Tomasz F. Stepinski

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 15

Top Topics

Top Venues

Int. J. Geogr. Inf. Sci.

Int. J. Appl. Earth Obs. Geoinformation

Comput. Environ. Urban Syst.

Comput. Geosci.

Publications

Anna Dmowska, Tomasz F. Stepinski
Spatio-temporal changes in racial segregation and diversity in large US cities from 1990 to 2020: a visual data analysis. EPJ Data Sci. 12 (1) (2023)
Tomasz F. Stepinski, Anna Dmowska
Geovisualization of Temporal Change in Urban Racial Geography: A Step towards Explaining Persistent Segregation. ISPRS Int. J. Geo Inf. 12 (10) (2023)
Jakub Nowosad, Tomasz F. Stepinski
Extended SLIC superpixels algorithm for applications to non-imagery geospatial rasters. Int. J. Appl. Earth Obs. Geoinformation 112 (2022)
Jakub Nowosad, Tomasz F. Stepinski
Pattern-based identification and mapping of landscape types using multi-thematic data. Int. J. Geogr. Inf. Sci. 35 (8) (2021)
Mahmoud Saeedimoghaddam, Tomasz F. Stepinski
Automatic extraction of road intersection points from USGS historical map series using deep convolutional neural networks. CoRR (2020)
Mahmoud Saeedimoghaddam, Tomasz F. Stepinski
Automatic extraction of road intersection points from USGS historical map series using deep convolutional neural networks. Int. J. Geogr. Inf. Sci. 34 (5) (2020)
Jakub Nowosad, Tomasz F. Stepinski, Pawel Netzel
Global assessment and mapping of changes in mesoscale landscapes: 1992-2015. Int. J. Appl. Earth Obs. Geoinformation 78 (2019)
Tomasz F. Stepinski, Anna Dmowska
Imperfect melting pot - Analysis of changes in diversity and segregation of US urban census tracts in the period of 1990-2010. Comput. Environ. Urban Syst. 76 (2019)
Jakub Nowosad, Tomasz F. Stepinski
Spatial association between regionalizations using the information-theoretical V-measure. Int. J. Geogr. Inf. Sci. 32 (12) (2018)
Jaroslaw Jasiewicz, Tomasz F. Stepinski, Jacek Niesterowicz
Multi-scale segmentation algorithm for pattern-based partitioning of large categorical rasters. Comput. Geosci. 118 (2018)
Jakub Nowosad, Tomasz F. Stepinski
Towards machine ecoregionalization of Earth's landmass using pattern segmentation method. Int. J. Appl. Earth Obs. Geoinformation 69 (2018)
Anna Dmowska, Tomasz F. Stepinski
Spatial approach to analyzing dynamics of racial diversity in large U.S. cities: 1990-2000-2010. Comput. Environ. Urban Syst. 68 (2018)
Anna Dmowska, Tomasz F. Stepinski
A high resolution population grid for the conterminous United States: The 2010 edition. Comput. Environ. Urban Syst. 61 (2017)
Jacek Niesterowicz, Tomasz F. Stepinski
Pattern-based, multi-scale segmentation and regionalization of EOSD land cover. Int. J. Appl. Earth Obs. Geoinformation 62 (2017)
Jacek Niesterowicz, Tomasz F. Stepinski, Jaroslaw Jasiewicz
Unsupervised regionalization of the United States into landscape pattern types. Int. J. Geogr. Inf. Sci. 30 (7) (2016)
Tomasz F. Stepinski, Jacek Niesterowicz, Jaroslaw Jasiewicz
Pattern-based Regionalization of Large Geospatial Datasets Using Complex Object-based Image Analysis. ICCS (2015)
Pawel Netzel, Tomasz F. Stepinski
Pattern-Based Assessment of Land Cover Change on Continental Scale With Application to NLCD 2001-2006. IEEE Trans. Geosci. Remote. Sens. 53 (4) (2015)
Jaroslaw Jasiewicz, Pawel Netzel, Tomasz F. Stepinski
GeoPAT: A toolbox for pattern-based information retrieval from large geospatial databases. Comput. Geosci. 80 (2015)
Jaroslaw Jasiewicz, Pawel Netzel, Tomasz F. Stepinski
Retrieval of pattern-based information from giga-cells categorical rasters - Concept and new software. IGARSS (2014)
Tomasz F. Stepinski, Pawel Netzel, Jaroslaw Jasiewicz
LandEx - A GeoWeb Tool for Query and Retrieval of Spatial Patterns in Land Cover Datasets. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (1) (2014)
Pawel Netzel, Tomasz F. Stepinski
Pattern-based assessment of 2001/2006 land cover change over the entire United States. IGARSS (2014)
Tomasz F. Stepinski, Joseph Paul Cohen
Comparing semantically-blind and semantically-aware landscape similarity measures with application to query-by-content and regionalization. Ecol. Informatics 24 (2014)
Pawel Netzel, Tomasz F. Stepinski
Connected components labeling for giga-cell multi-categorical rasters. Comput. Geosci. 59 (2013)
Dawei Wang, Wei Ding, Henry Z. Lo, Melissa Morabito, Ping Chen, Josue Salazar, Tomasz F. Stepinski
Understanding the spatial distribution of crime based on its related variables using geospatial discriminative patterns. Comput. Environ. Urban Syst. 39 (2013)
Jaroslaw Jasiewicz, Tomasz F. Stepinski
Example-Based Retrieval of Alike Land-Cover Scenes From NLCD2006 Database. IEEE Geosci. Remote. Sens. Lett. 10 (1) (2013)
Dawei Wang, Wei Ding, Henry Z. Lo, Tomasz F. Stepinski, Josue Salazar, Melissa Morabito
Crime hotspot mapping using the crime related factors - a spatial data mining approach. Appl. Intell. 39 (4) (2013)
Siyi Liu, Wei Ding, Feng Gao, Tomasz F. Stepinski
Adaptive Selective Learning for automatic identification of sub-kilometer craters. Neurocomputing 92 (2012)
Jaroslaw Jasiewicz, Tomasz F. Stepinski
Query and retrieval of land cover patterns. IGARSS (2012)
Dawei Wang, Wei Ding, Tomasz F. Stepinski, Josue Salazar, Henry Z. Lo, Melissa Morabito
Optimization of Criminal HotSpots Based on Underlying Crime Controlling Factors Using Geospatial Discriminative Pattern. IEA/AIE (2012)
Wei Ding, Tomasz F. Stepinski, Yang Mu, Lourenço P. C. Bandeira, Ricardo Vilalta, Youxi Wu, Zhenyu Lu, Tianyu Cao, Xindong Wu
Subkilometer crater discovery with boosting and transfer learning. ACM Trans. Intell. Syst. Technol. 2 (4) (2011)
Yang Mu, Wei Ding, Dacheng Tao, Tomasz F. Stepinski
Biologically inspired model for crater detection. IJCNN (2011)
Siyi Liu, Wei Ding, Joseph Paul Cohen, Dan A. Simovici, Tomasz F. Stepinski
Bernoulli trials based feature selection for crater detection. GIS (2011)
Tomasz F. Stepinski, Wei Ding, Christoph F. Eick
Controlling patterns of geospatial phenomena. GeoInformatica 15 (3) (2011)
Siyi Liu, Wei Ding, Tomasz F. Stepinski
Semi-supervised based active class selection for automatic identification of sub-kilometer craters. ISPA (2011)
Tomasz F. Stepinski, Josue Salazar, Wei Ding
Exploring labeled spatial datasets using association analysis. GIS (2010)
Jue Wang, Wei Ding, Barry Fradkin, Cuong H. Pham, Peter Sherman, Binh D. Tran, Dawei Wang, Yun Yang, Tomasz F. Stepinski
Effective classification for crater detection: A case study on Mars. IEEE ICCI (2010)
Tomasz F. Stepinski, Josue Salazar, Wei Ding, Denis White
ESTATE: Strategy for Exploring Labeled Spatial Datasets Using Association Analysis. Discovery Science (2010)
Tomasz F. Stepinski, Josue Salazar, Wei Ding
Discovering spatio-social motifs of electoral support using discriminative pattern mining. COM.Geo (2010)
Wei Ding, Tomasz F. Stepinski, Lourenço P. C. Bandeira, Ricardo Vilalta, Youxi Wu, Zhenyu Lu, Tianyu Cao
Automatic detection of craters in planetary images: an embedded framework using feature selection and boosting. CIKM (2010)
Soumya Ghosh, Tomasz F. Stepinski, Ricardo Vilalta
Automatic Annotation of Planetary Surfaces With Geomorphic Labels. IEEE Trans. Geosci. Remote. Sens. 48 (1-1) (2010)
Wei Ding, Tomasz F. Stepinski, Rachana Parmar, Dan Jiang, Christoph F. Eick
Discovery of feature-based hot spots using supervised clustering. Comput. Geosci. 35 (7) (2009)
Wei Ding, Tomasz F. Stepinski, Josue Salazar
Discovery of Geospatial Discriminating Patterns from Remote Sensing Datasets. SDM (2009)
Tomasz F. Stepinski, Chaitanya Bagaria
Segmentation-Based Unsupervised Terrain Classification for Generation of Physiographic Maps. IEEE Geosci. Remote. Sens. Lett. 6 (4) (2009)
Tomasz F. Stepinski, Wei Ding, Christoph F. Eick
Discovering controlling factors of geospatial variables. GIS (2008)
Christoph F. Eick, Rachana Parmar, Wei Ding, Tomasz F. Stepinski, Jean-Philippe Nicot
Finding regional co-location patterns for sets of continuous variables in spatial datasets. GIS (2008)
Wei Ding, Rachsuda Jiamthapthaksin, Rachana Parmar, Dan Jiang, Tomasz F. Stepinski, Christoph F. Eick
Towards Region Discovery in Spatial Datasets. PAKDD (2008)
Ricardo Vilalta, Tomasz F. Stepinski, Murali-Krishna Achari
An efficient approach to external cluster assessment with an application to martian topography. Data Min. Knowl. Discov. 14 (1) (2007)
Brian D. Bue, Tomasz F. Stepinski
Machine Detection of Martian Impact Craters From Digital Topography Data. IEEE Trans. Geosci. Remote. Sens. 45 (1) (2007)
Ian M. Molloy, Tomasz F. Stepinski
Automatic mapping of valley networks on Mars. Comput. Geosci. 33 (6) (2007)
Tomasz F. Stepinski, Ricardo Vilalta, Soumya Ghosh
Machine Learning Tools for Automatic Mapping of Martian Landforms. IEEE Intell. Syst. 22 (6) (2007)
Tomasz F. Stepinski, Soumya Ghosh, Ricardo Vilalta
Machine Learning for Automatic Mapping of Planetary Surfaces. AAAI (2007)
Brian D. Bue, Tomasz F. Stepinski
Automated classification of landforms on Mars. Comput. Geosci. 32 (5) (2006)
Tomasz F. Stepinski, Soumya Ghosh, Ricardo Vilalta
Automatic Recognition of Landforms on Mars Using Terrain Segmentation and Classification. Discovery Science (2006)
Tomasz F. Stepinski, Ricardo Vilalta
Digital topography models for Martian surfaces. IEEE Geosci. Remote. Sens. Lett. 2 (3) (2005)
Ricardo Vilalta, Tomasz F. Stepinski, Murali-Krishna Achari, Francisco Ocegueda-Hernandez
A Quantification of Cluster Novelty with an Application to Martian Topography. PKDD (2004)