Tomasz F. Stepinski

57 papers A* 1A 2B 4C 5Misc 1Journal 35Unranked 7

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