| 1. |
- Jusufi, Ilir, et al.
(författare)
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Visualization of spiral drawing data of patients with Parkinson's disease
- 2014
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Ingår i: IEEE International Conference on Information Visualization. - : IEEE Press. - 9781479941032 ; , s. 346-350, s. 346-350, s. 346-350
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Konferensbidrag (refereegranskat)abstract
- Patients with Parkinson's disease (PD) need to be frequently monitored in order to assess their individual symptoms and treatment-related complications. Advances in technology have introduced telemedicine for patients in remote locations. However, data produced in such settings lack much information and are not easy to analyze or interpret compared to traditional, direct contact between the patient and clinician. Therefore, there is a need to present the data using visualization techniques in order to communicate in an understandable and objective manner to the clinician. This paper presents interaction and visualization approaches used to aid clinicians in the analysis of repeated measures of spirography of PD patients gathered by means of a telemetry touch screen device. The proposed approach enables clinicians to observe fine motor impairments and identify motor fluctuations of their patients while they perform the tests from their homes using the telemetry device.
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| 2. |
- Kebande, Victor R., 1985-, et al.
(författare)
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Towards a Learning-enabled Virtual Sensor Forensic Architecture Compliant with Edge Intelligence
- 2021
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Ingår i: 2021 2nd International Conference on Intelligent Data Science Technologies and Applications, IDSTA 2021. - : Institute of Electrical and Electronics Engineers Inc.. - 9781665421805 - 9781665421812 ; , s. 154-161
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Konferensbidrag (refereegranskat)abstract
- While the Internet of Things (IoT), Wireless Sensor Networks (WSNs), and the techniques for extracting digital data have seen continuous advancements, so does the cyber-Threat landscape. Virtual sensors which normally use abstraction layers that operate over a physical infrastructure to achieve their objectives, have seen rapid adoption, for example, it has aided in achieving manufacturing 4.0. This abstract layer has in the recent past seen tremendous proliferation within the sensor-based platform. Coupled with data pre-processing and key compliance with the guidelines for information security, incident investigation principles, and processes. This paper discusses a step towards a Learning-enabled (LE) Virtual Sensor Forensic (VSF) architecture that is compliant with edge intelligence technology, which is based on an initially proposed generic VSF architecture. Furthermore, apart from the learning capabilities, the LE-VSF architecture considers proactive and reactive investigation techniques by assuming an Internet of Vehicle (IoV) attack scenario, enhancing the reliability of a forensically sound data source. This proposition is essential in any sensor-based abstraction where the forensic analysis would otherwise be cumbersome and susceptible to noise. © 2021 IEEE.
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| 3. |
- Lundberg, Jenny, et al.
(författare)
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An Approach towards using Agent in Multi-Agent Systems to streamline emergency services
- 2008
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Ingår i: Proceedings of 5th International Conference on Information Technology and Applications. - Cairns, Austrailia. - 9780980326727
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Konferensbidrag (refereegranskat)abstract
- In emergency services, the evaluation of a situation is performed, manually, which includes synchronizing the services for each situation. However, the work requires divergent and decisive decisions resolved from several points of views, which would benefit from automating parts of the work. Using computer systems in life-critical domains can nvolve careful consideration of the work practice and of the situation components. In this paper, we propose using agents, intelligent agents and meta-agents, to streamline emergency services. The intelligent agents respond to both static and dynamic input in a flexible and structured way and perform required actions. From these actions, the meta-agents are created in which the divisions of dynamic and static information have an impact on the structure of the calculations but also on the outcome produced by the meta-agents. As an example application, we provide a scenario of agents and meta-agents in multi-agent systems, where the meta-agents hold systemic properties. The scenario has a strong grounding in the emergency service domain, in which we highlight coordination issues related to the multi-agents and the meta-agents.
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