Citation map · Study

SZodixStudyAcademic Library

Dashboard Shelves Open access My library Inbox Notes Write Learn Alerts

More

Ask your library Notifications Quick cite Review

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

When Traditional Selection Fails: How to Improve Settlement Selection for Small-Scale Maps Using Machine Learning

12 references·6 citing·46 second hop

FromToDepth

this work references cited by second hop

References

1966The Principles of Selection264 cited
2019Learning Cartographic Building Generalization with Deep Convolutional Neural Networks107 cited
1995Overcoming the knowledge acquisition bottleneck in map generalization: The role of interactive systems and computational intelligence77 cited
2013Fully automated generalization of a 1:50k map from 1:10k data75 cited
2014Abstracting Geographic Information in a Data Rich World72 cited
2007Automatic identification of urban settlement boundaries for multiple representation databases62 cited
2018BUILDING GENERALIZATION USING DEEP LEARNING53 cited
2007Generalization-oriented Road Line Classification by Means of an Artificial Neural Network48 cited
2009Specifying Map Requirements for Automated Generalization of Topographic Data44 cited
1965REVIEW ARTICLE36 cited
2017Improving settlement selection for small-scale maps using data enrichment and machine learning31 cited
1972Automated Selection of Settlements in Map Generalisation19 cited

Cited by

2022Make It Simple: Effective Road Selection for Small-Scale Map Design Using Decision-Tree-Based Models15 cited
2023Learning from vector data: enhancing vector-based shape encoding and shape classification for map generalization purposes

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

14 cited

2020Map Generalization for the Future: Editorial Comments on the Special Issue12 cited

2023Polyline simplification using a region proposal network integrating raster and vector features10 cited

2021Scale-Dependent Point Selection Methods for Web Maps8 cited

2024Determining the optimal generalization operators for building footprints using an improved graph neural network model6 cited