Plenary
Lecture
Modeling Ecological Systems
Professor Dana Simian
Faculty of Sciences
University Lucian Blaga of Sibiu
Romania
E-mail:
dana.simian@ulbsibiu.ro
Abstract:
Modeling ecological systems requires tools from
different field of mathematics and computer science
including multivariate interpolation, classification,
regression, statistical analysis, multiagent systems. A
problem that has gained increasing interest in the last
years is the objective selection of areas of
conservative interest and the optimization of management
measures for biodiversity conservation. Our aim is to
present the design elements for a multi agent system
which interprets the data from an ecological system and
optimizes the management decisions. The areas and the
species are automatic and dynamic classified, taking
into account different biodiversity indices. We use
Support Vector Machine for classification tasks and
Support Vector Regression for predictions. For testing
our model and system we use data from the Romanian Viseu
catchment.
Brief Biography of the Speaker:
Dana Simian received the diploma. in engineering from
the University of Sibiu, Romania, the diploma. in
Mathematics - Informatics from the University Babes-Bolyai
of Cluj-Napoca, Romania and the Ph.D. from Babes-Bolyai
University of Cluj- Napoca, Romania. She graduated many
courses in Computer Science. She is the head of the
Department of Computer Science from the Faculty of
Sciences, University Lucian Blaga of Sibiu, Romania. She
has a great experience in algorithms and numerical
methods for modelling and optimization. She published 16
books, more than 60 articles and participated in the
editorial board of more than 22 scientific publications
(proceedings of international conferences).
She organized 7 special sessions within WSEAS
conferences, 2 international workshops and an
international conference on topics related to algorithms
and computational techniques in modeling, approximation
and optimization. She was a member of many scientific
committees of international conferences. She was plenary
speakers in 6 international conferences. She is reviewer
of many scientific publications. She was involved as
director of many research grants. She has been included
in "Who is Who in the World" in 2006-2009 and in the
"IBC Foremost Engineers of the World", 2008.
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