Vania Bogorny

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 50

Top Topics

Moving Object Trajectories

Granular Computing

Top Venues

Int. J. Geogr. Inf. Sci.

Publications

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)
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)
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 (2022)
Vanessa Lago Machado, Ronaldo dos Santos Mello, Vania Bogorny
A Method for Summarizing Trajectories with Multiple Aspects. DEXA (1) (2022)
Tarlis Tortelli Portela, Jônata Tyska Carvalho, Vania Bogorny
HiPerMovelets: high-performance movelet extraction for trajectory classification. Int. J. Geogr. Inf. Sci. 36 (5) (2022)
Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes, Vania Bogorny
TraClets: Harnessing the power of computer vision for trajectory classification. CoRR (2022)
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)
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) (2022)
Tarlis Tortelli Portela, Vania Bogorny, Anna Bernasconi, Chiara Renso
AUTOMATISE: Multiple Aspect Trajectory Data Mining Tool Library. MDM (2022)
Yuri Santos, Jônata Tyska Carvalho, Vania Bogorny
SS-OCoClus: A contiguous order-aware method for semantic trajectory co-clustering. MDM (2022)
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 (2021)
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) (2021)
Ronaldo dos Santos Mello, Geomar Andre Schreiner, Cristian Alexandre Alchini, Gustavo Gonçalves dos Santos, Vania Bogorny, Chiara Renso
Dependency Rule Modeling for Multiple Aspects Trajectories. ER (2021)
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)
Yuri Santos, Jônata Tyska Carvalho, Vania Bogorny
Mining frequency-based sequential trajectory co-clusters. CoRR (2021)
Tarlis Tortelli Portela, Jônata Tyska Carvalho, Vania Bogorny
Fast discovery of multidimensional subsequences for robust trajectory classification. CoRR (2021)
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) (2021)
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)
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)
Ronaldo dos Santos Mello, Vania Bogorny, Luis Otávio Alvares, Luiz Henrique Zambom Santana, Carlos Andres Ferrero, Angelo Augusto Frozza, Geomar Andre Schreiner, Chiara Renso
MASTER: A Multiple Aspects View on Trajectories. SEBD (2020)
Francisco Vicenzi, Lucas May Petry, Camila Leite da Silva, Luis Otávio Alvares, Vania Bogorny
Exploring frequency-based approaches for efficient trajectory classification. SAC (2020)
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 (2020)
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) (2020)
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 Conference on AI (2020)
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 (2020)
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) (2020)
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 Conference on AI (2020)
Tarlis Tortelli Portela, Francisco Vicenzi, Vania Bogorny
Trajectory Data Privacy: Research Challenges and Opportunities. GEOINFO (2019)
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) (2019)
Andre L. Lehmann, Luis Otávio Alvares, Vania Bogorny
SMSM: a similarity measure for trajectory stops and moves. Int. J. Geogr. Inf. Sci. 33 (9) (2019)
Lucas May Petry, Amílcar Soares Júnior, Vania Bogorny, Stan Matwin
Unsupervised Behavior Change Detection in Multidimensional Data Streams for Maritime Traffic Monitoring. CoRR (2019)
Ronaldo dos Santos Mello, Vania Bogorny, Luis Otávio Alvares, Luiz Henrique Zambom Santana, Carlos Andres Ferrero, Angelo Augusto Frozza, Geomar Andre Schreiner, Chiara Renso
MASTER: A multiple aspect view on trajectories. Trans. GIS 23 (4) (2019)
Carlos Andres Ferrero, Lucas May Petry, Luis Otávio Alvares, Willian Zalewski, Vania Bogorny
Discovering Heterogeneous Subsequences for Trajectory Classification. CoRR (2019)
Camila Leite da Silva, Lucas May Petry, Vania Bogorny
A Survey and Comparison of Trajectory Classification Methods. BRACIS (2019)
Carlos Andres Ferrero, Luis Otávio Alvares, Willian Zalewski, Vania Bogorny
MOVELETS: exploring relevant subtrajectories for robust trajectory classification. SAC (2018)
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)
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) (2018)
Andrea Esuli, Lucas May Petry, Chiara Renso, Vania Bogorny
Traj2User: exploiting embeddings for computing similarity of users mobile behavior. CoRR (2018)
Andre Salvaro Furtado, Laércio Lima Pilla, Vania Bogorny
A branch and bound strategy for Fast Trajectory Similarity Measuring. Data Knowl. Eng. 115 (2018)
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) (2017)
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) (2017)
Francisco Javier Moreno Arboleda, Vania Bogorny, Holver Patiño
SMoT+NCS: Algorithm for Detecting Non-Continuous Stops. Comput. Informatics 36 (2) (2017)
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) (2017)
Carlos Andres Ferrero, Luis Otávio Alvares, Vania Bogorny
Multiple aspect trajectory data analysis: research challenges and opportunities. GeoInfo (2016)
Andre Salvaro Furtado, Despina Kopanaki, Luis Otávio Alvares, Vania Bogorny
Multidimensional Similarity Measuring for Semantic Trajectories. Trans. GIS 20 (2) (2016)
Francesco Lettich, Luis Otávio Alvares, Vania Bogorny, Salvatore Orlando, Alessandra Raffaetà, Claudio Silvestri
Detecting avoidance behaviors between moving object trajectories. Data Knowl. Eng. 102 (2016)
Marco Aurelio Beber, Carlos Andres Ferrero, Renato Fileto, Vania Bogorny
Towards activity recognition in moving object trajectories from Twitter data. GeoInfo (2016)
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) (2015)
Areli Andreia dos Santos, Andre Salvaro Furtado, Luis Otávio Alvares, Nikos Pelekis, Vania Bogorny
Inferring Relationships from Trajectory Data. GeoInfo (2015)
Lucas Andre de Alencar, Luis Otávio Alvares, Chiara Renso, Alessandra Raffaetà, Vania Bogorny
A Rule-based Method for Discovering Trajectory Profiles. SEKE (2015)
Eduardo M. Carboni, Vania Bogorny
Inferring Drivers Behavior through Trajectory Analysis. IEEE Conf. on Intelligent Systems (1) (2014)
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) (2014)
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) (2014)
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)
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) (2013)
Fernando José Braz, Vania Bogorny
Discovering Local and Global Co-Location Patterns in Trajectories with Different Properties. SBSI (2013)
Salvatore Rinzivillo, Fernando de Lucca Siqueira, Lorenzo Gabrielli, Chiara Renso, Vania Bogorny
Where Have You Been Today? Annotating Trajectories with DayTag. SSTD (2013)
Artur Ribeiro de Aquino, Luis Otávio Alvares, Chiara Renso, Vania Bogorny
Towards Semantic Trajectory Outlier Detection. GeoInfo (2013)
Vitor Cunha Fontes, Lucas Andre de Alencar, Chiara Renso, Vania Bogorny
Discovering Trajectory Outliers between Regions of Interest. GeoInfo (2013)
Vitor Cunha Fontes, Vania Bogorny
Discovering Semantic Spatial and Spatio-Temporal Outliers from Moving Object Trajectories CoRR (2013)
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) (2011)
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) (2011)
Chiara Renso, Vania Bogorny, Hui Xiong
Special issue on "context-aware data mining (CADM)". Knowl. Inf. Syst. 28 (2) (2011)
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) (2011)
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) (2011)
Fernando de Lucca Siqueira, Vania Bogorny
Discovering Chasing Behavior in Moving Object Trajectories. Trans. GIS 15 (5) (2011)
Anna Monreale, Roberto Trasarti, Chiara Renso, Dino Pedreschi, Vania Bogorny
Preserving privacy in semantic-rich trajectories of human mobility. SPRINGL (2010)
Vania Bogorny, Shashi Shekhar
Spatial and Spatio-temporal Data Mining. ICDM (2010)
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)
Vania Bogorny, João Francisco Valiati, Luis Otávio Alvares
Semantic-based pruning of redundant and uninteresting frequent geographic patterns. GeoInformatica 14 (2) (2010)
Bruno Moreno, Valéria Cesário Times, Chiara Renso, Vania Bogorny
Looking Inside the Stops of Trajectories of Moving Objects. GeoInfo (2010)
Vania Bogorny, Carlos Alberto Heuser, Luis Otávio Alvares
A Conceptual Data Model for Trajectory Data Mining. GIScience (2010)
Luis Otávio Alvares, Gabriel Oliveira, Carlos A. Heuser, Vania Bogorny
A Framework for Trajectory Data Preprocessing for Data Mining. SEKE (2009)
Vania Bogorny, Bart Kuijpers, Luis Otávio Alvares
ST-DMQL: A Semantic Trajectory Data Mining Query Language. Int. J. Geogr. Inf. Sci. 23 (10) (2009)
Andrey Tietbohl Palma, Vania Bogorny, Bart Kuijpers, Luis Otávio Alvares
A clustering-based approach for discovering interesting places in trajectories. SAC (2008)
Vania Bogorny, Luis Otávio Alvares
Semantic Trajectory Data Mining: a User Driven Approach. Geographic Privacy-Aware Knowledge Discovery and Delivery (2008)
Vania Bogorny, Shashi Shekhar
Spatial and Spatio-temporal Data Mining. SBBD (2008)
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) (2008)
Vania Bogorny, Bart Moelans, Luis Otávio Alvares
Filtering Frequent Spatial Patterns with Qualitative Spatial Reasoning. ICDE Workshops (2007)
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)
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)
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)
Vania Bogorny, Paulo Martins Engel, Luis Otávio Alvares
GEOARM: an Interoperable Framework to Improve Geographic Data Preprocessing and Spatial Association Rule Mining. SEKE (2006)
Vania Bogorny, Sandro da Silva Camargo, Paulo Martins Engel, Luis Otávio Alvares
Mining frequent geographic patterns with knowledge constraints. GIS (2006)
Vania Bogorny, Paulo Martins Engel, Luis Otávio Alvares
A Reuse-based Spatial Data Preparation Framework for Data Mining. SEKE (2005)
Vania Bogorny, Cirano Iochpe
Estendendo o Modelo de Relacionamentos do OpenGIS para Garantir Restrições Espaciais Topológicas. SBBD (2001)