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Vania Bogorny's
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Publications (DBLP)

2019

1.    Ronaldo dos Santos Mello ; Vania Bogorny ; Luis Otavio Alvares ; Luiz H. Z. Santana ; Carlos Andres Ferrero; Angelo Augusto Frozza; Geomar Andre Schreiner; Chiara Renso: MASTER: A Multiple Aspect View on Trajectories. Transactions in GIS, 2019 (accepted for publication). NEW

 

 

2018

1.     Andre Salvaro Furtado; Laercio Pilla Lima; Vania Bogorny . A branch and bound strategy for Fast Trajectory Similarity Measuring. Data & Knowledge Engineering, v. 5, p. 1, 2018.

2.     Carlos Andres Ferrero; Luis Otavio Alvares; Willian Zalewski; Vania Bogorny. MOVELETS: Exploring Relevant Subtrajectories for Robust Trajectory Classification. In: ACMSAC, 2018. Proceedings of the 33 Symposium on Applied Computing, Pau, France, April 9-13, 2018.

3.     Denis E. Sanches; Luis Otavio Alvares; Vania Bogorny; M.R. Vieira; Daniel Kaster. A Top-Down Algorithm with Free Distance Parameter for Mining Top-k Flock Patterns. In: AGILE, 2018, Suécia. Procedings of the 21st International Conference on Geo-Information Science, 2018 (accepted for publication)

4.     Andre Salvaro Furtado, Luis Otávio Alvares, Nikos Pelekis, Yannis Theodoridis, International Journal of Geographical Information Science 32(1): 140-168 ()

 

 

2017

5.     Mateus Barragana; Luis Otavio Alvares ; Vania Bogorny. Unusual behavior detection and object ranking from movement trajectories in target regions. International Journal of Geographical Information Science, 31(2): 364-386 (2017).

6.     Serhan Cosar; Giuseppe Donatiello; Vania Bogorny; Carolina Garate; Luis Otavio Alvares; François Bremond. Towards Abnormal Trajectory and Event Detection in Video Surveillance. IEEE Transactions on Circuits and Systems for Video Technology, v. PP, p. 1-1, 2017

7.     Francisco Javier Moreno Arboleda.; Holver Patino; Vania Bogorny. SMOT+NCS: An algorithm for detecting non-continuous stops. Computing and Informatics, 2017

8.     Francisco Javier Moreno Arboleda; Santiago Roman Fernandez; Vania Bogorny. Towards Semantic Trajectory Similarity Measuring. Indian Journal of Science and Technology, v. 10, p. 1, 2017

9.     Marco Aurelio Beber; Ferrero, Carlos Andres Ferrero;  Renato Fileto;  Bogorny, Vania: Individual and Group Activity Recognition in Moving Object Trajectories. JIDM 8(1): 50-66 (2017)

 

 

2016

10.   Francesco Lettich; , Luis Otavio Alvares; Vania Bogorny; Salvatore Orlando; Alessandra Raffaeta; Claudio Silvestri. Detecting avoidance behaviors between moving object trajectories. Data & Knowledge Engineering, v. 102, p. 22-41, 2016

11.   Andre Salvaro Furtado; Despina Kopanaki; Luis Otavio Alvares; Vania Bogorny. Multidimensional Similarity Measuring for Semantic Trajectories. Transactions in GIS (Print), v. 20, p. 280-298, 2016.   software

12.   Marco Antonio Beber; Carlos Andres Ferrero; Renato Fileto; Vania Bogorny: Towards Activity Recognition in Moving Object Trajectories from Twitter Data. In: GEOINFO 2016, pages 68-79.

13.   Carlos Andres Ferrero; Luis Otavio Alvares; Vania Bogorny. Multiple Aspect Trajectory Data Analysis: Research Challenges and Opportunities. In GEOINFO 2016, pages: 56-67

 

 

2015

14.   Areli Santos; Andre Salvaro Furtado; Luis Otavio Alvares; Nikos Pelekis; Vania Bogorny. Inferring Relationships from Trajectory Data. In: GEOINFO, 2015, Campos do Jordao. Proceedings of the 16th Simposio Brasileiro de Geoinformatica, 2015. p. 68-79

15.   Lucas de Alencar; Luis Otavio Alvares; Chiara Renso; Alessandra Raffaeta; Vania Bogorny. A Rule-based Method for Discovering Trajectory Profiles. In: International Conference on Software Engineering and Knowledge Engineering, 2015, Saint Pitesburg. Proceedings of the International Conference on Software Engineering and Knowledge Engineering. EUA: SEKE, 2015. p. 1-6.

16.   Renato Fileto; Vania Bogorny; Cleto May; Douglas Klein. Semantic enrichment and analysis of movement data. SIGSPATIAL Special, v. 7, p. 11-18, 2015 

 

2014

17.   Vania Bogorny, Chiara Renso, Artur Ribeiro de Aquino, Fernando de Lucca Siqueira, Luis Otávio Alvares: CONSTAnT - A Conceptual Data Model for Semantic Trajectories of Moving Objects. T. GIS 18(1): 66-88 (2014)

18.   Francisco Javier Moreno Arboleda, Andrés Felipe Pineda, Renato Fileto, Vania Bogorny: SMoT+: Extending the SMoT Algorithm for Discovering Stops in Nested Sites. Computing and Informatics 33(2): 327-342 (2014)

19.   François Brémond, Vania Bogorny, Jose Luis Patino, Serhan Cosar, Guido Pusiol, Giuseppe Donatiello: Monitoring People's Behaviour using Video Analysis and Trajectory Clustering. ERCIM News 2014(98) (2014)

20.   Eduardo Machado Carboni, Vania Bogorny . Inferring Drivers Behavior through Trajectory Analysis. In: IEEE International Conference on Intelligent Systems (IEEE IS), 2014, Warsaw. Advances in Intelligent Systems and Computing.p. 837-848.

 

2013

21.   Christine Parent, Stefano Spaccapietra, Chiara Renso, Gennady L. Andrienko, Natalia V. Andrienko, Vania Bogorny, Maria Luisa Damiani, Aris Gkoulalas-Divanis, José Antônio Fernandes de Macêdo, Nikos Pelekis, Yannis Theodoridis, Zhixian Yan: Semantic trajectories modeling and analysis. ACM Comput. Surv. 45(4): 42 (2013)

22.   Vitor Cunha Fontes, Lucas Andre de Alencar, Chiara Renso, Vania Bogorny: Discovering Trajectory Outliers between Regions of Interest. GeoInfo 2013: 49-60

23.   Artur Ribeiro de Aquino, Luis Otávio Alvares, Chiara Renso, Vania Bogorny: Towards Semantic Trajectory Outlier Detection. GeoInfo 2013: 115-126

24.   Salvatore Rinzivillo, Fernando de Lucca Siqueira, Lorenzo Gabrielli, Chiara Renso, Vania Bogorny: Where Have You Been Today? Annotating Trajectories with DayTag. SSTD 2013: 467-471

 

2012

 

livro.jpg

25.   Introdução a Trajetórias de Objetos Móveis: conceitos, armazenamento e análise de dados.  Vania Bogorny e Fernando Jose Braz (Eds.). Editora Univille. 2012, 116 paginas.

 

 

2011

26.   Siqueira, F.L.; Bogorny, V. Discovering Chasing Behavior Patterns in Moving Object Trajectories. In: Transactions in GIS, 2011.

27.   Alvares,L.O.;Loy, A. M.;Renso,C.;Bogorny,V. An Algorithm to Identify Avoidance Behavior in Moving Object Trajectories. In: JSBC, 2011.

28.   Monreale, A.;Trasarti,R.; Pedreschi,D.; Renso, C.; Bogorny, V. C-safety: a Framework for the Anonymization of Semantic Trajectories. In: Transactions on Data Privacy.

29.   Bogorny, V.; Avancini,H.; de Paula,B.C.; Kuplich,C.R.; Alvares,L.O. Weka-STPM: a Software Architecture and Prototype for Semantic Trajectory Data Mining and Visualization. In: Transactions in GIS. pp.227 – 248, vol 15.



2010

30.   Vania Bogorny and Shashi Shekhar, Spatial and Spatio-temporal Data Mining,  Tutorial presented at ICDM 2010 (Sydney, Australia).

31.   Bogorny, V.; Heuser, C.A; Alvares, L.O. A conceptual data model for trajectory data mining. Sixth International Conference on Geographic Information Science (GIScience 2010), 2010, Springer Verlag, pp1-15. (BIBTEX) (TALK)

32.   Manso, J. A; Times, V. C.; Oliveira, G.; Alvares, L.O.; Bogorny, V. DB-SMoT: a Direction-based spatio-temporal clustering method. Fifth IEEE International Conference on Intelligent Systems (IEEE IS 2010), 2010, (BIBTEX)

33.   Bogorny, V.; Valiati, J.F.; Alvares, L.O. Semantic-based pruning of redundant and uninteresting frequent geographic patterns. In: Geoinformatica. Springer, pp.201-220, vol 14(2). (BIBTEX).

34.   Alvares, Luis O. ; PALMA, Andrey ; Oliveira, G. ; BOGORNY, V. Weka-STPM: from trajectory samples to semantic trajectories. In: Workshop de Sofware Livre, 2010, Porto Alegre. WSL, 2010.

35.   Anna Monreale, Roberto Trasarti, Chiara Renso, Dino Pedreschi, Vania Bogorny. Preserving Privacy in Semantic-Rich Trajectories of Human Mobility, SPRINGL (3rd ACM SIGSPATIAL International Workshop on Security and Privacy in GIS and LBS), 2010.

36.   Bruno Neiva Moreno, Valeria Cesario Times, Chiara Renso, Vania Bogorny. Looking Inside the Stops of Trajectories of Moving Objects, GEOINFO 2010.

37.   Alisson Moscato Loy, Vania Bogorny, Chiara Renso, Luis Otavio Alvares. Um algoritmo para identificar padrões comportamentais do tipo avoidance em trajetórias de objetos móveis,  GEOINFO 2010.  

 

2009

38.   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 . pp.1245 – 1276, vol 23 (10) (BIBTEX).

39.   Alvares, L.O, Oliveira, G., Heuser, C.A., Bogorny, V. A framework for Trajectory Data Preprocessing for Data Mining. In: SEKE (21st International Symposium on Software Engineering and Knowledge Engineering. Pp. 698-702. (BIBTEX).

40.   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).

41.   Medeiros, I., Bogorny, V., Álvares, L.O. Descoberta de Posições Táticas em Ambientes Virtuais com a Utilização de Agrupamentos Espaço-Temporais (Ivan Medeiros Monteiro, Vania Bogorny   and Luis Otavio Alvares), Proc. of the VII Brazilian Symposium on Games and Digital Entertainment, 2009. p. 45-48. (in Portuguese)



2008

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

43.   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.

44.   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.

45.   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.

46.   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

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

 

48.   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), pp. 162-169.

49.   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.

50.   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.

51.   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).

52.   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).

53.   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).

54.   Alvares,L.O.; Bogorny, V.; Palma, A.; Kuijpers, B.; Moelans, B.; Macedo,J.A.F. Towards Semantic Trajectory Knowledge Discovery. In: Technical Report, Hasselt University, Belgium, October (2007).

2006

55.   Bogorny,V. Enchancing spatial association rule mining in geographic databases. PhD Thesis, Instituto de Informatica da UFRGS, Brazil, October 2006.

56.   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).

57.   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.

58.   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**.

59.   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.

60.   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.

61.   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

62.   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.

63.   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.

64.   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).

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

Before 2005

66.   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).

67.   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).

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

69.   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).

70.   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).

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