Vladimir Kuzmanovski

Hedonist with a strong belief in existence of a Pareto set of anthropogenic behaviour that maximises comfort and minimises negative environmental impact.

Research interest

Machine learning

Decision support systems

Discrete optimisation

Applicative domains

Ecological modelling

Smart (urban) mobility

Genetic regulatory networks


Selected publications

2019
IEEE International Conference on Big Data

Optimization of arable land use towards meat-free and climate-smart agriculture: a case study in food self-sufficiency of Vietnam

Vladimir KUZMANOVSKI, Daniel E. Larsen, Christian B. Henriksen

2019
Frontiers in environmental science

A field-scale decision support system for assessment and management of soil functions

Marko Debeljak, Aneta Trajanov, Vladimir KUZMANOVSKI, Jaap Schröder, Taru Sandén, Heide Spiegel, David P. Wall, Marijn Van de Broek, Michiel Rutgers, Francesca Bampa, Rachel E. Creamer, Christian B. Henriksen

2018
GigaScience

Extensive evaluation of the generalized relevance network approach to inferring gene regulatory networks

Vladimir KUZMANOVSKI, Ljupčo Todorovski, Sašo Džeroski

2015
PloS One

Semi-supervised multi-view learning for gene network reconstruction

Michelangelo Ceci, Gianvito Pio, Vladimir KUZMANOVSKI, Sašo Džeroski

Projects

2020 - Current
FINEST TWINS

Smart City Center of Excellence

2017 - Current
AI4SFP

Data mining and decision support in Sustainable Food Production

Rudarjenje podatkov in podpora odločanja pri trajnostni pridelavi hrane

2015 - 2019
LANDMARK

LAND Management Assessment, Research, Knowledge base

2016 - 2018
BIODIV

Understanding and managing biodiversity in agricultural ecosystems by data mining and decision support

2012 - 2016
EVADIFF

Evaluation of existing models and development of new decision-making tools to prevent diffuse pollution caused by phytopharmaceutical products

Bibliographies