Concepedia

Göran Falkman

GF

40

Publications

1.8K

Citations

20

H-Index

2001

Active since

Affiliations

University of Skövde(Current)

Saab (Switzerland)

Göran Falkman is an author at University of Skövde specializing in data science, engineering, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceSystems EngineeringManagementData MiningIntelligent SystemsKnowledge DiscoveryPattern RecognitionMachine Learning

Publications per year

2001–2022

40

Publications

40

Presenting system uncertainty in automotive UIs for supporting trust calibration in autonomous driving

Tove Helldin, Göran Falkman, Maria Riveiro et al. · 2013 · 270 citations

Engineering, Trust Management Architecture, Verification +24

Deep Reinforcement Learning for Multiparameter Optimization in <i>de novo</i> Drug Design

Niclas Ståhl, Göran Falkman, Alexander Karlsson et al. · Journal of Chemical Information and Modeling · 2019 · 204 citations

Artificial Intelligence, Engineering, Machine Learning +19

Online Learning and Sequential Anomaly Detection in Trajectories

Rikard Laxhammar, Göran Falkman · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 194 citations

Anomaly Detection, Machine Learning, Anomalous Trajectories +17

Anomaly detection in sea traffic - A comparison of the Gaussian Mixture Model and the Kernel Density Estimator

Rikard Laxhammar, Göran Falkman, Egils Sviestins · 2009 · 146 citations

Mixture Distribution, Anomaly Detection, Machine Learning +14

Improving maritime anomaly detection and situation awareness through interactive visualization

Maria Riveiro, Göran Falkman, Tom Ziemke · International Conference on Information Fusion · 2008 · 74 citations

Engineering, Data Visualization, Maritime Security +21

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