Concepedia

Unsupervised hierarchical methodology of maritime traffic pattern extraction for knowledge discovery

Huanhuan Li, Jasmine Siu Lee Lam, Zaili Yang, Jingxian Liu, Ryan Wen Liu, Maohan Liang, Yan Li

Transportation Research Part C Emerging Technologies · 2022 · 88 citations · 72 references

Concepts

ComputingMarine EngineeringOcean EngineeringData MiningKnowledge RepresentationMachine LearningInformation ExtractionKnowledge DiscoveryKnowledge ExtractionMaritime TransportMaritime TransportationPattern RecognitionKnowledge Discovery ProcessesMarine Traffic ManagementMaritime IntelligencePattern ExtractionTraffic Feature ExtractionTraffic Situation AnalysisUnsupervised Pattern Mining

References

72

A tutorial on spectral clustering

Ulrike von Luxburg · Statistics and Computing · 2007 · 10.3K citations · Full text

Computing, Computer Science, Data Mining +10

ALGORITHMS FOR THE REDUCTION OF THE NUMBER OF POINTS REQUIRED TO REPRESENT A DIGITIZED LINE OR ITS CARICATURE

David H. Douglas, Thomas K. Peucker · Cartographica The International Journal for Geographic Information and Geovisualization · 1973 · 4.2K citations

Computing, Computer Science, 3D Modeling +7

Sparse Subspace Clustering: Algorithm, Theory, and Applications

Ehsan Elhamifar, René Vidal · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 3.1K citations

Computing, Computer Science, Data Science +17

2011 International Joint Conference on Neural Networks

H. AMADOU BOUBACAR, S. Maouche · IEEE Transactions on Neural Networks · 2010 · 1.5K citations

Computing, Computer Science, Artificial Intelligence +13

Trajectory clustering

Jae-Gil Lee, Jiawei Han, Kyu-Young Whang · 2007 · 1.3K citations

Computing, Computer Science, Data Science +11