Estendendo o Modelo de Relacionamentos do OpenGIS para Garantir Restrições Espaciais Topológicas. - Vania Bogorny; Cirano Iochpe (SBBD, 2001)

A Reuse-based Spatial Data Preparation Framework for Data Mining. - Vania Bogorny; Paulo Martins Engel; Luis Otávio Alvares (SEKE, 2005)

Mining frequent geographic patterns with knowledge constraints. - Vania Bogorny; Sandro da Silva Camargo; Paulo Martins Engel; Luis Otávio Alvares (GIS, 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 (ICDM, 2006)

GEOARM: an Interoperable Framework to Improve Geographic Data Preprocessing and Spatial Association Rule Mining. - Vania Bogorny; Paulo Martins Engel; Luis Otávio Alvares (SEKE, 2006)

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 (ER (Tutorials, Posters, Panels & Industrial Contributions), 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 (GIS, 2007)

Filtering Frequent Spatial Patterns with Qualitative Spatial Reasoning. - Vania Bogorny; Bart Moelans; Luis Otávio Alvares (ICDE Workshops, 2007)

Semantic Trajectory Data Mining: a User Driven Approach. - Vania Bogorny; Luis Otávio Alvares (Geographic Privacy-Aware Knowledge Discovery and Delivery, 2008)

A clustering-based approach for discovering interesting places in trajectories. - Andrey Tietbohl Palma; Vania Bogorny; Bart Kuijpers; Luis Otávio Alvares (SAC, 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)

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 (Intelligent Techniques and Tools for Novel System Architectures, 2008)

Knowledge Discovery from Geographical Data. - Salvatore Rinzivillo; Franco Turini; Vania Bogorny; Christine Körner; Bart Kuijpers; Michael May 001 (Mobility, Data Mining and Privacy, 2008)

Enhancing the Process of Knowledge Discovery in Geographic Databases Using Geo-Ontologies. - Vania Bogorny; Paulo Martins Engel; Luis Alavares (Database Technologies: Concepts, Methodologies, Tools, and Applications, 2009)

A Framework for Trajectory Data Preprocessing for Data Mining. - Luis Otávio Alvares; Gabriel Oliveira; Carlos A. Heuser; Vania Bogorny (SEKE, 2009)

ST-DMQL: A Semantic Trajectory Data Mining Query Language. - Vania Bogorny; Bart Kuijpers; Luis Otávio Alvares (Int. J. Geogr. Inf. Sci., 2009)

Looking Inside the Stops of Trajectories of Moving Objects. - Bruno Moreno; Valéria Cesário Times; Chiara Renso; Vania Bogorny (GEOINFO, 2010)

Preserving privacy in semantic-rich trajectories of human mobility. - Anna Monreale; Roberto Trasarti; Chiara Renso; Dino Pedreschi; Vania Bogorny (SPRINGL, 2010)

A Conceptual Data Model for Trajectory Data Mining. - Vania Bogorny; Carlos Alberto Heuser; Luis Otávio Alvares (GIScience, 2010)

Spatial and Spatio-temporal Data Mining. - Vania Bogorny; Shashi Shekhar 001 (ICDM, 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 (IEEE Conf. of Intelligent Systems, 2010)

Semantic-based pruning of redundant and uninteresting frequent geographic patterns. - Vania Bogorny; João Francisco Valiati; Luis Otávio Alvares (GeoInformatica, 2010)

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)

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)

Special issue on "context-aware data mining (CADM)". - Chiara Renso; Vania Bogorny; Hui Xiong 001 (Knowl. Inf. Syst., 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)

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)

Discovering Chasing Behavior in Moving Object Trajectories. - Fernando de Lucca Siqueira; Vania Bogorny (Trans. GIS, 2011)

Towards Semantic Trajectory Outlier Detection. - Artur Ribeiro de Aquino; Luis Otávio Alvares; Chiara Renso; Vania Bogorny (GEOINFO, 2013)

Discovering Trajectory Outliers between Regions of Interest. - Vitor Cunha Fontes; Lucas Andre de Alencar; Chiara Renso; Vania Bogorny (GEOINFO, 2013)

Discovering Local and Global Co-Location Patterns in Trajectories with Different Properties. - Fernando José Braz; Vania Bogorny (SBSI, 2013)

Where Have You Been Today? Annotating Trajectories with DayTag. - Salvatore Rinzivillo; Fernando de Lucca Siqueira; Lorenzo Gabrielli; Chiara Renso; Vania Bogorny (SSTD, 2013)

Discovering Semantic Spatial and Spatio-Temporal Outliers from Moving Object Trajectories - Vitor Cunha Fontes; Vania Bogorny (CoRR, 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)

Inferring Drivers Behavior through Trajectory Analysis. - Eduardo M. Carboni; Vania Bogorny (IEEE Conf. on Intelligent Systems (1), 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)

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)

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)

Inferring Relationships from Trajectory Data. - Areli Andreia dos Santos; Andre Salvaro Furtado; Luis Otávio Alvares; Nikos Pelekis; Vania Bogorny (GEOINFO, 2015)

A Rule-based Method for Discovering Trajectory Profiles. - Lucas Andre de Alencar; Luis Otávio Alvares; Chiara Renso; Alessandra Raffaetà; Vania Bogorny (SEKE, 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)

Towards activity recognition in moving object trajectories from Twitter data. - Marco Aurelio Beber; Carlos Andres Ferrero; Renato Fileto; Vania Bogorny (GEOINFO, 2016)

Multiple aspect trajectory data analysis: research challenges and opportunities. - Carlos Andres Ferrero; Luis Otávio Alvares; Vania Bogorny (GEOINFO, 2016)

Detecting avoidance behaviors between moving object trajectories. - Francesco Lettich; Luis Otávio Alvares; Vania Bogorny; Salvatore Orlando 001; Alessandra Raffaetà; Claudio Silvestri (Data Knowl. Eng., 2016)

Multidimensional Similarity Measuring for Semantic Trajectories. - Andre Salvaro Furtado; Despina Kopanaki; Luis Otávio Alvares; Vania Bogorny (Trans. GIS, 2016)

SMoT+NCS: Algorithm for Detecting Non-Continuous Stops. - Francisco Javier Moreno Arboleda; Vania Bogorny; Holver Patiño (Comput. Informatics, 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)

Individual and Group Activity Recognition in Moving Object Trajectories. - Marco Aurelio Beber; Carlos Andres Ferrero; Renato Fileto; Vania Bogorny (J. Inf. Data Manag., 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)

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 (AGILE Conf., 2018)

MOVELETS: exploring relevant subtrajectories for robust trajectory classification. - Carlos Andres Ferrero; Luis Otávio Alvares; Willian Zalewski; Vania Bogorny (SAC, 2018)

Traj2User: exploiting embeddings for computing similarity of users mobile behavior. - Andrea Esuli; Lucas May Petry; Chiara Renso; Vania Bogorny (CoRR, 2018)

A branch and bound strategy for Fast Trajectory Similarity Measuring. - Andre Salvaro Furtado; Laércio Lima Pilla; Vania Bogorny (Data Knowl. Eng., 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 Survey and Comparison of Trajectory Classification Methods. - Camila Leite da Silva; Lucas May Petry; Vania Bogorny (BRACIS, 2019)

Trajectory Data Privacy: Research Challenges and Opportunities. - Tarlis Tortelli Portela; Francisco Vicenzi; Vania Bogorny (GEOINFO, 2019)

Discovering Heterogeneous Subsequences for Trajectory Classification. - Carlos Andres Ferrero; Lucas May Petry; Luis Otávio Alvares; Willian Zalewski; Vania Bogorny (CoRR, 2019)

Unsupervised Behavior Change Detection in Multidimensional Data Streams for Maritime Traffic Monitoring. - Lucas May Petry; Amílcar Soares Júnior 001; Vania Bogorny; Stan Matwin (CoRR, 2019)

SMSM: a similarity measure for trajectory stops and moves. - Andre L. Lehmann; Luis Otávio Alvares; Vania Bogorny (Int. J. Geogr. Inf. Sci., 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)

Towards semantic-aware multiple-aspect trajectory similarity measuring. - Lucas May Petry; Carlos Andres Ferrero; Luis Otávio Alvares; Chiara Renso; Vania Bogorny (Trans. GIS, 2019)

Wise Sliding Window Segmentation: A Classification-Aided Approach for Trajectory Segmentation. - Mohammad Etemad; Zahra Etemad; Amílcar Soares Júnior 001; Vania Bogorny; Stan Matwin; Luís Torgo (Canadian AI, 2020)

Challenges in Vessel Behavior and Anomaly Detection: From Classical Machine Learning to Deep Learning. - Lucas May Petry; Amílcar Soares Júnior 001; Vania Bogorny; Bruno Brandoli; Stan Matwin (Canadian AI, 2020)

Exploring frequency-based approaches for efficient trajectory classification. - Francisco Vicenzi; Lucas May Petry; Camila Leite da Silva; Luis Otávio Alvares; Vania Bogorny (SAC, 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 (SEBD, 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)

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)

Fast Movelet Extraction and Dimensionality Reduction for Robust Multiple Aspect Trajectory Classification. - Tarlis Tortelli Portela; Camila Leite da Silva; Jônata Tyska Carvalho; Vania Bogorny (BRACIS (1), 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 001; Matheus Henrique Schaly; Luis Otávio Alvares; Chiara Renso; Vania Bogorny (BRACIS (1), 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 (ER, 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 001; John Violos (SAC, 2021)

Fast discovery of multidimensional subsequences for robust trajectory classification. - Tarlis Tortelli Portela; Jônata Tyska Carvalho; Vania Bogorny (CoRR, 2021)

Mining frequency-based sequential trajectory co-clusters. - Yuri Santos; Jônata Tyska Carvalho; Vania Bogorny (CoRR, 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)

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)

A Method for Summarizing Trajectories with Multiple Aspects. - Vanessa Lago Machado; Ronaldo dos Santos Mello; Vania Bogorny (DEXA (1), 2022)

Towards a Granular Computing Framework for Multiple Aspect Trajectory Representation and Privacy Preservation: Research Challenges and Opportunities. - Zaineb Chelly Dagdia; Vania Bogorny (FedCSIS (Communication Papers), 2022)

AUTOMATISE: Multiple Aspect Trajectory Data Mining Tool Library. - Tarlis Tortelli Portela; Vania Bogorny; Anna Bernasconi 001; Chiara Renso (MDM, 2022)

SS-OCoClus: A contiguous order-aware method for semantic trajectory co-clustering. - Yuri Santos; Jônata Tyska Carvalho; Vania Bogorny (MDM, 2022)

TraClets: Harnessing the power of computer vision for trajectory classification. - Ioannis Kontopoulos; Antonios Makris; Konstantinos Tserpes; Vania Bogorny (CoRR, 2022)

HiPerMovelets: high-performance movelet extraction for trajectory classification. - Tarlis Tortelli Portela; Jônata Tyska Carvalho; Vania Bogorny (Int. J. Geogr. Inf. Sci., 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 001 (SoftwareX, 2022)

MAT-Index: An index for fast multiple aspect trajectory similarity measuring. - Ana Paula Ramos de Souza; Chiara Renso; Raffaele Perego 001; Vania Bogorny (Trans. GIS, 2022)

MAT-Tree: A Tree-Based Method for Multiple Aspect Trajectory Clustering. - Yuri Santos; Ricardo Giuliani; Vania Bogorny; Mateus Grellert; Jônata Tyska Carvalho (BRACIS (1), 2023)

UltraMovelets: Efficient Movelet Extraction for Multiple Aspect Trajectory Classification. - Tarlis Tortelli Portela; Vanessa Lago Machado; Jônata Tyska Carvalho; Vania Bogorny; Anna Bernasconi 001; Chiara Renso (DEXA (2), 2024)

A survey on the computation of representative trajectories. - Vanessa Lago Machado; Ronaldo dos Santos Mello; Vania Bogorny; Geomar André Schreiner (GeoInformatica, 2024)