Vania Bogorny

92 papers A* 2A 1B 3C 4Misc 4Journal 43Unranked 30
YearRankTypeTitle / Venue / Authors
2024 J jnl
A survey on the computation of representative trajectories.
GeoInformatica
Vanessa Lago Machado, Ronaldo dos Santos Mello, Vania Bogorny, Geomar André Schreiner
2024 — conf
UltraMovelets: Efficient Movelet Extraction for Multiple Aspect Trajectory Classification.
DEXA (2)
Tarlis Tortelli Portela, Vanessa Lago Machado, Jônata Tyska Carvalho, Vania Bogorny, Anna Bernasconi, Chiara Renso
2023 — conf
MAT-Tree: A Tree-Based Method for Multiple Aspect Trajectory Clustering.
BRACIS (1)
Yuri Santos, Ricardo Giuliani, Vania Bogorny, Mateus Grellert, Jônata Tyska Carvalho
2022 — conf
A Method for Summarizing Trajectories with Multiple Aspects.
DEXA (1)
Vanessa Lago Machado, Ronaldo dos Santos Mello, Vania Bogorny
2022 B conf
AUTOMATISE: Multiple Aspect Trajectory Data Mining Tool Library.
MDM
Tarlis Tortelli Portela, Vania Bogorny, Anna Bernasconi, Chiara Renso
2022 J jnl
HiPerMovelets: high-performance movelet extraction for trajectory classification.
Int. J. Geogr. Inf. Sci.
Tarlis Tortelli Portela, Jônata Tyska Carvalho, Vania Bogorny
2022 J jnl
MAT-Index: An index for fast multiple aspect trajectory similarity measuring.
Trans. GIS
Ana Paula Ramos de Souza, Chiara Renso, Raffaele Perego, Vania Bogorny
2022 J jnl
PTRAIL - A python package for parallel trajectory data preprocessing.
SoftwareX
Salman Haidri, Yaksh J. Haranwala, Vania Bogorny, Chiara Renso, Vinicius Prado da Fonseca, Amílcar Soares
2022 B conf
SS-OCoClus: A contiguous order-aware method for semantic trajectory co-clustering.
MDM
Yuri Santos, Jônata Tyska Carvalho, Vania Bogorny
2022 — conf
Towards a Granular Computing Framework for Multiple Aspect Trajectory Representation and Privacy Preservation: Research Challenges and Opportunities.
FedCSIS (Communication Papers)
Zaineb Chelly Dagdia, Vania Bogorny
2022 J jnl
TraClets: Harnessing the power of computer vision for trajectory classification.
CoRR
Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes, Vania Bogorny
2021 — conf
A Co-occurrence Based Approach for Mining Overlapped Co-clusters in Binary Data.
BRACIS (1)
Yuri Santa Rosa Nassar dos Santos, Rafael de Santiago, Raffaele Perego, Matheus Henrique Schaly, Luis Otávio Alvares, Chiara Renso, Vania Bogorny
2021 Misc conf
A novel similarity measure for multiple aspect trajectory clustering.
SAC
Iraklis Varlamis, Christos Sardianos, Vania Bogorny, Luis Otávio Alvares, Jônata Tyska Carvalho, Chiara Renso, Raffaele Perego, John Violos
2021 A conf
Dependency Rule Modeling for Multiple Aspects Trajectories.
ER
Ronaldo dos Santos Mello, Geomar André Schreiner, Cristian Alexandre Alchini, Gustavo Gonçalves dos Santos, Vania Bogorny, Chiara Renso
2021 J jnl
Evaluating the effect of compressing algorithms for trajectory similarity and classification problems.
GeoInformatica
Antonios Makris, Camila Leite da Silva, Vania Bogorny, Luis Otávio Alvares, José Antônio Fernandes de Macêdo, Konstantinos Tserpes
2021 — conf
Fast Movelet Extraction and Dimensionality Reduction for Robust Multiple Aspect Trajectory Classification.
BRACIS (1)
Tarlis Tortelli Portela, Camila Leite da Silva, Jônata Tyska Carvalho, Vania Bogorny
2021 J jnl
Fast discovery of multidimensional subsequences for robust trajectory classification.
CoRR
Tarlis Tortelli Portela, Jônata Tyska Carvalho, Vania Bogorny
2021 J jnl
Mining frequency-based sequential trajectory co-clusters.
CoRR
Yuri Santos, Jônata Tyska Carvalho, Vania Bogorny
2021 J jnl
Multiple-aspect analysis of semantic trajectories(MASTER).
Int. J. Geogr. Inf. Sci.
Chiara Renso, Vania Bogorny, Konstantinos Tserpes, Stan Matwin, José Antônio Fernandes de Macêdo
2021 J jnl
PTRAIL - A python package for parallel trajectory data preprocessing.
CoRR
Salman Haidri, Yaksh J. Haranwala, Vania Bogorny, Chiara Renso, Vinicius Prado da Fonseca, Amílcar Soares
2020 — conf
Challenges in Vessel Behavior and Anomaly Detection: From Classical Machine Learning to Deep Learning.
Canadian AI
Lucas May Petry, Amílcar Soares Júnior, Vania Bogorny, Bruno Brandoli, Stan Matwin
2020 J jnl
Challenges in Vessel Behavior and Anomaly Detection: From Classical Machine Learning to Deep Learning.
CoRR
Lucas May Petry, Amílcar Soares Júnior, Vania Bogorny, Bruno Brandoli, Stan Matwin
2020 Misc conf
Exploring frequency-based approaches for efficient trajectory classification.
SAC
Francisco Vicenzi, Lucas May Petry, Camila Leite da Silva, Luis Otávio Alvares, Vania Bogorny
2020 J jnl
MARC: a robust method for multiple-aspect trajectory classification via space, time, and semantic embeddings.
Int. J. Geogr. Inf. Sci.
Lucas May Petry, Camila Leite da Silva, Andrea Esuli, Chiara Renso, Vania Bogorny
2020 — conf
MASTER: A Multiple Aspects View on Trajectories.
SEBD
Ronaldo dos Santos Mello, Vania Bogorny, Luis Otávio Alvares, Luiz Henrique Zambom Santana, Carlos Andres Ferrero, Angelo Augusto Frozza, Geomar André Schreiner, Chiara Renso
2020 J jnl
MasterMovelets: discovering heterogeneous movelets for multiple aspect trajectory classification.
Data Min. Knowl. Discov.
Carlos Andres Ferrero, Lucas May Petry, Luis Otávio Alvares, Camila Leite da Silva, Willian Zalewski, Vania Bogorny
2020 — conf
Wise Sliding Window Segmentation: A Classification-Aided Approach for Trajectory Segmentation.
Canadian AI
Mohammad Etemad, Zahra Etemad, Amílcar Soares Júnior, Vania Bogorny, Stan Matwin, Luís Torgo
2020 J jnl
Wise Sliding Window Segmentation: A classification-aided approach for trajectory segmentation.
CoRR
Mohammad Etemad, Zahra Etemad, Amílcar Soares Júnior, Vania Bogorny, Stan Matwin, Luís Torgo
2019 — conf
A Survey and Comparison of Trajectory Classification Methods.
BRACIS
Camila Leite da Silva, Lucas May Petry, Vania Bogorny
2019 J jnl
Discovering Heterogeneous Subsequences for Trajectory Classification.
CoRR
Carlos Andres Ferrero, Lucas May Petry, Luis Otávio Alvares, Willian Zalewski, Vania Bogorny
2019 J jnl
MASTER: A multiple aspect view on trajectories.
Trans. GIS
Ronaldo dos Santos Mello, Vania Bogorny, Luis Otávio Alvares, Luiz Henrique Zambom Santana, Carlos Andres Ferrero, Angelo Augusto Frozza, Geomar André Schreiner, Chiara Renso
2019 J jnl
SMSM: a similarity measure for trajectory stops and moves.
Int. J. Geogr. Inf. Sci.
Andre L. Lehmann, Luis Otávio Alvares, Vania Bogorny
2019 J jnl
Towards semantic-aware multiple-aspect trajectory similarity measuring.
Trans. GIS
Lucas May Petry, Carlos Andres Ferrero, Luis Otávio Alvares, Chiara Renso, Vania Bogorny
2019 — conf
Trajectory Data Privacy: Research Challenges and Opportunities.
GEOINFO
Tarlis Tortelli Portela, Francisco Vicenzi, Vania Bogorny
2019 J jnl
Unsupervised Behavior Change Detection in Multidimensional Data Streams for Maritime Traffic Monitoring.
CoRR
Lucas May Petry, Amílcar Soares Júnior, Vania Bogorny, Stan Matwin
2018 — conf
A Top-Down Algorithm with Free Distance Parameter for Mining Top-k Flock Patterns.
AGILE Conf.
Denis Evangelista Sanches, Luis Otávio Alvares, Vania Bogorny, Marcos R. Vieira, Daniel S. Kaster
2018 J jnl
A branch and bound strategy for Fast Trajectory Similarity Measuring.
Data Knowl. Eng.
Andre Salvaro Furtado, Laércio Lima Pilla, Vania Bogorny
2018 Misc conf
MOVELETS: exploring relevant subtrajectories for robust trajectory classification.
SAC
Carlos Andres Ferrero, Luis Otávio Alvares, Willian Zalewski, Vania Bogorny
2018 J jnl
Traj2User: exploiting embeddings for computing similarity of users mobile behavior.
CoRR
Andrea Esuli, Lucas May Petry, Chiara Renso, Vania Bogorny
2018 J jnl
Unveiling movement uncertainty for robust trajectory similarity analysis.
Int. J. Geogr. Inf. Sci.
Andre Salvaro Furtado, Luis Otávio Campos Alvares, Nikos Pelekis, Yannis Theodoridis, Vania Bogorny
2017 J jnl
Individual and Group Activity Recognition in Moving Object Trajectories.
J. Inf. Data Manag.
Marco Aurelio Beber, Carlos Andres Ferrero, Renato Fileto, Vania Bogorny
2017 J jnl
SMoT+NCS: Algorithm for Detecting Non-Continuous Stops.
Comput. Informatics
Francisco Javier Moreno Arboleda, Vania Bogorny, Holver Patiño
2017 J jnl
Toward Abnormal Trajectory and Event Detection in Video Surveillance.
IEEE Trans. Circuits Syst. Video Technol.
Serhan Cosar, Giuseppe Donatiello, Vania Bogorny, Carolina Gárate, Luis Otávio Alvares, François Brémond
2017 J jnl
Unusual behavior detection and object ranking from movement trajectories in target regions.
Int. J. Geogr. Inf. Sci.
Mateus Barragana, Luis Otávio Alvares, Vania Bogorny
2016 J jnl
Detecting avoidance behaviors between moving object trajectories.
Data Knowl. Eng.
Francesco Lettich, Luis Otávio Alvares, Vania Bogorny, Salvatore Orlando, Alessandra Raffaetà, Claudio Silvestri
2016 J jnl
Multidimensional Similarity Measuring for Semantic Trajectories.
Trans. GIS
Andre Salvaro Furtado, Despina Kopanaki, Luis Otávio Alvares, Vania Bogorny
2016 — conf
Multiple aspect trajectory data analysis: research challenges and opportunities.
GEOINFO
Carlos Andres Ferrero, Luis Otávio Alvares, Vania Bogorny
2016 — conf
Towards activity recognition in moving object trajectories from Twitter data.
GEOINFO
Marco Aurelio Beber, Carlos Andres Ferrero, Renato Fileto, Vania Bogorny
2015 C conf
A Rule-based Method for Discovering Trajectory Profiles.
SEKE
Lucas Andre de Alencar, Luis Otávio Alvares, Chiara Renso, Alessandra Raffaetà, Vania Bogorny
2015 — conf
Inferring Relationships from Trajectory Data.
GEOINFO
Areli Andreia dos Santos, Andre Salvaro Furtado, Luis Otávio Alvares, Nikos Pelekis, Vania Bogorny
2015 J jnl
Semantic enrichment and analysis of movement data: probably it is just starting!
ACM SIGSPATIAL Special
Renato Fileto, Vania Bogorny, Cleto May, Douglas Klein
2014 J jnl
CONSTAnT - A Conceptual Data Model for Semantic Trajectories of Moving Objects.
Trans. GIS
Vania Bogorny, Chiara Renso, Artur Ribeiro de Aquino, Fernando de Lucca Siqueira, Luis Otávio Alvares
2014 — conf
Inferring Drivers Behavior through Trajectory Analysis.
IEEE Conf. on Intelligent Systems (1)
Eduardo M. Carboni, Vania Bogorny
2014 J jnl
Monitoring People's Behaviour using Video Analysis and Trajectory Clustering.
ERCIM News
François Brémond, Vania Bogorny, Jose Luis Patino, Serhan Cosar, Guido Pusiol, Giuseppe Donatiello
2014 J jnl
SMoT+: Extending the SMoT Algorithm for Discovering Stops in Nested Sites.
Comput. Informatics
Francisco Javier Moreno Arboleda, Andrés Felipe Pineda, Renato Fileto, Vania Bogorny
2013 — conf
Discovering Local and Global Co-Location Patterns in Trajectories with Different Properties.
SBSI
Fernando José Braz, Vania Bogorny
2013 J jnl
Discovering Semantic Spatial and Spatio-Temporal Outliers from Moving Object Trajectories
CoRR
Vitor Cunha Fontes, Vania Bogorny
2013 — conf
Discovering Trajectory Outliers between Regions of Interest.
GEOINFO
Vitor Cunha Fontes, Lucas Andre de Alencar, Chiara Renso, Vania Bogorny
2013 J jnl
Semantic trajectories modeling and analysis.
ACM Comput. Surv.
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
2013 — conf
Towards Semantic Trajectory Outlier Detection.
GEOINFO
Artur Ribeiro de Aquino, Luis Otávio Alvares, Chiara Renso, Vania Bogorny
2013 B conf
Where Have You Been Today? Annotating Trajectories with DayTag.
SSTD
Salvatore Rinzivillo, Fernando de Lucca Siqueira, Lorenzo Gabrielli, Chiara Renso, Vania Bogorny
2012 — ed.
XIII Brazilian Symposium on Geoinformatics, November 25-27 2012, Campos do Jordão, São Paulo, Brazil
GEOINFO
Laércio Massaru Namikawa, Vania Bogorny
2011 J jnl
An algorithm to identify avoidance behavior in moving object trajectories.
J. Braz. Comput. Soc.
Luis Otávio Alvares, Alisson Moscato Loy, Chiara Renso, Vania Bogorny
2011 J jnl
C-safety: a framework for the anonymization of semantic trajectories.
Trans. Data Priv.
Anna Monreale, Roberto Trasarti, Dino Pedreschi, Chiara Renso, Vania Bogorny
2011 J jnl
Discovering Chasing Behavior in Moving Object Trajectories.
Trans. GIS
Fernando de Lucca Siqueira, Vania Bogorny
2011 J jnl
Research on Complex Data Management and Analysis at UFSC.
J. Inf. Data Manag.
Ronaldo dos Santos Mello, Renato Fileto, Carina F. Dorneles, Vania Bogorny
2011 J jnl
Special issue on "context-aware data mining (CADM)".
Knowl. Inf. Syst.
Chiara Renso, Vania Bogorny, Hui Xiong
2011 J jnl
Weka-STPM: a Software Architecture and Prototype for Semantic Trajectory Data Mining and Visualization.
Trans. GIS
Vania Bogorny, Hercules Avancini, Bruno Cesar de Paula, Cassiano Rocha Kuplich, Luis Otávio Alvares
2010 — conf
A Conceptual Data Model for Trajectory Data Mining.
GIScience
Vania Bogorny, Carlos Alberto Heuser, Luis Otávio Alvares
2010 — conf
DB-SMoT: A direction-based spatio-temporal clustering method.
IEEE Conf. of Intelligent Systems
Jose Antonio M. R. Rocha, Valéria Cesário Times, Gabriel Oliveira, Luis Otávio Alvares, Vania Bogorny
2010 — conf
Looking Inside the Stops of Trajectories of Moving Objects.
GEOINFO
Bruno Moreno, Valéria Cesário Times, Chiara Renso, Vania Bogorny
2010 — conf
Preserving privacy in semantic-rich trajectories of human mobility.
SPRINGL
Anna Monreale, Roberto Trasarti, Chiara Renso, Dino Pedreschi, Vania Bogorny
2010 J jnl
Semantic-based pruning of redundant and uninteresting frequent geographic patterns.
GeoInformatica
Vania Bogorny, João Francisco Valiati, Luis Otávio Alvares
2010 A* conf
Spatial and Spatio-temporal Data Mining.
ICDM
Vania Bogorny, Shashi Shekhar
2010 — ed.
XI Brazilian Symposium on Geoinformatics, November 28 to December 01, 2010, Campos do Jordão, São Paulo, Brazil
GEOINFO
Vania Bogorny, Lúbia Vinhas
2009 C conf
A Framework for Trajectory Data Preprocessing for Data Mining.
SEKE
Luis Otávio Alvares, Gabriel Oliveira, Carlos A. Heuser, Vania Bogorny
2009 — ch.
Enhancing the Process of Knowledge Discovery in Geographic Databases Using Geo-Ontologies.
Database Technologies: Concepts, Methodologies, Tools, and Applications
Vania Bogorny, Paulo Martins Engel, Luis Alavares
2009 J jnl
ST-DMQL: A Semantic Trajectory Data Mining Query Language.
Int. J. Geogr. Inf. Sci.
Vania Bogorny, Bart Kuijpers, Luis Otávio Alvares
2008 Misc conf
A clustering-based approach for discovering interesting places in trajectories.
SAC
Andrey Tietbohl Palma, Vania Bogorny, Bart Kuijpers, Luis Otávio Alvares
2008 — ch.
Knowledge Discovery from Geographical Data.
Mobility, Data Mining and Privacy
Salvatore Rinzivillo, Franco Turini, Vania Bogorny, Christine Körner, Bart Kuijpers, Michael May
2008 J jnl
Reducing uninteresting spatial association rules in geographic databases using background knowledge: a summary of results.
Int. J. Geogr. Inf. Sci.
Vania Bogorny, Bart Kuijpers, Luis Otávio Alvares
2008 — conf
Semantic Trajectory Data Mining: a User Driven Approach.
Geographic Privacy-Aware Knowledge Discovery and Delivery
Vania Bogorny, Luis Otávio Alvares
2008 — conf
Spatial and Spatio-temporal Data Mining.
SBBD
Vania Bogorny, Shashi Shekhar
2008 — ch.
Towards Elimination of Redundant and Well Known Patterns in Spatial Association Rule Mining.
Intelligent Techniques and Tools for Novel System Architectures
Vania Bogorny, João Francisco Valiati, Sandro da Silva Camargo, Paulo Martins Engel, Luis Otávio Alvares
2007 — conf
A model for enriching trajectories with semantic geographical information.
GIS
Luis Otávio Alvares, Vania Bogorny, Bart Kuijpers, José Antônio Fernandes de Macêdo, Bart Moelans, Alejandro A. Vaisman
2007 — conf
Dynamic Modeling of Trajectory Patterns using Data Mining and Reverse Engineering.
ER (Tutorials, Posters, Panels & Industrial Contributions)
Luis Otávio Alvares, Vania Bogorny, José Antônio Fernandes de Macêdo, Bart Moelans, Stefano Spaccapietra
2007 — conf
Filtering Frequent Spatial Patterns with Qualitative Spatial Reasoning.
ICDE Workshops
Vania Bogorny, Bart Moelans, Luis Otávio Alvares
2006 C conf
GEOARM: an Interoperable Framework to Improve Geographic Data Preprocessing and Spatial Association Rule Mining.
SEKE
Vania Bogorny, Paulo Martins Engel, Luis Otávio Alvares
2006 A* conf
Mining Maximal Generalized Frequent Geographic Patterns with Knowledge Constraints.
ICDM
Vania Bogorny, João Francisco Valiati, Sandro da Silva Camargo, Paulo Martins Engel, Bart Kuijpers, Luis Otávio Alvares
2006 — conf
Mining frequent geographic patterns with knowledge constraints.
GIS
Vania Bogorny, Sandro da Silva Camargo, Paulo Martins Engel, Luis Otávio Alvares
2005 C conf
A Reuse-based Spatial Data Preparation Framework for Data Mining.
SEKE
Vania Bogorny, Paulo Martins Engel, Luis Otávio Alvares
2001 — conf
Estendendo o Modelo de Relacionamentos do OpenGIS para Garantir Restrições Espaciais Topológicas.
SBBD
Vania Bogorny, Cirano Iochpe