Concepedia

Fredrik Johansson

FJ

39

Publications

4.2K

Citations

26

H-Index

1993

Active since

Affiliations

Chalmers University of Technology(Current)

Johannes Kepler University of Linz

University of Skövde

Massachusetts Institute of Technology

Lund University

Fredrik Johansson is an author at Chalmers University of Technology specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceStatisticsMachine LearningKnowledge DiscoveryPattern RecognitionPredictive AnalyticsArtificial IntelligenceBusiness

Publications per year

1993–2023

39

Publications

39

SymPy: symbolic computing in Python

Aaron Meurer, Christopher P. Smith, Mateusz Paprocki et al. · PeerJ Computer Science · 2017 · 1.6K citations · Full text

Symbolic Manipulation, Popular Symbolic Library, Engineering +11

A survey on graph kernels

Nils M. Kriege, Fredrik Johansson, Christopher Morris · Applied Network Science · 2020 · 365 citations · Full text

Guidelines for reinforcement learning in healthcare

Omer Gottesman, Fredrik Johansson, Matthieu Komorowski et al. · Nature Medicine · 2018 · 349 citations

Health Policy, Patient Safety, Sequential Decision Making +3

Axonal outgrowth on nano-imprinted patterns

Fredrik Johansson, Patrick Carlberg, Nils Danielsen et al. · Biomaterials · 2005 · 304 citations

Pattern Formation, Engineering, Nanomaterials +7

Learning Representations for Counterfactual Inference

Fredrik Johansson, Uri Shalit, David Sontag · arXiv (Cornell University) · 2016 · 190 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

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