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Using DeepProbLog to perform Complex Event Processing on an Audio Stream



Marc Roig Vilamala , Tianwei Xing , Harrison Taylor , Luis Garcia , Mani Srivastava , Lance Kaplan , Alun Preece , Angelika Kimmig , Federico Cerutti

* 8 pages, 3 figures 

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A framework for fostering transparency in shared artificial intelligence models by increasing visibility of contributions



Iain Barclay , Harrison Taylor , Alun Preece , Ian Taylor , Dinesh Verma , Geeth de Mel

* This is the pre-peer reviewed version of the following article: Barclay I, Taylor H, Preece A, Taylor I, Verma D, de Mel G. A framework for fostering transparency in shared artificial intelligence models by increasing visibility of contributions. Concurrency Computat Pract Exper. 2020;e6129. arXiv admin note: substantial text overlap with arXiv:1907.03483 

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An Experimentation Platform for Explainable Coalition Situational Understanding



Katie Barrett-Powell , Jack Furby , Liam Hiley , Marc Roig Vilamala , Harrison Taylor , Federico Cerutti , Alun Preece , Tianwei Xing , Luis Garcia , Mani Srivastava , Dave Braines

* Presented at AAAI FSS-20: Artificial Intelligence in Government and Public Sector, Washington, DC, USA 

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A Hybrid Neuro-Symbolic Approach for Complex Event Processing



Marc Roig Vilamala , Harrison Taylor , Tianwei Xing , Luis Garcia , Mani Srivastava , Lance Kaplan , Alun Preece , Angelika Kimmig , Federico Cerutti

* Accepted as extended abstract at ICLP2020 

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A Hybrid Neuro-Symbolic Approach for Complex EventProcessing



Marc Roig Vilamala , Harrison Taylor , Tianwei Xing , Luis Garcia , Mani Srivastava , Lance Kaplan , Alun Preece , Angelika Kimmig , Federico Cerutti

* Accepted as extended abstract at ICLP2020 

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Discriminating Spatial and Temporal Relevance in Deep Taylor Decompositions for Explainable Activity Recognition



Liam Hiley , Alun Preece , Yulia Hicks , David Marshall , Harrison Taylor

* 5 pages, 2 figures, published at IJCAI19 ExAI workshop 

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