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2021-03-01
Meskauskas, Z., Jasinevicius, R., Kazanavicius, E., Petrauskas, V..  2020.  XAI-Based Fuzzy SWOT Maps for Analysis of Complex Systems. 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). :1–8.
The classical SWOT methodology and many of the tools based on it used so far are very static, used for one stable project and lacking dynamics [1]. This paper proposes the idea of combining several SWOT analyses enriched with computing with words (CWW) paradigm into a single network. In this network, individual analysis of the situation is treated as the node. The whole structure is based on fuzzy cognitive maps (FCM) that have forward and backward chaining, so it is called fuzzy SWOT maps. Fuzzy SWOT maps methodology newly introduces the dynamics that projects are interacting, what exists in a real dynamic environment. The whole fuzzy SWOT maps network structure has explainable artificial intelligence (XAI) traits because each node in this network is a "white box"-all the reasoning chain can be tracked and checked why a particular decision has been made, which increases explainability by being able to check the rules to determine why a particular decision was made or why and how one project affects another. To confirm the vitality of the approach, a case with three interacting projects has been analyzed with a developed prototypical software tool and results are delivered.
2015-05-06
Sumec, S..  2014.  Software tool for verification of sampled values transmitted via IEC 61850-9-2 protocol. Electric Power Engineering (EPE), Proccedings of the 2014 15th International Scientific Conference on. :113-117.

Nowadays is increasingly used process bus for communication of equipments in substations. In addition to signaling various statuses of device using GOOSE messages it is possible to transmit measured values, which can be used for diagnostic of system or other advanced functions. Transmission of such values via Ethernet is well defined in protocol IEC 61850-9-2. Paper introduces a tool designed for verification of sampled values generated by various devices using this protocol.
 

2015-05-01
Avallone, S., Di Stasi, G..  2014.  WiMesh: A Tool for the Performance Evaluation of Multi-Radio Wireless Mesh Networks. New Technologies, Mobility and Security (NTMS), 2014 6th International Conference on. :1-5.

In this paper we present WiMesh, a software tool we developed during the last ten years of research conducted in the field of multi-radio wireless mesh networks. WiMesh serves two main purposes: (i) to run different algorithms for the assignment of channels, transmission rate and power to the available network radios; (ii) to automatically setup and run ns-3 simulations based on the network configuration returned by such algorithms. WiMesh basically consists of three libraries and three corresponding utilities that allow to easily conduct experiments. All such utilities accept as input an XML configuration file where a number of options can be specified. WiMesh is freely available to the research community, with the purpose of easing the development of new algorithms and the verification of their performances.