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ORCIDTomasz F. Stepinski
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2020 – today
- 2023
[j34]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): 30 (2023)- [j33]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): 389 (2023) - 2022
- [j32]Jakub Nowosad, Tomasz F. Stepinski:
Extended SLIC superpixels algorithm for applications to non-imagery geospatial rasters. Int. J. Appl. Earth Obs. Geoinformation 112: 102935 (2022) - 2021
- [j31]Jakub Nowosad, Tomasz F. Stepinski:
Pattern-based identification and mapping of landscape types using multi-thematic data. Int. J. Geogr. Inf. Sci. 35(8): 1634-1649 (2021) - 2020
- [j30]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): 947-968 (2020) - [i1]Mahmoud Saeedimoghaddam, Tomasz F. Stepinski:
Automatic extraction of road intersection points from USGS historical map series using deep convolutional neural networks. CoRR abs/2007.07404 (2020)
2010 – 2019
- 2019
- [j29]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: 332-340 (2019) - [j28]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: 101-109 (2019) - 2018
- [j27]Jakub Nowosad, Tomasz F. Stepinski:
Towards machine ecoregionalization of Earth's landmass using pattern segmentation method. Int. J. Appl. Earth Obs. Geoinformation 69: 110-118 (2018) - [j26]Jaroslaw Jasiewicz, Tomasz F. Stepinski, Jacek Niesterowicz:
Multi-scale segmentation algorithm for pattern-based partitioning of large categorical rasters. Comput. Geosci. 118: 122-130 (2018) - [j25]Jakub Nowosad, Tomasz F. Stepinski:
Spatial association between regionalizations using the information-theoretical V-measure. Int. J. Geogr. Inf. Sci. 32(12): 2386-2401 (2018) - [j24]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: 89-96 (2018) - 2017
- [j23]Jacek Niesterowicz, Tomasz F. Stepinski:
Pattern-based, multi-scale segmentation and regionalization of EOSD land cover. Int. J. Appl. Earth Obs. Geoinformation 62: 192-200 (2017) - [j22]Anna Dmowska, Tomasz F. Stepinski:
A high resolution population grid for the conterminous United States: The 2010 edition. Comput. Environ. Urban Syst. 61: 13-23 (2017) - 2016
- [j21]Jacek Niesterowicz, Tomasz F. Stepinski, Jaroslaw Jasiewicz:
Unsupervised regionalization of the United States into landscape pattern types. Int. J. Geogr. Inf. Sci. 30(7): 1450-1468 (2016) - 2015
- [j20]Jaroslaw Jasiewicz, Pawel Netzel, Tomasz F. Stepinski:
GeoPAT: A toolbox for pattern-based information retrieval from large geospatial databases. Comput. Geosci. 80: 62-73 (2015) - [j19]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): 1773-1781 (2015) - [c20]Tomasz F. Stepinski, Jacek Niesterowicz, Jaroslaw Jasiewicz:
Pattern-based Regionalization of Large Geospatial Datasets Using Complex Object-based Image Analysis. ICCS 2015: 2168-2177 - 2014
- [j18]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: 69-77 (2014) - [j17]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): 257-266 (2014) - [c19]Jaroslaw Jasiewicz, Pawel Netzel, Tomasz F. Stepinski:
Retrieval of pattern-based information from giga-cells categorical rasters - Concept and new software. IGARSS 2014: 1785-1788 - [c18]Pawel Netzel, Tomasz F. Stepinski:
Pattern-based assessment of 2001/2006 land cover change over the entire United States. IGARSS 2014: 4188-4191 - 2013
- [j16]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): 772-781 (2013) - [j15]Pawel Netzel, Tomasz F. Stepinski:
Connected components labeling for giga-cell multi-categorical rasters. Comput. Geosci. 59: 24-30 (2013) - [j14]Jaroslaw Jasiewicz, Tomasz F. Stepinski:
Example-Based Retrieval of Alike Land-Cover Scenes From NLCD2006 Database. IEEE Geosci. Remote. Sens. Lett. 10(1): 155-159 (2013) - [j13]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: 93-106 (2013) - [p1]Wei Ding, Tomasz F. Stepinski, Josue Salazar:
Geospatial Contrast Mining with Applications on Labeled Spatial Data. Contrast Data Mining 2013: 303-316 - 2012
- [j12]Siyi Liu, Wei Ding, Feng Gao, Tomasz F. Stepinski:
Adaptive Selective Learning for automatic identification of sub-kilometer craters. Neurocomputing 92: 78-87 (2012) - [c17]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: 553-562 - [c16]Jaroslaw Jasiewicz, Tomasz F. Stepinski:
Query and retrieval of land cover patterns. IGARSS 2012: 5986-5989 - 2011
- [j11]Tomasz F. Stepinski, Wei Ding, Christoph F. Eick:
Controlling patterns of geospatial phenomena. GeoInformatica 15(3): 399-416 (2011) - [j10]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): 39:1-39:22 (2011) - [c15]Siyi Liu, Wei Ding, Joseph Paul Cohen, Dan A. Simovici, Tomasz F. Stepinski:
Bernoulli trials based feature selection for crater detection. GIS 2011: 461-464 - [c14]Yang Mu, Wei Ding, Dacheng Tao, Tomasz F. Stepinski:
Biologically inspired model for crater detection. IJCNN 2011: 2487-2494 - [c13]Siyi Liu, Wei Ding, Tomasz F. Stepinski:
Semi-supervised based active class selection for automatic identification of sub-kilometer craters. ISPA 2011: 615-620 - 2010
- [j9]Soumya Ghosh, Tomasz F. Stepinski, Ricardo Vilalta:
Automatic Annotation of Planetary Surfaces With Geomorphic Labels. IEEE Trans. Geosci. Remote. Sens. 48(1-1): 175-185 (2010) - [c12]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: 688-695 - [c11]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: 749-758 - [c10]Tomasz F. Stepinski, Josue Salazar, Wei Ding:
Discovering spatio-social motifs of electoral support using discriminative pattern mining. COM.Geo 2010 - [c9]Tomasz F. Stepinski, Josue Salazar, Wei Ding, Denis White:
ESTATE: Strategy for Exploring Labeled Spatial Datasets Using Association Analysis. Discovery Science 2010: 326-340 - [c8]Tomasz F. Stepinski, Josue Salazar, Wei Ding:
Exploring labeled spatial datasets using association analysis. GIS 2010: 530-531
2000 – 2009
- 2009
- [j8]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): 1508-1516 (2009) - [j7]Tomasz F. Stepinski, Chaitanya Bagaria:
Segmentation-Based Unsupervised Terrain Classification for Generation of Physiographic Maps. IEEE Geosci. Remote. Sens. Lett. 6(4): 733-737 (2009) - [c7]Wei Ding, Tomasz F. Stepinski, Josue Salazar:
Discovery of Geospatial Discriminating Patterns from Remote Sensing Datasets. SDM 2009: 425-436 - [r1]Ricardo Vilalta, Tomasz F. Stepinski:
Cluster Validation. Encyclopedia of Data Warehousing and Mining 2009: 231-236 - 2008
- [c6]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: 30 - [c5]Tomasz F. Stepinski, Wei Ding, Christoph F. Eick:
Discovering controlling factors of geospatial variables. GIS 2008: 47 - [c4]Wei Ding, Rachsuda Jiamthapthaksin, Rachana Parmar, Dan Jiang, Tomasz F. Stepinski, Christoph F. Eick:
Towards Region Discovery in Spatial Datasets. PAKDD 2008: 88-99 - 2007
- [j6]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): 1-23 (2007) - [j5]Tomasz F. Stepinski, Ricardo Vilalta, Soumya Ghosh:
Machine Learning Tools for Automatic Mapping of Martian Landforms. IEEE Intell. Syst. 22(6): 100-106 (2007) - [j4]Ian M. Molloy, Tomasz F. Stepinski:
Automatic mapping of valley networks on Mars. Comput. Geosci. 33(6): 728-738 (2007) - [j3]Brian D. Bue, Tomasz F. Stepinski:
Machine Detection of Martian Impact Craters From Digital Topography Data. IEEE Trans. Geosci. Remote. Sens. 45(1): 265-274 (2007) - [c3]Tomasz F. Stepinski, Soumya Ghosh, Ricardo Vilalta:
Machine Learning for Automatic Mapping of Planetary Surfaces. AAAI 2007: 1807-1812 - 2006
- [j2]Brian D. Bue, Tomasz F. Stepinski:
Automated classification of landforms on Mars. Comput. Geosci. 32(5): 604-614 (2006) - [c2]Tomasz F. Stepinski, Soumya Ghosh, Ricardo Vilalta:
Automatic Recognition of Landforms on Mars Using Terrain Segmentation and Classification. Discovery Science 2006: 255-266 - 2005
- [j1]Tomasz F. Stepinski, Ricardo Vilalta:
Digital topography models for Martian surfaces. IEEE Geosci. Remote. Sens. Lett. 2(3): 260-264 (2005) - 2004
- [c1]Ricardo Vilalta, Tomasz F. Stepinski, Murali-Krishna Achari, Francisco Ocegueda-Hernandez:
A Quantification of Cluster Novelty with an Application to Martian Topography. PKDD 2004: 434-445
Coauthor Index
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