Rosane Minghim

Faculty

Bachelor in Computer Science from Universidade de São Paulo (1985), master's in Electric Engineering from Universidade Estadual de Campinas (1990) and doctorate in Computer Studies from University of East Anglia (1995). Has experience in Computer Science, focusing on Methodology and Computational Techniques, acting on the following subjects: data visualization, data science and applications

Lattes: http://lattes.cnpq.br/5138799833042314
E-mail: rminghim@icmc.usp.br
Homepage: http://www.icmc.usp.br

Education

University:
Instituto de Ciências Matemáticas e de Computação
Year:
2009
Thesis:
Visualização de Dados através de Mapeamentos no plano
University:
University of Massachusetts Lowell
Year:
2002
Funding:
Fundação de Amparo à Pesquisa do Estado de São Paulo
Doctorate in
Computer Studies
University:
University of East Anglia
Year:
1995
Thesis:
On Sound Support for Visualization
Advisor:
Archibald Robin Forrest
Funding:
Conselho Nacional de Desenvolvimento Científico e Tecnológico
Master in
Engenharia Elétrica
University:
Universidade Estadual de Campinas
Year:
1990
Thesis:
MODELAGEM DE OBJETOS POR SPLINES
Advisor:
CLESIO LUIZ TOZZI
Funding:
Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
Graduation in
Bacharelado em Ciências da Computação
University:
Universidade de São Paulo
Year:
2002
Thesis:
Advisor:
Funding:
Fundação de Amparo à Pesquisa do Estado de São Paulo

Publications

SHERKAT, EHSAN; NOURASHRAFEDDIN, SEYEDNASER; MILIOS, EVANGELOS E.; MINGHIM, ROSANE. Interactive Document Clustering Revisited. Proceedings of the 2018 Conference on Human Information Interaction&Retrieval - IUI '18 (2018). ISSN: . DOI: 10.1145/3172944.3172964

MAKKI, RAHELEH; CARVALHO, EDER; SOTO, AXEL J.; BROOKS, STEPHEN; OLIVEIRA, MARIA CRISTINA FERREIRA DE; MILIOS, EVANGELOS; MINGHIM, ROSANE. ATR-Vis. ACM Transactions on Knowledge Discovery from Data (2018). ISSN: 15564681. DOI: 10.1145/3047010

NOURASHRAFEDDIN, SEYEDNASER; SHERKAT, EHSAN; MINGHIM, ROSANE; MILIOS, EVANGELOS E.. A Visual Approach for Interactive Keyterm-Based Clustering. ACM Transactions on Interactive Intelligent Systems (2018). ISSN: 21606455. DOI: 10.1145/3181669

CARNIELLI, CAROLINA MORETTO; BUSSO-LOPES, ARIANE FIDELIS; CERVIGNE, NILVA KARLA; SAWAZAKI-CALONE, IRIS; MEIRELLES, GABRIELA VAZ; MARCHI, FÁBIO ALBUQUERQUE; TELLES, GUILHERME PIMENTEL; MINGHIM, ROSANE; RIBEIRO, ANA CAROLINA PRADO; BRANDÃO, THAÍS BIANCA; DE CASTRO, GILBERTO; MACEDO, CAROLINA CARNEIRO SOARES; GONZÁLEZ-ARRIAGADA, WILFREDO ALEJANDRO; GOMES, ALEXANDRE; PENTEADO, FABIO; SANTOS-SILVA, ALAN ROGER; LOPES, MÁRCIO AJUDARTE; RODRIGUES, PRISCILA CAMPIONI; SUNDQUIST, ELIAS; SALO, TUULA; DA SILVA, SABRINA DANIELA; ALAOUI-JAMALI, MOULAY A.; DE ROSSI, TATIANE; GRANER, EDGARD; FOX, JAY W.; COLETTA, RICARDO DELLA; PAES LEME, ADRIANA FRANCO; GRANATO, DANIELA CAMPOS; RIVERA, CÉSAR; DOMINGUES, ROMÊNIA RAMOS; PAULETTI, BIANCA ALVES; YOKOO, SAMI; HEBERLE, HENRY. Combining discovery and targeted proteomics reveals a prognostic signature in oral cancer. Nature Communications (2018). ISSN: 20411723. DOI: 10.1038/s41467-018-05696-2

HUANG, LULU; MATWIN, STAN; DE CARVALHO, EDER J.; MINGHIM, ROSANE. Active Learning with Visualization for Text Data. Proceedings of the 2017 ACM Workshop on Exploratory Search and Interactive Data Analytics - ESIDA '17 (2017). ISSN: . DOI: 10.1145/3038462.3038469

HEBERLE, HENRY; CARAZZOLLE, MARCELO FALSARELLA; TELLES, GUILHERME P.; MEIRELLES, GABRIELA VAZ; MINGHIM, ROSANE. CellNetVis: a web tool for visualization of biological networks using force-directed layout constrained by cellular components. BMC BIOINFORMATICS (2017). ISSN: 14712105. DOI: 10.1186/s12859-017-1787-5

DANG, ANH; MOH'D, ABIDALRAHMAN; MILIOS, EVANGELOS; MINGHIM, ROSANE. What is in a Rumour. Proceedings of the 33rd Computer Graphics International on - CGI '16 (2016). ISSN: . DOI: 10.1145/2949035.2949040

DANG, ANH; SMIT, MICHAEL; MOH'D, ABIDALRAHMAN; MINGHIM, ROSANE; MILIOS, EVANGELOS. Toward understanding how users respond to rumours in social media. 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) (2016). ISSN: . DOI: 10.1109/ASONAM.2016.7752326

PAIVA, J. G. S.; SCHWARTZ, W. R.; PEDRINI, H.; MINGHIM, R.. An Approach to Supporting Incremental Visual Data Classification. IEEE Transactions on Visualization and Computer Graphics (2015). ISSN: 10772626. DOI: 10.1109/tvcg.2014.2331979

DANG, ANH; MOH'D, ABIDALRAHMAN; GRUZD, ANATOLIY; MILIOS, EVANGELOS; MINGHIM, ROSANE. A Visual Framework for Clustering Memes in Social Media. Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015 - ASONAM '15 (2015). ISSN: . DOI: 10.1145/2808797.2808830

MOTTA, R. C.; MINGHIM, R.; LOPES, A. A.; OLIVEIRA, M.C.F.. Graph-based measures to assist user assessment of multidimensional projections. Neurocomputing (Amsterdam) (2015). ISSN: 09252312. DOI: 10.1016/j.neucom.2014.09.063

PAGLIOSA, PAULO; PAULOVICH, FERNANDO V.; MINGHIM, ROSANE; LEVKOWITZ, HAIM; NONATO, LUIS GUSTAVO. Projection inspector: Assessment and synthesis of multidimensional projections. Neurocomputing (Amsterdam) (2015). ISSN: 09252312. DOI: 10.1016/j.neucom.2014.07.072

SILVA, R. D.; MINGHIM, R.; PEDRINI, H.. 3D Edge Detection Based on Boolean Functions and Local Operators. International Journal of Image and Graphics (2015). ISSN: 02194678. DOI: 10.1142/S0219467815500035

MARTINS, R. M.; TELEA, A.; MINGHIM, ROSANE. Explaining Neighborhood Preservation for Multidimensional Projections. Proceedings of (2015). ISSN: . DOI: 10.2312/cgvc.20151234

SIQUEIRA, P. H.; TELLES, G. P.; MINGHIM, R.. Revisiting Landscape Views in Information Visualization. Bruno Lopes; Talita Perciano. (Org.). Learning and Infering. Festschrift for Alejandro C. Frery on the Occasion of his 55th Birthday (2015). ISSN: . DOI:

HEBERLE, H.; MEIRELLES, G. V.; SILVA, F. R.; TELLES, G. P.; MINGHIM, R.. InteractiVenn: a web-based tool for the analysis of sets through Venn diagrams. BMC Bioinformatics (2015). ISSN: 14712105. DOI: 10.1186/s12859-015-0611-3

KAWAHARA, R.; BRANDAO, T. B.; FILGUEIRAS, P. R.; CRUZ, K. S. P.; BARBUTO, J. A.; POPPI, R. J.; MINGHIM, R.; TELLES, G. P.; FONSECA, F. P.; FOX, J. W.; SANTOS-SILVA, A. R.; MEIRELLES, G. V.; COLETTA, R. D.; SHERMAN, N. E.; LEME, A. F. P.; HEBERLE, H.; DOMINGUES, R. R.; GRANATO, D. C.; YOKOO, S.; CANEVAROLO, R. R.; WINCK, F. V.; RIBEIRO, A. C. P.. Integrative analysis to select cancer candidate biomarkers to targeted validation. OncoTarget (2015). ISSN: 19492553. DOI: 10.18632/oncotarget.6018

ETEMADPOUR, RONAK; MOTTA, ROBSON; PAIVA, JOSE GUSTAVO DE SOUZA; MINGHIM, ROSANE; DE OLIVEIRA, MARIA CRISTINA FERREIRA; LINSEN, LARS. Perception-Based Evaluation of Projection Methods for Multidimensional Data Visualization. IEEE Transactions on Visualization and Computer Graphics (2015). ISSN: 10772626. DOI: 10.1109/tvcg.2014.2330617

SOTO, AXEL J.; MOHAMMAD, ABIDALRAHMAN; ALBERT, ANDREW; ISLAM, AMINUL; MILIOS, EVANGELOS; DOYLE, MICHAEL; MINGHIM, ROSANE; FERREIRA DE OLIVEIRA, MARIA CRISTINA. Similarity-Based Support for Text Reuse in Technical Writing. Proceedings of the 2015 ACM Symposium on Document Engineering - DocEng '15 (2015). ISSN: . DOI: 10.1145/2682571.2797068

MARTINS, RAFAEL MESSIAS; COIMBRA, DANILO BARBOSA; MINGHIM, ROSANE; TELEA, A.C.. Visual analysis of dimensionality reduction quality for parameterized projections. Computers & Graphics (2014). ISSN: 00978493. DOI: 10.1016/j.cag.2014.01.006

TELLES, G. P.; ALMEIDA, N. F.; WALTER, M. E. M. T.; MINGHIM, ROSANE. Live Phylogeny. Journal of Computational Biology (2013). ISSN: 10665277. DOI: 10.1089/cmb.2012.0219

PAIVA, J. G. S.; SCHWARTZ, W. R.; PEDRINI, H.; MINGHIM, R.. Semi-Supervised Dimensionality Reduction based on Partial Least Squares for Visual Analysis of High Dimensional Data. Computer Graphics Forum (Print) (2012). ISSN: 01677055. DOI: 10.1111/j.1467-8659.2012.03126.x

PAULOVICH, FERNANDO V.; TOLEDO, FRANKLINA M. B.; TELLES, GUILHERME P.; MINGHIM, ROSANE; NONATO, LUIS GUSTAVO. Semantic Wordification of Document Collections. Computer Graphics Forum (Print) (2012). ISSN: 01677055. DOI: 10.1111/j.1467-8659.2012.03107.x

POCO, J.; ELER, D. M.; PAULOVICH, F. V.; MINGHIM, R.. Employing 2D Projections for Fast Visual Exploration of Large Fiber Tracking Data. Computer Graphics Forum (Print) (2012). ISSN: 01677055. DOI: 10.1007/s10044-012-0266-x

MARTINS, R.; ANDERY, G. F.; HEBERLE, H.; PAULOVICH, F. V.; LOPES, A. A.; PEDRINI, H.; MINGHIM, R.. Multidimensional Projections for Visual Analysis of Social Networks. Journal of Computer Science and Technology (2012). ISSN: 10009000. DOI: 10.1007/s11390-012-1265-5

FELIZARDO, KATIA R.; ANDERY, GABRIEL F.; PAULOVICH, FERNANDO V.; MINGHIM, ROSANE; MALDONADO, JOSé C.. A visual analysis approach to validate the selection review of primary studies in systematic reviews. Information and Software Technology (2012). ISSN: 09505849. DOI: 10.1016/j.infsof.2012.04.003

POCO, J.; PAULOVICH, F. V.; ETEMADPOUR, R.; LONG, V. T.; ROSENTHAL, P.; OLIVEIRA, M. C. F.; LINSEN, L.; MINGHIM, R.. A Framework for Exploring Multidimensional Data with 3D Projections. Computer Graphics Forum (Print) (2011). ISSN: 01677055. DOI: 10.1111/j.1467-8659.2011.01960.x

PAULOVICH, F. V.; ELER, D. M.; POCO, J.; BOTHA, C. P.; MINGHIM, R.; NONATO, L. G.. Piecewise Laplacian-based Projection for Interactive Large Data Exploration and Organization. Computer Graphics Forum (Print) (2011). ISSN: 01677055. DOI: 10.1111/j.1467-8659.2011.01958.x

PAIVA, J. G. S.; FLORIAN-CRUZ, L.; PEDRINI, H.; TELLES, G. P.; MINGHIM, R.. Improved Similarity Trees and their Application to Visual Data Classification. IEEE Transactions on Visualization and Computer Graphics (2011). ISSN: 10772626. DOI: 10.1109/TVCG.2011.212

BRANDOLI, B.; ELER, D. M.; PAULOVICH, F. V.; MINGHIM, R.; BATISTA NETO, J. E. S.. Visual Data Exploration to Feature Space Definition. XXIII Brazilian Conference on Graphics, Patterns and Images (SIBGRAPI 2010) (2010). ISSN: . DOI: 10.1109/SIBGRAPI.2010.13

CUADROS-VARGAS, A. J.; LIZIER, M.; MINGHIM, R.; NONATO, L. G.. Generating Segmented Quality Meshes from Images. Journal of Mathematical Imaging and Vision (2009). ISSN: 09249907. DOI: 10.1007/s10851-008-0105-2

ELER, D. M.; M. NAKAZAKI; PAULOVICH, F. V.; SANTOS, D. P.; ANDERY, G. F.; OLIVEIRA, M. C. F.; BATISTA NETO, J. E. S.; MINGHIM, R.. Visual analysis of image collections. The Visual Computer (2009). ISSN: 01782789. DOI: 10.1007/s00371-009-0368-7

ELER, D. M.; PAULOVICH, F. V.; OLIVEIRA, M. C. F.; MINGHIM, R.; OLIVEIRA, M. C. F.;DE OLIVEIRA, M.C.F.;FERREIRA DE OLIVEIRA, M.C.;FERREIRA, M.C.;DE OLIVEIRA, MARIA CRISTINA FERREIRA;DE OLIVEIRA, MARIA C. F.;OLIVEIRA, MARIA CRISTINA FERREIRA;DE OLIVEIRA, MARIA CRIS. Topic-based coordination for visual analysis of evolving document collections. Proceedings 13th International Conference on Information Visualization (IV09) (2009). ISSN: . DOI: 10.1109/IV.2009.31

FRANCHIN, W.; WATANABE, L. S.; LEVKOWITZ, H.; MINGHIM, R.. Development, Implementation and Evaluation of Sonification Tools for Point-and-Surface-Based Data Exploration. Proceedings of the 2nd International Confetence on Information Visualization (2009). ISSN: . DOI: 10.1109/VIZ.2009.36

NONATO, L. G.; MINGHIM, R.; LEVKOWITZ, H.; PAULOVICH, F. V.;PAULOVICH, FERNANDO V.. Least Square Projection: a fast high precision multidimensional projection technique and its application to document mapping. IEEE Transactions on Visualization and Computer Graphics (2008). ISSN: 10772626. DOI: 10.1109/tvcg.2007.70443

MINGHIM, R.; PAULOVICH, F. V.;PAULOVICH, FERNANDO V.. HiPP: a novel hierarchical point placement strategy and its application to the exploration of document collections. IEEE Transactions on Visualization and Computer Graphics (2008). ISSN: 10772626. DOI: 10.1109/TVCG.2008.138

LOPES, A. A.; PINHO, R.; MINGHIM, R.; PAULOVICH, F. V.;PAULOVICH, FERNANDO V.. Visual text mining using association rules. Computers & Graphics (2007). ISSN: 00978493. DOI: 10.1016/j.cag.2007.01.023

TELLES, G. P.; MINGHIM, R.; PAULOVICH, F. V.;PAULOVICH, FERNANDO V.. Normalized compression distance for visual analysis of document collections. Computers & Graphics (2007). ISSN: 00978493. DOI: 10.1016/j.cag.2007.01.024

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