https://nova.newcastle.edu.au/vital/access/ /manager/Index ${session.getAttribute("locale")} 5 https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:43502 Wed 21 Sep 2022 10:01:20 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:39871 Wed 06 Jul 2022 08:49:22 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:39861 incidental incidents. Our qualitative and quantitative analyses show that incidental incidents are significant in terms of both number and cost. Therefore, it is important to prioritize incidents by identifying incidental incidents in advance to optimize incident management efforts. In particular, we propose an approach, called DeepIP (Deep learning based Incident Prioritization), to prioritizing incidents based on a large amount of historical incident data. More specifically, we design an attention-based Convolutional Neural Network (CNN) to learn a prediction model to identify incidental incidents. We then prioritize all incidents by ranking the predicted probabilities of incidents being incidental. We evaluate the performance of DeepIP using real-world incident data. The experimental results show that DeepIP effectively prioritizes incidents by identifying incidental incidents and significantly outperforms all the compared approaches. For example, the AUC of DeepIP achieves 0.808, while that of the best compared approach is only 0.624 on average.]]> Wed 06 Jul 2022 08:36:19 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:44029 Wed 05 Oct 2022 15:19:12 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:53301 Tue 21 Nov 2023 12:04:11 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:53307 Tue 21 Nov 2023 12:02:23 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:41877 Tue 16 Aug 2022 09:42:16 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:48346 Tue 14 Mar 2023 18:46:36 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:43830 Tue 04 Oct 2022 11:25:27 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:42098 Thu 18 Aug 2022 11:43:37 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:42085 Thu 18 Aug 2022 11:24:23 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:43375 Thu 15 Sep 2022 15:53:31 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:31728 Sat 24 Mar 2018 08:43:31 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:31799 Sat 24 Mar 2018 08:42:48 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:46971 Mon 12 Dec 2022 16:19:24 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:36058 Mon 03 Feb 2020 12:34:07 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:50076 Fri 30 Jun 2023 12:37:14 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:42143 Fri 19 Aug 2022 13:39:06 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:53212 Fri 17 Nov 2023 12:05:41 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:39739 Fri 17 Jun 2022 18:27:13 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:39729 Fri 17 Jun 2022 17:52:05 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:54836 Fri 15 Mar 2024 11:52:33 AEDT ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:35051 Fri 14 Jun 2019 12:45:40 AEST ]]> https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:53586 Fri 08 Dec 2023 15:46:14 AEDT ]]>