Tomasz F. Stepinski

According to our database1, Tomasz F. Stepinski authored at least 49 papers between 2004 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Homepage:

On csauthors.net:

Bibliography

2019
Imperfect melting pot - Analysis of changes in diversity and segregation of US urban census tracts in the period of 1990-2010.
Computers, Environment and Urban Systems, 2019

Global assessment and mapping of changes in mesoscale landscapes: 1992-2015.
Int. J. Applied Earth Observation and Geoinformation, 2019

2018
Spatial approach to analyzing dynamics of racial diversity in large U.S. cities: 1990-2000-2010.
Computers, Environment and Urban Systems, 2018

Spatial association between regionalizations using the information-theoretical V-measure.
International Journal of Geographical Information Science, 2018

Multi-scale segmentation algorithm for pattern-based partitioning of large categorical rasters.
Computers & Geosciences, 2018

Towards machine ecoregionalization of Earth's landmass using pattern segmentation method.
Int. J. Applied Earth Observation and Geoinformation, 2018

2017
A high resolution population grid for the conterminous United States: The 2010 edition.
Computers, Environment and Urban Systems, 2017

Pattern-based, multi-scale segmentation and regionalization of EOSD land cover.
Int. J. Applied Earth Observation and Geoinformation, 2017

2016
Unsupervised regionalization of the United States into landscape pattern types.
International Journal of Geographical Information Science, 2016

2015
Pattern-Based Assessment of Land Cover Change on Continental Scale With Application to NLCD 2001-2006.
IEEE Trans. Geoscience and Remote Sensing, 2015

GeoPAT: A toolbox for pattern-based information retrieval from large geospatial databases.
Computers & Geosciences, 2015

Pattern-based Regionalization of Large Geospatial Datasets Using Complex Object-based Image Analysis.
Proceedings of the International Conference on Computational Science, 2015

2014
LandEx - A GeoWeb Tool for Query and Retrieval of Spatial Patterns in Land Cover Datasets.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2014

Comparing semantically-blind and semantically-aware landscape similarity measures with application to query-by-content and regionalization.
Ecological Informatics, 2014

Pattern-based assessment of 2001/2006 land cover change over the entire United States.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Retrieval of pattern-based information from giga-cells categorical rasters - Concept and new software.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Understanding the spatial distribution of crime based on its related variables using geospatial discriminative patterns.
Computers, Environment and Urban Systems, 2013

Connected components labeling for giga-cell multi-categorical rasters.
Computers & Geosciences, 2013

Crime hotspot mapping using the crime related factors - a spatial data mining approach.
Appl. Intell., 2013

Geospatial Contrast Mining with Applications on Labeled Spatial Data.
Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013

2012
Adaptive Selective Learning for automatic identification of sub-kilometer craters.
Neurocomputing, 2012

Query and retrieval of land cover patterns.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Optimization of Criminal HotSpots Based on Underlying Crime Controlling Factors Using Geospatial Discriminative Pattern.
Proceedings of the Advanced Research in Applied Artificial Intelligence, 2012

2011
Subkilometer crater discovery with boosting and transfer learning.
ACM TIST, 2011

Controlling patterns of geospatial phenomena.
GeoInformatica, 2011

Biologically inspired model for crater detection.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Bernoulli trials based feature selection for crater detection.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

2010
Automatic Annotation of Planetary Surfaces With Geomorphic Labels.
IEEE Trans. Geoscience and Remote Sensing, 2010

Exploring labeled spatial datasets using association analysis.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

ESTATE: Strategy for Exploring Labeled Spatial Datasets Using Association Analysis.
Proceedings of the Discovery Science - 13th International Conference, 2010

Discovering spatio-social motifs of electoral support using discriminative pattern mining.
Proceedings of the 1st International Conference and Exhibition on Computing for Geospatial Research & Application, 2010

Automatic detection of craters in planetary images: an embedded framework using feature selection and boosting.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Effective classification for crater detection: A case study on Mars.
Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010

2009
Cluster Validation.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Segmentation-Based Unsupervised Terrain Classification for Generation of Physiographic Maps.
IEEE Geosci. Remote Sensing Lett., 2009

Discovery of feature-based hot spots using supervised clustering.
Computers & Geosciences, 2009

Discovery of Geospatial Discriminating Patterns from Remote Sensing Datasets.
Proceedings of the SIAM International Conference on Data Mining, 2009

2008
Towards Region Discovery in Spatial Datasets.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Discovering controlling factors of geospatial variables.
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

Finding regional co-location patterns for sets of continuous variables in spatial datasets.
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

2007
Machine Detection of Martian Impact Craters From Digital Topography Data.
IEEE Trans. Geoscience and Remote Sensing, 2007

Automatic mapping of valley networks on Mars.
Computers & Geosciences, 2007

Machine Learning Tools for Automatic Mapping of Martian Landforms.
IEEE Intelligent Systems, 2007

An efficient approach to external cluster assessment with an application to martian topography.
Data Min. Knowl. Discov., 2007

Machine Learning for Automatic Mapping of Planetary Surfaces.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Automated classification of landforms on Mars.
Computers & Geosciences, 2006

Automatic Recognition of Landforms on Mars Using Terrain Segmentation and Classification.
Proceedings of the Discovery Science, 9th International Conference, 2006

2005
Digital topography models for Martian surfaces.
IEEE Geosci. Remote Sensing Lett., 2005

2004
A Quantification of Cluster Novelty with an Application to Martian Topography.
Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004


  Loading...