Publications

Books

-BELO, Orlando (Org.) ; ALVES, R. (Org.) ; LOURENCO, Analia (Org.) . Data Gadgets 2005, Bringing Up Emerging Solutions for Data Warehousing Systems. 2005. v.1.100 p.

-BELO, Orlando (Org.) ; ALVES, R. (Org.) ; LOURENCO , Analia (Org.) ; AZEVEDO, Paulo (Org.) . Data Gadgets 2004, Bringing Up Emerging Solutions for Data Warehousing Systems., 2004. v.1.84 p.

Book Chapters

-ALVES, R. Gene Expression Biomarkers, Ranking. Encyclopedia of System Biology, Editors-in-chief: Werner Dubitzky; Olaf Wolkenhauer; Kwang-Hyun Cho; Hiroki Yokota, Springer (print and online), v. 2, p. 791-795, 2013.

-ALVES, R. Biomarkers, Ranking. Encyclopedia of System Biology, Editors-in-chief: Werner Dubitzky; Olaf Wolkenhauer; Kwang-Hyun Cho; Hiroki Yokota, Springer (print and online), v. 2, p. 760-761, 2013.

-ALVES, R. ; RIBEIRO, J.; BELO, O.; HAN, J. Ranking Gradients in Multidimensional Spaces. In: Tho Manh Nguyen. (Org.). Complex Data Warehousing and Knowledge Discovery for Advanced Retrieval Development: Innovative Methods and Applications. Hershey, PA, EUA: IGI Global, 2009, v. , p. 251-269.

Selected Refereed Publications

-NETO, HABIB ASSEISS ; TAVARES, WANESSA L.F. ; RIBEIRO, DANIELA C.S.Z. ; ALVES, RONNIE C.O. ; FONSECA, LEORGES M. ; CAMPOS, SÉRGIO V.A. . On the utilization of deep and ensemble learning to detect milk adulteration. BioData Mining, v. 12, p. 1-10, 2019.

-JAFFÉ, RODOLFO ; VEIGA, JAMILLE C. ; POPE, NATHANIEL S. ; LANES, ÉDER C. M. ; CARVALHO, CAROLINA S. ; Alves, Ronnie ; ANDRADE, SÓNIA C. S. ; ARIAS, MARIA C. ; BONATTI, VANESSA ; CARVALHO, AIRTON T. ; CASTRO, MARINA S. ; CONTRERA, FELIPE A. L. ; FRANCOY, TIAGO M. ; FREITAS, BRENO M. ; GIANNINI, TEREZA C. ; HRNCIR, MICHAEL ; MARTINS, CELSO F. ; OLIVEIRA, GUILHERME ; SARAIVA, ANTONIO M. ; SOUZA, BRUNO A. ; IMPERATRIZ'FONSECA, VERA L. . Landscape genomics to the rescue of a tropical bee threatened by habitat loss and climate change. Evolutionary Applications, v. 1, p. 1-10, 2019.

-GAGEN, EMMA J. ; LEVETT, ALAN ; PAZ, ANAT ; GASTAUER, MARKUS ; CALDEIRA, CECÍLIO FROIS ; VALADARES, RAFAEL BORGES DA SILVA ; BITENCOURT, JOSÉ AUGUSTO PIRES ; Alves, Ronnie ; OLIVEIRA, GUILHERME ; SIQUEIRA, -JOSE OSWALDO ; VASCONCELOS, PAULO M. ; SOUTHAM, GORDON . Biogeochemical processes in canga ecosystems: Armoring of iron ore against erosion and importance in iron duricrust restoration in Brazil. ORE GEOLOGY REVIEWS, v. 107, p. 573-586, 2019.

-SAHOO, PRAFULLA KUMAR ; GUIMARÃES, JOSÉ TASSO FELIX ; SOUZA-FILHO, PEDRO WALFIR MARTINS ; POWELL, MIKE A. ; DA SILVA, MARCIO SOUSA ; MORAES, ALINE MAMEDE ; Alves, Ronnie ; LEITE, ALESSANDRO SABÁ ; JÚNIOR, WILSON NASCIMENTO ; RODRIGUES, TARCÍSIO MAGEVSKI ; COSTA, VLADIMIR ELIODORO ; DALL'AGNOL, ROBERTO . Statistical analysis of lake sediment geochemical data for understanding surface geological factors and processes: An example from Amazonian upland lakes, Brazil. CATENA, v. 175, p. 47-62, 2019.

-GASTAUER, MARKUS ; VERA, MABEL PATRICIA ORTIZ ; DE SOUZA, KLEBER PADOVANI ; PIRES, EDER SOARES ; Alves, Ronnie ; CALDEIRA, CECÍLIO FROIS ; RAMOS, SILVIO JUNIO ; OLIVEIRA, GUILHERME . A metagenomic survey of soil microbial communities along a rehabilitation chronosequence after iron ore mining. Scientific Data, v. 6, p. 190008, 2019.

-SANTOS, V.; Corrêa, L. H. S.; MEIGUINS, B.; OLIVEIRA, G.; ALVES, RONNIE Metagenomics-based signature clustering and interactive visualization analysis In: International Joint Conference on Neural Networks (IJCNN), 2018, Rio de Janeiro. International Joint Conference on Neural Networks (IJCNN). IEEE, 2018.

-NASCIMENTO, SIDNEY VASCONCELOS DO; MAGALHÃES, MARCELO MURAD; CUNHA, ROBERTO LISBOA; COSTA, PAULO HENRIQUE DE OLIVEIRA; ALVES, RONNIE CLEY DE OLIVEIRA; OLIVEIRA, GUILHERME CORRÊA DE; VALADARES, RAFAEL BORGES DA SILVA. Differential accumulation of proteins in oil palms affected by fatal yellowing disease. PLoS One, v.13, p.e0195538 - , 2018.

-LANES, ÉDER C.; POPE, NATHANIEL S.; Alves, Ronnie; CARVALHO FILHO, NELSON M.; GIANNINI, TEREZA C.; GIULIETTI, ANA M.; IMPERATRIZ-FONSECA, VERA L.; MONTEIRO, WALÉRIA; OLIVEIRA, GUILHERME; SILVA, AMANDA R.; SIQUEIRA, JOSÉ O.; SOUZA-FILHO, PEDRO W.; VASCONCELOS, SANTELMO; JAFFÉ, RODOLFO Landscape Genomic Conservation Assessment of a Narrow-Endemic and a Widespread Morning Glory From Amazonian Savannas. Frontiers in Plant Science, v.9, p.532 - , 2018.

-GUIMARÃES, JOSÉ TASSO FELIX ; CARREIRA, LÉA MARIA MEDEIROS ; ALVES, R ; MARTINS E SOUZA FILHO, PEDRO WALFIR ; GIANNINI, TEREZA CRISTINA ; MACAMBIRA, HIGOR JARDIM ; DA SILVA, EDILSON FREITAS ; DIAS, ANNA CHRISTINA RIO ; DA SILVA, CARLA BASTISTA ; ROMEIRO, LUIZA DE ARAÚJO ; RODRIGUES, TARCÍSIO MAGEVSKI . Pollen morphology of the Poaceae: implications of the palynological and paleoecological records of the southeastern Amazon in Brazil. PALYNOLOGY, v. 1, p. 1-13, 2017.

-RUFFLE, FLORENCE ; AUDOUX, JEROME ; BOUREUX, ANTHONY ; BEAUMEUNIER, SACHA ; GAILLARD, JEAN-BAPTISTE ; BOU SAMRA, ELIAS ; MEGARBANE, ANDRE ; CASSINAT, BRUNO ; CHOMIENNE, CHRISTINE ; ALVES, R ; RIQUIER, SEBASTIEN ; GILBERT, NICOLAS ; LEMAITRE, JEAN-MARC ; BACQ-DAIAN, DELPHINE ; BOUGÉ, ANNE LAURE ; PHILIPPE, NICOLAS ; COMMES, THERESE . New chimeric RNAs in acute myeloid leukemia. F1000RESEARCH, v. 6, p. 1302, 2017.

-GUIMARAES, J. T. F. ; REIS, L. ; FIGUEIREDO, M. ; RODRIGUES, T. ; Alves, Ronnie ; SOUZA, P. M. ; SILVA, M. S. ; SAHOO, PRAFULLA KUMAR ; GIANNINI, T. C. ; CARREIRA, L. . Modern pollen rain as a background for palaeoenvironmental studies in the Serra dos Carajás, southeastern Amazonia. HOLOCENE, p. 095968361668326, 2017.

-BEAUMEUNIER, S.; AUDOUX, J.; BOUREUX, A.; COMMES, T.; FRUFFLE, F.; ALVES, R. On the evaluation of the fidelity of supervised classifiers in the prediction of chimeric RNAs. BioData Mining, 2016.

-GIANNINI, T. C. ; GIULIETTI, A. ; HARLEY, R. ; VIANA, P. ; JAFFE, R. ; Alves, R. ; PINTO, C. ; MOTA, N. ; CALDEIRA, C. ; IMPERATRIZ-FONSECA, V. ; FURTINI, A. ; SIQUEIRA, J. . Selecting plant species for practical restoration of degraded lands using a multiple-trait approach. Austral Ecology (Print), 2016.

-RICHARD, FRANÇOIS D., ALVES, R, KAJAVA, ANDREY V. A scoring tool for boundary determination between repetitive and non-repetitive protein sequences. Bioinformatics. 2016.

- LIRA, WALLACE P., GAMA, F., BARBOSA, H., ALVES, RONNIE, DE SOUZA, C. R. B. VCloud: Adding Interactiveness to Word Clouds for Knowledge Exploration in Large Unstructured Texts In: The 31st ACM Symposium on Applied Computing (SAC 2016), 2016, Pisa.

-LIRA, W. P. ; ALVES, R.; COSTA, J.M.R. ; PESSIN, G. GALVAO, L.; CARDOSO, A.C. ; DE SOUZA, C.R.B. A Visual-Analytics System for Railway Safety Management. IEEE Computer Graphics and Applications, v. 34, p. 52-57, 2014.

-GUIMARAES, J.T.F; SOUZA-FILHO, P.W.M ; ALVES, R; DE SOUZA, E.B; DA COSTA, F.R; REIS, L. S.; SAHOO, P.K.; DE OLIVEIRA MANES, C-L.; SILVA JUNIOR, R.O.; OTI, D.; DALL'AGNOL, R. Source and distribution of pollen and spores in surface sediments of a plateau lake in southeastern Amazonia. Quaternary International, v. xx, p. 1-16, 2014.

-GUIMARAES, J.T.F; NOGUEIRA, A.C.R.; BANDEIRA, J.; SOARES, J.; ALVES, R.; KERN, A. Palynology of the middle miocene-pliocene novo remanso formation, central amazonia, Brazil. Ameghiniana, v. 52, p. 107-134, 2014.

-GUIMARAES, J. T. F. ; COHEN, M. C. L. ; FRANCA, M. C. ; PESSENDA, L.C.R ; SOUZA, E.J. ; NOGUEIRA, A.C.R. ; ALVES, R. . Recent effects of tidal and hydro-meteorological changes on coastal plains near the mouth of the Amazon River. Earth Surface Processes and Landforms (Print), v. 1, p. n/a-n/a, 2013.

-MENDOZA, MARIANA R. ; DA FONSECA, GUILHERME C. ; LOSS-MORAIS, GUILHERME ; ALVES, R; MARGIS, ROGERIO ; BAZZAN, ANA L. C. . RFMirTarget: Predicting Human MicroRNA Target Genes with a Random Forest Classifier. Plos One, v. 8, p. e70153, 2013.

-SIMAO, E.M.; SINIGAGLIA, M.; BUGS, C.A., CASTRO, M.A.A.; LIBRELOTTO, G. R.; ALVES, R.; MOMBACH, J. C. M. Induced genome maintenance pathways in pre-cancer tissues describe an anti-cancer barrier in tumor development. Molecular Biosystems (Print), 2012.

-ALVES, R. ; RODRIGUEZ-BAENA, D. S. ; AGUILAR-RUIZ, J. S. Gene Association Analysis: A Survey of Frequent Pattern Mining from Gene Expression Data. BRIEFINGS IN BIOINFORMATICS, p. 210-224, 2010.

-ALVES, R. ; BELO, O.; RIBEIRO, J. Mining Significant Change Patterns in Multidimensional Spaces. International Journal of Business Intelligence and Data Mining, v. 4, p. 219-241, 2009.

-ALVES, R. ; BELO, O.; RIBEIRO, J. Mining Top-k Multidimensional Gradients. Lecture Notes in Computer Science, v. 4654, p. 375-384, 2007.

-ALVES, R. ; BELO, O. On the Computation of Maximal-Correlated Cuboids Cells. Lecture Notes in Computer Science, v. 4081, p. 165-174, 2006.

FERREIRA, P.; ALVES, R. ; BELO, O.; CORTESAO, L. Establishing Fraud Detection Patterns Based on Signatures. Lecture Notes in Computer Science, v. 4065, p. 526-538, 2006.

-ALVES, R. ; BELO, O. Programming Relational Databases for itemset Mining over Large Transactional Tables. Lecture Notes in Computer Science, v. 3808, p. 314-324, 2005.

Refereed Conferences and Workshops Publications

-XAVIER JUNIOR, R. B. ; DE SOUZA, KLEBER PADOVANI ; ALVES, R. . Genome Assembly using Reinforcement Learning. In: In the Brazilian Symposium on Bioinformatics (BSB), 2019, Fortaleza. Lecture Notes in Bioinformatics (LNBI), 2019.

-OLIVEIRA JUNIOR, P. P. F. ; SOUZA, K. P. ; ALVES, R. . On Clustering Validation in Metagenomics Sequence Binning. In: In the Brazilian Symposium on Bioinformatics (BSB), 2019, Fortaleza. Lecture Notes in Bioinformatics (LNBI), 2019.

-SANTOS, E. F. F. L. ; MAUES, D. ; GUIMARAES, L. C. ; AZEVEDO, V. ; SILVA, A. L. ; GHOSH, P. ; MORAIS, J. ; RAMOS, R. T. ; ALVES, R. . A clustering approach to identify candidates to housekeeping genes based on RNA-seq data. In: In the Brazilian Symposium on Bioinformatics (BSB), 2019, Fortaleza. Lecture Notes in Bioinformatics (LNBI), 2019.

-SILVA, R. L. S. ; SOUZA, K. P. ; Góes, F. R. ; ALVES, R. . A Random Forest Classifier for Prokaryotes Gene Prediction. In: In the Brazilian Conference on Intelligent System (BRACIS), 2019, Salvador. IEEE Xplore Digital Library, 2019.

-FLEXA, C. ; GOMES, W. ; VIADEMONTE, S. ; SALES, C. ; ALVES, R. . A geometry-based approach to visualize high-dimensional data. In: In the Brazilian Conference on Intelligent System (BRACIS), 2019, Salvador. IEEE Xplore Digital Library, 2019.

-ALVES A., ALVES R. Um pipeline para predição de genes em dados metatranscriptômicos. In the 14 Encontro Nacional de Inteligência Artificial e Computacional (ENIAC). The 6th Brazilian Conference on Intelligent Systems (BRACIS), Uberlandia, Brazil, Outubro 2-5, 2017. [pdf]

-JUNIOR, J.F.D.; ALVES, R; COMMES, T. A module-based approach for evaluating differential genome-wide expression profiles. In the 5th Brazilian Conference on Intelligent System (BRACIS). Recife, PE, Brazil, October 9-12, 2016. [pdf]

-LIRA, W.P.; GAMA, F.; BARBOSA, H.; ALVES, R.; SOUZA, C.R.B.: VCloud: adding interactiveness to word clouds for knowledge exploration in large unstructured texts. ACM SAC 2016: 193-198-BEAUMEUNIER, S., AUDOUX, J., BOUREAUX, A., COMMES, T., PHILIPPE, N., ALVES, R. The Role of Machine Learning in Finding Chimeric RNAs. 6th International Workshop on Biological Knowledge Discovery and Data Mining (BIOKDD 2015), Valencia, Spain, September 1-4, 2015. [site] Best Paper Award at BIOKDD-DEXA'15

-LICHTNOW, D.; ALVES, R.; PASTOR, O.; BURRIEL, V.; OLIVEIRA, J.P.M.: BION2SEL: An Ontology-Based Approach for the Selection of Molecular Biology Databases. In the Brazilian Symposium on Bioinformatics (BSB), Belo Horizonte, MG, Brazil, October 28-30, 2014. To appear in the Lecture Notes in Bioinformatics (LNBI), vol. 8826 Springer. 83-90.

-GOES, F.; ALVES, R.; CORREA, L.; CHAPARRO, C. and THOM, L. A comparison of classification methods for gene prediction in metagenomics. In the International Workshop on New Frontiers in Mining Complex Patterns (NFmcp). The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), Nancy, France, September 15-19, 2014.

-GOES, F.; ALVES, R.; CORREA, L.; CHAPARRO, C. and THOM, L. Towards an ensemble learning strategy for metagenomic gene prediction. In the Brazilian Symposium on Bioinformatics (BSB), Belo Horizonte, MG, Brazil, October 28-30, 2014. Lecture Notes in Bioinformatics (LNBI), vol. 8826 Springer, pp.17-24.

-CORREA, L.; ALVES, R.; GOES, F.; CHAPARRO, C. and THOM, L. A pipeline for functional and visual analytics of microbial genetic networks. In the 2nd International Workshop on Dynamic Networks and Knowledge Discovery (DyNaK). The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), Nancy, France, September 15-19, 2014.

-CORREA, L.; ALVES, R.; GOES, F.; CHAPARRO, C. and THOM, L. FUNN-MG: A metagenomic systems biology computational framework. In the Brazilian Symposium on Bioinformatics (BSB), Belo Horizonte, MG, Brazil, October 28-30, 2014. Lecture Notes in Bioinformatics (LNBI), vol. 8826 Springer, pp.25-32.

-ALVES, R.; MENDES, MARCUS; BONNATO, DIEGO. A Network-Based Meta-analysis Strategy for the Selection of Potential Gene Modules in Type 2 Diabetes. In: 8th Brazilian Symposium on Bioinformatics, 2013, Recife. Advances in Bioinformatics and Computational Biology. Lecture Notes in Computer Science. New York: Springer International Publishing, 2013. v. 8213. p. 160-169.

-MENDONZA, M.; FONSECA, G.; MORAIS, G.; ALVES, R.; BAZZAN, A.; MARGIS, R. RFMirTarget: A Random Forest classifier for Human miRNA target gene prediction In: Brazilian Symposium on Bioinformatics, 2012, Campo Grande.

-ALVES, R.; FERREIRA, P.; RIBEIRO, J.; BELO, O. Detecting Abnormal Patterns in Call Graphs based on the Aggregation of Relevant Vertex Measures In: 12th Industrial Conference on Data Mining, 2012, Berlin.

-LICHTNOW, D.; LEVIN, A.; ALVES, R.; CASTELLO, I. M.; PULIDO, L.; DOPAZO, J.; PASTOR, O.; OLIVEIRA, J.P.M. Using Metadata and Web Metrics to Create a Ranking of Genomic Databases. In: IADIS WWW/Internet 2011, 2011, Rio de Janeiro. IADIS WWW/Internet 2011.

-LICHTNOW, D.; ALVES, R. ; OLIVEIRA, J.P.M.; LEVIN, A.; PASTOR, O.; CASTELLO, I. M.; DOPAZO, J. Using Papers Citations for Selecting The Best Genomic Databases. In: 30th International Conference of the Chilean Computer Science Society, 2011, Curico. The Jornadas Chilenas de Computación (JCC), 2011.

-ALVES, R. ; RODRIGUEZ-BAENA, D. S. ; AGUILAR-RUIZ, J. S. Gene Association Analysis. In: 1st International Society for Computational Biology Regional Latin American meeting (ISCB-LA), 2010, Montevideo, Uruguay.

-ALVES, R.; BELO, O. Multidimensional Data Mining. In: IV Simposio Doutoral do Departamento de Informatica, 2007, Braga. SDDI'2007, 2007.

- ALVES, R.; BELO, O. Effective OLAP Mining of Evolving Data Marts. In: 11th International Database Engineering and Applications Symposium (IDEAS 2007), 2007, Banff, Canada. International Database Engineering and Applications Symposium, 2007. p. 120-128.

-FERREIRA, P.; LIBRELOTTO, G.; ALVES, R. . Discovering Co-Relations on Research Topics and Authors from the PubMed Database. In: 13th Portuguese Conference on Artificial Intelligence - EPIA'07, 2007, Guimaraes. 2nd Workshop on Text Mining and Applications, 2007.

-FERREIRA, P.; ALVES, R.; BELO, O.; RIBEIRO, J. Detecting Telecommunications Fraud based on Signature Clustering Analysis. In: 13th Portuguese Conference in Artificial Intelligence - EPIA'07, 2007, Guimaraes. Workshop on Business Intelligence, 2007.

-ALVES, R.; BELO, O. Analytical Data Mining for Stream Data Analysis. In: III Simposio Doutoral do Departamento de Informatica, 2006, Braga. SDDI'2006, 2006.

-ALVES, R.; FERREIRA, P.; BELO, O.; RIBEIRO, J.; LOPES, J.; CORTESAO, L . Discovering Telecom Fraud Situations through Mining Anomalous Behavior Patterns. In: ACM SIGKDD 2006, 2006, Philadelphia. 1st Workshop on Data Mining for Business Applications, 2006.

-FERREIRA, P.; ALVES, R.; AZEVEDO, P.; BELO, O. A Hybrid Method to Discover Inter-Transactional Rules. In: Jornadas de Ingenieria del Software y Bases de Datos (JISBD), 2005, Granada. JISBD 2005, 2005. p. 131-138.

-ALVES, R.; BELO, O. Mining Clickstream-based Data Cubes. In: International Conference On Enterprise Information Systems, 2004, Porto. ICEIS'2004, 2004. p. 583-586.

-ALVES, R.; CAVALCANTI, F.T.; FERREIRA, P.; BELO, O. Clickstreams, the basis to establish user navigation patterns on web sites. In: International Conference On Data Mining 2004, 2004, Malaga. Data Mining'2004, 2004. p. 87-132.

-ALVES, R.; LOURENCO, A.; BELO, O. When the Hunter Becomes the Prey: Tracking Down Web Crawlers in Clickstreams. In: Data Gadgets 2005, Bringing Up Emerging Solutions for Data Warehousing Systems, 2004, Malaga. Data Gadgets 2004, 2004.

-ALVES, R..; BELO; O. An OLAM Approach to Analize e-commerce Clickstreams. In: I Simposio Doutoral do Departamento de Informatica, 2003, Braga. SDDI'2003, 2003.

Talks & Seminars

-Tutorial on The "The Pervasiveness of Machine Learning in Omics Science", The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), Nancy, France, September 15-19, 2014.

-Seminar entitled "The Pervasiveness of Machine Learning in Omics Science" presented at the plenary sessions of the IBC, Montpellier, France, October 10, 2014.

-Short course on Introduction to Business Process Management and Artificial Intelligence on Bioinformatics, 8th Braziliam Symposium on Information System, Sao Paulo, Brazil, May.16-18, 2012

-Short course on Transcriptome Data Mining, 9th Braziliam Symposium on Bioinformatics Brasilia, Brazil, Aug.7-9, 2011

-Data Mining: Concepts and Techniques, Seminar Series of the Graduate Program in Systems and Industrial Process, PPGSPI-UNISC, Santa Cruz, Brazil, Nov, 2011

-Weighted Gene Co-Expression Network-based Modules, Seminar Series of the Graduate Program in Physics, PGFISICA-UFSM, Santa Maria, Brazil, Sept, 2011

-Modules in Transcriptomics, System Biology course, PPGBCM-UFRGS, Porto Alegre, June, 2011

-Introduction to Machine Learning Techniques and its Application on Bioinformatics, Seminar Series of the Graduate Program in Computer Science, PPGC-UFRGS, May, 2011

-Methods and Algorithms for Analyzing Biological Networks: Cliques in Transcriptome and Proteome, Regular Seminar Series of the Center for Biotechnology, PPGBCM-UFRGS, May, 2010

-Transcriptomic Data Analysis: Theoretical and Practical Aspects of Gene Expression Analysis, Regular Seminar of the Institute of Informatics, PPGC-UFRGS, april, 2010

-Gene association analysis, The first International Society for Computational Biology Regional Latin America, ISCB-LA, Montevideu, Uruguay, March, 2010

-Mining Superimposed Fraud Situations in Telecommunications. LIACC/NIADD Seminar, University of Porto, Porto, Portugal, November, 2006

Organizational Activities

-Program Committee (Reviewer), Business Applications of Social Network Analysis workshop (BASNA) Co-located with 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining.

-Review Committee of the book: Data Mining Applications with R by Elsevier. Expected publication date November 2013.

-Referee Services to the Nucleic Acids Research (Online Journal)

-Reviewer, 8th Brazilian National Meeting on Artificial Intelligence (ENIA) – 31st Congress of the Brazilian Computer Society (CSBC), 2011.

-Referee Services to the International BMC Bioinformatics Journal.

-Program Committee (Reviewer), Business Applications of Social Network Analysis workshop (BASNA) Co-located with 4th IEEE International Conference on Internet Multimedia Systems Architecture and Application.

-Reviewer, The 4th Workshop on Domain Driven Data Mining (DDDM) Workshop with the 2010 IEEE International Conference on Data Mining (ICDM 2010)

-Reviewer, 3rd International Workshop on Semantic Aspects in Data Mining (SADM) with the 2010 IEEE International Conference on Data Mining (ICDM 2010).

-Referee Services to the International Journal of Data Mining and Bioinformatics (IJDMB).

-Reviewer, the 3rd DDDM Workshop with IEEE ICDM 2009.

-Reviewer, 2nd SADM Workshop with IEEE ICDM. 2009.

-Referee Services to the Journal of the Brazilian Computer Society (JBCS).

-Reviewer, the Mining Multidimensional Data (MDM) Workshop with the 11th Principles and Practice of Knowledge Discovery (PKDD) 2008.

-Reviewer, the 2nd DDDM Workshop with IEEE ICDM 2008.

-Reviewer, the 7th SIAM International Conference on Data Mining (SDM) 2007.

-Reviewer, the 26th ACM SIGMOD 2007.

-Reviewer, the 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2007.