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ORCIDVania Bogorny
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- affiliation: Federal University of Santa Catarina, Brazil
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2020 – today
- 2024
[j32]Vanessa Lago Machado, Ronaldo dos Santos Mello, Vania Bogorny, Geomar André Schreiner:
A survey on the computation of representative trajectories. GeoInformatica 28(4): 605-630 (2024)- [c43]Tarlis Tortelli Portela
, Vanessa Lago Machado, Jônata Tyska Carvalho, Vania Bogorny, Anna Bernasconi, Chiara Renso:
UltraMovelets: Efficient Movelet Extraction for Multiple Aspect Trajectory Classification. DEXA (2) 2024: 79-94 - 2023
- [c42]Yuri Santos, Ricardo Giuliani, Vania Bogorny, Mateus Grellert, Jônata Tyska Carvalho:
MAT-Tree: A Tree-Based Method for Multiple Aspect Trajectory Clustering. BRACIS (1) 2023: 464-478 - 2022
- [j31]Tarlis Tortelli Portela, Jônata Tyska Carvalho, Vania Bogorny:
HiPerMovelets: high-performance movelet extraction for trajectory classification. Int. J. Geogr. Inf. Sci. 36(5): 1012-1036 (2022) - [j30]Salman Haidri, Yaksh J. Haranwala, Vania Bogorny, Chiara Renso, Vinicius Prado da Fonseca, Amílcar Soares:
PTRAIL - A python package for parallel trajectory data preprocessing. SoftwareX 19: 101176 (2022) - [j29]Ana Paula Ramos de Souza, Chiara Renso, Raffaele Perego, Vania Bogorny:
MAT-Index: An index for fast multiple aspect trajectory similarity measuring. Trans. GIS 26(2): 691-716 (2022) - [c41]Vanessa Lago Machado, Ronaldo dos Santos Mello, Vania Bogorny:
A Method for Summarizing Trajectories with Multiple Aspects. DEXA (1) 2022: 433-446 - [c40]Zaineb Chelly Dagdia, Vania Bogorny:
Towards a Granular Computing Framework for Multiple Aspect Trajectory Representation and Privacy Preservation: Research Challenges and Opportunities. FedCSIS (Communication Papers) 2022: 65-72 - [c39]Yuri Santos, Jônata Tyska Carvalho, Vania Bogorny:
SS-OCoClus: A contiguous order-aware method for semantic trajectory co-clustering. MDM 2022: 198-207 - [c38]Tarlis Tortelli Portela, Vania Bogorny, Anna Bernasconi, Chiara Renso:
AUTOMATISE: Multiple Aspect Trajectory Data Mining Tool Library. MDM 2022: 282-285 - [i12]Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes, Vania Bogorny:
TraClets: Harnessing the power of computer vision for trajectory classification. CoRR abs/2205.13880 (2022) - 2021
- [j28]Antonios Makris, Camila Leite da Silva, Vania Bogorny, Luis Otávio Alvares, José Antônio Fernandes de Macêdo, Konstantinos Tserpes:
Evaluating the effect of compressing algorithms for trajectory similarity and classification problems. GeoInformatica 25(4): 679-711 (2021) - [j27]Chiara Renso, Vania Bogorny, Konstantinos Tserpes, Stan Matwin, José Antônio Fernandes de Macêdo:
Multiple-aspect analysis of semantic trajectories(MASTER). Int. J. Geogr. Inf. Sci. 35(4): 763-766 (2021) - [c37]Yuri Santa Rosa Nassar dos Santos, Rafael de Santiago, Raffaele Perego, Matheus Henrique Schaly, Luis Otávio Alvares, Chiara Renso, Vania Bogorny:
A Co-occurrence Based Approach for Mining Overlapped Co-clusters in Binary Data. BRACIS (1) 2021: 375-389 - [c36]Tarlis Tortelli Portela, Camila Leite da Silva, Jônata Tyska Carvalho, Vania Bogorny:
Fast Movelet Extraction and Dimensionality Reduction for Robust Multiple Aspect Trajectory Classification. BRACIS (1) 2021: 468-483 - [c35]Ronaldo dos Santos Mello, Geomar André Schreiner, Cristian Alexandre Alchini, Gustavo Gonçalves dos Santos, Vania Bogorny, Chiara Renso:
Dependency Rule Modeling for Multiple Aspects Trajectories. ER 2021: 123-132 - [c34]Iraklis Varlamis, Christos Sardianos, Vania Bogorny, Luis Otávio Alvares, Jônata Tyska Carvalho, Chiara Renso, Raffaele Perego, John Violos:
A novel similarity measure for multiple aspect trajectory clustering. SAC 2021: 551-558 - [i11]Tarlis Tortelli Portela, Jônata Tyska Carvalho, Vania Bogorny:
Fast discovery of multidimensional subsequences for robust trajectory classification. CoRR abs/2102.04781 (2021) - [i10]Salman Haidri, Yaksh J. Haranwala, Vania Bogorny, Chiara Renso, Vinicius Prado da Fonseca, Amílcar Soares:
PTRAIL - A python package for parallel trajectory data preprocessing. CoRR abs/2108.13202 (2021) - [i9]Yuri Santos, Jônata Tyska Carvalho, Vania Bogorny:
Mining frequency-based sequential trajectory co-clusters. CoRR abs/2110.14110 (2021) - 2020
- [j26]Carlos Andres Ferrero, Lucas May Petry, Luis Otávio Alvares, Camila Leite da Silva, Willian Zalewski, Vania Bogorny:
MasterMovelets: discovering heterogeneous movelets for multiple aspect trajectory classification. Data Min. Knowl. Discov. 34(3): 652-680 (2020) - [j25]Lucas May Petry, Camila Leite da Silva, Andrea Esuli, Chiara Renso, Vania Bogorny:
MARC: a robust method for multiple-aspect trajectory classification via space, time, and semantic embeddings. Int. J. Geogr. Inf. Sci. 34(7): 1428-1450 (2020) - [c33]Mohammad Etemad, Zahra Etemad, Amílcar Soares Júnior, Vania Bogorny, Stan Matwin, Luís Torgo:
Wise Sliding Window Segmentation: A Classification-Aided Approach for Trajectory Segmentation. Canadian AI 2020: 208-219 - [c32]Lucas May Petry, Amílcar Soares Júnior, Vania Bogorny, Bruno Brandoli, Stan Matwin:
Challenges in Vessel Behavior and Anomaly Detection: From Classical Machine Learning to Deep Learning. Canadian AI 2020: 401-407 - [c31]Francisco Vicenzi, Lucas May Petry, Camila Leite da Silva, Luis Otávio Alvares, Vania Bogorny:
Exploring frequency-based approaches for efficient trajectory classification. SAC 2020: 624-631 - [c30]Ronaldo dos Santos Mello, Vania Bogorny, Luis Otávio Alvares, Luiz Henrique Zambom Santana, Carlos Andres Ferrero, Angelo Augusto Frozza, Geomar André Schreiner, Chiara Renso:
MASTER: A Multiple Aspects View on Trajectories. SEBD 2020: 136-143 - [i8]Mohammad Etemad, Zahra Etemad, Amílcar Soares Júnior, Vania Bogorny, Stan Matwin, Luís Torgo:
Wise Sliding Window Segmentation: A classification-aided approach for trajectory segmentation. CoRR abs/2003.10248 (2020) - [i7]Lucas May Petry, Amílcar Soares Júnior, Vania Bogorny, Bruno Brandoli, Stan Matwin:
Challenges in Vessel Behavior and Anomaly Detection: From Classical Machine Learning to Deep Learning. CoRR abs/2004.03722 (2020)
2010 – 2019
- 2019
- [j24]Andre L. Lehmann, Luis Otávio Alvares, Vania Bogorny:
SMSM: a similarity measure for trajectory stops and moves. Int. J. Geogr. Inf. Sci. 33(9): 1847-1872 (2019) - [j23]Ronaldo dos Santos Mello, Vania Bogorny, Luis Otávio Alvares, Luiz Henrique Zambom Santana, Carlos Andres Ferrero, Angelo Augusto Frozza, Geomar André Schreiner, Chiara Renso:
MASTER: A multiple aspect view on trajectories. Trans. GIS 23(4): 805-822 (2019) - [j22]Lucas May Petry, Carlos Andres Ferrero, Luis Otávio Alvares, Chiara Renso, Vania Bogorny:
Towards semantic-aware multiple-aspect trajectory similarity measuring. Trans. GIS 23(5): 960-975 (2019) - [c29]Camila Leite da Silva, Lucas May Petry, Vania Bogorny:
A Survey and Comparison of Trajectory Classification Methods. BRACIS 2019: 788-793 - [c28]Tarlis Tortelli Portela, Francisco Vicenzi, Vania Bogorny:
Trajectory Data Privacy: Research Challenges and Opportunities. GEOINFO 2019: 99-110 - [i6]Carlos Andres Ferrero, Lucas May Petry, Luis Otávio Alvares, Willian Zalewski, Vania Bogorny:
Discovering Heterogeneous Subsequences for Trajectory Classification. CoRR abs/1903.07722 (2019) - [i5]Lucas May Petry, Amílcar Soares Júnior, Vania Bogorny, Stan Matwin:
Unsupervised Behavior Change Detection in Multidimensional Data Streams for Maritime Traffic Monitoring. CoRR abs/1908.05103 (2019) - 2018
- [j21]Andre Salvaro Furtado, Laércio Lima Pilla, Vania Bogorny:
A branch and bound strategy for Fast Trajectory Similarity Measuring. Data Knowl. Eng. 115: 16-31 (2018) - [j20]Andre Salvaro Furtado, Luis Otávio Campos Alvares, Nikos Pelekis, Yannis Theodoridis, Vania Bogorny:
Unveiling movement uncertainty for robust trajectory similarity analysis. Int. J. Geogr. Inf. Sci. 32(1): 140-168 (2018) - [c27]Denis Evangelista Sanches, Luis Otávio Alvares, Vania Bogorny, Marcos R. Vieira, Daniel S. Kaster:
A Top-Down Algorithm with Free Distance Parameter for Mining Top-k Flock Patterns. AGILE Conf. 2018: 233-249 - [c26]Carlos Andres Ferrero, Luis Otávio Alvares, Willian Zalewski, Vania Bogorny:
MOVELETS: exploring relevant subtrajectories for robust trajectory classification. SAC 2018: 849-856 - [i4]Andrea Esuli, Lucas May Petry, Chiara Renso, Vania Bogorny:
Traj2User: exploiting embeddings for computing similarity of users mobile behavior. CoRR abs/1808.00554 (2018) - 2017
- [j19]Francisco Javier Moreno Arboleda, Vania Bogorny, Holver Patiño:
SMoT+NCS: Algorithm for Detecting Non-Continuous Stops. Comput. Informatics 36(2): 283-306 (2017) - [j18]Mateus Barragana, Luis Otávio Alvares, Vania Bogorny:
Unusual behavior detection and object ranking from movement trajectories in target regions. Int. J. Geogr. Inf. Sci. 31(2): 364-386 (2017) - [j17]Marco Aurelio Beber, Carlos Andres Ferrero, Renato Fileto, Vania Bogorny:
Individual and Group Activity Recognition in Moving Object Trajectories. J. Inf. Data Manag. 8(1): 50-66 (2017) - [j16]Serhan Cosar, Giuseppe Donatiello, Vania Bogorny, Carolina Gárate, Luis Otávio Alvares, François Brémond:
Toward Abnormal Trajectory and Event Detection in Video Surveillance. IEEE Trans. Circuits Syst. Video Technol. 27(3): 683-695 (2017) - 2016
- [j15]Francesco Lettich, Luis Otávio Alvares, Vania Bogorny, Salvatore Orlando, Alessandra Raffaetà, Claudio Silvestri:
Detecting avoidance behaviors between moving object trajectories. Data Knowl. Eng. 102: 22-41 (2016) - [j14]Andre Salvaro Furtado, Despina Kopanaki, Luis Otávio Alvares, Vania Bogorny:
Multidimensional Similarity Measuring for Semantic Trajectories. Trans. GIS 20(2): 280-298 (2016) - [c25]Carlos Andres Ferrero, Luis Otávio Alvares, Vania Bogorny:
Multiple aspect trajectory data analysis: research challenges and opportunities. GEOINFO 2016: 56-67 - [c24]Marco Aurelio Beber, Carlos Andres Ferrero, Renato Fileto, Vania Bogorny:
Towards activity recognition in moving object trajectories from Twitter data. GEOINFO 2016: 68-79 - 2015
- [j13]Renato Fileto, Vania Bogorny, Cleto May, Douglas Klein:
Semantic enrichment and analysis of movement data: probably it is just starting! ACM SIGSPATIAL Special 7(1): 11-18 (2015) - [c23]Areli Andreia dos Santos, Andre Salvaro Furtado, Luis Otávio Alvares, Nikos Pelekis, Vania Bogorny:
Inferring Relationships from Trajectory Data. GEOINFO 2015: 68-79 - [c22]Lucas Andre de Alencar, Luis Otávio Alvares, Chiara Renso, Alessandra Raffaetà, Vania Bogorny:
A Rule-based Method for Discovering Trajectory Profiles. SEKE 2015: 244-249 - 2014
- [j12]Francisco Javier Moreno Arboleda, Andrés Felipe Pineda, Renato Fileto, Vania Bogorny:
SMoT+: Extending the SMoT Algorithm for Discovering Stops in Nested Sites. Comput. Informatics 33(2): 327-342 (2014) - [j11]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. Trans. GIS 18(1): 66-88 (2014) - [c21]Eduardo M. Carboni, Vania Bogorny:
Inferring Drivers Behavior through Trajectory Analysis. IEEE Conf. on Intelligent Systems (1) 2014: 837-848 - [i3]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) - 2013
- [j10]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): 42:1-42:32 (2013) - [c20]Vitor Cunha Fontes, Lucas Andre de Alencar, Chiara Renso, Vania Bogorny:
Discovering Trajectory Outliers between Regions of Interest. GEOINFO 2013: 49-60 - [c19]Artur Ribeiro de Aquino, Luis Otávio Alvares, Chiara Renso, Vania Bogorny:
Towards Semantic Trajectory Outlier Detection. GEOINFO 2013: 115-126 - [c18]Fernando José Braz, Vania Bogorny:
Discovering Local and Global Co-Location Patterns in Trajectories with Different Properties. SBSI 2013: 686-697 - [c17]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 - [i2]Vitor Cunha Fontes, Vania Bogorny:
Discovering Semantic Spatial and Spatio-Temporal Outliers from Moving Object Trajectories. CoRR abs/1303.5132 (2013) - 2012
- [e2]Laércio Massaru Namikawa, Vania Bogorny:
XIII Brazilian Symposium on Geoinformatics, November 25-27 2012, Campos do Jordão, São Paulo, Brazil. MCT/INPE 2012 [contents] - 2011
- [j9]Luis Otávio Alvares, Alisson Moscato Loy, Chiara Renso, Vania Bogorny:
An algorithm to identify avoidance behavior in moving object trajectories. J. Braz. Comput. Soc. 17(3): 193-203 (2011) - [j8]Ronaldo dos Santos Mello, Renato Fileto, Carina F. Dorneles, Vania Bogorny:
Research on Complex Data Management and Analysis at UFSC. J. Inf. Data Manag. 2(2): 155-170 (2011) - [j7]Chiara Renso, Vania Bogorny, Hui Xiong:
Special issue on "context-aware data mining (CADM)". Knowl. Inf. Syst. 28(2): 249-250 (2011) - [j6]Anna Monreale, Roberto Trasarti, Dino Pedreschi, Chiara Renso, Vania Bogorny:
C-safety: a framework for the anonymization of semantic trajectories. Trans. Data Priv. 4(2): 73-101 (2011) - [j5]Vania Bogorny, Hercules Avancini, Bruno Cesar de Paula, Cassiano Rocha Kuplich, Luis Otávio Alvares:
Weka-STPM: a Software Architecture and Prototype for Semantic Trajectory Data Mining and Visualization. Trans. GIS 15(2): 227-248 (2011) - [j4]Fernando de Lucca Siqueira, Vania Bogorny:
Discovering Chasing Behavior in Moving Object Trajectories. Trans. GIS 15(5): 667-688 (2011) - 2010
- [j3]Vania Bogorny, João Francisco Valiati, Luis Otávio Alvares:
Semantic-based pruning of redundant and uninteresting frequent geographic patterns. GeoInformatica 14(2): 201-220 (2010) - [c16]Bruno Moreno, Valéria Cesário Times, Chiara Renso, Vania Bogorny:
Looking Inside the Stops of Trajectories of Moving Objects. GEOINFO 2010: 9-20 - [c15]Anna Monreale, Roberto Trasarti, Chiara Renso, Dino Pedreschi, Vania Bogorny:
Preserving privacy in semantic-rich trajectories of human mobility. SPRINGL 2010: 47-54 - [c14]Vania Bogorny, Carlos Alberto Heuser, Luis Otávio Alvares:
A Conceptual Data Model for Trajectory Data Mining. GIScience 2010: 1-15 - [c13]Vania Bogorny, Shashi Shekhar:
Spatial and Spatio-temporal Data Mining. ICDM 2010: 1217 - [c12]Jose Antonio M. R. Rocha, Valéria Cesário Times, Gabriel Oliveira, Luis Otávio Alvares, Vania Bogorny:
DB-SMoT: A direction-based spatio-temporal clustering method. IEEE Conf. of Intelligent Systems 2010: 114-119 - [e1]Vania Bogorny, Lúbia Vinhas:
XI Brazilian Symposium on Geoinformatics, November 28 to December 01, 2010, Campos do Jordão, São Paulo, Brazil. MCT/INPE 2010 [contents]
2000 – 2009
- 2009
- [j2]Vania Bogorny, Bart Kuijpers, Luis Otávio Alvares:
ST-DMQL: A Semantic Trajectory Data Mining Query Language. Int. J. Geogr. Inf. Sci. 23(10): 1245-1276 (2009) - [c11]Luis Otávio Alvares, Gabriel Oliveira, Carlos A. Heuser, Vania Bogorny:
A Framework for Trajectory Data Preprocessing for Data Mining. SEKE 2009: 698-702 - [p3]Vania Bogorny, Paulo Martins Engel, Luis Alavares:
Enhancing the Process of Knowledge Discovery in Geographic Databases Using Geo-Ontologies. Database Technologies: Concepts, Methodologies, Tools, and Applications 2009: 2405-2426 - 2008
- [j1]Vania Bogorny, Bart Kuijpers, Luis Otávio Alvares:
Reducing uninteresting spatial association rules in geographic databases using background knowledge: a summary of results. Int. J. Geogr. Inf. Sci. 22(4): 361-386 (2008) - [c10]Andrey Tietbohl Palma, Vania Bogorny, Bart Kuijpers, Luis Otávio Alvares:
A clustering-based approach for discovering interesting places in trajectories. SAC 2008: 863-868 - [c9]Vania Bogorny, Shashi Shekhar:
Spatial and Spatio-temporal Data Mining. SBBD 2008: 315 - [p2]Vania Bogorny, João Francisco Valiati, Sandro da Silva Camargo, Paulo Martins Engel, Luis Otávio Alvares:
Towards Elimination of Redundant and Well Known Patterns in Spatial Association Rule Mining. Intelligent Techniques and Tools for Novel System Architectures 2008: 343-360 - [p1]Salvatore Rinzivillo, Franco Turini, Vania Bogorny, Christine Körner, Bart Kuijpers, Michael May:
Knowledge Discovery from Geographical Data. Mobility, Data Mining and Privacy 2008: 243-265 - [i1]Vania Bogorny, Luis Otávio Alvares:
Semantic Trajectory Data Mining: a User Driven Approach. Geographic Privacy-Aware Knowledge Discovery and Delivery 2008 - 2007
- [c8]Luis Otávio Alvares, Vania Bogorny, José Antônio Fernandes de Macêdo, Bart Moelans, Stefano Spaccapietra:
Dynamic Modeling of Trajectory Patterns using Data Mining and Reverse Engineering. ER (Tutorials, Posters, Panels & Industrial Contributions) 2007: 149-154 - [c7]Luis Otávio Alvares, Vania Bogorny, Bart Kuijpers, José Antônio Fernandes de Macêdo, Bart Moelans, Alejandro A. Vaisman:
A model for enriching trajectories with semantic geographical information. GIS 2007: 22 - [c6]Vania Bogorny, Bart Moelans, Luis Otávio Alvares:
Filtering Frequent Spatial Patterns with Qualitative Spatial Reasoning. ICDE Workshops 2007: 527-535 - 2006
- [c5]Vania Bogorny, Sandro da Silva Camargo, Paulo Martins Engel, Luis Otávio Alvares:
Mining frequent geographic patterns with knowledge constraints. GIS 2006: 139-146 - [c4]Vania Bogorny, João Francisco Valiati, Sandro da Silva Camargo, Paulo Martins Engel, Bart Kuijpers, Luis Otávio Alvares:
Mining Maximal Generalized Frequent Geographic Patterns with Knowledge Constraints. ICDM 2006: 813-817 - [c3]Vania Bogorny, Paulo Martins Engel, Luis Otávio Alvares:
GEOARM: an Interoperable Framework to Improve Geographic Data Preprocessing and Spatial Association Rule Mining. SEKE 2006: 79-84 - 2005
- [c2]Vania Bogorny, Paulo Martins Engel, Luis Otávio Alvares:
A Reuse-based Spatial Data Preparation Framework for Data Mining. SEKE 2005: 649-652 - 2001
- [c1]Vania Bogorny, Cirano Iochpe:
Estendendo o Modelo de Relacionamentos do OpenGIS para Garantir Restrições Espaciais Topológicas. SBBD 2001: 25-39
Coauthor Index
Luis Otávio Alvares
aka: Luis Otávio Campos Alvares
aka: Luis Otávio Campos Alvares
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last updated on 2024-09-26 01:00 CEST by the dblp team
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