70 citations · 130 across the 41 of their papers we have counts for
4 papers · 1 filter
GreenDB -- A Dataset and Benchmark for Extraction of Sustainability Information of Consumer Goods
Sebastian Jäger, Alexander Flick, Jessica Adriana Sanchez Garcia +3
The production, shipping, usage, and disposal of consumer goods have a substantial impact on greenhouse gas emissions and the depletion of resources. Machine Learning (ML) can help…
Towards ML Methods for Biodiversity: A Novel Wild Bee Dataset and Evaluations of XAI Methods for ML-Assisted Rare Species Annotations
Teodor Chiaburu, Felix Biessmann, Frank Hausser
Insects are a crucial part of our ecosystem. Sadly, in the past few decades, their numbers have worryingly decreased. In an attempt to gain a better understanding of this process a…
GreenDB: Toward a Product-by-Product Sustainability Database
Sebastian Jäger, Jessica Greene, Max Jakob +3
The production, shipping, usage, and disposal of consumer goods have a substantial impact on greenhouse gas emissions and the depletion of resources. Modern retail platforms rely h…
CycleSense: Detecting Near Miss Incidents in Bicycle Traffic from Mobile Motion Sensors
Ahmet-Serdar Karakaya, Thomas Ritter, Felix Biessmann +1
In cities worldwide, cars cause health and traffic problems whichcould be partly mitigated through an increased modal share of bicycles. Many people, however, avoid cycling due to…