Simon Johansson

According to our database, Simon Johansson authored at least 9 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Data Analytics for Improving Energy Efficiency in Short Sea Shipping.

Mohamed Abuella, Hadi Fanaee Tork, M. Amine Atoui, Slawomir Nowaczyk, Simon Johansson, Ethan Faghani

CoRR, 2024

Time-Series Analysis Approach for Improving Energy Efficiency of a Fixed-Route Vessel in Short-Sea Shipping.

Mohamed Abuella, Hadi Fanaee Tork, Slawomir Nowaczyk, Simon Johansson, Ethan Faghani

CoRR, 2024

Spatial Clustering Approach for Vessel Path Identification.

Mohamed Abuella, M. Amine Atoui, Slawomir Nowaczyk, Simon Johansson, Ethan Faghani

IEEE Access, 2024

2023

Data-Driven Explainable Artificial Intelligence for Energy Efficiency in Short-Sea Shipping.

Mohamed Abuella, M. Amine Atoui, Slawomir Nowaczyk, Simon Johansson, Ethan Faghani

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023

Diverse Data Expansion with Semi-Supervised k-Determinantal Point Processes.

Simon Johansson, Ola Engkvist, Morteza Haghir Chehreghani, Alexander Schliep

Proceedings of the IEEE International Conference on Big Data, 2023

2019

A de novo molecular generation method using latent vector based generative adversarial network.

Oleksii Prykhodko, Simon Johansson, Panagiotis-Christos Kotsias, Josep Arús-Pous, Esben Jannik Bjerrum, Ola Engkvist, Hongming Chen

J. Cheminformatics, 2019

Randomized SMILES strings improve the quality of molecular generative models.

Josep Arús-Pous, Simon Johansson, Oleksii Prykhodko, Esben Jannik Bjerrum, Christian Tyrchan, Jean-Louis Reymond, Hongming Chen, Ola Engkvist

J. Cheminformatics, 2019

Improving Deep Generative Models with Randomized SMILES.

Josep Arús-Pous, Simon Johansson, Oleksii Prykhodko, Esben Jannik Bjerrum, Christian Tyrchan, Jean-Louis Reymond, Hongming Chen, Ola Engkvist

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

2018

Assessing aesthetic criteria in the evolutionary dungeon designer.

Alberto Alvarez, Steve Dahlskog, José M. Font, Johan Holmberg, Simon Johansson

Proceedings of the 13th International Conference on the Foundations of Digital Games, 2018