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Tomasz F. Stepinski
2010 – today
- 2013
[j11]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. Computers, Environment and Urban Systems 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
- [j10]Siyi Liu, Wei Ding, Feng Gao, Tomasz F. Stepinski: Adaptive Selective Learning for automatic identification of sub-kilometer craters. Neurocomputing 92: 78-87 (2012)
- [c16]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
- [c15]Jaroslaw Jasiewicz, Tomasz F. Stepinski: Query and retrieval of land cover patterns. IGARSS 2012: 5986-5989
- 2011
- [j9]Tomasz F. Stepinski, Wei Ding, Christoph F. Eick: Controlling patterns of geospatial phenomena. GeoInformatica 15(3): 399-416 (2011)
- [j8]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 TIST 2(4): 39 (2011)
- [c14]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
- [c13]Yang Mu, Wei Ding, Dacheng Tao, Tomasz F. Stepinski: Biologically inspired model for crater detection. IJCNN 2011: 2487-2494
- 2010
- [j7]Soumya Ghosh, Tomasz F. Stepinski, Ricardo Vilalta: Automatic Annotation of Planetary Surfaces With Geomorphic Labels. IEEE T. Geoscience and Remote Sensing 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
- [j6]Wei Ding, Tomasz F. Stepinski, Rachana Parmar, Dan Jiang, Christoph F. Eick: Discovery of feature-based hot spots using supervised clustering. Computers & Geosciences 35(7): 1508-1516 (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
- [j5]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)
- [j4]Tomasz F. Stepinski, Ricardo Vilalta, Soumya Ghosh: Machine Learning Tools for Automatic Mapping of Martian Landforms. IEEE Intelligent Systems 22(6): 100-106 (2007)
- [j3]I. Molloy, Tomasz F. Stepinski: Automatic mapping of valley networks on Mars. Computers & Geosciences 33(6): 728-738 (2007)
- [j2]Brian D. Bue, Tomasz F. Stepinski: Machine Detection of Martian Impact Craters From Digital Topography Data. IEEE T. Geoscience and Remote Sensing 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
- [j1]Brian D. Bue, Tomasz F. Stepinski: Automated classification of landforms on Mars. Computers & Geosciences 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
- 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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last updated on 2013-04-25 21:46 CEST by the dblp team