II Vania Bogorny's
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Publications

2009
  1. **NEW** Bogorny, V.; Kuijpers, B.; Alvares, L.O. ST-DMQL: A Semantic Trajectory Data Mining Query Language. In: International Journal of Geographical Information Science. Taylor and Francis (in press).

  2. **NEW** Bogorny, V.; Valiati, J.F.; Alvares, L.O. Semantic-based pruning of redundant and uniteresting frequent geographic patterns. In: Geoinformatica. Springer (accepted for publication).

  3. **NEW** Alvares, L.O, Oliveira, G., Heuser, C.A., Bogorny, V. A framework for Trajectory Preprocessing for Data Mining. In: SEKE (21st International Symposium on Software Engineering and Knowledge Engineering. (accepted for publication).

  4. **NEW** Chiechelski G. O. and Bogorny V. An Extension of PostGIS for the Automatic Generation of Semantic Trajectories. In: 10th International Workshop on Free Software. (in Portuguese).


2008
  1. Bogorny, V. and Shekhar S. Tutorial on Spatial and Spatio-Temporal Data Mining In: SBBD 2008

  2. Bogorny, V. and Wachowicz, M. A Framework for Context-Aware Trajectory Data Mining. In: Longbing Cao, Philip S. Yu, Chengqi Ahang, Huaifeng Zhang. (Org.). Data Mining for Business Applications. Springer, 2008.

  3. Palma, A. T; Bogorny, V.; Kuijpers, B.; Alvares, L.O. A Clustering-based Approach for Discovering Interesting Places in Trajectories. In: 23rd Annual Symposium on Applied Computing, (ACM-SAC'08), Fortaleza, Ceara, 16-20 March (2008) Brazil. pp. 863-868.

  4. Bogorny, V.; Kuijpers, B.; Alvares, L.O.: Reducing Uninteresting Spatial Association Rules in Geographic Databases using Background Knowledge: a Summary of Results. In: IJGIS International Journal of Geographical Information Science (2008). Taylor and Francis, VOL 22, pp. 361-386.

  5. Bogorny, V.; Kuijpers, B.; Alvares, L.O.: A Spatio-temporal Data Mining Query Language for Moving Object Trajectories. In: UFRGS, Brazil, Technical Report T-357, pages 22, 2008.

2007
  1. **AWARD** Best 2006 Brazilian PhD Thesis Award. Enchancing Spatial Association Rule Mining in Geographic Databases. In: 27th Brazilian Computer Society Conference.Talk

  2. Alvares, L. O.; Bogorny, V.; Kuijpers, B.; Macedo, J. A. F.; Moelans, B.; Vaisman, A.: A Model for Enriching Trajectories with Semantic Geographical Information.. In: Proc. of the ACM 15th International Symposium on Advances in Geographic Information Systems (ACM-GIS'07), Seattle, Washingthon, 7-9 November (2007). (bibtex).pp. 162-169.

  3. Alvares, L. O.; Bogorny, V.; Macedo, J. A. F.; Moelans, B.; Spaccapietra, S.: Dynamic Modeling of Trajectory Patterns using Data Mining and Reverse Engineering. In: Proc. of the 28th International Conference on Conceptual Modeling (ER'07) - Tutorials, Posters, Panels and Industrial Contributions, Auckland, New Zealand, 5-9 November (2007). pp. 149-154. (bibtex).

  4. Bogorny, V.; Engel, P.; Alvares, L.O.: Enhancing the Process of Knowledge Discovery in Geographic Databases using Geo-Ontologies (Chapter IX). In: NIGRO, H. O., CISARO, S.G., XODO, D. (Ed.). Data Mining with Ontologies: Implementations, Findings, and Frameworks. Idea Group Inc. (2007). pp. 160-181. (bibtex).

  5. Salvatore Rinzivillo, Franco Turini, Vania Bogorny, Christine Koerner, Bart Kuijpers, Michael May: Knowledge Discovery from Geographical Data (Chapter 9). In: GIANNOTTI, F. and PEDRESCHI, D. (Ed.). Mobility, Data Mining, and Privacy: Geographic Knoweledge Discovery, Springer-Verlag, (2007) (in press)

  6. Bogorny, V.; Moelans, B.; Alvares, L.O.: Filtering frequent geographic patterns with qualitative spatial reasoning. In: Proc. of the IEEE ICDE International Workshop on Spatio-Temporal Data Mining (STDM'07). Istambul (2007). (bibtex).

  7. Bogorny, V.; Palma, A.; Kuijpers, B.; Alvares, L.O.: Spatial Data Mining: From Theory to Practice with Free Software. In: Proc. of WSL International Workshop on Free Software (WSL'07). Porto Alegre (2007). (bibtex).

  8. Alvares, L.O.; Bogorny, V.; Palma, A.; Kuijpers, B.; Moelans, B.; Macedo, J.A.F.: Towards Semantic Trajectory Knowledge Discovery. Technical Report, Hasselt University, Belgium, October (2007). (bibtex).
2006
  1. Bogorny, V. Enchancing spatial association rule mining in geographic databases. PhD Thesis, Instituto de Informatica da UFRGS, Brazil, October 2006).

  2. Bogorny, V.; Valiati, J.; Camargo, S.; Engel, P.; Kuijpers, B.; Alvares, L.O.: Mining Maximal Generalized Frequent Geographic Patterns with Knowledge Constraints. In: Proc. of the 6rd IEEE International Conference On Data Mining - (IEEE-ICDM'06),Hong Kong, December, pp.813-817). Talk (bibtex).

  3. Bogorny, V.; Camargo, S.; Engel, P.; Alvares, L.O.: Mining Frequent Geographic Patterns with Knowledge Constraints. In: Proc. of the ACM 14th International Symposium on Advances in Geographic Information Systems (ACM-GIS'06), Arlington, USA, November 10-11. (2006). pp.139-146. Talk (bibtex).

  4. Bogorny, V.; Camargo, S.; Engel, P.; Alvares, L.O.: Towards Elimination of Well Known Geographic Patterns in Spatial Association Rule Mining. In: Proc. of the 3rd IEEE International Conference On Intelligent Systems - (IEEE-IS'06), London, UK, September(2006). pp. 532-537. **Selected for a special post conference volume to be published by Springer Verlag in 2007**. Talk (bibtex).

  5. Bogorny, V.; Engel, P.; Alvares, L.O.: GeoARM: an Interoperable Framework to Improve Geographic Data Pre-processing and Spatial Association Rule Mining. In: Proc. of the 18th International Conference on Software Engineering and Knowledge Engineering (SEKE'06), San Francisco, USA, July (2006). pp.79-84. Talk (bibtex).

  6. Bogorny, V.; Palma, A.; Engel, P.; Alvares, L.O.: Weka-GDPM: Integrating Classical Data Mining Toolkit to Geographic Information Systems. In: SBBD Workshop on Data Mining Algorithms and Aplications(WAAMD'06), Florianopolis, Brazil, October 16-20, (2006). pp.9-16. Talk (bibtex).

  7. Bogorny, V.; Palma, A.; Alvares, L.O.: Extending the Weka Data Mining Toolkit to support Geographic Data Preprocessing. Instituto de Informatica - UFRGS, Porto Alegre, Technical Report – RP-354 (2006). pp.26.

2005
  1. Bogorny, V.; Engel, P.; Alvares, L.O.: A Reuse-Based Spatial Data Preparation Framework for Data Mining. In: Proc of the 17th International Conference on Software Engineering and Knowledge Engineering (SEKE'05). July, 2005. Taipei, Taiwan, Republic of China(2005). pp.649-652. Talk (bibtex).

  2. Bogorny, V.; Engel, P.; Alvares, L.O.: Towards the Reduction of Spatial Join for Knowledge Discovery in Geographic Databases using Geo-Ontologies and Spatial Integrity Constraints. In: Proc. of the ECML/PKDD Second Workshop on Knowledge Discovery and Ontologies (KDO'2005), Porto, Portugal (2005) pp.51-58. Talk

  3. Bogorny, V.; Engel, P.; Alvares, L.O.: Spatial Data Preparation for Knowledge Discovery . In: I IFIP ACADEMY ON THE STATE OF SOFTWARE THEORY AND PRACTICE - PhD COLLOQUIUM. Porto Alegre,Brazil (2005).

  4. Bogorny, V.; Alvares, L.O.: Geographic Data Representation for Knowledge Discovery. Technical Report. UFRGS. RP-349, Porto Alegre, Brazil, (2005) pp.32.

Before 2005
  1. Bogorny, V..; Nievinski, F.; Bigolin, N.. A Spatial Data Model for the Integration of Public Health Data. In: International Workshop on Free Sofware. Porto Alegre: SBC, 2003. v.IV. pp.119-122. (in Portuguese).

  2. Bigolin, N.; Bogorny, V.; Alvares, Luis Otávio. A Query Language for Data Mining in Object Oriented Spatial Databases. In: Clei XXIV - Conferência LatinoAmericana de Informática. La Paz: Universidad Mayor de San Andrés, 2003. (in Portuguese).

  3. Bogorny, V.. Algorithms and Tools for Knowledge Discovery in Geographic Databases. UFRGS, TI-III 1120, Research Report, 2003, pp.43 (In Portuguese).

  4. Bogorny, V.; at Al. Development of a GIS for Public Health with Free Software. In: International Workshop on Free Sofware. Porto Alegre: PUC, 2002. (in Portuguese).

  5. Bogorny, V..; Iochpe, Cirano. Extending the OGC Abstract Data Model to Support Topological Constraints. In: Brazilian Symposium on Databases. Rio de Janeiro: SBBD v.XVI, 2001. pp. 25-39 (In Portuguese).

  6. Bogorny, V..; Iochpe, Cirano. Incorporating Support to Spatial Constraints in the OGC Abstract Model. In: GISBrasil. Curitiba, 2001. (In Portuguese).