Tomasz F. Stepinski

According to our database, Tomasz F. Stepinski authored at least 56 papers between 2004 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Spatio-temporal changes in racial segregation and diversity in large US cities from 1990 to 2020: a visual data analysis.

Anna Dmowska, Tomasz F. Stepinski

EPJ Data Sci., December, 2023

Geovisualization of Temporal Change in Urban Racial Geography: A Step towards Explaining Persistent Segregation.

Tomasz F. Stepinski, Anna Dmowska

ISPRS Int. J. Geo Inf., September, 2023

2022

Extended SLIC superpixels algorithm for applications to non-imagery geospatial rasters.

Jakub Nowosad, Tomasz F. Stepinski

Int. J. Appl. Earth Obs. Geoinformation, 2022

2021

Pattern-based identification and mapping of landscape types using multi-thematic data.

Jakub Nowosad, Tomasz F. Stepinski

Int. J. Geogr. Inf. Sci., 2021

2020

Automatic extraction of road intersection points from USGS historical map series using deep convolutional neural networks.

Mahmoud Saeedimoghaddam, Tomasz F. Stepinski

Int. J. Geogr. Inf. Sci., 2020

2019

Imperfect melting pot - Analysis of changes in diversity and segregation of US urban census tracts in the period of 1990-2010.

Tomasz F. Stepinski, Anna Dmowska

Comput. Environ. Urban Syst., 2019

Global assessment and mapping of changes in mesoscale landscapes: 1992-2015.

Jakub Nowosad, Tomasz F. Stepinski, Pawel Netzel

Int. J. Appl. Earth Obs. Geoinformation, 2019

2018

Spatial approach to analyzing dynamics of racial diversity in large U.S. cities: 1990-2000-2010.

Anna Dmowska, Tomasz F. Stepinski

Comput. Environ. Urban Syst., 2018

Spatial association between regionalizations using the information-theoretical V-measure.

Jakub Nowosad, Tomasz F. Stepinski

Int. J. Geogr. Inf. Sci., 2018

Multi-scale segmentation algorithm for pattern-based partitioning of large categorical rasters.

Jaroslaw Jasiewicz, Tomasz F. Stepinski, Jacek Niesterowicz

Comput. Geosci., 2018

Towards machine ecoregionalization of Earth's landmass using pattern segmentation method.

Jakub Nowosad, Tomasz F. Stepinski

Int. J. Appl. Earth Obs. Geoinformation, 2018

2017

A high resolution population grid for the conterminous United States: The 2010 edition.

Anna Dmowska, Tomasz F. Stepinski

Comput. Environ. Urban Syst., 2017

Pattern-based, multi-scale segmentation and regionalization of EOSD land cover.

Jacek Niesterowicz, Tomasz F. Stepinski

Int. J. Appl. Earth Obs. Geoinformation, 2017

2016

Unsupervised regionalization of the United States into landscape pattern types.

Jacek Niesterowicz, Tomasz F. Stepinski, Jaroslaw Jasiewicz

Int. J. Geogr. Inf. Sci., 2016

2015

Pattern-Based Assessment of Land Cover Change on Continental Scale With Application to NLCD 2001-2006.

Pawel Netzel, Tomasz F. Stepinski

IEEE Trans. Geosci. Remote. Sens., 2015

GeoPAT: A toolbox for pattern-based information retrieval from large geospatial databases.

Jaroslaw Jasiewicz, Pawel Netzel, Tomasz F. Stepinski

Comput. Geosci., 2015

Pattern-based Regionalization of Large Geospatial Datasets Using Complex Object-based Image Analysis.

Tomasz F. Stepinski, Jacek Niesterowicz, Jaroslaw Jasiewicz

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.

Tomasz F. Stepinski, Pawel Netzel, Jaroslaw Jasiewicz

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

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

Tomasz F. Stepinski, Joseph Paul Cohen

Ecol. Informatics, 2014

Pattern-based assessment of 2001/2006 land cover change over the entire United States.

Pawel Netzel, Tomasz F. Stepinski

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.

Jaroslaw Jasiewicz, Pawel Netzel, Tomasz F. Stepinski

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.

Dawei Wang, Wei Ding, Henry Z. Lo, Melissa Morabito, Ping Chen, Josue Salazar, Tomasz F. Stepinski

Comput. Environ. Urban Syst., 2013

Example-Based Retrieval of Alike Land-Cover Scenes From NLCD2006 Database.

Jaroslaw Jasiewicz, Tomasz F. Stepinski

IEEE Geosci. Remote. Sens. Lett., 2013

Connected components labeling for giga-cell multi-categorical rasters.

Pawel Netzel, Tomasz F. Stepinski

Comput. Geosci., 2013

Crime hotspot mapping using the crime related factors - a spatial data mining approach.

Dawei Wang, Wei Ding, Henry Z. Lo, Tomasz F. Stepinski, Josue Salazar, Melissa Morabito

Appl. Intell., 2013

Geospatial Contrast Mining with Applications on Labeled Spatial Data.

Wei Ding, Tomasz F. Stepinski, Josue Salazar

Proceedings of the Contrast Data Mining: Concepts, Algorithms, and Applications, 2013

2012

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

Siyi Liu, Wei Ding, Feng Gao, Tomasz F. Stepinski

Neurocomputing, 2012

Query and retrieval of land cover patterns.

Jaroslaw Jasiewicz, Tomasz F. Stepinski

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.

Dawei Wang, Wei Ding, Tomasz F. Stepinski, Josue Salazar, Henry Z. Lo, Melissa Morabito

Proceedings of the Advanced Research in Applied Artificial Intelligence, 2012

2011

Subkilometer crater discovery with boosting and transfer learning.

Wei Ding, Tomasz F. Stepinski, Yang Mu, Lourenço P. C. Bandeira, Ricardo Vilalta, Youxi Wu, Zhenyu Lu, Tianyu Cao, Xindong Wu

ACM Trans. Intell. Syst. Technol., 2011

Controlling patterns of geospatial phenomena.

Tomasz F. Stepinski, Wei Ding, Christoph F. Eick

GeoInformatica, 2011

Semi-supervised based active class selection for automatic identification of sub-kilometer craters.

Siyi Liu, Wei Ding, Tomasz F. Stepinski

Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011

Biologically inspired model for crater detection.

Yang Mu, Wei Ding, Dacheng Tao, Tomasz F. Stepinski

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Bernoulli trials based feature selection for crater detection.

Siyi Liu, Wei Ding, Joseph Paul Cohen, Dan A. Simovici, Tomasz F. Stepinski

Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

2010

Automatic Annotation of Planetary Surfaces With Geomorphic Labels.

Soumya Ghosh, Tomasz F. Stepinski, Ricardo Vilalta

IEEE Trans. Geosci. Remote. Sens., 2010

Exploring labeled spatial datasets using association analysis.

Tomasz F. Stepinski, Josue Salazar, Wei Ding

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.

Tomasz F. Stepinski, Josue Salazar, Wei Ding, Denis White

Proceedings of the Discovery Science - 13th International Conference, 2010

Discovering spatio-social motifs of electoral support using discriminative pattern mining.

Tomasz F. Stepinski, Josue Salazar, Wei Ding

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.

Wei Ding, Tomasz F. Stepinski, Lourenço P. C. Bandeira, Ricardo Vilalta, Youxi Wu, Zhenyu Lu, Tianyu Cao

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Effective classification for crater detection: A case study on Mars.

Jue Wang, Wei Ding, Barry Fradkin, Cuong H. Pham, Peter Sherman, Binh D. Tran, Dawei Wang, Yun Yang, Tomasz F. Stepinski

Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010

2009

Cluster Validation.

Ricardo Vilalta, Tomasz F. Stepinski

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

Segmentation-Based Unsupervised Terrain Classification for Generation of Physiographic Maps.

Tomasz F. Stepinski, Chaitanya Bagaria

IEEE Geosci. Remote. Sens. Lett., 2009

Discovery of feature-based hot spots using supervised clustering.

Wei Ding, Tomasz F. Stepinski, Rachana Parmar, Dan Jiang, Christoph F. Eick

Comput. Geosci., 2009

Discovery of Geospatial Discriminating Patterns from Remote Sensing Datasets.

Wei Ding, Tomasz F. Stepinski, Josue Salazar

Proceedings of the SIAM International Conference on Data Mining, 2009

2008

Towards Region Discovery in Spatial Datasets.

Wei Ding, Rachsuda Jiamthapthaksin, Rachana Parmar, Dan Jiang, Tomasz F. Stepinski, Christoph F. Eick

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Discovering controlling factors of geospatial variables.

Tomasz F. Stepinski, Wei Ding, Christoph F. Eick

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.

Christoph F. Eick, Rachana Parmar, Wei Ding, Tomasz F. Stepinski, Jean-Philippe Nicot

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.

Brian D. Bue, Tomasz F. Stepinski

IEEE Trans. Geosci. Remote. Sens., 2007

Automatic mapping of valley networks on Mars.

Ian M. Molloy, Tomasz F. Stepinski

Comput. Geosci., 2007

Machine Learning Tools for Automatic Mapping of Martian Landforms.

Tomasz F. Stepinski, Ricardo Vilalta, Soumya Ghosh

IEEE Intell. Syst., 2007

An efficient approach to external cluster assessment with an application to martian topography.

Ricardo Vilalta, Tomasz F. Stepinski, Murali-Krishna Achari

Data Min. Knowl. Discov., 2007

Machine Learning for Automatic Mapping of Planetary Surfaces.

Tomasz F. Stepinski, Soumya Ghosh, Ricardo Vilalta

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006

Automated classification of landforms on Mars.

Brian D. Bue, Tomasz F. Stepinski

Comput. Geosci., 2006

Automatic Recognition of Landforms on Mars Using Terrain Segmentation and Classification.

Tomasz F. Stepinski, Soumya Ghosh, Ricardo Vilalta

Proceedings of the Discovery Science, 9th International Conference, 2006

2005

Digital topography models for Martian surfaces.

Tomasz F. Stepinski, Ricardo Vilalta

IEEE Geosci. Remote. Sens. Lett., 2005

2004

A Quantification of Cluster Novelty with an Application to Martian Topography.

Ricardo Vilalta, Tomasz F. Stepinski, Murali-Krishna Achari, Francisco Ocegueda-Hernandez

Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004