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Simon Johansson
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 7
Top Topics
Point Processes
Generation Method
Generative Model
Discriminatively Trained
Top Venues
J. Cheminformatics
BigData
CoRR
FDG
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Publications
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Mohamed Abuella
,
Hadi Fanaee Tork
,
Slawomir Nowaczyk
,
Simon Johansson
,
Ethan Faghani
Time-Series Analysis Approach for Improving Energy Efficiency of a Fixed-Route Vessel in Short-Sea Shipping.
CoRR
(2024)
Mohamed Abuella
,
M. Amine Atoui
,
Slawomir Nowaczyk
,
Simon Johansson
,
Ethan Faghani
Data-Driven Explainable Artificial Intelligence for Energy Efficiency in Short-Sea Shipping.
ECML/PKDD (7)
(2023)
Simon Johansson
,
Ola Engkvist
,
Morteza Haghir Chehreghani
,
Alexander Schliep
Diverse Data Expansion with Semi-Supervised k-Determinantal Point Processes.
BigData
(2023)
Josep Arús-Pous
,
Simon Johansson
,
Oleksii Prykhodko
,
Esben Jannik Bjerrum
,
Christian Tyrchan
,
Jean-Louis Reymond
,
Hongming Chen
,
Ola Engkvist
Improving Deep Generative Models with Randomized SMILES.
ICANN (Workshop)
(2019)
Oleksii Prykhodko
,
Simon Johansson
,
Panagiotis-Christos Kotsias
,
Josep Arús-Pous
,
Esben Jannik Bjerrum
,
Ola Engkvist
,
Hongming Chen
A de novo molecular generation method using latent vector based generative adversarial network.
J. Cheminformatics
11 (1) (2019)
Josep Arús-Pous
,
Simon Johansson
,
Oleksii Prykhodko
,
Esben Jannik Bjerrum
,
Christian Tyrchan
,
Jean-Louis Reymond
,
Hongming Chen
,
Ola Engkvist
Randomized SMILES strings improve the quality of molecular generative models.
J. Cheminformatics
11 (1) (2019)
Alberto Alvarez
,
Steve Dahlskog
,
José M. Font
,
Johan Holmberg
,
Simon Johansson
Assessing aesthetic criteria in the evolutionary dungeon designer.
FDG
(2018)