Principles and analytical tools for reconstruction of probabilistic dependency structures in special class

• Дата: 2018
• Автор: Balabanov, O.S.
• Формат: Стаття
• Мова: Ukrainian
• Опубліковано: Інститут програмних систем НАН України 2018
• Теми: dependence structure recovery; mono-flow graph; unconditional dependence; empirical manifestation of dependence; empirical resolutions of edge identification; UDC 004.855:519.216
• Онлайн доступ: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/225
• Назва журналу: Problems in programming

We examine a problem of reconstruction of dependency structure from data. It is assumed that model structure belongs to class of "mono-flow" graphs, which is a subclass of acyclonic digraph (known as DAGs) and is super-class relatively to the poly-trees. Properties of the mono-flow depende...