people communicate and interact. They have enabled the establishment of, and participation in,…”
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Message from the organizing committee Chairs

“…Message from the organizing committee Chairs…”
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Smart Pharmaceutical Manufacturing: Ensuring End-to-End Traceability and Data Integrity in Medicine Production by Leal, Fátima, Chis, Adriana E., Caton, Simon, González–Vélez, Horacio, García–Gómez, Juan M., Durá, Marta, Sánchez–García, Angel, Sáez, Carlos, Karageorgos, Anthony, Gerogiannis, Vassilis C., Xenakis, Apostolos, Lallas, Efthymios, Ntounas, Theodoros, Vasileiou, Eleni, Mountzouris, Georgios, Otti, Barbara, Pucci, Penelope, Papini, Rossano, Cerrai, David, Mier, Mariola

“…Production lines in pharmaceutical manufacturing generate numerous heterogeneous data sets from various embedded systems which control the multiple processes…”
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A social content delivery network for e‐Science by Chard, Kyle, Caton, Simon, Kugler, Kai, Rana, Omer, Katz, Daniel S.

“…Summary We are in the midst of a scientific data explosion in which the rate of data growth is rapidly increasing. While large‐scale research projects have…”
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Fairness in Machine Learning: A Survey by Caton, Simon, Haas, Christian

“…As Machine Learning technologies become increasingly used in contexts that affect citizens, companies as well as researchers need to be confident that their…”
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Co-operative Infrastructures: An Economic Model for Providing Infrastructures for Social Cloud Computing by Haas, C., Caton, S., Chard, K., Weinhardt, C.

“…Social Cloud Computing is an emerging online collaboration paradigm which is characteristic of many socially oriented electronic platforms. The operation of…”
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