134 citations · 235 across the 4 of their papers we have counts for
5 papers
Deep Learning for Classifying Food Waste
Amin Mazloumian, Matthias Rosenthal, Hans Gelke
One third of food produced in the world for human consumption -- approximately 1.3 billion tons -- is lost or wasted every year. By classifying food waste of individual consumers a…
Exploiting citation networks for large-scale author name disambiguation
Christian Schulz, Amin Mazloumian, Alexander M Petersen +2
We present a novel algorithm and validation method for disambiguating author names in very large bibliographic data sets and apply it to the full Web of Science (WoS) citation inde…
How citation boosts promote scientific paradigm shifts and Nobel Prizes
Amin Mazloumian, Young-Ho Eom, Dirk Helbing +2
Nobel Prizes are commonly seen to be among the most prestigious achievements of our times. Based on mining several million citations, we quantitatively analyze the processes drivin…
The Spatial Variability of Vehicle Densities as Determinant of Urban Network Capacity
Amin Mazloumian, Nikolas Geroliminis, Dirk Helbing
Due to the complexity of the traffic flow dynamics in urban road networks, most quantitative descriptions of city traffic so far are based on computer simulations. This contributio…
Operation Regimes and Slower-is-Faster-Effect in the Control of Traffic Intersections
Dirk Helbing, Amin Mazloumian
The efficiency of traffic flows in urban areas is known to crucially depend on signal operation. Here, elements of signal control are discussed, based on the minimization of overal…