Vania Bogorny

Affiliations:
  • Federal University of Santa Catarina, Brazil


According to our database1, Vania Bogorny authored at least 71 papers between 2001 and 2021.

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Bibliography

2021
Multiple-aspect analysis of semantic trajectories(MASTER).
Int. J. Geogr. Inf. Sci., 2021

PTRAIL - A python package for parallel trajectory data preprocessing.
CoRR, 2021

Fast discovery of multidimensional subsequences for robust trajectory classification.
CoRR, 2021

A novel similarity measure for multiple aspect trajectory clustering.
Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

Dependency Rule Modeling for Multiple Aspects Trajectories.
Proceedings of the Conceptual Modeling - 40th International Conference, 2021

2020
MARC: a robust method for multiple-aspect trajectory classification via space, time, and semantic embeddings.
Int. J. Geogr. Inf. Sci., 2020

MasterMovelets: discovering heterogeneous movelets for multiple aspect trajectory classification.
Data Min. Knowl. Discov., 2020

MASTER: A Multiple Aspects View on Trajectories.
Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020

Exploring frequency-based approaches for efficient trajectory classification.
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.
Proceedings of the Advances in Artificial Intelligence, 2020

Wise Sliding Window Segmentation: A Classification-Aided Approach for Trajectory Segmentation.
Proceedings of the Advances in Artificial Intelligence, 2020

2019
Towards semantic-aware multiple-aspect trajectory similarity measuring.
Trans. GIS, 2019

MASTER: A multiple aspect view on trajectories.
Trans. GIS, 2019

SMSM: a similarity measure for trajectory stops and moves.
Int. J. Geogr. Inf. Sci., 2019

Unsupervised Behavior Change Detection in Multidimensional Data Streams for Maritime Traffic Monitoring.
CoRR, 2019

Discovering Heterogeneous Subsequences for Trajectory Classification.
CoRR, 2019

Trajectory Data Privacy: Research Challenges and Opportunities.
Proceedings of the XX Brazilian Symposium on Geoinformatics, 2019

A Survey and Comparison of Trajectory Classification Methods.
Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018
Unveiling movement uncertainty for robust trajectory similarity analysis.
Int. J. Geogr. Inf. Sci., 2018

A branch and bound strategy for Fast Trajectory Similarity Measuring.
Data Knowl. Eng., 2018

Traj2User: exploiting embeddings for computing similarity of users mobile behavior.
CoRR, 2018

MOVELETS: exploring relevant subtrajectories for robust trajectory classification.
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.
Proceedings of the Geospatial Technologies for All, 2018

2017
Toward Abnormal Trajectory and Event Detection in Video Surveillance.
IEEE Trans. Circuits Syst. Video Technol., 2017

Individual and Group Activity Recognition in Moving Object Trajectories.
J. Inf. Data Manag., 2017

Unusual behavior detection and object ranking from movement trajectories in target regions.
Int. J. Geogr. Inf. Sci., 2017

SMoT+NCS: Algorithm for Detecting Non-Continuous Stops.
Comput. Informatics, 2017

2016
Multidimensional Similarity Measuring for Semantic Trajectories.
Trans. GIS, 2016

Detecting avoidance behaviors between moving object trajectories.
Data Knowl. Eng., 2016

Multiple aspect trajectory data analysis: research challenges and opportunities.
Proceedings of the XVII Brazilian Symposium on Geoinformatics, 2016

Towards activity recognition in moving object trajectories from Twitter data.
Proceedings of the XVII Brazilian Symposium on Geoinformatics, 2016

2015
Semantic enrichment and analysis of movement data: probably it is just starting!
ACM SIGSPATIAL Special, 2015

A Rule-based Method for Discovering Trajectory Profiles.
Proceedings of the 27th International Conference on Software Engineering and Knowledge Engineering, 2015

Inferring Relationships from Trajectory Data.
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.
Trans. GIS, 2014

Monitoring People's Behaviour using Video Analysis and Trajectory Clustering.
ERCIM News, 2014

SMoT+: Extending the SMoT Algorithm for Discovering Stops in Nested Sites.
Comput. Informatics, 2014

Inferring Drivers Behavior through Trajectory Analysis.
Proceedings of the Intelligent Systems'2014, 2014

2013
Semantic trajectories modeling and analysis.
ACM Comput. Surv., 2013

Discovering Semantic Spatial and Spatio-Temporal Outliers from Moving Object Trajectories
CoRR, 2013

Where Have You Been Today? Annotating Trajectories with DayTag.
Proceedings of the Advances in Spatial and Temporal Databases, 2013

Discovering Trajectory Outliers between Regions of Interest.
Proceedings of the XIV Brazilian Symposium on Geoinformatics, 2013

Towards Semantic Trajectory Outlier Detection.
Proceedings of the XIV Brazilian Symposium on Geoinformatics, 2013

2011
Discovering Chasing Behavior in Moving Object Trajectories.
Trans. GIS, 2011

Weka-STPM: a Software Architecture and Prototype for Semantic Trajectory Data Mining and Visualization.
Trans. GIS, 2011

C-safety: a framework for the anonymization of semantic trajectories.
Trans. Data Priv., 2011

Special issue on "context-aware data mining (CADM)".
Knowl. Inf. Syst., 2011

Research on Complex Data Management and Analysis at UFSC.
J. Inf. Data Manag., 2011

An algorithm to identify avoidance behavior in moving object trajectories.
J. Braz. Comput. Soc., 2011

2010
Semantic-based pruning of redundant and uninteresting frequent geographic patterns.
GeoInformatica, 2010

DB-SMoT: A direction-based spatio-temporal clustering method.
Proceedings of the 5th IEEE International Conference on Intelligent Systems, 2010

A Conceptual Data Model for Trajectory Data Mining.
Proceedings of the Geographic Information Science, 6th International Conference, 2010

Preserving privacy in semantic-rich trajectories of human mobility.
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.
Proceedings of the XI Brazilian Symposium on Geoinformatics, 2010

2009
ST-DMQL: A Semantic Trajectory Data Mining Query Language.
Int. J. Geogr. Inf. Sci., 2009

A Framework for Trajectory Data Preprocessing for Data Mining.
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.
Proceedings of the Database Technologies: Concepts, 2009

2008
Knowledge Discovery from Geographical Data.
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.
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.
Int. J. Geogr. Inf. Sci., 2008

Spatial and Spatio-temporal Data Mining.
Proceedings of the XXIII Simpósio Brasileiro de Banco de Dados, 2008

A clustering-based approach for discovering interesting places in trajectories.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

Semantic Trajectory Data Mining: a User Driven Approach.
Proceedings of the Geographic Privacy-Aware Knowledge Discovery and Delivery, 16.11., 2008

2007
Filtering Frequent Spatial Patterns with Qualitative Spatial Reasoning.
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007

A model for enriching trajectories with semantic geographical information.
Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 2007

Dynamic Modeling of Trajectory Patterns using Data Mining and Reverse Engineering.
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.
Proceedings of the Eighteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2006), 2006

Mining Maximal Generalized Frequent Geographic Patterns with Knowledge Constraints.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Mining frequent geographic patterns with knowledge constraints.
Proceedings of the 14th ACM International Symposium on Geographic Information Systems, 2006

2005
A Reuse-based Spatial Data Preparation Framework for Data Mining.
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.
Proceedings of the XVI Simpósio Brasileiro de Banco de Dados, 2001


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