34 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Dublin City UniversityIE2 papers
- Technological University DublinIE2 papers
- Trinity College DublinIE2 papers
- Birla Institute of Technology and Science, PilaniIN1 paper
- Insight SFI Research Centre for Data AnalyticsIE1 paper
- National Institute of InformaticsJP1 paper
- National Institute of Standards and TechnologyUS1 paper
- Software Competence Center Hagenberg (Austria)AT1 paper
- University of BristolGB1 paper
5 papers
Interpretable Hidden Markov Model-Based Deep Reinforcement Learning Hierarchical Framework for Predictive Maintenance of Turbofan Engines
Ammar N. Abbas, Georgios Chasparis, John D. Kelleher
An open research question in deep reinforcement learning is how to focus the policy learning of key decisions within a sparse domain. This paper emphasizes combining the advantages…
Simulating Delay in Seeking Treatment for Stroke due to COVID-19 Concerns with a Hybrid Agent-Based and Equation-Based Model
Elizabeth Hunter, Bryony L. McGarry, John D. Kelleher
COVID-19 has caused tremendous strain on healthcare systems worldwide. At the same time, concern within the population over this strain and the chances of becoming infected has pot…
Evaluation of Automatic Video Captioning Using Direct Assessment
Yvette Graham, George Awad, Alan Smeaton
We present Direct Assessment, a method for manually assessing the quality of automatically-generated captions for video. Evaluating the accuracy of video captions is particularly d…
Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search
Chris Hokamp, Qun Liu
We present Grid Beam Search (GBS), an algorithm which extends beam search to allow the inclusion of pre-specified lexical constraints. The algorithm can be used with any model that…
Real-World Recommender Systems for Academia: The Pain and Gain in Building, Operating, and Researching them [Long Version]
Joeran Beel, Siddharth Dinesh
Research on recommender systems is a challenging task, as is building and operating such systems. Major challenges include non-reproducible research results, dealing with noisy dat…