José A. F. de Macêdo

According to our database, José A. F. de Macêdo authored at least 156 papers between 2001 and 2024.

Collaborative distances:

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

2024

Trajectory modeling via random utility inverse reinforcement learning.

Anselmo Ramalho Pitombeira Neto, Helano P. Santos, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo

Inf. Sci., March, 2024

2023

Predição de tempo restante para conclusão de processos de negócio utilizando aprendizado profundo.

Ronildo Oliveira da Silva, Regis Pires Magalhães, Lívia Almada Cruz, Críston Pereira de Souza, Davi Romero de Vasconcelos, José Antônio Fernandes de Macêdo

Proceedings of the 38th Brazilian Symposium on Databases, 2023

Automatic Machine Learning Applied to Electrical Biosignals: A Selective Review.

João Araújo Castelo Branco, Bruno Torres Marques, Lívia Almada Cruz, Regis Pires Magalhães, José Antônio Fernandes de Macêdo

Proceedings of the 19th IEEE International Conference on e-Science, 2023

Tracking the Evolution of Covid-19 Symptoms through Clinical Conversations.

Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Regis Pires Magalhães

Proceedings of the 5th Clinical Natural Language Processing Workshop, 2023

2022

Modeling Trajectories Obtained from External Sensors for Location Prediction via NLP Approaches.

Lívia Almada Cruz, Ticiana Linhares Coelho da Silva, Regis Pires Magalhães, Wilken Charles Dantas Melo, Matheus G. Cordeiro, José Antônio Fernandes de Macêdo, Karine Zeitouni

Sensors, 2022

On the design of a similarity function for sparse binary data with application on protein function annotation.

Marcelo B. A. Veras, Bishnu Sarker, Sabeur Aridhi, João P. P. Gomes, José A. F. de Macêdo, Engelbert Mephu Nguifo, Marie-Dominique Devignes, Malika Smaïl-Tabbone

Knowl. Based Syst., 2022

Evaluation of Automatic Speech Recognition Approaches.

Regis Pires Magalhães, Daniel Jean Rodrigues Vasconcelos, Guilherme Sales Fernandes, Lívia Almada Cruz, Matheus Xavier Sampaio, José Antônio Fernandes de Macêdo, Ticiana Linhares Coelho da Silva

J. Inf. Data Manag., 2022

HELD: Hierarchical entity-label disambiguation in named entity recognition task using deep learning.

Bárbara Stéphanie Neves Oliveira, Andreza Fernandes de Oliveira, Vinicius Monteiro de Lira, Ticiana Linhares Coelho da Silva, José Antônio Fernandes de Macêdo

Intell. Data Anal., 2022

Enhancing Geocoding of Adjectival Toponyms With Heuristics.

Breno Dourado Sá, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo

Proceedings of the LREC 2022 workshop on Natural Language Processing for Political Sciences, 2022

2021

Using Inverted Index for Fingerprint Search.

Johnny Marcos S. Soares, Luciano Barbosa, Paulo Antonio Leal Rego, Regis Pires Magalhães, José Antônio Fernandes de Macêdo

J. Inf. Data Manag., 2021

Speed prediction in large and dynamic traffic sensor networks.

Regis Pires Magalhães, Francesco Lettich, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Raffaele Perego, Chiara Renso, Roberto Trani

Inf. Syst., 2021

Improving the Creation of Hot Spot Policing Patrol Routes: Comparing Cognitive Heuristic Performance to an Automated Spatial Computation Approach.

Spencer P. Chainey, Jhonata A. S. Matias, Francisco C. F. Nunes Junior, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Regis Pires Magalhães, José F. de Queiroz Neto, Wellington C. P. Silva

ISPRS Int. J. Geo Inf., 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

Location prediction: a deep spatiotemporal learning from external sensors data.

Lívia Almada Cruz, Karine Zeitouni, Ticiana Linhares Coelho da Silva, José Antônio Fernandes de Macêdo, José Soares da Silva

Distributed Parallel Databases, 2021

Energy disruptive centrality with an application to criminal network.

Ricardo Lopes de Andrade, Leandro Chaves Rêgo, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Wellington C. P. Silva

Commun. Nonlinear Sci. Numer. Simul., 2021

Evaluation of Automatic Speech Recognition Systems.

Matheus Xavier Sampaio, Regis Pires Magalhães, Ticiana Linhares Coelho da Silva, Lívia Almada Cruz, Davi Romero de Vasconcelos, José Antônio Fernandes de Macêdo, Marianna Gonçalves Fontenele Ferreira

Proceedings of the 36th Brazilian Symposium on Databases, 2021

Crime Monitor: Monitoring Criminals from Trajectory Data.

Nicksson Ckayo Arrais de Freitas, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Luís César M. de Vasconcelos, Francisco C. F. Nunes Junior

Proceedings of the 22nd IEEE International Conference on Mobile Data Management, 2021

Predicting the Next Location for Trajectories From Stolen Vehicles.

José S. da Silva Neto, Ticiana L. Coelho da Silva, Lívia Almada Cruz, Vinicius Monteiro de Lira, José Antônio Fernandes de Macêdo, Regis Pires Magalhães, Lucas Gaspar Peres

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

RMkNN and KNORA-IU: Combining Imbalanced Dynamic Selection Techniques for Credit Scoring.

Leopoldo Melo Junior, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Chiara Renso

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Using Deep Learning for Trajectory Classification.

Nicksson C. A. Freitas, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Leopoldo Melo Junior, Matheus G. Cordeiro

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

Using deep learning for trajectory classification in imbalanced dataset.

Nicksson Ckayo Arrais de Freitas, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Leopoldo Melo Junior

Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021

2020

Special issue on "Advances on Large Evolving Graphs".

Sabeur Aridhi, José A. F. de Macêdo, Engelbert Mephu Nguifo, Karine Zeitouni

Future Gener. Comput. Syst., 2020

Leveraging feature selection to detect potential tax fraudsters.

Tales Matos, José A. F. de Macêdo, Francesco Lettich, José Maria Monteiro, Chiara Renso, Raffaele Perego, Franco Maria Nardini

Expert Syst. Appl., 2020

A novel approach to define the local region of dynamic selection techniques in imbalanced credit scoring problems.

Leopoldo Melo Junior, Franco Maria Nardini, Chiara Renso, Roberto Trani, José Antônio Fernandes de Macêdo

Expert Syst. Appl., 2020

Indexando Impressões Digitais Utilizando Índice Invertido: Uma Investigação Inicial.

Johnny Marcos Silva Soares, Luciano Barbosa, Paulo Antonio Leal Rego, Regis Pires Magalhães, José Antônio Fernandes de Macêdo

Proceedings of the 35th Brazilian Symposium on Databases, 2020

Online Clustering of Trajectories in Road Networks.

Ticiana L. Coelho da Silva, Francesco Lettich, José Antônio Fernandes de Macêdo, Karine Zeitouni, Marco A. Casanova

Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

A Novel Approach for Automatic Enhancement of Fingerprint Images via Deep Transfer Learning.

Aldísio Gonçalves Medeiros, João P. B. Andrade, Paulo Bruno S. Serafim, Alexandre M. M. Santos, José G. R. Maia, Fernando Antonio Mota Trinta, José A. F. de Macêdo, Pedro P. R. Filho, Paulo A. L. Rego

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Vehicle Re-Identification by Deep Feature Embedding and Approximate Nearest Neighbors.

Artur O. R. Franco, Felipe F. Soares, Aloísio Vieira Lira Neto, José A. F. de Macêdo, Paulo A. L. Rego, Fernando A. C. Gomes, José G. R. Maia

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Anomaly Detection in Trajectory Data with Normalizing Flows.

Madson L. D. Dias, César Lincoln C. Mattos, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Wellington C. P. Silva

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Prediction of crime location in a brazilian city using regression techniques.

Andrio Rodrigo Corrêa da Silva, Iális Cavalcante de Paula Júnior, Ticiana Linhares Coelho da Silva, José Antônio Fernandes de Macêdo, Wellington Clay Porcino Silva

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Model-centered Ensemble for Anomaly Detection in Time Series.

Erick L. Trentini, Ticiana L. Coelho da Silva, Leopoldo Melo Junior, José A. F. de Macêdo

Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

Sentence Compression on Domains with Restricted Labeled Data Availability.

Felipe Melo Soares, Ticiana L. Coelho da Silva, José A. F. de Macêdo

Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

Exploiting points of interest for predictive policing.

Luís Gustavo Coutinho do Rêgo, Ticiana Linhares Coelho da Silva, Regis Pires Magalhães, José Antônio Fernandes de Macêdo, Wellington Clay Porcino Silva

Proceedings of the ARIC@SIGSPATIAL 2020: Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities, 2020

A Study about the Impact of Encryption Support on a Mobile Cloud Computing Framework.

Francisco A. A. Gomes, Paulo A. L. Rego, Fernando Antonio Mota Trinta, Windson Viana, Francisco Airton Silva, José A. F. de Macêdo, José N. de Souza

Proceedings of the 10th International Conference on Cloud Computing and Services Science, 2020

Aspect Term Extraction Using Deep Learning Model with Minimal Feature Engineering.

Felipe Zschornack Rodrigues Saraiva, Ticiana Linhares Coelho da Silva, José Antônio Fernandes de Macêdo

Proceedings of the Advanced Information Systems Engineering, 2020

Template-Based Multi-solution Approach for Data-to-Text Generation.

Abelardo Vieira Mota, Ticiana Linhares Coelho da Silva, José Antônio Fernandes de Macêdo

Proceedings of the Advances in Databases and Information Systems, 2020

2019

Time Series Forecasting to Support Irrigation Management.

Dieinison Jack Freire Braga, Ticiana L. Coelho da Silva, Atslands Rego da Rocha, Gustavo Coutinho, Regis Pires Magalhães, Paulo T. Guerra, José A. F. de Macêdo, Simone D. J. Barbosa

J. Inf. Data Manag., 2019

Novel approach for Label Disambiguation via Deep Learning.

Ticiana L. Coelho da Silva, Natanael da Silva Araujú, José Antônio Fernandes de Macêdo, David Araújo, Felipe Melo Soares, Paulo A. L. Rego, Aloisio Vieira Lira Neto

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2019

On combining dynamic selection, sampling, and pool generators for credit scoring.

Leopoldo Melo Junior, Franco Maria Nardini, Chiara Renso, José Antônio Fernandes de Macêdo

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2019

SumOpinions: Automatic Summarization of Reviews about Tourist Places.

João Holanda Freires Junior, José Antônio Fernandes de Macêdo, Igo Ramalho Brilhante

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2019

TrajSense: Trajectory Prediction from Sparse and Missing External Sensor Data.

Lívia Almada Cruz, Karine Zeitouni, José Antônio Fernandes de Macêdo, Igo Ramalho Brilhante

Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

Trajectory Prediction from a Mass of Sparse and Missing External Sensor Data.

Lívia Almada Cruz, Karine Zeitouni, José Antônio Fernandes de Macêdo

Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

A Method based on Convolutional Neural Networks for Fingerprint Segmentation.

Paulo Bruno S. Serafim, Aldísio Gonçalves Medeiros, Paulo A. L. Rego, José Gilvan Rodrigues Maia, Fernando Antonio Mota Trinta, Marcio E. F. Maia, José Antônio Fernandes de Macêdo, Aloísio Vieira Lira Neto

Proceedings of the International Joint Conference on Neural Networks, 2019

Database system comparison based on spatiotemporal functionality.

Antonios Makris, Konstantinos Tserpes, Dimosthenis Anagnostopoulos, Mara Nikolaidou, José Antônio Fernandes de Macêdo

Proceedings of the 23rd International Database Applications & Engineering Symposium, 2019

KNORA-IU: Improving the Dynamic Selection Prediction in Imbalanced Credit Scoring Problems.

Leopoldo Melo Junior, Franco Maria Nardini, Chiara Renso, José A. F. de Macêdo

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

An Empirical Comparison of Classification Algorithms for Imbalanced Credit Scoring Datasets.

Leopoldo Soares de Melo Junior, Franco Maria Nardini, Chiara Renso, José Antônio Fernandes de Macêdo

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

A Novel Approach to Approximate Crime Hotspots to the Road Network.

Francisco C. F. Nunes Junior, Ticiana L. Coelho da Silva, José F. de Queiroz Neto, José Antônio Fernandes de Macêdo, Wellington Clay Porcino

Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Prediction of Human Mobility, 2019

Ontology-Schema Based Query by Example.

Lucas Peres, Ticiana L. Coelho da Silva, José A. F. de Macêdo, David Araújo

Proceedings of the Conceptual Modeling - 38th International Conference, 2019

Virtualized Ontology Query By Example.

Lucas Peres, Ticiana L. Coelho da Silva, José A. F. de Macêdo, David Araújo

Proceedings of the ER Forum and Poster & Demos Session 2019 on Publishing Papers with CEUR-WS co-located with 38th International Conference on Conceptual Modeling (ER 2019), 2019

Improving Named Entity Recognition using Deep Learning with Human in the Loop.

Ticiana L. Coelho da Silva, Regis Pires Magalhães, José A. F. de Macêdo, David Araújo, Natanael Araújo, Vinícius Teixeira de Melo, Pedro Olímpio, Paulo A. L. Rego, Aloisio Vieira Lira Neto

Proceedings of the Advances in Database Technology, 2019

2018

Crowdsourced Social Data for Recommending Tourist Itineraries.

Igo Ramalho Brilhante, Franco Maria Nardini, José Antônio Fernandes de Macêdo, Raffaele Perego, Chiara Renso

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Item-driven group formation.

Daniel Valcarce, Igo Ramalho Brilhante, José A. F. de Macêdo, Franco Maria Nardini, Raffaele Perego, Chiara Renso

Online Soc. Networks Media, 2018

Real-time discovery of hot routes on trajectory data streams using interactive visualization based on GPU.

George A. M. Gomes, Emanuele Marques dos Santos, Creto Augusto Vidal, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo

Comput. Graph., 2018

Big Data Analytics Technologies and Platforms: A Brief Review.

Ticiana L. Coelho da Silva, Regis Pires Magalhães, Igo Ramalho Brilhante, José A. F. de Macêdo, David Araújo, Paulo A. L. Rego, Aloisio Vieira Lira Neto

Proceedings of the Latin America Data Science Workshop co-located with 44th International Conference on Very Large Data Bases (VLDB 2018), 2018

Optimization of Urban Semaphore Times Turning into JSSP.

Antonio M. R. Almeida, José A. F. de Macêdo, Javam C. Machado

Proceedings of the Poster Track of the Workshop on Big Social Data and Urban Computing co-located with BiDU 2018 at VLDB 2018, 2018

Investigando a Relação das Refatorações de Código com os Sentimentos de Mensagens de Commit.

Jordão M. de Souza, Ticiana L. Coelho da Silva, Críston Pereira de Souza, Carla Ilane Moreira Bezerra, Lincoln S. Rocha, José Antônio Fernandes de Macêdo

Proceedings of the XXXIII Simpósio Brasileiro de Banco de Dados, 2018

Pytology: rumo ao Cálculo de Relevância sobre Dados RDF.

Victor V. Barros Leal, José Antônio Fernandes de Macêdo, Lucas Peres, David Araújo

Proceedings of the XXXIII Simpósio Brasileiro de Banco de Dados, 2018

Time Series Forecasting for Purposes of Irrigation Management Process.

Dieinison Jack Freire Braga, Ticiana L. Coelho da Silva, Atslands Rego da Rocha, Gustavo Coutinho, Regis Pires Magalhães, Paulo T. Guerra, José A. F. de Macêdo

Proceedings of the XXXIII Simpósio Brasileiro de Banco de Dados, 2018

TrajectMe: Planning sightseeing tours with Hotel Selection from Trajectory Data.

Emanuel Oliveira, Igo Ramalho Brilhante, José Antônio Fernandes de Macêdo

Proceedings of the 2nd ACM SIGSPATIAL Workshop on Recommendations for Location-based Services and Social Networks, 2018

Trajectory Prediction from External Sensor Data using Recurrent Neural Networks.

Lívia Almada Cruz, Karine Zeitouni, José A. F. de Macêdo

Proceedings of the 1st International Conference on Big Data and Cyber-Security Intelligence, 2018

2017

Visual Analysis of Predictive Suffix Trees for Discovering Movement Patterns and Behaviors.

Antonio José Melo Leite Júnior, Emanuele Marques dos Santos, Creto Augusto Vidal, José Antônio Fernandes de Macêdo

Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017

Estratégia Distribuída para Análise de Assuntos Abordados no Twitter Via Evolução de Clusters.

Priscila Rocha Ferreira Rodrigues, Ticiana L. Coelho da Silva, José Maria da Silva Monteiro Filho, José Antônio Fernandes de Macêdo

Proceedings of the XXXII Simpósio Brasileiro de Banco de Dados, 2017

ParallelNACluster: Uma estratégia paralela de clusterização para o casamento de múltiplos catálogos.

Vinícius Pires de Moura Freire, Fábio Porto, José A. F. de Macêdo

Proceedings of the XXXII Simpósio Brasileiro de Banco de Dados, 2017

Ligações Semânticas Utilizando Predicados SKOS.

Ricardo Ávila, Salomão Santos, David Araújo, Vânia Maria P. Vidal, José A. F. de Macêdo

Proceedings of the XXXII Simpósio Brasileiro de Banco de Dados, 2017

A Distributed Framework for Large-Scale Time-Dependent Graph Analysis.

Wissem Inoubli, Lívia Almada Cruz, Ticiana Linhares Coelho da Silva, Gustavo Coutinho, Lucas Peres, Regis Pires Magalhães, José Antônio Fernandes de Macêdo, Sabeur Aridhi, Engelbert Mephu Nguifo

Proceedings of the Workshop on Large-Scale Time Dependent Graphs (TD-LSG 2017) co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), 2017

Finding the Nearest Service Provider on Time-Dependent Road Networks.

Lívia Almada Cruz, Francesco Lettich, Leopoldo Soares Júnior, Regis Pires Magalhães, José Antônio Fernandes de Macêdo

Proceedings of the Workshop on Large-Scale Time Dependent Graphs (TD-LSG 2017) co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), 2017

Framework Baseado em Ontologias para Publicação e Integração Semântica de Glossários (An Ontology-based Framework for Publishing, Semantic Integration of Glossaries).

Ricardo Ávila, David Araújo, Gabriel Lopes, Vânia Maria P. Vidal, José Antônio Fernandes de Macêdo

Proceedings of the IX Seminar on Ontology Research in Brazil and I Doctoral and Masters Consortium on Ontologies, 2017

Semantic Links Using SKOS Predicates.

Ricardo Ávila, Salomão Santos, David Araújo, Vânia Maria Ponte Vidal, José Antônio Fernandes de Macêdo

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017

An Accurate Tax Fraud Classifier with Feature Selection based on Complex Network Node Centrality Measure.

Tales Matos, José Antônio Fernandes de Macêdo, José Maria Monteiro, Francesco Lettich

Proceedings of the ICEIS 2017, 2017

An Approach to Evaluate the Impact on Travel Time of Bus Network Changes.

Kathrin Rodríguez Llanes, Marco A. Casanova, Hélio Lopes, José Antônio Fernandes de Macêdo

Proceedings of the ICEIS 2017, 2017

On computing travel time functions from Trajectory Data Streams.

Samara Martins do Nascimento, José Antônio Fernandes de Macêdo, Hélio Côrtes Vieira Lopes, Ticiana L. Coelho da Silva, Marco Antonio Casanova, Javam de Castro Machado

Proceedings of the 8th ACM SIGSPATIAL Workshop on GeoStreaming, 2017

GPS2GR: Optimized Urban Green Routes based on GPS Trajectories.

Antonio M. R. Almeida, Jose L. A. Leite, José A. F. de Macêdo, Javam C. Machado

Proceedings of the 8th ACM SIGSPATIAL Workshop on GeoStreaming, 2017

2016

A methodology for traffic-related Twitter messages interpretation.

Fábio da Costa Albuquerque, Marco A. Casanova, Hélio Lopes, Luciana R. Redlich, José Antônio Fernandes de Macêdo, Melissa Lemos, Marcelo Tílio Monteiro de Carvalho, Chiara Renso

Comput. Ind., 2016

Dinâmica de Temas Abordados no Twitter Via Evolução de Clusters.

Priscila R. F. Rodrigues, Ticiana L. Coelho da Silva, Flávio R. C. Sousa, Regis Pires Magalhães, José Antônio Fernandes de Macêdo

Proceedings of the 31º Simpósio Brasileiro de Banco de Dados, 2016

A Framework for Online Mobility Pattern Discovery from Trajectory Data Streams.

Ticiana L. Coelho da Silva, Karine Zeitouni, José Antônio Fernandes de Macêdo, Marco A. Casanova

Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016

Online Clustering of Trajectory Data Stream.

Ticiana L. Coelho da Silva, Karine Zeitouni, José Antônio Fernandes de Macêdo

Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016

Taxi, Please! A Nearest Neighbor Query in Time-Dependent Road Networks.

Mirla Rafaela Rafael Braga Chucre, Samara Martins do Nascimento, José Antônio Fernandes de Macêdo, José Maria Monteiro, Marco Antonio Casanova

Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016

Group Finder: An Item-Driven Group Formation Framework.

Igo Ramalho Brilhante, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Raffaele Perego, Chiara Renso

Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016

DMM: A distributed map-matching algorithm using the MapReduce paradigm.

Antonio M. R. Almeida, Maria Isabel Vasconcelos Lima, José Antônio Fernandes de Macêdo, Javam C. Machado

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

User-Item Group Formation with GroupFinder.

Chiara Renso, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Raffaele Perego, Igo Ramalho Brilhante

Proceedings of the 7th Italian Information Retrieval Workshop, 2016

CUTiS: optimized online ClUstering of Trajectory data Stream.

Ticiana L. Coelho da Silva, Karine Zeitouni, José Antônio Fernandes de Macêdo, Marco A. Casanova

Proceedings of the 20th International Database Engineering & Applications Symposium, 2016

TPRED: a Spatio-Temporal Location Predictor Framework.

Cleilton L. Rocha, Igo Ramalho Brilhante, Francesco Lettich, José Antônio Fernandes de Macêdo, Alessandra Raffaetà, Rossana M. de Castro Andrade, Salvatore Orlando

Proceedings of the 20th International Database Engineering & Applications Symposium, 2016

On computing temporal functions for a time-dependent networks using trajectory data.

Samara Martins do Nascimento, Mirla Rafaela Rafael Braga Chucre, José Antônio Fernandes de Macêdo, José Maria Monteiro, Marco Antonio Casanova

Proceedings of the 20th International Database Engineering & Applications Symposium, 2016

Usability and UX Evaluation of a Mobile Social Application to Increase Students-Faculty Interactions.

Ticianne G. R. Darin, Rossana M. de Castro Andrade, José Antônio Fernandes de Macêdo, David Araújo, Lana B. Mesquita, Jaime Sánchez

Proceedings of the HCI International 2016 - Posters' Extended Abstracts, 2016

On computing temporal functions for time-dependent networks using <i>trajectory data streams</i>.

Samara Martins do Nascimento, José Antônio Fernandes de Macêdo, Mirla Rafaela Rafael Braga Chucre, Marco Antonio Casanova, Javam C. Machado

Proceedings of the 7th ACM SIGSPATIAL International Workshop on GeoStreaming, 2016

On-Line Mobility Pattern Discovering using Trajectory Data.

Ticiana L. Coelho da Silva, Karine Zeitouni, José Antônio Fernandes de Macêdo, Marco A. Casanova

Proceedings of the 19th International Conference on Extending Database Technology, 2016

2015

Planning sightseeing tours using crowdsensed trajectories.

Igo Ramalho Brilhante, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Raffaele Perego, Chiara Renso

ACM SIGSPATIAL Special, 2015

On planning sightseeing tours with TripBuilder.

Igo Ramalho Brilhante, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Raffaele Perego, Chiara Renso

Inf. Process. Manag., 2015

G2P: A Partitioning Approach for Processing DBSCAN with MapReduce.

Antônio Cavalcante Araújo Neto, Ticiana Linhares Coelho da Silva, Victor Aguiar Evangelista de Farias, José Antônio Fernandes de Macêdo, Javam de Castro Machado

Proceedings of the Web and Wireless Geographical Information Systems, 2015

Scaling up the Mining of Semantically-enriched Trajectories: TripBuilder at the World Level.

Igo Ramalho Brilhante, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Raffaele Perego, Chiara Renso

Proceedings of the 6th Italian Information Retrieval Workshop, 2015

An Empirical Method for Discovering Tax Fraudsters: A Real Case Study of Brazilian Fiscal Evasion.

Tales Matos, José Antônio Fernandes de Macêdo, José Maria Monteiro

Proceedings of the 19th International Database Engineering & Applications Symposium, 2015

Graphast: an extensible framework for building applications on time-dependent networks.

Regis Pires Magalhães, Gustavo Coutinho, José Antônio Fernandes de Macêdo, Camila Ferreira Costa, Lívia A. Cruz, Mario A. Nascimento

Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

Optimal time-dependent sequenced route queries in road networks.

Camila F. Costa, Mario A. Nascimento, José Antônio Fernandes de Macêdo, Yannis Theodoridis, Nikos Pelekis, Javam C. Machado

Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

Aggregate k-nearest neighbors queries in time-dependent road networks.

Camila Ferreira Costa, Javam C. Machado, Mario A. Nascimento, José Antônio Fernandes de Macêdo

Proceedings of the 4th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, 2015

SWOT: A Conceptual Data Warehouse Model for Semantic Trajectories.

Maria Carolina Torres da Silva, Valéria Cesário Times, José Antônio Fernandes de Macêdo, Chiara Renso

Proceedings of the ACM Eighteenth International Workshop on Data Warehousing and OLAP, 2015

2014

On Using an Online, Automatic and Non-Intrusive Approach for Rewriting SQL Queries.

Arlino H. M. de Araújo, José Maria Monteiro, José Antônio Fernandes de Macêdo, Júlio A. Tavares, Angelo Brayner, Sérgio Lifschitz

J. Inf. Data Manag., 2014

A*-based Solutions for KNN Queries with Operating Time Constraints in Time-Dependent Road Networks.

Camila F. Costa, Mario A. Nascimento, José Antônio Fernandes de Macêdo, Javam C. Machado

Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

Towards an Efficient and Distributed DBSCAN Algorithm Using MapReduce.

Ticiana L. Coelho da Silva, Antônio C. Araújo Neto, Regis Pires Magalhães, Victor A. E. de Farias, José Antônio Fernandes de Macêdo, Javam C. Machado

Proceedings of the Enterprise Information Systems - 16th International Conference, 2014

Efficient and Distributed DBScan Algorithm Using MapReduce to Detect Density Areas on Traffic Data.

Ticiana L. Coelho da Silva, Antônio C. Araújo Neto, Regis Pires Magalhães, Victor A. E. de Farias, José Antônio Fernandes de Macêdo, Javam C. Machado

Proceedings of the ICEIS 2014, 2014

Discovering frequent mobility patterns on moving object data.

Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Marco A. Casanova

Proceedings of the Third ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, 2014

TripBuilder: A Tool for Recommending Sightseeing Tours.

Igo Ramalho Brilhante, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Raffaele Perego, Chiara Renso

Proceedings of the Advances in Information Retrieval, 2014

NACluster: A Non-supervised Clustering Algorithm for Matching Multi Catalogues.

Vinícius Pires de Moura Freire, Fábio André Machado Porto, José Antônio Fernandes de Macêdo, Reza Akbarinia

Proceedings of the 10th IEEE International Conference on e-Science, 2014

2013

How you move reveals who you are: understanding human behavior by analyzing trajectory data.

Chiara Renso, Miriam Baglioni, José Antônio Fernandes de Macêdo, Roberto Trasarti, Monica Wachowicz

Knowl. Inf. Syst., 2013

Approaches to Model Query Interactions.

Manoel Siqueira, José Maria Monteiro, Angelo Brayner, José Antônio Fernandes de Macêdo, Javam C. Machado

J. Inf. Data Manag., 2013

Non-Intrusive Elastic Query Processing in the Cloud.

Ticiana L. Coelho da Silva, Mario A. Nascimento, José Antônio Fernandes de Macêdo, Flávio R. C. Sousa, Javam C. Machado

J. Comput. Sci. Technol., 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

Estimating Time-Dependent speed functions using a Gravity Model over Road Network.

Paolo Cintia, Roberto Trasarti, Camila Ferreira Costa, Lívia Almada Cruz, José Antônio Fernandes de Macêdo

Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

Point of Interest Communities Discovery over Mobility Data.

Igo Ramalho Brilhante, Michele Berlingerio, Roberto Trasarti, Chiara Renso, José Antônio Fernandes de Macêdo, Marco Antonio Casanova

Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

On Using an Automatic, Autonomous and Non-Intrusive Approach for Rewriting SQL Queries.

Arlino H. M. de Araújo, José Maria Monteiro, José Antônio Fernandes de Macêdo, Júlio A. Tavares, Angelo Brayner, Sérgio Lifschitz

Proceedings of the XXVIII Simpósio Brasileiro de Banco de Dados - Short Papers, Recife, Pernambuco, Brasil, September 30, 2013

A Gravity Model for Speed Estimation over Road Network.

Paolo Cintia, Roberto Trasarti, José Antônio Fernandes de Macêdo, Lívia Almada Cruz, Camila Ferreira Costa

Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

A Proactive Application to Monitor Truck Fleets.

Fábio da Costa Albuquerque, Marco A. Casanova, José Antônio Fernandes de Macêdo, Marcelo Tílio Monteiro de Carvalho, Chiara Renso

Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

QEF-LD - A Query Engine for Distributed Query Processing on Linked Data.

Regis Pires Magalhães, José Maria Monteiro, Vânia Maria P. Vidal, José Antônio Fernandes de Macêdo, Macedo Sousa Maia, Fábio Porto, Marco A. Casanova

Proceedings of the ICEIS 2013, 2013

Ontologies as Theories.

Marco A. Casanova, Ângela M. A. Pinheiro, José Antônio Fernandes de Macêdo, Eveline R. Sacramento, Vânia Maria Ponte Vidal

Proceedings of the ICEIS 2013, 2013

Average Speed Estimation for Road Networks based on GPS Raw Trajectories.

Ivanildo Barbosa, Marco Antonio Casanova, Chiara Renso, José Antônio Fernandes de Macêdo

Proceedings of the ICEIS 2013, 2013

Nearest neighbor queries with service time constraints in time-dependent road networks.

Camila F. Costa, Mario A. Nascimento, José Antônio Fernandes de Macêdo, Javam C. Machado

Proceedings of the Second ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, 2013

Mob-Warehouse: A Semantic Approach for Mobility Analysis with a Trajectory Data Warehouse.

Ricardo Wagner, José Antônio Fernandes de Macêdo, Alessandra Raffaetà, Chiara Renso, Alessandro Roncato, Roberto Trasarti

Proceedings of the Advances in Conceptual Modeling, 2013

Where shall we go today?: planning touristic tours with tripbuilder.

Igo Ramalho Brilhante, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Raffaele Perego, Chiara Renso

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

k-Nearest Neighbors Queries in Time-Dependent Road Networks.

Lívia A. Cruz, Mario A. Nascimento, José Antônio Fernandes de Macêdo

J. Inf. Data Manag., 2012

Approaches to Model Query Interactions.

Manoel Siqueira, José Maria Monteiro, José Antônio Fernandes de Macêdo, Javam C. Machado

Proceedings of the XXVII Simpósio Brasileiro de Banco de Dados, 2012

Querying Trajectories through Model Checking based on Timed Automata.

Diego V. Simões S., Henrique Viana, Nicolas Markey, José Antônio Fernandes de Macêdo

Proceedings of the XXVII Simpósio Brasileiro de Banco de Dados, 2012

Desenvolvimento de Linked Data Mashups com o uso de LIDMS.

Regis Pires Magalhães, Macedo Sousa Maia, Vânia Maria Ponte Vidal, José Antônio Fernandes de Macêdo, José Maria Monteiro, Fábio André Machado Porto

Proceedings of the XXVII Simpósio Brasileiro de Banco de Dados, 2012

Operations over Lightweight Ontologies.

Marco A. Casanova, José Antônio Fernandes de Macêdo, Eveline R. Sacramento, Ângela M. A. Pinheiro, Vânia Maria Ponte Vidal, Karin Koogan Breitman, António L. Furtado

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012, 2012

ComeTogether: Discovering Communities of Places in Mobility Data.

Igo Ramalho Brilhante, Michele Berlingerio, Roberto Trasarti, Chiara Renso, José Antônio Fernandes de Macêdo, Marco Antonio Casanova

Proceedings of the 13th IEEE International Conference on Mobile Data Management, 2012

Dealing with inconsistencies in linked data mashups.

Eveline R. Sacramento, Marco A. Casanova, Karin Koogan Breitman, António L. Furtado, José Antônio Fernandes de Macêdo, Vânia Maria Ponte Vidal

Proceedings of the 16th International Database Engineering & Applications Symposium, 2012

Proactive Monitoring of Moving Objects.

Fábio da Costa Albuquerque, Ivanildo Barbosa, Marco Antonio Casanova, Marcelo Tílio Monteiro de Carvalho, José Antônio Fernandes de Macêdo

Proceedings of the ICEIS 2012 - Proceedings of the 14th International Conference on Enterprise Information Systems, Volume 1, Wroclaw, Poland, 28 June, 2012

Towards non-intrusive elastic query processing in the cloud.

Ticiana L. Coelho da Silva, Mario A. Nascimento, José Antônio Fernandes de Macêdo, Flávio R. C. Sousa, Javam C. Machado

Proceedings of the Fourth International Workshop on Cloud Data Management, 2012

Constraint Reuse in DL-Lite Core with Arbitrary Number Restrictions.

Marco A. Casanova, Karin Koogan Breitman, António L. Furtado, Vânia Maria Ponte Vidal, José Antônio Fernandes de Macêdo, Eveline R. Sacramento

Proceedings of the 6th Alberto Mendelzon International Workshop on Foundations of Data Management, 2012

On the Problem of Matching Database Schemas.

Marco A. Casanova, Karin Koogan Breitman, António L. Furtado, Vânia Maria Ponte Vidal, José Antônio Fernandes de Macêdo

Proceedings of the Conquering Complexity, 2012

2011

From Conceptual Modeling to Logical Representation of Trajectories in DBMS-OR and DW Systems.

Bruno de C. Leal, José Antônio Fernandes de Macêdo, Valéria Cesário Times, Marco A. Casanova, Vânia Maria Ponte Vidal, Marcelo Tílio Monteiro de Carvalho

J. Inf. Data Manag., 2011

Query Processing in a Mediator Based Framework for Linked Data Integration.

Vânia Maria Ponte Vidal, José Antônio Fernandes de Macêdo, João Carlos Pinheiro, Marco A. Casanova, Fábio Porto

Int. J. Bus. Data Commun. Netw., 2011

Uma Linguagem para Correspondência de Padrões Espaço-temporais em Trajetórias Semânticas.

Diego Victor Simões de Sousa, José Antônio Fernandes de Macêdo

Proceedings of the XXVI Simpósio Brasileiro de Banco de Dados, 2011

Uma Abordagem para Matching Icremental entre Ontologias.

Fernando Wagner Filho, José Antônio Fernandes de Macêdo, Bernadette Farias Lóscio

Proceedings of the XXVI Simpósio Brasileiro de Banco de Dados, 2011

The Role of Constraints in Linked Data.

Marco A. Casanova, Karin Koogan Breitman, António L. Furtado, Vânia Maria Ponte Vidal, José Antônio Fernandes de Macêdo, Raphael do Vale Amaral Gomes, Percy Enrique Rivera Salas

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2011, 2011

An incremental and user feedback-based ontology matching approach.

Fernando Wagner Filho, José Antônio Fernandes de Macêdo, Bernadette Farias Lóscio

Proceedings of the iiWAS'2011, 2011

Trajectory data analysis using complex networks.

Igo Ramalho Brilhante, José Antônio Fernandes de Macêdo, Chiara Renso, Marco A. Casanova

Proceedings of the 15th International Database Engineering and Applications Symposium (IDEAS 2011), September 21, 2011

Trajectory Semantic Visualization.

Stanimir Bakshev, Laura Spinsanti, José Antônio Fernandes de Macêdo, Creto Augusto Vidal, Marco A. Casanova

Proceedings of the ICEIS 2011, 2011

2010

Towards Automatic Generation of Application Ontologies.

Eveline R. Sacramento, Vânia Maria Ponte Vidal, José Antônio Fernandes de Macêdo, Bernadette Farias Lóscio, Fernanda Lígia R. Lopes, Marco A. Casanova

J. Inf. Data Manag., 2010

Query processing in a three-level ontology-based data integration system.

João Carlos Pinheiro, Vânia Maria Ponte Vidal, José Antônio Fernandes de Macêdo, Eveline R. Sacramento, Marco A. Casanova, Fábio Porto

Proceedings of the iiWAS'2010, 2010

Towards Automatic Generation of Application Ontologies.

Eveline R. Sacramento, Vânia Maria Ponte Vidal, José Antônio Fernandes de Macêdo, Bernadette Farias Lóscio, Fernanda Lígia R. Lopes, Fernando Cordeiro Lemos, Marco A. Casanova

Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 1, DISI, Funchal, Madeira, Portugal, June 8, 2010

2009

An Ontology-Based Framework for Heterogeneous Data Sources Integration.

Vânia Maria P. Vidal, João Carlos Pinheiro, Eveline R. Sacramento, José Antônio Fernandes de Macêdo, Bernadette Farias Lóscio

RITA, 2009

Efficient Decision Procedures for Query Containment and Related Problems.

Tanara Lauschner, Marco A. Casanova, Vânia Maria Ponte Vidal, José Antônio Fernandes de Macêdo

Proceedings of the XXIV Simpósio Brasileiro de Banco de Dados, 2009

An Ontology-Based Framework for Geographic Data Integration.

Vânia Maria Ponte Vidal, Eveline R. Sacramento, José Antônio Fernandes de Macêdo, Marco A. Casanova

Proceedings of the Advances in Conceptual Modeling - Challenging Perspectives, 2009

Towards Semantic Interpretation of Movement Behavior.

Miriam Baglioni, José Antônio Fernandes de Macêdo, Chiara Renso, Roberto Trasarti, Monica Wachowicz

Proceedings of the Advances in GIScience, 2009

2008

Trajectory Data Models.

José Antônio Fernandes de Macêdo, Christelle Vangenot, Walied Othman, Nikos Pelekis, Elias Frentzos, Bart Kuijpers, Irene Ntoutsi, Stefano Spaccapietra, Yannis Theodoridis

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

A conceptual view on trajectories.

Stefano Spaccapietra, Christine Parent, Maria Luisa Damiani, José Antônio Fernandes de Macêdo, Fábio Porto, Christelle Vangenot

Data Knowl. Eng., 2008

Towards a Scientific Model Management System.

Fábio Porto, José Antônio Fernandes de Macêdo, Javier Sanchez Tamargo, Yuanjian Wang Zufferey, Vânia Maria P. Vidal, Stefano Spaccapietra

Proceedings of the Advances in Conceptual Modeling - Challenges and Opportunities, 2008

An Ontology-Based Approach for the Semantic Modelling and Reasoning on Trajectories.

Miriam Baglioni, José Antônio Fernandes de Macêdo, Chiara Renso, Monica Wachowicz

Proceedings of the Advances in Conceptual Modeling - Challenges and Opportunities, 2008

Advanced Data Mining Method for Discovering Regions and Trajectories of Moving Objects: "Ciconia Ciconia" Scenario.

Cláudio Carneiro, Arda Alp, José Antônio Fernandes de Macêdo, Stefano Spaccapietra

Proceedings of the European Information Society: Taking Geoinformation Science One Step Further, 2008

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

A Conceptual Data Model Language for the Molecular Biology Domain.

José Antônio Fernandes de Macêdo, Fábio Porto, Sérgio Lifschitz, Philippe Picouet

Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

Dealing with Some Conceptual Data Model Requirements for Biological Domains.

José Antônio Fernandes de Macêdo, Fábio Porto, Sérgio Lifschitz, Philippe Picouet

Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

2004

Ontology-Driven Workflow Management for Biosequence Processing Systems.

Melissa Lemos, Marco A. Casanova, Luiz Fernando Bessa Seibel, José Antônio Fernandes de Macêdo, Antonio Basílio de Miranda

Proceedings of the Database and Expert Systems Applications, 15th International Conference, 2004

2003

A Conceptual Model for Molecular Biology Information.

Luiz Fernando Bessa Seibel, José Antônio Fernandes de Macêdo, Melissa Lemos, Sérgio Lifschitz, Antonio Basílio de Miranda, Marcelo Alves, Wim M. Degrave

Proceedings of the II Brazilian Workshop on Bioinformatics, 2003

2001

ARCOJP: Uma Arquitetura para Comparação de Junções Paralelas.

Flávio Freitas, Sérgio Lifschitz, José Antônio Fernandes de Macêdo

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