V. Bogorny

Most-cited papers

Semantic trajectories modeling and analysis
C. Parent, S. Spaccapietra, C. Renso, G. Andrienko +8 more
2013CSUR598 citations Open access
Semantic Scholar
A clustering-based approach for discovering interesting places in trajectories
Andrey Tietbohl Palma, V. Bogorny, B. Kuijpers, L. O. Alvares
2008ACM Symposium on Applied Computing502 citations Open access
Semantic Scholar
A model for enriching trajectories with semantic geographical information
L. O. Alvares, V. Bogorny, B. Kuijpers, J. A. D. de Macêdo +2 more
2007ACM SIGSPATIAL International Workshop on Advances in Geographic Information Systems480 citations Open access
Semantic Scholar
Toward Abnormal Trajectory and Event Detection in Video Surveillance
S. Coşar, Giuseppe Donatiello, V. Bogorny, Carolina Gárate +2 more
2017IEEE transactions on circuits and systems for video technology (Print)185 citations
Semantic Scholar
CONSTAnT – A Conceptual Data Model for Semantic Trajectories of Moving Objects
V. Bogorny, C. Renso, Artur Ribeiro de Aquino, Fernando de Lucca Siqueira +1 more
2014Trans. GIS144 citations Open access
Semantic Scholar
DB-SMoT: A direction-based spatio-temporal clustering method
Jose Antonio M. R. Rocha, V. Times, Gabriel Oliveira, L. O. Alvares +1 more
20102010 5th IEEE International Conference Intelligent Systems142 citations
Semantic Scholar
ST‐DMQL: A Semantic Trajectory Data Mining Query Language
V. Bogorny, B. Kuijpers, L. O. Alvares
2009International Journal of Geographical Information Science103 citations
Semantic Scholar
MASTER: A multiple aspect view on trajectories
Ronaldo dos Santos Mello, V. Bogorny, L. O. Alvares, L. H. Z. Santana +4 more
2019Trans. GIS85 citations Open access
Semantic Scholar
Multidimensional Similarity Measuring for Semantic Trajectories
A. S. Furtado, Despina Kopanaki, L. O. Alvares, V. Bogorny
2016Trans. GIS78 citations
Semantic Scholar
MARC: a robust method for multiple-aspect trajectory classification via space, time, and semantic embeddings
Lucas May Petry, Camila Leite Da Silva, Andrea Esuli, C. Renso +1 more
2020International Journal of Geographical Information Science67 citations Open access
Semantic Scholar
C-safety: a framework for the anonymization of semantic trajectories
A. Monreale, R. Trasarti, D. Pedreschi, C. Renso +1 more
2011Transactions on Data Privacy64 citations
Semantic Scholar
Towards Semantic Trajectory Knowledge Discovery
V. Bogorny, L. O. Alvares, B. Kuijpers, J. A. D. de Macêdo +2 more
200764 citations
Semantic Scholar
Towards semantic‐aware multiple‐aspect trajectory similarity measuring
Lucas May Petry, C. A. Ferrero, L. O. Alvares, C. Renso +1 more
2019Trans. GIS54 citations Open access
Semantic Scholar
Dynamic Modeling of Trajectory Patterns using Data Mining and Reverse Engineering
L. O. Alvares, V. Bogorny, J. A. D. de Macêdo, Bart Moelans +1 more
2007International Conference on Conceptual Modeling52 citations
Semantic Scholar
Weka‐STPM: a Software Architecture and Prototype for Semantic Trajectory Data Mining and Visualization
V. Bogorny, Hercules Avancini, B. D. de Paula, Cassiano Rocha Kuplich +1 more
2011Trans. GIS50 citations
Semantic Scholar
Discovering Chasing Behavior in Moving Object Trajectories
Fernando de Lucca Siqueira, V. Bogorny
2011Trans. GIS42 citations Open access
Semantic Scholar
Spatial and Spatio-temporal Data Mining
V. Bogorny, S. Shekhar
20102010 IEEE International Conference on Data Mining39 citations
Semantic Scholar
Challenges in Vessel Behavior and Anomaly Detection: From Classical Machine Learning to Deep Learning
Lucas May Petry, Amílcar Soares, V. Bogorny, Bruno Brandoli +1 more
2020Canadian AI38 citations Open access
Semantic Scholar
Unveiling movement uncertainty for robust trajectory similarity analysis
A. S. Furtado, L. O. Alvares, N. Pelekis, Y. Theodoridis +1 more
2018International Journal of Geographical Information Science37 citations Open access
Semantic Scholar
MOVELETS: exploring relevant subtrajectories for robust trajectory classification
C. A. Ferrero, L. O. Alvares, Willian Zalewski, V. Bogorny
2018ACM Symposium on Applied Computing36 citations
Semantic Scholar
SMSM: a similarity measure for trajectory stops and moves
A. Lehmann, L. O. Alvares, V. Bogorny
2019International Journal of Geographical Information Science33 citations
Semantic Scholar
A Survey and Comparison of Trajectory Classification Methods
Camila Leite Da Silva, Lucas May Petry, V. Bogorny
2019Brazilian Conference on Intelligent Systems30 citations
Semantic Scholar
An algorithm to identify avoidance behavior in moving object trajectories
L. O. Alvares, Alisson Moscato Loy, C. Renso, V. Bogorny
2011Journal of the Brazilian Computer Society30 citations Open access
Semantic Scholar
Inferring Drivers Behavior through Trajectory Analysis
E. Carboni, V. Bogorny
2014IEEE Conf. on Intelligent Systems29 citations Open access
Semantic Scholar
A Conceptual Data Model for Trajectory Data Mining
V. Bogorny, C. Heuser, L. O. Alvares
2010International Conference Geographic Information Science27 citations
Semantic Scholar
Evaluating the effect of compressing algorithms for trajectory similarity and classification problems
Antonios Makris, Camila Leite da Silva, V. Bogorny, L. O. Alvares +2 more
2021GeoInformatica26 citations Open access
Semantic Scholar
Mining Maximal Generalized Frequent Geographic Patterns with Knowledge Constraints
V. Bogorny, J. Valiati, S. Camargo, P. Engel +2 more
2006Industrial Conference on Data Mining25 citations
Semantic Scholar
Knowledge Discovery from Geographical Data
S. Rinzivillo, F. Turini, V. Bogorny, C. Körner +2 more
2008Mobility, Data Mining and Privacy24 citations Open access
Semantic Scholar
Weka-GDPM – Integrating Classical Data Mining Toolkit to Geographic Information Systems
V. Bogorny, Andrey Tietbohl Palma, P. Engel, L. O. Alvares
200624 citations
Semantic Scholar
PTRAIL - A python package for parallel trajectory data preprocessing
Salman Haidri, Yaksh J. Haranwala, V. Bogorny, C. Renso +2 more
2021SoftwareX23 citations Open access
Semantic Scholar
Reducing uninteresting spatial association rules in geographic databases using background knowledge: a summary of results
V. Bogorny, B. Kuijpers, L. O. Alvares
2008International Journal of Geographical Information Science23 citations
Semantic Scholar
Mining frequent geographic patterns with knowledge constraints
V. Bogorny, S. Camargo, P. Engel, L. O. Alvares
2006ACM SIGSPATIAL International Workshop on Advances in Geographic Information Systems23 citations
Semantic Scholar
Multiple aspect trajectory data analysis: research challenges and opportunities
C. A. Ferrero, L. O. Alvares, V. Bogorny
2016Brazilian Symposium on GeoInformatics21 citations
Semantic Scholar
MasterMovelets: discovering heterogeneous movelets for multiple aspect trajectory classification
C. A. Ferrero, Lucas May Petry, L. O. Alvares, Camila Leite da Silva +2 more
2020Data mining and knowledge discovery19 citations
Semantic Scholar
Wise Sliding Window Segmentation: A classification-aided approach for trajectory segmentation
Mohammad Etemad, Zahra Etemad, Amílcar Soares, V. Bogorny +2 more
2020Canadian AI18 citations Open access
Semantic Scholar
Preserving privacy in semantic-rich trajectories of human mobility
A. Monreale, R. Trasarti, C. Renso, D. Pedreschi +1 more
2010International Workshop on Security and Privacy in GIS and LBS18 citations Open access
Semantic Scholar
GEOARM: an Interoperable Framework to Improve Geographic Data Preprocessing and Spatial Association Rule Mining
V. Bogorny, P. Engel, L. O. Alvares
2006International Conference on Software Engineering and Knowledge Engineering18 citations
Semantic Scholar
Enhancing the Process of Knowledge Discovery in Geographic Databases Using Geo-Ontologies
V. Bogorny, P. Engel, Luis Alavares
2009Database Technologies: Concepts, Methodologies, Tools, and Applications16 citations
Semantic Scholar
Individual and Group Activity Recognition in Moving Object Trajectories
Marco Aurélio Beber, C. A. Ferrero, Renato Fileto, V. Bogorny
2017Journal of Information and Data Management15 citations
Semantic Scholar
Where Have You Been Today? Annotating Trajectories with DayTag
S. Rinzivillo, Fernando de Lucca Siqueira, Lorenzo Gabrielli, C. Renso +1 more
2013International Symposium on Spatial and Temporal Databases14 citations
Semantic Scholar
SMoT+: Extending the SMoT Algorithm for Discovering Stops in Nested Sites
F. Moreno, A. Pineda, Renato Fileto, V. Bogorny
2014Computing and informatics13 citations
Semantic Scholar
Discovering Trajectory Outliers between Regions of Interest
V. C. Fontes, Lucas Andre de Alencar, C. Renso, V. Bogorny
2013Brazilian Symposium on GeoInformatics13 citations
Semantic Scholar
Towards activity recognition in moving object trajectories from Twitter data
Marco Aurélio Beber, C. A. Ferrero, Renato Fileto, V. Bogorny
2016Brazilian Symposium on GeoInformatics12 citations
Semantic Scholar
Detecting avoidance behaviors between moving object trajectories
Francesco Lettich, L. O. Alvares, V. Bogorny, S. Orlando +2 more
2016Data & Knowledge Engineering12 citations Open access
Semantic Scholar
Looking Inside the Stops of Trajectories of Moving Objects.
B. Moreno, V. Times, Chiara Renso, V. Bogorny
201012 citations
Semantic Scholar
Weka-STPM : from trajectory samples to semantic trajectories
L. O. Alvares, A. Palma, Gabriel Oliveira, V. Bogorny
201012 citations
Semantic Scholar
A novel similarity measure for multiple aspect trajectory clustering
Iraklis Varlamis, Christos Sardianos, V. Bogorny, L. O. Alvares +4 more
2021ACM Symposium on Applied Computing11 citations Open access
Semantic Scholar
Multiple-aspect analysis of semantic trajectories(MASTER)
C. Renso, V. Bogorny, K. Tserpes, S. Matwin +1 more
2021International Journal of Geographical Information Science11 citations Open access
Semantic Scholar
A branch and bound strategy for Fast Trajectory Similarity Measuring
A. S. Furtado, L. Pilla, V. Bogorny
2018Data & Knowledge Engineering11 citations
Semantic Scholar
A Framework for Trajectory Data Preprocessing for Data Mining
L. O. Alvares, Gabriel Oliveira, C. Heuser, V. Bogorny
2009International Conference on Software Engineering and Knowledge Engineering11 citations
Semantic Scholar