Concepedia

Rikard Laxhammar

RL

9

Publications

655

Citations

9

H-Index

2008

Active since

Affiliations

University of Skövde(Current)

Saab (Switzerland)

Rikard Laxhammar is an author at University of Skövde specializing in anomaly detection, data mining, and machine learning.

Top concepts

Data MiningEngineeringData ScienceMachine LearningAnomaly DetectionOutlier DetectionPattern RecognitionKnowledge DiscoveryComputer ScienceStatistics

Publications per year

2008–2014

9

Publications

9

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

Anomaly detection for sea surveillance

Rikard Laxhammar · International Conference on Information Fusion · 2008 · 111 citations

Anomaly Detection, Machine Learning, Data Science +15

Sequential Conformal Anomaly Detection in trajectories based on Hausdorff distance

Rikard Laxhammar, Göran Falkman · International Conference on Information Fusion · 2011 · 57 citations

Anomaly Detection, Image Analysis, Data Science +14

Inductive conformal anomaly detection for sequential detection of anomalous sub-trajectories

Rikard Laxhammar, Göran Falkman · Annals of Mathematics and Artificial Intelligence · 2013 · 55 citations

Anomaly Detection, Machine Learning, Data Science +9

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