Teoretične in aplikativne raziskave operacij (OR) . kombinatorična in industrijska optimizacija . matematično modeliranje . omrežni tokovi in algoritmi . gozdno inženirstvo ter načrtovanje . transportna omrežja . distribucija in logistika . statistične metode . analiza podatkov . algoritmi strojnega učenja . optimizacija na podlagi podatkov . teorija negotovosti.
Bibliografija
Reprezentativne bibliografske enote
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Doc. Dr. Adrian HERMES
(also known as A. Hosseini)
Operations Research · Data Analysis · Machine Learning
Applied Mathematics · Industrial Engineering · Uncertainty
Dr. Hermes is an interdisciplinary researcher and professor working at the intersection of Industrial Engineering, Applied Mathematics, Operations Research, Optimisation, Computer Science, and Data Analytics.
His research focuses on formulating and solving complex combinatorial and industrial optimisation problems using mathematical programming, network optimisation, and hybrid strategies that integrate heuristics and metaheuristics with exact, approximation, and stochastic methods. He collaborates internationally with research teams across transportation systems, supply chains and logistics, forestry planning, systems engineering, viticulture and oenology, and biological applications — turning rigorous theoretical models into real‑world impact.
Alongside optimisation, he brings over a decade of experience in data analysis and data science, including statistical modelling, machine learning, and advanced analytics. He extracts actionable, interpretable insights from complex datasets and combines statistical theory with modern computational workflows to support model validation, system understanding, and strategic decision‑making.
By bridging optimisation and data science, he delivers robust, evidence‑based solutions that solve real problems.
Na vaš elektronski naslov bo poslana povezava, preko katere se prijavite v aplikacijo.
Registracija organizacije
Na vaš elektronski naslov bo poslana povezava, preko katere se prijavite v aplikacijo.
Prijava z e-naslovom
Na vaš elektronski naslov bo poslana povezava, preko katere se prijavite v aplikacijo.
Bibliografski kazalci uspešnosti
Zahtevana je potrditev
Legenda oznak projektov ARIS
L – aplikativni raziskovalni projekt
J – temeljni raziskovalni projekt
M – CRP Mir
V – ciljni raziskovalni projekt
Z – podoktorski raziskovalni projekt
N – evropski (komplementarna shema ERC, vodilna agencija)
H – evropski raziskovalni projekt (ERA projekti)
R – razvojni raziskovalni projekt
T – projekt naravne in kulturne dediščine
NI – bilateralni raziskovalni projekti (sodelovanje z Izraelom)
NC – bilateralni raziskovalni projekti (sodelovanje s CEA)
NK – bilateralni raziskovalni projekti (sodelovanje s Kitajsko)
Legenda oznak programov ARIS
Raziskovalne (oznaka P) in infrastrukturne (oznaka I) programe ARIS izvajajo raziskovalne organizacije; ARIS izvaja ocenjevanje, spremljanje in (so)financiranje raziskovalnih in infrastrukturnih programov.