Publicações e Prêmios
Nossa numerosa produção científica, acadêmica e técnica pode ser acessada por toda a comunidade.
2024
Publicações
Anselmo R. Pitombeira-Neto, Helano P. Santos
, Ticiana L. Coelho da Silva, José Antonio Fernandes de Macêdo: Trajectory modeling via random utility inverse reinforcement learning. Information Sciences. 660: 120128
Atslands Rocha, Matheus Monteiro, César Mattos, Madson Dias, Jorge Soares, Regis Magalhães, José Macedo: Edge AI for Internet of Medical Things: A literature review.
2023
Publicações
Lara Sucupira Furtado, Ticiana Linhares Coelho da Silva, Marianna Gonçalves Fontenele Ferreira, José Antonio Fernandes de Macêdo, Jessika Kantnila de Melo Lima Cavalcanti: A framework for Digital Transformation towards Smart Governance: using big data tools to target SDGs in Ceará, Brazil. Journal of Urban Management 12(1): 74-87
José Antonio Fernandes de Macêdo, Sílvia Rebeca Sabóia Quezado, Tiago Dias da Silva: Feminicídio: Mapeamento, prevenção e tecnologia. Paco e Littera
José Antônio Fernandes de Macêdo, Ticiana L. Coelho da Silva: Less is More? Investigating Meta-Learning’s Suitability in Sentence Compression for Low-Resource Data. Anais do XIV Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana. 1-10
Bárbara Stéphanie Neves Oliveira, Ticiana L. Coelho da Silva, José Antonio Fernandes de Macêdo: Studying the Dependence of Embedding Representations on the Target of NLP Tasks. Anais do XIV Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana. 156-166
Davyd Melo, João Paulo Madeiro, Luís O. Rigo, Cláudia do Ò Pessoa, José Antonio Macêdo, Danielo G. Gomes: A Semantic Segmentation-Based Digitization of ECG Papers. 2023 Computing in Cardiology (CinC). 50: 1-4
João Araújo Castelo Branco, Bruno Torres Marques, Lívia Almada Cruz, Regis Pires Magalhães, José Antônio Fernandes De Macêdo: Automatic Machine Learning Applied to Electrical Biosignals: A Selective Review. 2023 IEEE 19th International Conference on e-Science (e-Science). 1-6
2022
Publicações
Bárbara Stéphanie Neves Oliveira, Andreza Fernandes de Oliveira, Vinicius Monteiro de Lira, Ticiana Linhares Coelho da Silva, José Antonio Fernandes de Macêdo: HELD: Hierarchical entity-label disambiguation in named entity recognition taskusing deep learning. Intelligent Data Analysis. 26(3): 637-657 (2022)
Lívia Almada Cruz, Ticiana Linhares Coelho da Silva, Régis Pires Magalhães, Wilken Charles Dantas Melo, Matheus Cordeiro, José Antonio Fernandes de Macêdo, Karine Zeitouni: Modeling trajectories obtained from external sensors for location prediction via NLP approaches. Sensors (2022). 22(19): 7475
Marcelo B. A. Veras, Bishnu Sarker, Sabeur Aridhi, João P. P. Gomes, José Antonio Fernandes de Macêdo, Engelbert Mephu Nguifo, Marie-Dominique Devignes, Malika Smaïl-Tabbone: On the design of a similarity function for sparse binary data with application on protein function annotation. Knowledge-Based Systems. 238: 107863
Wellington Clay Porcino Silva, José Antonio Fernandes de Macêdo, José Florêncio de Queiroz Neto: Usando um modelo de classificação para a adequada implantação do patrulhamento policial para o enfrentamento à assaltos a bancos no nordeste do Brasil. Revista Brasileira de Ciências Policiais. 13(9): 185-205
Breno Dourado Sá, Ticiana Coelho Da Silva, José Antonio Fernandes de Macêdo: Enhancing Geocoding of Adjectival Toponyms with Heuristics. Proceedings of the LREC 2022 workshop on Natural Language Processing for Political Sciences. 37-35
Francisco Nauber Bernardo Gois, João Alexandre Lobo Marques, Allberson Bruno de Oliveira Dantas, Márcio Costa Santos, José Valdir Santiago Neto, José Antonio Fernandes de Macêdo, Wencai Du, Ye Li: Malaria Blood Smears Object Detection Based on Convolutional DCGAN and CNN Deep Learning Architectures. Computer and Information Science. ICIS 2022. Studies in Computational Intelligence. 1055: 197-212
Eliana Silva de Almeida, Flávia Maria Santoro, Bárbara Stéphanie Neves Oliveira, Luís Gustavo C. do Rêgo, Lucas Peres, Ticiana L. Coelho da Silva, José Antonio Fernandes de Macêdo, Andre L. L. Aquino, Givanildo Nascimento-Jr, Fabiane Queiroz, Rosangela de Fátima Pereira Marquesone, Francisco Pereira Junior, Tereza Cristina Melo de Brito Carvalho, Antonio A. de A. Rocha, Arthur A .Vianna, Bruno T. Gondim, Eduardo B. Loivos, Rayan GOJ Lima: Jornada de Atualização em Informática (JAI 2022). Sociedade Brasileira de Computação
Bárbara Stéphanie Neves Oliveira, Luís Gustavo C. do Rêgo, Lucas Peres, Ticiana L. Coelho da Silva, José Antonio Fernandes de Macêdo: Processamento de linguagem natural via aprendizagem profunda. 41° Jornada de Atualização em Informática (JAI 2022)
Luis Gustavo Coutinho do Rêgo, Bárbara Stéphanie Neves Oliveira, Lucas Peres Gaspar, João Araújo Castelo Branco, José Antonio Fernandes de Macêdo: Uso de Meta-Learning em Tarefas de Aprendizado Profundo. Tópicos em Gerenciamento de Dados e Informações: Minicursos do SBBD 2022
Ticiana L. Coelho da Silva, Eduardo Ogasawara, Damires Souza, Sérgio Lifschitz, Helena Caseli, Cláudia Freitas, Roberta Viola, Angelo Augusto Frozza, Geomar André Schreiner, Ronaldo dos Santos Mello, Luis Gustavo Coutinho do Rêgo, Bárbara Stéphanie Neves Oliveira, Lucas Peres Gaspar, João Araújo Castelo Branco, José Antonio Fernandes de Macêdo: Tópicos em Gerenciamento de Dados e Informações: Minicursos do SBBD 2022. 37° Simpósio Brasileiro de Banco de Dados – SBBD 2022
Regis Pires Magalhaes, Daniel Jean Rodrigues Vasconcelos, Guilherme Sales Fernandes, Lívia Almada Cruz, Matheus Xavier Sampaio, José Antonio Fernandes de Macêdo, Ticiana Linhares Coelho da Silva: Evaluation of Automatic Speech Recognition Approaches. Journal of Information and Data Management. 13(3)
2021
Publicações
Lívia Almada Cruz, Karine Zeitouni, Ticiana Linhares Coelho da Silva, José Antônio Fernandes de Macêdo, José Soares da Silva: Location prediction: a deep spatiotemporal learning from external sensors data. Distributed Parallel Databases 39(1): 259-280 (2021)
Chiara Renso, Vania Bogorny, Konstantinos Tserpes, Stan Matwin, José Antônio Fernandes de Macêdo:
Multiple-aspect analysis of semantic trajectories(MASTER). Int. J. Geogr. Inf. Sci. 35(4): 763-766 (2021)
Regis Pires Magalhães, Francesco Lettich, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Raffaele Perego, Chiara Renso, Roberto Trani: Speed prediction in large and dynamic traffic sensor networks. Inf. Syst. 98: 101444 (2021)
Nicksson C. A. Freitas, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Leopoldo Melo Junior, Matheus G. Cordeiro: Using Deep Learning for Trajectory Classification. ICAART (2) 2021: 664-671
Nicksson C. A. de Freitas, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Leopoldo Melo Júnior: Using deep learning for trajectory classification in imbalanced dataset. The International FLAIRS Conference Proceedings, 34
Nicksson C. A. de Freitas, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Luís César M. de Vasconcelos, Francisco C. F. Nunes Junior: Crime monitor: Monitoring criminals from Trajectory data. (2021) 22nd IEEE International Conference on Mobile Data Management (MDM)
Ricardo Lopes De Andrade, Leandro Chaves Rêgo, Ticiana L. Coelho Da Silva, José Antônio Fernandes De Macêdo, Wellington C. P. Silva: Energy disruptive centrality with an application to criminal network. Communications in Nonlinear Science and Numerical Simulation. 99: 105834
Spencer P. Chainey, Jhonata A. S. Matias, Francisco Carlos F. Nunes Junior, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Regis P. Magalhães, José F. de Queiroz Neto, Wellington C. P. Silva: Improving the creation of hot spot policing patrol routes: Comparing cognitive heuristic performance to an automated spatial computation approach. ISPRS Int. J. Geo-Inf. 2021, 10, 560
Francisco Carlos F. Nunes Junior, Jhonata Matias, Spencer Chainey, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Regis P. Magalhães, José F. de Queiroz Neto, Wellington Clay Porcino: Route Generation Heuristics for the Automated Creation of Hot Spot Policing Patrol Routes. OSF Preprints (2021)
Antonios Makris, Camila Leite da Silva, Vania Bogorny, Luis Otavio Alvares, José Antônio Fernandes de Macêdo, Konstantinos Tserpes: Evaluating the effect of compressing algorithms for trajectory similarity and classification problems. Geoinformatica25, 679–711 (2021)
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: Evaluation of automatic speech recognition systems. Anais do XXXVI Simpósio Brasileiro de Bancos de Dados (pp. 301-306)
Emanuele Santos, José F. de Queiroz Neto, George A. M. Gomes, Antonio José M. Leite Junior, Joaquim Bento Cavalcante Neto, Creto Augusto Vidal, Ticiana L. Coelho da Silva, Jose Antônio Fernandes de Macêdo: Visual Analytics Research at Universidade Federal do Ceará. Anais Estendidos da XXXIV Conference on Graphics, Patterns and Images, (pp. 248-251)
José S. Da Silva Neto, Ticiana L. Coelho Da Silva, Lívia Almada Cruz, Vinicius Monteiro de Lira, José Antônio Fernandes de Macêdo, Regis Pires Magalhaes, Lucas Gaspar Peres: Predicting the next location for trajectories from stolen vehicles. (2021) IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI) (pp. 452-456)
Johnny Marcos S. Soares, Luciano Barbosa, Paulo Antonio Leal Rêgo, Regis Pires Magalhães, José Antônio Fernandes de Macêdo: Using Inverted Index for Fingerprint Search. Journal of Information and Data Management, 12 (5)
2020
Publicações
Tales Matos, José A. F. de Macêdo , Francesco Lettich, José Maria Monteiro, Chiara Renso, Raffaele Perego, Franco Maria Nardini:
Leveraging feature selection to detect potential tax fraudsters. Expert Syst. Appl. 145: 113128 (2020)
Leopoldo Melo Junior , Franco Maria Nardini, Chiara Renso, Roberto Trani, José Antônio Fernandes de Macêdo :
A novel approach to define the local region of dynamic selection techniques in imbalanced credit scoring problems. Expert Syst. Appl. 152: 113351 (2020)
Sabeur Aridhi, José A. F. de Macêdo , Engelbert Mephu Nguifo, Karine Zeitouni:
Special issue on “Advances on Large Evolving Graphs”. Future Gener. Comput. Syst. 110: 310 (2020)
Abelardo Vieira Mota, Ticiana Linhares Coelho da Silva, José Antônio Fernandes de Macêdo: Template-Based Multi-solution Approach for Data-to-Text Generation. ADBIS 2020: 157-170
Felipe Zschornack Rodrigues Saraiva, Ticiana Linhares Coelho da Silva, José Antônio Fernandes de Macêdo: Aspect Term Extraction Using Deep Learning Model with Minimal Feature Engineering. CAiSE 2020: 185-198
Francisco A. A. Gomes, Paulo A. L. Rego, Fernando Antonio Mota Trinta, Windson Viana, Francisco A. Silva, José A. F. de Macêdo, José N. de Souza: A Study about the Impact of Encryption Support on a Mobile Cloud Computing Framework. CLOSER 2020: 400-407
Felipe Melo Soares, Ticiana L. Coelho da Silva, José A. F. de Macêdo:
Sentence Compression on Domains with Restricted Labeled Data Availability. ICAART (2) 2020: 130-140
Erick L. Trentini, Ticiana L. Coelho da Silva, Leopoldo Melo Junior, José A. F. de Macêdo: Model-centered Ensemble for Anomaly Detection in Time Series. ICAART (2) 2020: 700-707
Madson L. D. Dias, César Lincoln C. Mattos, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Wellington C. P. Silva:
Anomaly Detection in Trajectory Data with Normalizing Flows. IJCNN 2020: 1-8
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:
Vehicle Re-Identification by Deep Feature Embedding and Approximate Nearest Neighbors. IJCNN 2020: 1-8
[PDF] [BibTeX]
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:
A Novel Approach for Automatic Enhancement of Fingerprint Images via Deep Transfer Learning. IJCNN 2020: 1-8
Ticiana L. Coelho da Silva, Francesco Lettich, José Antônio Fernandes de Macêdo, Karine Zeitouni, Marco A. Casanova: Online Clustering of Trajectories in Road Networks. MDM 2020: 99-108
Madson Luiz Dantas Dias, César Lincoln C. Mattos, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Wellington C. P. Silva: Anomaly Detection in Trajectory Data with Normalizing Flows. CoRR abs/2004.05958 (2020)
2019
Publicações
Regis Pires Magalhães , Francesco Lettich, José A. F. de Macêdo , Franco Maria Nardini, Raffaele Perego, Chiara Renso, Roberto Trani:
Speed prediction in large and dynamic traffic sensor networks.
Ticiana L. Coelho da Silva , Regis Pires Magalhães , José A. F. de Macêdo , David Araújo , Natanael Araújo , Vinicius de Melo, Pedro Olímpio, Paulo A. L. Rego, Aloisio Vieira Lira Neto:
Improving Named Entity Recognition using Deep Learning with Human in the Loop. EDBT 2019: 594-597
Lucas Peres , Ticiana L. Coelho da Silva , José A. F. de Macêdo , David Araújo :
Virtualized Ontology Query By Example. ER Forum/Posters/Demos 2019: 148-153
Lucas Peres , Ticiana L. Coelho da Silva , José A. F. de Macêdo , David Araújo :
Ontology-Schema Based Query by Example. ER 2019: 204-212
Francisco C. F. Nunes Junior, Ticiana L. Coelho da Silva , José F. de Queiroz Neto , José Antônio Fernandes de Macêdo , Wellington Clay Porcino:
A Novel Approach to Approximate Crime Hotspots to the Road Network. PredictGIS@SIGSPATIAL 2019: 53-61
Leopoldo Soares de Melo Junior , Franco Maria Nardini, Chiara Renso, José Antônio Fernandes de Macêdo :
An Empirical Comparison of Classification Algorithms for Imbalanced Credit Scoring Datasets. ICMLA 2019: 747-754
Leopoldo Melo Junior , Franco Maria Nardini, Chiara Renso, José A. F. de Macêdo :
KNORA-IU: Improving the Dynamic Selection Prediction in Imbalanced Credit Scoring Problems. ICTAI 2019: 424-431
Antonios Makris, Konstantinos Tserpes, Dimosthenis Anagnostopoulos, Mara Nikolaidou, José Antônio Fernandes de Macêdo :
Database system comparison based on spatiotemporal functionality. IDEAS 2019: 21:1-21:7
Paulo Bruno S. Serafim, Aldísio G. Medeiros, Paulo A. L. Rego, José Gilvan R. Maia, Fernando Antonio Mota Trinta, Marcio E. F. Maia, José Antônio Fernandes de Macêdo , Aloísio Vieira Lira Neto:
A Method based on Convolutional Neural Networks for Fingerprint Segmentation. IJCNN 2019: 1-8
Lívia Almada Cruz , Karine Zeitouni, José Antônio Fernandes de Macêdo :
Trajectory Prediction from a Mass of Sparse and Missing External Sensor Data. MDM 2019: 310-319
Lívia Almada Cruz , Karine Zeitouni, José Antônio Fernandes de Macêdo , Igo Ramalho Brilhante :
TrajSense: Trajectory Prediction from Sparse and Missing External Sensor Data. MDM 2019: 365-366
Ticiana L. Coelho da Silva , Natanael da Silva Araujo , José Antônio Fernandes de Macêdo , David Araújo , Felipe Melo Soares, Paulo A. L. Rego, Aloisio Vieira Lira Neto:
Novel approach for Label Disambiguation via Deep Learning. MLDM (2) 2019: 431-442
Leopoldo Melo Junior , Franco Maria Nardini, Chiara Renso, José Antônio Fernandes de Macêdo :
On combining dynamic selection, sampling, and pool generators for credit scoring. MLDM (2) 2019: 443-457
João Holanda Freires Junior, José Antônio Fernandes de Macêdo , Igo Ramalho Brilhante :
SumOpinions: Automatic Summarization of Reviews about Tourist Places. MLDM (2) 2019: 542-556
2018
Publicações
George A. M. Gomes, Emanuele Marques dos Santos, Creto Augusto Vidal, Ticiana L. Coelho da Silva , José Antônio Fernandes de Macêdo :
Real-time discovery of hot routes on trajectory data streams using interactive visualization based on GPU. Computers & Graphics 76: 129-141 (2018)
Daniel Valcarce, Igo Ramalho Brilhante , José A. F. de Macêdo , Franco Maria Nardini, Raffaele Perego, Chiara Renso:
Item-driven group formation. Online Social Networks and Media 8: 17-31 (2018)
Lívia Almada Cruz , Karine Zeitouni, José A. F. de Macêdo :
Trajectory Prediction from External Sensor Data using Recurrent Neural Networks. BDCSIntell 2018: 18-20
Emanuel Oliveira , Igo Ramalho Brilhante , José Antônio Fernandes de Macêdo :
TrajectMe: Planning sightseeing tours with Hotel Selection from Trajectory Data. LocalRec@SIGSPATIAL 2018: 1:1-1:10
Dieinison Braga, Ticiana L. Coelho da Silva , Atslands Rego da Rocha, Gustavo Coutinho , Regis Pires Magalhães , Paulo T. Guerra, José A. F. de Macêdo :
Time Series Forecasting for Purposes of Irrigation Management Process. SBBD 2018: 217-222
Victor V. Barros Leal, José Antônio Fernandes de Macêdo , Lucas Peres , David Araújo :
Pytology: rumo ao Cálculo de Relevância sobre Dados RDF. SBBD 2018: 229-234
Jordão M. de Souza, Ticiana L. Coelho da Silva , Críston P. de Souza, Carla Ilane Moreira Bezerra, Lincoln S. Rocha, José Antônio Fernandes de Macêdo :
Investigando a Relação das Refatorações de Código com os Sentimentos de Mensagens de Commit. SBBD 2018: 253-258
Antonio M. R. Almeida, José A. F. de Macêdo , Javam C. Machado:
Optimization of Urban Semaphore Times Turning into JSSP. BiDu-Posters@VLDB 2018
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:
Big Data Analytics Technologies and Platforms: A Brief Review. LADaS@VLDB 2018: 25-32
Artur Ziviani, Carmem S. Hara, Eduardo S. Ogasawara, José Antônio Fernandes de Macêdo , Patrick Valduriez:
Proceedings of the Latin America Data Science Workshop co-located with 44th International Conference on Very Large Data Bases (VLDB 2018), Rio de Janeiro, Brazil, Aug 27, 2018. CEUR Workshop Proceedings 2170, CEUR-WS.org 2018 [contents]
Igo Ramalho Brilhante , Franco Maria Nardini, José Antônio Fernandes de Macêdo , Raffaele Perego, Chiara Renso:
Crowdsourced Social Data for Recommending Tourist Itineraries. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018
2017
Publicações
Ricardo Ávila, Salomão Santos, David Araújo , Vânia Vidal and José Antônio Fernandes de Macêdo
Semantic Links Using SKOS Predicates
21st International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES)
Kathrin Rodríguez Llanes, Marco A. Casanova, Hélio Lopes, José Antônio Fernandes de Macêdo
An Approach to Evaluate the Impact on Travel Time of Bus Network Changes
International Conference on Enterprise Information Systems (ICEIS)
Tales Matos, José Antônio Fernandes de Macêdo , José Maria Monteiro, Francesco Lettich
An Accurate Tax Fraud Classifier with Feature Selection based on Complex Network Node Centrality Measure
International Conference on Enterprise Information Systems (ICEIS)
2016
Publicações
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
A methodology for traffic-related Twitter messages interpretation
Journal Computers in Industry, Volume 78
Ticiana L. Coelho da Silva , Karine Zeitouni, José Antônio Fernandes de Macêdo , Marco A. Casanova
On-Line Mobility Pattern Discovering using Trajectory Data
International Conference on Extending Database Technology (EDBT)
Samara Martins do Nascimento, José Antônio Fernandes de Macêdo , Mirla Rafaela Rafael Braga Chucre, Marco Antonio Casanova, Javam C. Machado
On computing temporal functions for time-dependent networks using trajectory data streams
ACM SIGSPATIAL International Workshop on GeoStreaming (IWGS / SIGSPATIAL)
Ticianne G. R. Darin , Rossana M. de Castro Andrade, José Antônio Fernandes de Macêdo , David Araújo , Lana Mesquita, Jaime Sánchez
Usability and UX Evaluation of a Mobile Social Application to Increase Students-Faculty Interactions
HCI International – Posters’ Extended Abstracts (CCIS)
Cleilton L. Rocha, Igo Ramalho Brilhante , Francesco Lettich, José Antônio Fernandes de Macêdo , Alessandra Raffaetà, Rossana M. de Castro Andrade, Salvatore Orlando
TPRED: a Spatio-Temporal Location Predictor Framework
International Database Engineering and Applications Symposium (IDEAS)
Samara Martins do Nascimento, Mirla Rafaela Rafael Braga Chucre, José Antônio Fernandes de Macêdo , José Maria Monteiro, Marco Antonio Casanova
On computing temporal functions for a time-dependent networks using trajectory data
International Database Engineering and Applications Symposium (IDEAS)
Ticiana L. Coelho da Silva , Karine Zeitouni, José Antônio Fernandes de Macêdo , Marco A. Casanova
CUTiS: optimized online ClUstering of Trajectory data Stream
International Database Engineering and Applications Symposium (IDEAS)
Chiara Renso, José Antônio Fernandes de Macêdo , Franco Maria Nardini, Raffaele Perego, Igo Ramalho Brilhante
User-Item Group Formation with GroupFinder
Italian Information Retrieval Workshop (IIR)
Antonio M. R. Almeida, Maria I. V. Lima, José Antônio Fernandes de Macêdo , Javam C. Machado
DMM: A distributed map-matching algorithm using the MapReduce paradigm
IEEE International Conference on Intelligent Transportation Systems (ITSC)
Igo Ramalho Brilhante , José Antônio Fernandes de Macêdo , Franco Maria Nardini, Raffaele Perego, Chiara Renso
Group Finder: An Item-Driven Group Formation Framework
IEEE International Conference on Mobile Data Management (MDM)
Ticiana L. Coelho da Silva , Karine Zeitouni, José Antônio Fernandes de Macêdo
Online Clustering of Trajectory Data Stream
IEEE International Conference on Mobile Data Management (MDM)
Mirla Rafaela Rafael Braga Chucre, Samara Martins do Nascimento, José Antônio Fernandes de Macêdo , José Maria Monteiro, Marco Antonio Casanova
Taxi, Please! A Nearest Neighbor Query in Time-Dependent Road Networks
IEEE International Conference on Mobile Data Management (MDM)
Ticiana L. Coelho da Silva , Karine Zeitouni, José Antônio Fernandes de Macêdo , Marco A. Casanova
A Framework for Online Mobility Pattern Discovery from Trajectory Data Streams
IEEE International Conference on Mobile Data Management (MDM)
Priscila R. F. Rodrigues, Ticiana L. Coelho da Silva , Flávio R. C. Sousa, Regis Pires Magalhães , José Antônio Fernandes de Macêdo
Dinâmica de Temas Abordados no Twitter Via Evolução de Clusters
31º Simpósio Brasileiro de Banco de Dados (SBBD)
2015
Publicações
Camila F. Costa, Mario A. Nascimento, José Antônio Fernandes de Macêdo , Yannis Theodoridis, Nikos Pelekis, Javam C. Machado
Optimal Time-dependent Sequenced Route Queries in Road Networks
CoRR, September 2015
Igo Ramalho Brilhante , José Antônio Fernandes de Macêdo , Franco Maria Nardini, Raffaele Perego, Chiara Renso
On planning sightseeing tours with TripBuilder
Information Processing and Management
Igo Ramalho Brilhante , José Antônio Fernandes de Macêdo , Franco Maria Nardini, Raffaele Perego, Chiara Renso
Planning sightseeing tours using crowdsensed trajectories
ACM SIGSPATIAL Special, Volume 7
Maria Carolina Torres da Silva, Valéria Cesário Times, José Antônio Fernandes de Macêdo , Chiara Renso
SWOT: A Conceptual Data Warehouse Model for Semantic Trajectories
Proceedings of the ACM Eighteenth International Workshop on Data Warehousing and OLAP (DOLAP)
Camila Ferreira Costa, Javam C. Machado, Mario A. Nascimento, José Antônio Fernandes de Macêdo
Aggregate k-nearest neighbors queries in time-dependent road networks
Proceedings of the 4th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems (MobiGIS)
Camila F. Costa, Mario A. Nascimento, José Antônio Fernandes de Macêdo , Yannis Theodoridis, Nikos Pelekis, Javam C. Machado
Optimal time-dependent sequenced route queries in road networks
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems
Regis Pires Magalhães , Gustavo Coutinho , José Antônio Fernandes de Macêdo , Camila Ferreira, Lívia A. Cruz , Mario A. Nascimento
Graphast: an extensible framework for building applications on time-dependent networks
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems
Tales Matos, José Antônio Fernandes de Macêdo , José Maria Monteiro
An Empirical Method for Discovering Tax Fraudsters: A Real Case Study of Brazilian Fiscal Evasion
Proceedings of the 19th International Database Engineering and Applications Symposium (IDEAS)
Igo Ramalho Brilhante , José Antônio Fernandes de Macêdo , Franco Maria Nardini, Raffaele Perego, Chiara Renso
Scaling up the Mining of Semantically-enriched Trajectories: TripBuilder at the World Level
Italian Information Retrieval Workshop (IIR)
Antônio Cavalcante Araújo Neto, Ticiana Linhares Coelho da Silva , Victor Aguiar Evangelista de Farias, José Antônio Fernandes de Macêdo , Javam de Castro Machado
G2P: A Partitioning Approach for Processing DBSCAN with MapReduce
Web and Wireless Geographical Information Systems (W2GIS)
2014
Publicações
Arlino H. M. de Araújo, José Maria Monteiro, José Antônio Fernandes de Macêdo 
, Júlio A. Tavares, Angelo Brayner, Sérgio Lifschitz
On Using an Online, Automatic and Non-Intrusive Approach for Rewriting SQL Queries
Journal of Information and Data Management (JIDM)
Vinicius Pires de Moura Freire, Fábio Andre Machado Porto, José Antônio Fernandes de Macêdo , Reza Akbarinia
NACluster: A Non-supervised Clustering Algorithm for Matching Multi Catalogues
10th IEEE International Conference on e-Science, eScience Workshops
Igo Ramalho Brilhante , José Antônio Fernandes de Macêdo , Franco Maria Nardini, Raffaele Perego, Chiara Renso
TripBuilder: A Tool for Recommending Sightseeing Tours
Advances in Information Retrieval – 36th European Conference on IR Research (ECIR)
Ticiana L. Coelho da Silva , José Antônio Fernandes de Macêdo , Marco A. Casanova
Discovering frequent mobility patterns on moving object data
ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems (MobiGIS)
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
Efficient and Distributed DBScan Algorithm Using MapReduce to Detect Density Areas on Traffic Data
Proceedings of the 16th International Conference on Enterprise Information Systems (ICEIS)
Camila F. Costa, Mario A. Nascimento, José Antônio Fernandes de Macêdo , Javam C. Machado
A*-based Solutions for KNN Queries with Operating Time Constraints in Time-Dependent Road Networks
IEEE 15th International Conference on Mobile Data Management (MDM)
Igo Ramalho Brilhante , Jose Antonio Macedo , Franco Maria Nardini, Raffaele Perego, Chiara Renso
TripBuilder: A Tool for Recommending Sightseeing Tours
Best Demo Paper Award (ECIR)
2013
Publicações
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
Semantic trajectories modeling and analysis
ACM Computing Surveys, Volume 45
Ticiana L. Coelho da Silva , Mario A. Nascimento, José Antônio Fernandes de Macêdo , Flávio R. C. Sousa, Javam C. Machado
Non-Intrusive Elastic Query Processing in the Cloud
Journal of Computer Science and Technology, Volume 28
Igo Ramalho Brilhante , José Antônio Fernandes de Macêdo , Franco Maria Nardini, Raffaele Perego, Chiara Renso
Where shall we go today? Planning touristic tours with tripbuilder
ACM International Conference on Information and Knowledge Management (CIKM)
David A. Abreu , Flávio R. C. Sousa, José Antônio F. Macêdo , Francisco J. L. Magalhães
MyDBaaS: A Framework for Database-as-a-Service Monitoring
28th Brazilian Database Symposium (SBBD) – Demos and Applications Session
Ricardo Wagner, José Antônio Fernandes de Macêdo , Alessandra Raffaetà, Chiara Renso, Alessandro Roncato, Roberto Trasarti
Mob-Warehouse: A Semantic Approach for Mobility Analysis with a Trajectory Data Warehouse
ER Workshops
Camila F. Costa, Mario A. Nascimento, José Antônio Fernandes de Macêdo , Javam C. Machado
Nearest neighbor queries with service time constraints in time-dependent road networks
ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems (MobiGIS)
Regis Pires Magalhães , José Maria Monteiro, Vânia Maria P. Vidal, José Antônio Fernandes de Macêdo , Macedo Sousa Maia, Fábio Porto, Marco A. Casanova
QEF-LD – A Query Engine for Distributed Query Processing on Linked Data
International Conference on Enterprise Information Systems (ICEIS)
David A. Abreu, Flávio R. C. Sousa, José Antônio F. Macêdo and Francisco J. L. Magalhães
MyDBaaS: A Framework for Database-as-a-Service Monitoring
Best Demo Paper Award (SBBD)
2012
Publicações
Lívia A. Cruz , Mario A. Nascimento, José Antônio Fernandes de Macêdo
k-Nearest Neighbors Queries in Time-Dependent Road Networks
Journal of Information and Data Management, Volume 3
Ticiana L. Coelho da Silva , Mario A. Nascimento, José Antônio Fernandes de Macêdo , Flávio R. C. Sousa, Javam C. Machado
Towards non-intrusive elastic query processing in the cloud
International Workshop on Cloud Data Management (CloudDB)
Igo Ramalho Brilhante , Michele Berlingerio, Roberto Trasarti, Chiara Renso, José Antônio Fernandes de Macêdo , Marco Antonio Casanova
ComeTogether: Discovering Communities of Places in Mobility Data
IEEE International Conference on Mobile Data Management (MDM)
Marco A. Casanova, José Antônio Fernandes de Macêdo , Eveline R. Sacramento, Ângela M. A. Pinheiro, Vânia Maria Ponte Vidal, Karin Koogan Breitman, Antonio L. Furtado
Operations over Lightweight Ontologies
On the Move to Meaningful Internet Systems (OTM)
Diego V. Simões S., Henrique Viana, Nicolas Markey, José Antônio Fernandes de Macêdo
Querying Trajectories through Model Checking based on Timed Automata
XXVII Simpósio Brasileiro de Banco de Dados – Short Papers (SBBD)
Manoel Siqueira, José Maria Monteiro, José Antônio Fernandes de Macêdo , Javam C. Machado
Approaches to Model Query Interactions
XXVII Simpósio Brasileiro de Banco de Dados – Short Papers (SBBD)
Regis Pires Magalhães , Macedo Sousa Maia, Vânia Maria Ponte Vidal, José Antônio Fernandes de Macêdo , José Maria Monteiro, Fábio Andre Machado Porto
Desenvolvimento de Linked Data Mashups com o uso de LIDMS
XXVII Simpósio Brasileiro de Banco de Dados – Short Papers (SBBD)
2011
Publicações
Vânia Maria Ponte Vidal, José Antônio Fernandes de Macêdo , João Carlos Pinheiro, Marco A. Casanova, Fábio Porto
Query Processing in a Mediator Based Framework for Linked Data Integration
International Journal of Business Data Communications and Networking, Volume 7
Bruno de C. Leal, José Antônio Fernandes de Macêdo , Valéria Cesário Times, Marco A. Casanova, Vânia Maria Ponte Vidal, Marcelo Tílio Monteiro de Carvalho
From Conceptual Modeling to Logical Representation of Trajectories in DBMS-OR and DW Systems
Journal of Information and Data Management, Volume 2
Stanimir Bakshev, Laura Spinsanti, José Antônio Fernandes de Macêdo , Creto Augusto Vidal, Marco A. Casanova
Trajectory Semantic Visualization
International Conference on Enterprise Information Systems (ICEIS)
Fernando Wagner Filho, José Antônio Fernandes de Macêdo , Bernadette Farias Lóscio
An incremental and user feedback-based ontology matching approach
International Conference on Information Integration and Web-based Applications and Services (iiWAS)
Marco A. Casanova, Karin Koogan Breitman, Antonio L. Furtado, Vânia Maria Ponte Vidal, José Antônio Fernandes de Macêdo , Raphael Valle A. Gomes, Percy Enrique Rivera Salas
The Role of Constraints in Linked Data
On the Move to Meaningful Internet Systems (OTM)
Diego Victor Simões de Sousa, José Antônio Fernandes de Macêdo
Uma Linguagem para Correspondência de Padrões Espaço-temporais em Trajetórias Semânticas
Simpósio Brasileiro de Banco de Dados – Short Papers (SBBD)
Fernando Wagner Filho, José Antônio Fernandes de Macêdo , Bernadette Farias Lóscio
Uma Abordagem para Matching Icremental entre Ontologias
Simpósio Brasileiro de Banco de Dados – Short Papers (SBBD)