Vania Bogorny

According to our database, Vania Bogorny authored at least 84 papers between 2001 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

MAT-Tree: A Tree-Based Method for Multiple Aspect Trajectory Clustering.

Yuri Santos, Ricardo Giuliani, Vania Bogorny, Mateus Grellert, Jônata Tyska Carvalho

Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

2022

MAT-Index: An index for fast multiple aspect trajectory similarity measuring.

Ana Paula Ramos de Souza, Chiara Renso, Raffaele Perego, Vania Bogorny

Trans. GIS, 2022

PTRAIL - A python package for parallel trajectory data preprocessing.

Salman Haidri, Yaksh J. Haranwala, Vania Bogorny, Chiara Renso, Vinicius Prado da Fonseca, Amílcar Soares

SoftwareX, 2022

HiPerMovelets: high-performance movelet extraction for trajectory classification.

Tarlis Tortelli Portela, Jônata Tyska Carvalho, Vania Bogorny

Int. J. Geogr. Inf. Sci., 2022

TraClets: Harnessing the power of computer vision for trajectory classification.

Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes, Vania Bogorny

CoRR, 2022

SS-OCoClus: A contiguous order-aware method for semantic trajectory co-clustering.

Yuri Santos, Jônata Tyska Carvalho, Vania Bogorny

Proceedings of the 23rd IEEE International Conference on Mobile Data Management, 2022

AUTOMATISE: Multiple Aspect Trajectory Data Mining Tool Library.

Tarlis Tortelli Portela, Vania Bogorny, Anna Bernasconi, Chiara Renso

Proceedings of the 23rd IEEE International Conference on Mobile Data Management, 2022

Towards a Granular Computing Framework for Multiple Aspect Trajectory Representation and Privacy Preservation: Research Challenges and Opportunities.

Zaineb Chelly Dagdia, Vania Bogorny

Proceedings of the Communication Papers of the 17th Conference on Computer Science and Intelligence Systems, 2022

A Method for Summarizing Trajectories with Multiple Aspects.

Vanessa Lago Machado, Ronaldo dos Santos Mello, Vania Bogorny

Proceedings of the Database and Expert Systems Applications, 2022

2021

Multiple-aspect analysis of semantic trajectories(MASTER).

Chiara Renso, Vania Bogorny, Konstantinos Tserpes, Stan Matwin, José Antônio Fernandes de Macêdo

Int. J. Geogr. Inf. Sci., 2021

Evaluating the effect of compressing algorithms for trajectory similarity and classification problems.

Antonios Makris, Camila Leite da Silva, Vania Bogorny, Luis Otávio Alvares, José Antônio Fernandes de Macêdo, Konstantinos Tserpes

GeoInformatica, 2021

Mining frequency-based sequential trajectory co-clusters.

Yuri Santos, Jônata Tyska Carvalho, Vania Bogorny

CoRR, 2021

Fast discovery of multidimensional subsequences for robust trajectory classification.

Tarlis Tortelli Portela, Jônata Tyska Carvalho, Vania Bogorny

CoRR, 2021

A novel similarity measure for multiple aspect trajectory clustering.

Iraklis Varlamis, Christos Sardianos, Vania Bogorny, Luis Otávio Alvares, Jônata Tyska Carvalho, Chiara Renso, Raffaele Perego, John Violos

Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

Dependency Rule Modeling for Multiple Aspects Trajectories.

Ronaldo dos Santos Mello, Geomar André Schreiner, Cristian Alexandre Alchini, Gustavo Gonçalves dos Santos, Vania Bogorny, Chiara Renso

Proceedings of the Conceptual Modeling - 40th International Conference, 2021

A Co-occurrence Based Approach for Mining Overlapped Co-clusters in Binary Data.

Yuri Santa Rosa Nassar dos Santos, Rafael de Santiago, Raffaele Perego, Matheus Henrique Schaly, Luis Otávio Alvares, Chiara Renso, Vania Bogorny

Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

Fast Movelet Extraction and Dimensionality Reduction for Robust Multiple Aspect Trajectory Classification.

Tarlis Tortelli Portela, Camila Leite da Silva, Jônata Tyska Carvalho, Vania Bogorny

Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

2020

MARC: a robust method for multiple-aspect trajectory classification via space, time, and semantic embeddings.

Lucas May Petry, Camila Leite da Silva, Andrea Esuli, Chiara Renso, Vania Bogorny

Int. J. Geogr. Inf. Sci., 2020

MasterMovelets: discovering heterogeneous movelets for multiple aspect trajectory classification.

Carlos Andres Ferrero, Lucas May Petry, Luis Otávio Alvares, Camila Leite da Silva, Willian Zalewski, Vania Bogorny

Data Min. Knowl. Discov., 2020

MASTER: A Multiple Aspects View on Trajectories.

Ronaldo dos Santos Mello, Vania Bogorny, Luis Otávio Alvares, Luiz Henrique Zambom Santana, Carlos Andres Ferrero, Angelo Augusto Frozza, Geomar André Schreiner, Chiara Renso

Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020

Exploring frequency-based approaches for efficient trajectory classification.

Francisco Vicenzi, Lucas May Petry, Camila Leite da Silva, Luis Otávio Alvares, Vania Bogorny

Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

Challenges in Vessel Behavior and Anomaly Detection: From Classical Machine Learning to Deep Learning.

Lucas May Petry, Amílcar Soares Júnior, Vania Bogorny, Bruno Brandoli, Stan Matwin

Proceedings of the Advances in Artificial Intelligence, 2020

Wise Sliding Window Segmentation: A Classification-Aided Approach for Trajectory Segmentation.

Mohammad Etemad, Zahra Etemad, Amílcar Soares Júnior, Vania Bogorny, Stan Matwin, Luís Torgo

Proceedings of the Advances in Artificial Intelligence, 2020

2019

Towards semantic-aware multiple-aspect trajectory similarity measuring.

Lucas May Petry, Carlos Andres Ferrero, Luis Otávio Alvares, Chiara Renso, Vania Bogorny

Trans. GIS, 2019

MASTER: A multiple aspect view on trajectories.

Ronaldo dos Santos Mello, Vania Bogorny, Luis Otávio Alvares, Luiz Henrique Zambom Santana, Carlos Andres Ferrero, Angelo Augusto Frozza, Geomar André Schreiner, Chiara Renso

Trans. GIS, 2019

SMSM: a similarity measure for trajectory stops and moves.

Andre L. Lehmann, Luis Otávio Alvares, Vania Bogorny

Int. J. Geogr. Inf. Sci., 2019

Unsupervised Behavior Change Detection in Multidimensional Data Streams for Maritime Traffic Monitoring.

Lucas May Petry, Amílcar Soares Júnior, Vania Bogorny, Stan Matwin

CoRR, 2019

Discovering Heterogeneous Subsequences for Trajectory Classification.

Carlos Andres Ferrero, Lucas May Petry, Luis Otávio Alvares, Willian Zalewski, Vania Bogorny

CoRR, 2019

Trajectory Data Privacy: Research Challenges and Opportunities.

Tarlis Tortelli Portela, Francisco Vicenzi, Vania Bogorny

Proceedings of the XX Brazilian Symposium on Geoinformatics, 2019

A Survey and Comparison of Trajectory Classification Methods.

Camila Leite da Silva, Lucas May Petry, Vania Bogorny

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

Unveiling movement uncertainty for robust trajectory similarity analysis.

Andre Salvaro Furtado, Luis Otávio Campos Alvares, Nikos Pelekis, Yannis Theodoridis, Vania Bogorny

Int. J. Geogr. Inf. Sci., 2018

A branch and bound strategy for Fast Trajectory Similarity Measuring.

Andre Salvaro Furtado, Laércio Lima Pilla, Vania Bogorny

Data Knowl. Eng., 2018

Traj2User: exploiting embeddings for computing similarity of users mobile behavior.

Andrea Esuli, Lucas May Petry, Chiara Renso, Vania Bogorny

CoRR, 2018

MOVELETS: exploring relevant subtrajectories for robust trajectory classification.

Carlos Andres Ferrero, Luis Otávio Alvares, Willian Zalewski, Vania Bogorny

Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

A Top-Down Algorithm with Free Distance Parameter for Mining Top-k Flock Patterns.

Denis Evangelista Sanches, Luis Otávio Alvares, Vania Bogorny, Marcos R. Vieira, Daniel S. Kaster

Proceedings of the Geospatial Technologies for All, 2018

2017

Toward Abnormal Trajectory and Event Detection in Video Surveillance.

Serhan Cosar, Giuseppe Donatiello, Vania Bogorny, Carolina Gárate, Luis Otávio Alvares, François Brémond

IEEE Trans. Circuits Syst. Video Technol., 2017

Individual and Group Activity Recognition in Moving Object Trajectories.

Marco Aurelio Beber, Carlos Andres Ferrero, Renato Fileto, Vania Bogorny

J. Inf. Data Manag., 2017

Unusual behavior detection and object ranking from movement trajectories in target regions.

Mateus Barragana, Luis Otávio Alvares, Vania Bogorny

Int. J. Geogr. Inf. Sci., 2017

SMoT+NCS: Algorithm for Detecting Non-Continuous Stops.

Francisco Javier Moreno Arboleda, Vania Bogorny, Holver Patiño

Comput. Informatics, 2017

2016

Multidimensional Similarity Measuring for Semantic Trajectories.

Andre Salvaro Furtado, Despina Kopanaki, Luis Otávio Alvares, Vania Bogorny

Trans. GIS, 2016

Detecting avoidance behaviors between moving object trajectories.

Francesco Lettich, Luis Otávio Alvares, Vania Bogorny, Salvatore Orlando, Alessandra Raffaetà, Claudio Silvestri

Data Knowl. Eng., 2016

Multiple aspect trajectory data analysis: research challenges and opportunities.

Carlos Andres Ferrero, Luis Otávio Alvares, Vania Bogorny

Proceedings of the XVII Brazilian Symposium on Geoinformatics, 2016

Towards activity recognition in moving object trajectories from Twitter data.

Marco Aurelio Beber, Carlos Andres Ferrero, Renato Fileto, Vania Bogorny

Proceedings of the XVII Brazilian Symposium on Geoinformatics, 2016

2015

Semantic enrichment and analysis of movement data: probably it is just starting!

Renato Fileto, Vania Bogorny, Cleto May, Douglas Klein

ACM SIGSPATIAL Special, 2015

A Rule-based Method for Discovering Trajectory Profiles.

Lucas Andre de Alencar, Luis Otávio Alvares, Chiara Renso, Alessandra Raffaetà, Vania Bogorny

Proceedings of the 27th International Conference on Software Engineering and Knowledge Engineering, 2015

Inferring Relationships from Trajectory Data.

Areli Andreia dos Santos, Andre Salvaro Furtado, Luis Otávio Alvares, Nikos Pelekis, Vania Bogorny

Proceedings of the XVI Brazilian Symposium on GeoInformatics, Campos do Jordão, São Paulo, Brazil, November 29, 2015

2014

CONSTAnT - A Conceptual Data Model for Semantic Trajectories of Moving Objects.

Vania Bogorny, Chiara Renso, Artur Ribeiro de Aquino, Fernando de Lucca Siqueira, Luis Otávio Alvares

Trans. GIS, 2014

Monitoring People's Behaviour using Video Analysis and Trajectory Clustering.

François Brémond, Vania Bogorny, Jose Luis Patino, Serhan Cosar, Guido Pusiol, Giuseppe Donatiello

ERCIM News, 2014

SMoT+: Extending the SMoT Algorithm for Discovering Stops in Nested Sites.

Francisco Javier Moreno Arboleda, Andrés Felipe Pineda, Renato Fileto, Vania Bogorny

Comput. Informatics, 2014

Inferring Drivers Behavior through Trajectory Analysis.

Eduardo M. Carboni, Vania Bogorny

Proceedings of the Intelligent Systems'2014, 2014

2013

Semantic trajectories modeling and analysis.

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

ACM Comput. Surv., 2013

Discovering Semantic Spatial and Spatio-Temporal Outliers from Moving Object Trajectories

Vitor Cunha Fontes, Vania Bogorny

CoRR, 2013

Where Have You Been Today? Annotating Trajectories with DayTag.

Salvatore Rinzivillo, Fernando de Lucca Siqueira, Lorenzo Gabrielli, Chiara Renso, Vania Bogorny

Proceedings of the Advances in Spatial and Temporal Databases, 2013

Discovering Local and Global Co-Location Patterns in Trajectories with Different Properties.

Fernando José Braz, Vania Bogorny

Proceedings of the 9th Brazilian Symposium on Information Systems, 2013

Discovering Trajectory Outliers between Regions of Interest.

Vitor Cunha Fontes, Lucas Andre de Alencar, Chiara Renso, Vania Bogorny

Proceedings of the XIV Brazilian Symposium on Geoinformatics, 2013

Towards Semantic Trajectory Outlier Detection.

Artur Ribeiro de Aquino, Luis Otávio Alvares, Chiara Renso, Vania Bogorny

Proceedings of the XIV Brazilian Symposium on Geoinformatics, 2013

2011

Discovering Chasing Behavior in Moving Object Trajectories.

Fernando de Lucca Siqueira, Vania Bogorny

Trans. GIS, 2011

Weka-STPM: a Software Architecture and Prototype for Semantic Trajectory Data Mining and Visualization.

Vania Bogorny, Hercules Avancini, Bruno Cesar de Paula, Cassiano Rocha Kuplich, Luis Otávio Alvares

Trans. GIS, 2011

C-safety: a framework for the anonymization of semantic trajectories.

Anna Monreale, Roberto Trasarti, Dino Pedreschi, Chiara Renso, Vania Bogorny

Trans. Data Priv., 2011

Special issue on "context-aware data mining (CADM)".

Chiara Renso, Vania Bogorny, Hui Xiong

Knowl. Inf. Syst., 2011

Research on Complex Data Management and Analysis at UFSC.

Ronaldo dos Santos Mello, Renato Fileto, Carina F. Dorneles, Vania Bogorny

J. Inf. Data Manag., 2011

An algorithm to identify avoidance behavior in moving object trajectories.

Luis Otávio Alvares, Alisson Moscato Loy, Chiara Renso, Vania Bogorny

J. Braz. Comput. Soc., 2011

2010

Semantic-based pruning of redundant and uninteresting frequent geographic patterns.

Vania Bogorny, João Francisco Valiati, Luis Otávio Alvares

GeoInformatica, 2010

DB-SMoT: A direction-based spatio-temporal clustering method.

Jose Antonio M. R. Rocha, Valéria Cesário Times, Gabriel Oliveira, Luis Otávio Alvares, Vania Bogorny

Proceedings of the 5th IEEE International Conference on Intelligent Systems, 2010

A Conceptual Data Model for Trajectory Data Mining.

Vania Bogorny, Carlos Alberto Heuser, Luis Otávio Alvares

Proceedings of the Geographic Information Science, 6th International Conference, 2010

Preserving privacy in semantic-rich trajectories of human mobility.

Anna Monreale, Roberto Trasarti, Chiara Renso, Dino Pedreschi, Vania Bogorny

Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Security and Privacy in GIS and LBS, 2010

Looking Inside the Stops of Trajectories of Moving Objects.

Bruno Moreno, Valéria Cesário Times, Chiara Renso, Vania Bogorny

Proceedings of the XI Brazilian Symposium on Geoinformatics, 2010

2009

ST-DMQL: A Semantic Trajectory Data Mining Query Language.

Vania Bogorny, Bart Kuijpers, Luis Otávio Alvares

Int. J. Geogr. Inf. Sci., 2009

A Framework for Trajectory Data Preprocessing for Data Mining.

Luis Otávio Alvares, Gabriel Oliveira, Carlos A. Heuser, Vania Bogorny

Proceedings of the 21st International Conference on Software Engineering & Knowledge Engineering (SEKE'2009), 2009

Enhancing the Process of Knowledge Discovery in Geographic Databases Using Geo-Ontologies.

Vania Bogorny, Paulo Martins Engel, Luis Alavares

Proceedings of the Database Technologies: Concepts, 2009

2008

Knowledge Discovery from Geographical Data.

Salvatore Rinzivillo, Franco Turini, Vania Bogorny, Christine Körner, Bart Kuijpers, Michael May

Proceedings of the Mobility, Data Mining and Privacy - Geographic Knowledge Discovery, 2008

Towards Elimination of Redundant and Well Known Patterns in Spatial Association Rule Mining.

Vania Bogorny, João Francisco Valiati, Sandro da Silva Camargo, Paulo Martins Engel, Luis Otávio Alvares

Proceedings of the Intelligent Techniques and Tools for Novel System Architectures, 2008

Reducing uninteresting spatial association rules in geographic databases using background knowledge: a summary of results.

Vania Bogorny, Bart Kuijpers, Luis Otávio Alvares

Int. J. Geogr. Inf. Sci., 2008

Spatial and Spatio-temporal Data Mining.

Vania Bogorny, Shashi Shekhar

Proceedings of the XXIII Simpósio Brasileiro de Banco de Dados, 2008

A clustering-based approach for discovering interesting places in trajectories.

Andrey Tietbohl Palma, Vania Bogorny, Bart Kuijpers, Luis Otávio Alvares

Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

Semantic Trajectory Data Mining: a User Driven Approach.

Vania Bogorny, Luis Otávio Alvares

Proceedings of the Geographic Privacy-Aware Knowledge Discovery and Delivery, 16.11., 2008

2007

Filtering Frequent Spatial Patterns with Qualitative Spatial Reasoning.

Vania Bogorny, Bart Moelans, Luis Otávio Alvares

Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007

A model for enriching trajectories with semantic geographical information.

Luis Otávio Alvares, Vania Bogorny, Bart Kuijpers, José Antônio Fernandes de Macêdo, Bart Moelans, Alejandro A. Vaisman

Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 2007

Dynamic Modeling of Trajectory Patterns using Data Mining and Reverse Engineering.

Luis Otávio Alvares, Vania Bogorny, José Antônio Fernandes de Macêdo, Bart Moelans, Stefano Spaccapietra

Proceedings of the Challenges in Conceptual Modelling. Tutorials, posters, panels and industrial contributions at the 26th International Conference on Conceptual Modeling, 2007

2006

GEOARM: an Interoperable Framework to Improve Geographic Data Preprocessing and Spatial Association Rule Mining.

Vania Bogorny, Paulo Martins Engel, Luis Otávio Alvares

Proceedings of the Eighteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2006), 2006

Mining Maximal Generalized Frequent Geographic Patterns with Knowledge Constraints.

Vania Bogorny, João Francisco Valiati, Sandro da Silva Camargo, Paulo Martins Engel, Bart Kuijpers, Luis Otávio Alvares

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Mining frequent geographic patterns with knowledge constraints.

Vania Bogorny, Sandro da Silva Camargo, Paulo Martins Engel, Luis Otávio Alvares

Proceedings of the 14th ACM International Symposium on Geographic Information Systems, 2006

2005

A Reuse-based Spatial Data Preparation Framework for Data Mining.

Vania Bogorny, Paulo Martins Engel, Luis Otávio Alvares

Proceedings of the 17th International Conference on Software Engineering and Knowledge Engineering (SEKE'2005), 2005

2001

Estendendo o Modelo de Relacionamentos do OpenGIS para Garantir Restrições Espaciais Topológicas.

Vania Bogorny, Cirano Iochpe

Proceedings of the XVI Simpósio Brasileiro de Banco de Dados, 2001