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EasyChair Preprint No 1176 Computer Simulation of Neural Networks Using Spreadsheets :
| Content Provider | Semantic Scholar |
|---|---|
| Author | Teplytskyi, Illia O. Yechkalo, Yuliia V. Markova, Oksana M. Soloviev, Vladimir N. |
| Abstract | The authors of the given article continue the series presented by the 2018 paper “Computer Simulation of Neural Networks Using Spreadsheets: The Dawn of the Age of Camelot”. This time, they consider mathematical informatics as the basis of higher engineering education fundamentalization. Mathematical informatics deals with smart simulation, information security, long-term data storage and big data management, artificial intelligence systems, etc. The authors suggest studying basic principles of mathematical informatics by applying cloudoriented means of various levels including those traditionally considered supplementary – spreadsheets. The article considers ways of building neural network models in cloud-oriented spreadsheets, Google Sheets. The model is based on the problem of classifying multi-dimensional data provided in “The Use of Multiple Measurements in Taxonomic Problems” by R. A. Fisher. Edgar Anderson's role in collecting and preparing the data in the 1920s-1930s is discussed as well as some peculiarities of data selection. There are presented data on the method of multi-dimensional data presentation in the form of an ideograph developed by Anderson and considered one of the first efficient ways of data |
| File Format | PDF HTM / HTML |
| Alternate Webpage(s) | https://easychair.org/publications/preprint_download/2PJl |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |
