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researcher

S. Lessmann

15 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4
  • last author10

Across the 14 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • stat.ML3
  • q-fin.RM2
  • stat.AP2
  • cs.CY1
  • cs.IR1

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedImproving Crime Count Forecasts Using Twitter and Taxi Data

93 citations · 195 across the 11 of their papers we have counts for

collaborators
Showing stat.APShow all

2 papers · 1 filter

stat.AP2020★ 93 cited

Improving Crime Count Forecasts Using Twitter and Taxi Data

Lara Vomfell, Wolfgang Karl Härdle, Stefan Lessmann

Crime prediction is crucial to criminal justice decision makers and efforts to prevent crime. The paper evaluates the explanatory and predictive value of human activity patterns de…

stat.AP2019★ 23 cited

Churn Prediction with Sequential Data and Deep Neural Networks. A Comparative Analysis

C. Gary Mena, Arno De Caigny, Kristof Coussement +2

Off-the-shelf machine learning algorithms for prediction such as regularized logistic regression cannot exploit the information of time-varying features without previously using an…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.