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José A. F. de Macêdo

José Antônio Fernandes de Macêdo

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affiliation: Federal University of Ceará, Department of Computing

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2020 – today

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2025
[j34]
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Anselmo Ramalho Pitombeira Neto, Diego S. de França, Lívia A. Cruz, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo:
An Ensemble Bayesian Dynamic Linear Model for Human Activity Recognition. IEEE Access 13: 30316-30333 (2025)
2024
[j33]
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Atslands Rego da Rocha, Matheus Monteiro, César L. C. Mattos, Madson L. D. Dias, Jorge Soares, Regis Pires Magalhães, José A. F. de Macêdo:
Edge AI for Internet of Medical Things: A literature review. Comput. Electr. Eng. 116: 109202 (2024)
[j32]
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Anselmo Ramalho Pitombeira Neto, Helano P. Santos, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo:
Trajectory modeling via random utility inverse reinforcement learning. Inf. Sci. 660: 120128 (2024)
2023
[c122]
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  - conf/acl-clinicalnlp/SilvaMM23
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Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Regis Pires Magalhães:
Tracking the Evolution of Covid-19 Symptoms through Clinical Conversations. ClinicalNLP@ACL 2023: 41-47
[c121]
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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. e-Science 2023: 1-6
[c120]
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Samir Braga Chaves, José Antônio Fernandes de Macêdo, Regis Pires Magalhães, Lívia Almada Cruz, Bruna Raynara Maia Batista:
Direct One-to-All Lead Conversion on 12-Lead Electrocardiogram. PKDD/ECML Workshops (4) 2023: 26-40
[c119]
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Ronildo Oliveira da Silva, Regis Pires Magalhães, Lívia Almada Cruz, Críston Pereira de Souza, Davi Romero de Vasconcelos, José Antônio Fernandes de Macêdo:
Predição de tempo restante para conclusão de processos de negócio utilizando aprendizado profundo. SBBD 2023: 141-153
2022
[j31]
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Bárbara Stéphanie Neves Oliveira, Andreza Fernandes de Oliveira, Vinicius Monteiro de Lira, Ticiana Linhares Coelho da Silva, José Antônio Fernandes de Macêdo:
HELD: Hierarchical entity-label disambiguation in named entity recognition task using deep learning. Intell. Data Anal. 26(3): 637-657 (2022)
[j30]
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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:
Evaluation of Automatic Speech Recognition Approaches. J. Inf. Data Manag. 13(3) (2022)
[j29]
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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:
On the design of a similarity function for sparse binary data with application on protein function annotation. Knowl. Based Syst. 238: 107863 (2022)
[j28]
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  - journals/sensors/CruzSMMCMZ22
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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:
Modeling Trajectories Obtained from External Sensors for Location Prediction via NLP Approaches. Sensors 22(19): 7475 (2022)
[c118]
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Breno Dourado Sá, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo:
Enhancing Geocoding of Adjectival Toponyms With Heuristics. PoliticalNLP@LREC 2022: 37-45
2021
[j27]
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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. Commun. Nonlinear Sci. Numer. Simul. 99: 105834 (2021)
[j26]
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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)
[j25]
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Antonios Makris, Camila Leite da Silva, Vania Bogorny, Luis Otávio Alvares, José Antônio Fernandes de Macêdo, Konstantinos Tserpes:
Evaluating the effect of compressing algorithms for trajectory similarity and classification problems. GeoInformatica 25(4): 679-711 (2021)
[j24]
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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)
[j23]
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  - journals/ijgi/ChaineyMJSMMNS21
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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:
Improving the Creation of Hot Spot Policing Patrol Routes: Comparing Cognitive Heuristic Performance to an Automated Spatial Computation Approach. ISPRS Int. J. Geo Inf. 10(8): 560 (2021)
[j22]
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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)
[j21]
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Johnny Marcos S. Soares, Luciano Barbosa, Paulo Antonio Leal Rego, Regis Pires Magalhães, José Antônio Fernandes de Macêdo:
Using Inverted Index for Fingerprint Search. J. Inf. Data Manag. 12(5) (2021)
[c117]
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  - conf/flairs/FreitasSMJ21
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Nicksson Ckayo Arrais de Freitas, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Leopoldo Melo Junior:
Using deep learning for trajectory classification in imbalanced dataset. FLAIRS 2021
[c116]
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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
[c115]
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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:
Predicting the Next Location for Trajectories From Stolen Vehicles. ICTAI 2021: 452-456
[c114]
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Leopoldo Melo Junior, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Chiara Renso:
RMkNN and KNORA-IU: Combining Imbalanced Dynamic Selection Techniques for Credit Scoring. ICTAI 2021: 823-830
[c113]
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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:
Crime Monitor: Monitoring Criminals from Trajectory Data. MDM 2021: 225-228
[c112]
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  - conf/sbbd/SampaioMSCVMF21
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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. SBBD 2021: 301-306
[i3]
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  - journals/corr/abs-2105-12092
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Anselmo Ramalho Pitombeira Neto, Helano P. Santos, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo:
Trajectory Modeling via Random Utility Inverse Reinforcement Learning. CoRR abs/2105.12092 (2021)
2020
[j20]
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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)
[j19]
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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)
[j18]
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  - journals/fgcs/AridhiMNZ20
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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)
[c111]
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  - conf/adbis/MotaSM20
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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
[c110]
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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
[c109]
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  - conf/closer/GomesRTVSMS20
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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:
A Study about the Impact of Encryption Support on a Mobile Cloud Computing Framework. CLOSER 2020: 400-407
[c108]
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Luís Gustavo Coutinho do Rêgo, Ticiana Linhares Coelho da Silva, Regis Pires Magalhães, José Antônio Fernandes de Macêdo, Wellington Clay Porcino Silva:
Exploiting points of interest for predictive policing. ARIC@SIGSPATIAL 2020: 20-28
[c107]
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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
[c106]
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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
[c105]
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Andrio Rodrigo Corrêa da Silva, Iális Cavalcante de Paula Júnior, Ticiana Linhares Coelho da Silva, José Antônio Fernandes de Macêdo, Wellington Clay Porcino Silva:
Prediction of crime location in a brazilian city using regression techniques. ICTAI 2020: 331-336
[c104]
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  - conf/ijcnn/DiasMSMS20
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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
[c103]
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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
[c102]
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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
[c101]
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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
[c100]
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Johnny Marcos Silva Soares, Luciano Barbosa, Paulo Antonio Leal Rego, Regis Pires Magalhães, José Antônio Fernandes de Macêdo:
Indexando Impressões Digitais Utilizando Índice Invertido: Uma Investigação Inicial. SBBD 2020: 181-186
[i2]
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  - journals/corr/abs-2004-05958
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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)

2010 – 2019

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2019
[j17]
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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:
Time Series Forecasting to Support Irrigation Management. J. Inf. Data Manag. 10(2): 66-80 (2019)
[c99]
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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:
Improving Named Entity Recognition using Deep Learning with Human in the Loop. EDBT 2019: 594-597
[c98]
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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
[c97]
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Lucas Peres, Ticiana L. Coelho da Silva, José A. F. de Macêdo, David Araújo:
Ontology-Schema Based Query by Example. ER 2019: 204-212
[c96]
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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
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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
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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
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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
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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:
A Method based on Convolutional Neural Networks for Fingerprint Segmentation. IJCNN 2019: 1-8
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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
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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
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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:
Novel approach for Label Disambiguation via Deep Learning. MLDM (2) 2019: 431-442
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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
[c87]
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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
[j16]
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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. Comput. Graph. 76: 129-141 (2018)
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Daniel Valcarce, Igo Ramalho Brilhante, José A. F. de Macêdo, Franco Maria Nardini, Raffaele Perego, Chiara Renso:
Item-driven group formation. Online Soc. Networks Media 8: 17-31 (2018)
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Lívia Almada Cruz, Karine Zeitouni, José A. F. de Macêdo:
Trajectory Prediction from External Sensor Data using Recurrent Neural Networks. BDCSIntell 2018: 18-20
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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
[c84]
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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:
Time Series Forecasting for Purposes of Irrigation Management Process. SBBD 2018: 217-222
[c83]
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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
[c82]
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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:
Investigando a Relação das Refatorações de Código com os Sentimentos de Mensagens de Commit. SBBD 2018: 253-258
[c81]
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Antonio M. R. Almeida, José A. F. de Macêdo, Javam C. Machado:
Optimization of Urban Semaphore Times Turning into JSSP. BiDu-Posters@VLDB 2018
[c80]
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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
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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]
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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
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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:
On computing travel time functions from Trajectory Data Streams. IWGS@SIGSPATIAL 2017: 11-20
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Antonio M. R. Almeida, Jose L. A. Leite, José A. F. de Macêdo, Javam C. Machado:
GPS2GR: Optimized Urban Green Routes based on GPS Trajectories. IWGS@SIGSPATIAL 2017: 39-48
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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. ICEIS (1) 2017: 23-32
[c76]
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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. ICEIS (1) 2017: 145-151
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Ricardo Ávila, Salomão Santos, David Araújo, Vânia Maria Ponte Vidal, José Antônio Fernandes de Macêdo:
Semantic Links Using SKOS Predicates. KES 2017: 467-473
[c74]
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Ricardo Ávila, David Araújo, Gabriel Lopes, Vânia Maria P. Vidal, José Antônio Fernandes de Macêdo:
Framework Baseado em Ontologias para Publicação e Integração Semântica de Glossários (An Ontology-based Framework for Publishing, Semantic Integration of Glossaries). ONTOBRAS 2017: 43-54
[c73]
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Lívia Almada Cruz, Francesco Lettich, Leopoldo Soares Júnior, Regis Pires Magalhães, José Antônio Fernandes de Macêdo:
Finding the Nearest Service Provider on Time-Dependent Road Networks. TD-LSG@PKDD/ECML 2017: 21-31
[c72]
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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:
A Distributed Framework for Large-Scale Time-Dependent Graph Analysis. TD-LSG@PKDD/ECML 2017: 48-53
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Ricardo Ávila, Salomão Santos, David Araújo, Vânia Maria P. Vidal, José A. F. de Macêdo:
Ligações Semânticas Utilizando Predicados SKOS. SBBD 2017: 88-99
[c70]
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Vinícius Pires de Moura Freire, Fábio Porto, José A. F. de Macêdo:
ParallelNACluster: Uma estratégia paralela de clusterização para o casamento de múltiplos catálogos. SBBD 2017: 100-111
[c69]
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Priscila Rocha Ferreira Rodrigues, Ticiana L. Coelho da Silva, José Maria da Silva Monteiro Filho, José Antônio Fernandes de Macêdo:
Estratégia Distribuída para Análise de Assuntos Abordados no Twitter Via Evolução de Clusters. SBBD (Short Papers) 2017: 258-263
[c68]
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Antonio José Melo Leite Júnior, Emanuele Marques dos Santos, Creto Augusto Vidal, José Antônio Fernandes de Macêdo:
Visual Analysis of Predictive Suffix Trees for Discovering Movement Patterns and Behaviors. SIBGRAPI 2017: 103-110
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Sabeur Aridhi, José Antônio Fernandes de Macêdo, Engelbert Mephu Nguifo, Karine Zeitouni:
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), Skopje, Macedonia, September 18, 2017. CEUR Workshop Proceedings 1929, CEUR-WS.org 2017 [contents]
2016
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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. Comput. Ind. 78: 57-69 (2016)
[c67]
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Ticiana L. Coelho da Silva, Karine Zeitouni, José Antônio Fernandes de Macêdo, Marco A. Casanova:
On-Line Mobility Pattern Discovering using Trajectory Data. EDBT 2016: 682-683
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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. IWGS@SIGSPATIAL 2016: 4:1-4:10
[c65]
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Ticianne G. R. Darin, Rossana M. de Castro Andrade, José Antônio Fernandes de Macêdo, David Araújo, Lana B. Mesquita, Jaime Sánchez:
Usability and UX Evaluation of a Mobile Social Application to Increase Students-Faculty Interactions. HCI (27) 2016: 21-29
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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. IDEAS 2016: 34-42
[c63]
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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. IDEAS 2016: 236-241
[c62]
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Ticiana L. Coelho da Silva, Karine Zeitouni, José Antônio Fernandes de Macêdo, Marco A. Casanova:
CUTiS: optimized online ClUstering of Trajectory data Stream. IDEAS 2016: 296-301
[c61]
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Chiara Renso, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Raffaele Perego, Igo Ramalho Brilhante:
User-Item Group Formation with GroupFinder. IIR 2016
[c60]
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Antonio M. R. Almeida, Maria Isabel Vasconcelos Lima, José Antônio Fernandes de Macêdo, Javam C. Machado:
DMM: A distributed map-matching algorithm using the MapReduce paradigm. ITSC 2016: 1706-1711
[c59]
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Igo Ramalho Brilhante, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Raffaele Perego, Chiara Renso:
Group Finder: An Item-Driven Group Formation Framework. MDM 2016: 8-17
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Ticiana L. Coelho da Silva, Karine Zeitouni, José Antônio Fernandes de Macêdo:
Online Clustering of Trajectory Data Stream. MDM 2016: 112-121
[c57]
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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. MDM 2016: 180-185
[c56]
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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. MDM 2016: 365-368
[c55]
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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. SBBD 2016: 151-156
2015
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Igo Ramalho Brilhante, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Raffaele Perego, Chiara Renso:
On planning sightseeing tours with TripBuilder. Inf. Process. Manag. 51(2): 1-15 (2015)
[j12]
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Igo Ramalho Brilhante, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Raffaele Perego, Chiara Renso:
Planning sightseeing tours using crowdsensed trajectories. ACM SIGSPATIAL Special 7(1): 59-66 (2015)
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Maria Carolina Torres da Silva, Valéria Cesário Times, José Antônio Fernandes de Macêdo, Chiara Renso:
SWOT: A Conceptual Data Warehouse Model for Semantic Trajectories. DOLAP 2015: 11-14
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Camila Ferreira Costa, Javam C. Machado, Mario A. Nascimento, José Antônio Fernandes de Macêdo:
Aggregate k-nearest neighbors queries in time-dependent road networks. MobiGIS 2015: 3-12
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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. SIGSPATIAL/GIS 2015: 56:1-56:4
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Regis Pires Magalhães, Gustavo Coutinho, José Antônio Fernandes de Macêdo, Camila Ferreira Costa, Lívia A. Cruz, Mario A. Nascimento:
Graphast: an extensible framework for building applications on time-dependent networks. SIGSPATIAL/GIS 2015: 93:1-93:4
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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. IDEAS 2015: 41-48
[c49]
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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. IIR 2015
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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. W2GIS 2015: 191-202
[i1]
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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 abs/1509.01881 (2015)
2014
[j11]
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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. J. Inf. Data Manag. 5(1): 28-39 (2014)
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Vinícius Pires de Moura Freire, Fábio André Machado Porto, José Antônio Fernandes de Macêdo, Reza Akbarinia:
NACluster: A Non-supervised Clustering Algorithm for Matching Multi Catalogues. eScience Workshops 2014: 83-86
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Igo Ramalho Brilhante, José Antônio Fernandes de Macêdo, Franco Maria Nardini, Raffaele Perego, Chiara Renso:
TripBuilder: A Tool for Recommending Sightseeing Tours. ECIR 2014: 771-774
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Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Marco A. Casanova:
Discovering frequent mobility patterns on moving object data. MobiGIS 2014: 60-67
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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. ICEIS (1) 2014: 52-59
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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:
Towards an Efficient and Distributed DBSCAN Algorithm Using MapReduce. ICEIS (Revised Selected Papers) 2014: 75-90
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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. MDM (1) 2014: 23-32
2013
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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 Comput. Surv. 45(4): 42:1-42:32 (2013)
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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. J. Comput. Sci. Technol. 28(6): 932-947 (2013)
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Manoel Siqueira, José Maria Monteiro, Angelo Brayner, José Antônio Fernandes de Macêdo, Javam C. Machado:
Approaches to Model Query Interactions. J. Inf. Data Manag. 4(2): 84-93 (2013)
[j7]
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Chiara Renso, Miriam Baglioni, José Antônio Fernandes de Macêdo, Roberto Trasarti, Monica Wachowicz:
How you move reveals who you are: understanding human behavior by analyzing trajectory data. Knowl. Inf. Syst. 37(2): 331-362 (2013)
[c41]
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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. CIKM 2013: 757-762
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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 2013: 127-136
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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. MobiGIS 2013: 22-29
[c38]
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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. ICEIS (1) 2013: 185-192
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Marco A. Casanova, Ângela M. A. Pinheiro, José Antônio Fernandes de Macêdo, Eveline R. Sacramento, Vânia Maria Ponte Vidal:
Ontologies as Theories. ICEIS (2) 2013: 317-322
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Ivanildo Barbosa, Marco Antonio Casanova, Chiara Renso, José Antônio Fernandes de Macêdo:
Average Speed Estimation for Road Networks based on GPS Raw Trajectories. ICEIS (1) 2013: 490-497
[c35]
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Paolo Cintia, Roberto Trasarti, José Antônio Fernandes de Macêdo, Lívia Almada Cruz, Camila Ferreira Costa:
A Gravity Model for Speed Estimation over Road Network. MDM (2) 2013: 136-141
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Fábio da Costa Albuquerque, Marco A. Casanova, José Antônio Fernandes de Macêdo, Marcelo Tílio Monteiro de Carvalho, Chiara Renso:
A Proactive Application to Monitor Truck Fleets. MDM (1) 2013: 301-304
[c33]
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Arlino H. M. de Araújo, José Maria Monteiro, José Antônio Fernandes de Macêdo, Júlio A. Tavares, Angelo Brayner, Sérgio Lifschitz:
On Using an Automatic, Autonomous and Non-Intrusive Approach for Rewriting SQL Queries. SBBD (Short Papers) 2013: 20:1-20:6
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Paolo Cintia, Roberto Trasarti, Camila Ferreira Costa, Lívia Almada Cruz, José Antônio Fernandes de Macêdo:
Estimating Time-Dependent speed functions using a Gravity Model over Road Network. SEBD 2013: 321-328
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Igo Ramalho Brilhante, Michele Berlingerio, Roberto Trasarti, Chiara Renso, José Antônio Fernandes de Macêdo, Marco Antonio Casanova:
Point of Interest Communities Discovery over Mobility Data. SEBD 2013: 421-428
2012
[j6]
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Lívia A. Cruz, Mario A. Nascimento, José Antônio Fernandes de Macêdo:
k-Nearest Neighbors Queries in Time-Dependent Road Networks. J. Inf. Data Manag. 3(3): 211-226 (2012)
[c30]
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Marco A. Casanova, Karin Koogan Breitman, António L. Furtado, Vânia Maria Ponte Vidal, José Antônio Fernandes de Macêdo, Eveline R. Sacramento:
Constraint Reuse in DL-Lite Core with Arbitrary Number Restrictions. AMW 2012: 2-11
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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. CloudDB@CIKM 2012: 9-16
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Fábio da Costa Albuquerque, Ivanildo Barbosa, Marco Antonio Casanova, Marcelo Tílio Monteiro de Carvalho, José Antônio Fernandes de Macêdo:
Proactive Monitoring of Moving Objects. ICEIS (1) 2012: 191-194
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Eveline R. Sacramento, Marco A. Casanova, Karin Koogan Breitman, António L. Furtado, José Antônio Fernandes de Macêdo, Vânia Maria Ponte Vidal:
Dealing with inconsistencies in linked data mashups. IDEAS 2012: 175-180
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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. MDM 2012: 268-273
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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:
Operations over Lightweight Ontologies. OTM Conferences (2) 2012: 646-663
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Diego V. Simões S., Henrique Viana, Nicolas Markey, José Antônio Fernandes de Macêdo:
Querying Trajectories through Model Checking based on Timed Automata. SBBD (Short Papers) 2012: 33-40
[c23]
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Manoel Siqueira, José Maria Monteiro, José Antônio Fernandes de Macêdo, Javam C. Machado:
Approaches to Model Query Interactions. SBBD (Short Papers) 2012: 41-80
[c22]
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Regis Pires Magalhães, Macedo Sousa Maia, Vânia Maria Ponte Vidal, José Antônio Fernandes de Macêdo, José Maria Monteiro, Fábio André Machado Porto:
Desenvolvimento de Linked Data Mashups com o uso de LIDMS. SBBD (Short Papers) 2012: 217-224
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Marco A. Casanova, Karin Koogan Breitman, António L. Furtado, Vânia Maria Ponte Vidal, José Antônio Fernandes de Macêdo:
On the Problem of Matching Database Schemas. Conquering Complexity 2012: 431-461
2011
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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. Int. J. Bus. Data Commun. Netw. 7(2): 29-47 (2011)
[j4]
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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. J. Inf. Data Manag. 2(3): 463-478 (2011)
[c21]
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Stanimir Bakshev, Laura Spinsanti, José Antônio Fernandes de Macêdo, Creto Augusto Vidal, Marco A. Casanova:
Trajectory Semantic Visualization. ICEIS (1) 2011: 326-332
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Igo Ramalho Brilhante, José Antônio Fernandes de Macêdo, Chiara Renso, Marco A. Casanova:
Trajectory data analysis using complex networks. IDEAS 2011: 17-25
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Fernando Wagner Filho, José Antônio Fernandes de Macêdo, Bernadette Farias Lóscio:
An incremental and user feedback-based ontology matching approach. iiWAS 2011: 371-374
[c18]
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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:
The Role of Constraints in Linked Data. OTM Conferences (2) 2011: 781-799
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Diego Victor Simões de Sousa, José Antônio Fernandes de Macêdo:
Uma Linguagem para Correspondência de Padrões Espaço-temporais em Trajetórias Semânticas. SBBD (Short Papers) 2011: 57-64
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Fernando Wagner Filho, José Antônio Fernandes de Macêdo, Bernadette Farias Lóscio:
Uma Abordagem para Matching Icremental entre Ontologias. SBBD (Short Papers) 2011: 123-130
2010
[j3]
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Eveline R. Sacramento, Vânia Maria Ponte Vidal, José Antônio Fernandes de Macêdo, Bernadette Farias Lóscio, Fernanda Lígia R. Lopes, Marco A. Casanova:
Towards Automatic Generation of Application Ontologies. J. Inf. Data Manag. 1(3): 535-550 (2010)
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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:
Towards Automatic Generation of Application Ontologies. ICEIS (1) 2010: 403-406
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  - conf/iiwas/PinheiroVMSCP10
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João Carlos Pinheiro, Vânia Maria Ponte Vidal, José Antônio Fernandes de Macêdo, Eveline R. Sacramento, Marco A. Casanova, Fábio Porto:
Query processing in a three-level ontology-based data integration system. iiWAS 2010: 283-290

2000 – 2009

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2009
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Vânia Maria P. Vidal, João Carlos Pinheiro, Eveline R. Sacramento, José Antônio Fernandes de Macêdo, Bernadette Farias Lóscio:
An Ontology-Based Framework for Heterogeneous Data Sources Integration. RITA 16(2): 61-64 (2009)
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Miriam Baglioni, José Antônio Fernandes de Macêdo, Chiara Renso, Roberto Trasarti, Monica Wachowicz:
Towards Semantic Interpretation of Movement Behavior. AGILE Conf. 2009: 271-288
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Vânia Maria Ponte Vidal, Eveline R. Sacramento, José Antônio Fernandes de Macêdo, Marco A. Casanova:
An Ontology-Based Framework for Geographic Data Integration. ER Workshops 2009: 337-346
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  - conf/sbbd/LauschnerCVM09
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Tanara Lauschner, Marco A. Casanova, Vânia Maria Ponte Vidal, José Antônio Fernandes de Macêdo:
Efficient Decision Procedures for Query Containment and Related Problems. SBBD 2009: 1-15
2008
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  - journals/dke/SpaccapietraPDMPV08
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Stefano Spaccapietra, Christine Parent, Maria Luisa Damiani, José Antônio Fernandes de Macêdo, Fábio Porto, Christelle Vangenot:
A conceptual view on trajectories. Data Knowl. Eng. 65(1): 126-146 (2008)
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Cláudio Carneiro, Arda Alp, José Antônio Fernandes de Macêdo, Stefano Spaccapietra:
Advanced Data Mining Method for Discovering Regions and Trajectories of Moving Objects: "Ciconia Ciconia" Scenario. AGILE Conf. 2008: 201-224
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Fábio Porto, José Antônio Fernandes de Macêdo, Javier Sanchez Tamargo, Yuanjian Wang Zufferey, Vânia Maria P. Vidal, Stefano Spaccapietra:
Towards a Scientific Model Management System. ER Workshops 2008: 55-65
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Miriam Baglioni, José Antônio Fernandes de Macêdo, Chiara Renso, Monica Wachowicz:
An Ontology-Based Approach for the Semantic Modelling and Reasoning on Trajectories. ER Workshops 2008: 344-353
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José Antônio Fernandes de Macêdo, Christelle Vangenot, Walied Othman, Nikos Pelekis, Elias Frentzos, Bart Kuijpers, Irene Ntoutsi, Stefano Spaccapietra, Yannis Theodoridis:
Trajectory Data Models. Mobility, Data Mining and Privacy 2008: 123-150
2007
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José Antônio Fernandes de Macêdo, Fábio Porto, Sérgio Lifschitz, Philippe Picouet:
Dealing with Some Conceptual Data Model Requirements for Biological Domains. AINA Workshops (1) 2007: 651-656
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José Antônio Fernandes de Macêdo, Fábio Porto, Sérgio Lifschitz, Philippe Picouet:
A Conceptual Data Model Language for the Molecular Biology Domain. CBMS 2007: 231-236
[c5]
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Luis Otávio Alvares, Vania Bogorny, José Antônio Fernandes de Macêdo, Bart Moelans, Stefano Spaccapietra:
Dynamic Modeling of Trajectory Patterns using Data Mining and Reverse Engineering. ER (Tutorials, Posters, Panels & Industrial Contributions) 2007: 149-154
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Luis Otávio Alvares, Vania Bogorny, Bart Kuijpers, José Antônio Fernandes de Macêdo, Bart Moelans, Alejandro A. Vaisman:
A model for enriching trajectories with semantic geographical information. GIS 2007: 22
2004
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  - conf/dexa/LemosCSMM04
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Melissa Lemos, Marco A. Casanova, Luiz Fernando Bessa Seibel, José Antônio Fernandes de Macêdo, Antonio Basílio de Miranda:
Ontology-Driven Workflow Management for Biosequence Processing Systems. DEXA 2004: 781-790
2003
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  - conf/wob/SeibelMLLMAD03
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Luiz Fernando Bessa Seibel, José Antônio Fernandes de Macêdo, Melissa Lemos, Sérgio Lifschitz, Antonio Basílio de Miranda, Marcelo Alves, Wim M. Degrave:
A Conceptual Model for Molecular Biology Information. WOB 2003: 47-56
2001
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Flávio Freitas, Sérgio Lifschitz, José Antônio Fernandes de Macêdo:
ARCOJP: Uma Arquitetura para Comparação de Junções Paralelas. SBBD 2001: 286-300

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