Fernando Vieira Paulovich

Faculty

bachelor's at Ciência da Computação from Universidade Federal de São Carlos (2000), master's at Computer Science from Universidade Federal de São Carlos (2002) and doctorate at Computer Science from Universidade de São Paulo (2008). Has experience in Computer Science, acting on the following subjects: mineração de dados, mapeamento de texto, kernel paralelo tempo real, lotos and visualização de informação.

Lattes: http://lattes.cnpq.br/4328003866597876
E-mail: paulovic@icmc.usp.br
Homepage: http://www.icmc.usp.br/~paulovic

Education

Doctorate in
Ciências da Computação e Matemática Computacional
University:
Universidade de São Paulo
Year:
2008
Thesis:
Mapeamento de dados multi-dimensionais - integrando mineração e visualização
Advisor:
Dra. Rosane Minghim
Funding:
Fundação de Amparo à Pesquisa do Estado de São Paulo
Internship at:
Delft University of Technology
Advisor:
Charl P. Botha
Master in
Ciência da Computação
University:
Universidade Federal de São Carlos
Year:
2003
Thesis:
Uma Abordagem para o Desenvolvimento de Sistemas Distribuidos Baseada em Componentes
Advisor:
Dr Wanderley Lopes de Souza
Funding:
Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
Graduation in
Ciência da Computação
University:
Universidade Federal de São Carlos
Year:
2000
Thesis:
Especificação de um Kernel Paralelo Tempo Real usando AMBER
Advisor:
Dr Wanderley Lopes de Souza
Funding:
Conselho Nacional de Desenvolvimento Científico e Tecnológico

Publications

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

FADEL, SAMUEL G.; FATORE, FRANCISCO M.; DUARTE, FELIPE S.L.G.; PAULOVICH, FERNANDO V.. LoCH: A neighborhood-based multidimensional projection technique for high-dimensional sparse spaces. Neurocomputing (Amsterdam) (2015). ISSN: 09252312. DOI: 10.1016/j.neucom.2014.07.071

SORIANO, AUREA; PAULOVICH, FERNANDO; NONATO, LUIS GUSTAVO; OLIVEIRA, MARIA CRISTINA F.. Visualization of Music Collections Based on Structural Content Similarity. Conference on Graphics, Patterns and Images (SIBGRAPI) (2014). ISSN: . DOI: 10.1109/SIBGRAPI.2014.53

AOKI, PEDRO H. B.; ALESSIO, P. ; VOLPATI, D.; PAULOVICH, F. V.; RIUL, ANTONIO; OLIVEIRA JR, O. N.; CONSTANTINO, C. J. L.. On the distinct molecular architectures of dipping- and spray-LbL films containing lipid vesicles. Materials Science & Engineering. C, Biomimetic Materials, Sensors and Systems (Print) (2014). ISSN: 09284931. DOI: 10.1016/j.msec.2014.04.067

OLIVEIRA JUNIOR, A. B.; FATORE, F. M.; PAULOVICH, F. V.; OLIVEIRA JR, O. N.; LEITE, V. B. P.. Visualization of Protein Folding Funnels in Lattice Models. Plos One (2014). ISSN: 19326203. DOI: 10.1371/journal.pone.0100861

DUARTE, F.S.L.G.; SIKANSI, F.; FATORE, F.M.; FADEL, S.G.; PAULOVICH, F.V.. Nmap: A Novel Neighborhood Preservation Space-filling Algorithm. IEEE Transactions on Visualization and Computer Graphics (2014). ISSN: 1077-2626. DOI: 10.1109/TVCG.2014.2346276

RUBIRA, RAFAEL J. G.; CAMACHO, SABRINA A.; AOKI, PEDRO H. B.; MAXIMINO, MATEUS D.; ALESSIO, PRISCILA; MARTIN, CIBELY S.; OLIVEIRA, OSVALDO N.; FATORE, FRANCISCO M.; PAULOVICH, FERNANDO V.; CONSTANTINO, CARLOS J. L.. Detection of trace levels of atrazine using surface-enhanced Raman scattering and information visualization. Colloid and Polymer Science (Print) (2014). ISSN: 0303402X. DOI: 10.1007/s00396-014-3332-7

OLIVEIRA JR., OSVALDO N.; NEVES, T^; ^AACUTE;CITO T. A. T.; PAULOVICH, FERNANDO V.; DE OLIVEIRA, MARIA CRISTINA F.. Where Chemical Sensors May Assist in Clinical Diagnosis Exploring ^|^ldquo;Big Data^|^rdquo;. Chemistry Letters (2014). ISSN: 03667022. DOI: 10.1246/cl.140762

AOKI, PEDRO H. B.; CARREON, E. G. E; VOLPATI, DIOGO; SHIMABUKURO, M. H. ; CONSTANTINO, C. J. L.; AROCA, RICARDO F.; OLIVEIRA JR, O. N.; PAULOVICH, F. V.. SERS Mapping in Langmuir-Blodgett Films and Single-Molecule Detection. Applied Spectroscopy (2013). ISSN: 00037028. DOI: 10.1366/12-06909

AOKI, PEDRO H. B.; ALESSIO, P. ; FURINI, L. N.; CONSTANTINO, C. J. L.; NEVES, T. T. A. T.; PAULOVICH, F. V.; DE OLIVEIRA, MARIA CRISTINA F.; OLIVEIRA JR, O. N.. Molecularly Designed Layer-by-Layer (LbL) Films to Detect Catechol Using Information Visualization Methods. Langmuir (2013). ISSN: 07437463. DOI: 10.1021/la304544d

MAMANI, G. H.; FATORE, F. M.; NONATO, L. G.; PAULOVICH, F. V.. User-driven Feature Space Transformation. Computer Graphics Forum (Print) (2013). ISSN: 01677055. DOI: 10.1111/cgf.12116

SANTOS, T. S. R; PAULOVICH, F. V.; MOLCHANOV, V.; LINSEN, L.; OLIVEIRA, M. C. F.. Visualizing Temporal Behavior in Multifield Particle Simulations. VISIGRAPP - 8th. International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (2013). ISSN: . DOI: 10.5220/0004207705730582

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, JORGE; ELER, DANILO M.; PAULOVICH, FERNANDO V.; MINGHIM, ROSANE. Employing 2D Projections for Fast Visual Exploration of Large Fiber Tracking Data. Computer Graphics Forum (Print) (2012). ISSN: 01677055. DOI: 10.1111/j.1467-8659.2012.03100.x

PAULOVICH, FERNANDO V.; SILVA, CLAUDIO T.; NONATO, LUIS GUSTAVO. User-Centered Multidimensional Projection Techniques. Computing in Science & Engineering (Print) (2012). ISSN: 15219615. DOI: 10.1109/MCSE.2012.85

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

ALENCAR, A. B.; OLIVEIRA, M. C. F.; PAULOVICH, F. V.. Seeing beyond reading: a survey on visual text analytics. WIREs Data Mining and Knowledge Discovery (2012). ISSN: 19424795. DOI: 10.1002/widm.1071

OLIVEIRA, OSVALDO N.; PAVINATTO, FELIPPE J.; CONSTANTINO, CARLOS J. L.; PAULOVICH, FERNANDO V.; OLIVEIRA, MARIA CRISTINA F.. Information Visualization to Enhance Sensitivity and Selectivity in Biosensing. BIOINTERPHASES (2012). ISSN: 15594106. DOI: 10.1007/s13758-012-0053-7

ALENCAR, A. B.; PAULOVICH, F. V.; BORNER, K.; OLIVEIRA, M. C. F.. Time-Aware Visualization of Document Collections. ACM Symposium on Applied Computing - Multimedia and Visualization Track (2012). ISSN: . DOI: 10.1145/2245276.2245469

VOLPATI, DIOGO; AOKI, PEDRO H. B.; DANTAS, CLEBER A. R.; PAULOVICH, FERNANDO V.; DE OLIVEIRA, MARIA CRISTINA F.; OLIVEIRA, OSVALDO N.; RIUL, ANTONIO; AROCA, RICARDO F.; CONSTANTINO, CARLOS J. L.. Toward the Optimization of an e-Tongue System Using Information Visualization: A Case Study with Perylene Tetracarboxylic Derivative Films in the Sensing Units. Langmuir (2012). ISSN: 07437463. DOI: 10.1021/la203641a

TOOSI, F. G.; PAULOVICH, F. V.; HUTT, M.; LINSEN, L.. Projection-based Visualization of Dynamical Processes on Networks. Eurographics Conference on Visualization (2012). ISSN: . DOI: 10.2312/PE/EuroVisShort/EuroVisShort2012/061-065

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

CASACA, W.; NIETO, E. G.; FERREIRA, C.; TAVARES, G.; PAGLIOSA, P.; PAULOVICH, F. V.; NONATO, LUIS G.; PAIVA, A.. Colorization by multidimensional projection. XXV SIBGRAPI Conference on Graphics, Patterns and Images (2012). ISSN: . DOI: 10.1109/SIBGRAPI.2012.14

MORAES, MARLI L.; PETRI, LAíS; OLIVEIRA, VICTOR; OLIVATI, CLARISSA A.; OLIVEIRA, MARIA CRISTINA F. DE; PAULOVICH, FERNANDO V.; OLIVEIRA, OSVALDO N.; FERREIRA, MARYSTELA. Detection of glucose and triglycerides using information visualization methods to process impedance spectroscopy data. Sensors and Actuators. B, Chemical (2012). ISSN: 09254005. DOI: 10.1016/j.snb.2012.02.046

PAULOVICH, FERNANDO V.; MAKI, RAFAEL M.; OLIVEIRA, MARIA C. F.; COLHONE, MARCELLE C.; SANTOS, FABIANA R.; MIGLIACCIO, VANESSA; CIANCAGLINI, PIETRO; PEREZ, KATIA R.; STABELI, RODRIGO G.; PERINOTO, ÂNGELO C.; OLIVEIRA, OSVALDO N.; ZUCOLOTTO, VALTENCIR. Using multidimensional projection techniques for reaching a high distinguishing ability in biosensing. Analytical and Bioanalytical Chemistry (2011). ISSN: 16182642. DOI: 10.1007/s00216-011-4853-2

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

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, FERNANDO V.; MORAES, MARLI L.; MAKI, RAFAEL MITSUO; FERREIRA, MARYSTELA; OLIVEIRA JR., OSVALDO N.; DE OLIVEIRA, MARIA CRISTINA F.. Information visualization techniques for sensing and biosensing. Analyst (London. 1877. Print) (2011). ISSN: 00032654. DOI: 10.1039/c0an00822b

ERSOY, O.; HURTER, C.; PAULOVICH, F. V.; CANTAREIRA, G.; TELEA, A. C.. Skeleton-based edge bundling for graph visualization. IEEE Transactions on Visualization and Computer Graphics (2011). ISSN: 10772626. DOI: 10.1109/TVCG.2011.233

JOIA, P.; PAULOVICH, F. V.; COIMBRA, D.; CUMINATO, J. A.; NONATO, L. G.. Local Affine Multidimensional Projection. IEEE Transactions on Visualization and Computer Graphics (2011). ISSN: 10772626. DOI: 10.1109/TVCG.2011.220

SIQUEIRA, JOSé R.; MAKI, RAFAEL M.; PAULOVICH, FERNANDO V.; WERNER, CARL F.; POGHOSSIAN, ARSHAK; DE OLIVEIRA, MARIA C. F.; ZUCOLOTTO, VALTENCIR; OLIVEIRA, OSVALDO N.; SCHöNING, MICHAEL J.. Use of Information Visualization Methods Eliminating Cross Talk in Multiple Sensing Units Investigated for a Light-Addressable Potentiometric Sensor. Analytical Chemistry (Washington) (2010). ISSN: 00032700. DOI: 10.1021/ac9024076

MORAES, MARLI L.; MAKI, RAFAEL M.; PAULOVICH, FERNANDO V.; RODRIGUES FILHO, UBIRAJARA P.; DE OLIVEIRA, MARIA CRISTINA F.; RIUL, ANTONIO; DE SOUZA, NARA C.; FERREIRA, MARYSTELA; GOMES, HENRIQUE L.; OLIVEIRA, OSVALDO N.. Strategies to Optimize Biosensors Based on Impedance Spectroscopy to Detect Phytic Acid Using Layer-by-Layer Films. Analytical Chemistry (Washington) (2010). ISSN: 00032700. DOI: 10.1021/ac902949h

PAULOVICH, F. V.; SILVA, C.; NONATO, L. G.. Two-Phase Mapping for Projecting Massive Data Sets. IEEE Transactions on Visualization and Computer Graphics (2010). ISSN: 10772626. DOI: 10.1109/TVCG.2010.207

PERINOTO, ANGELO C.; MAKI, RAFAEL M.; COLHONE, MARCELLE C.; SANTOS, FABIANA R.; MIGLIACCIO, VANESSA; DAGHASTANLI, KATIA R.; STABELI, RODRIGO G.; CIANCAGLINI, PIETRO; PAULOVICH, FERNANDO V.; DE OLIVEIRA, MARIA C. F.; ZUCOLOTTO, VALTENCIR. Biosensors for Efficient Diagnosis of Leishmaniasis: Innovations in Bioanalytics for a Neglected Disease. Analytical Chemistry (Washington) (2010). ISSN: 00032700. DOI: 10.1021/ac101920t

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

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

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

ALENCAR, A. B.; PAULOVICH, F. V.; MINGHIM, R.; ANDRADE, M. G.; OLIVEIRA, M. C. F.; 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. Similarity-Based Visualization of Time Series Collections: An Application to Analysis of Streamflows. Proceedings XII Intermational Conference Information Visualization (IV08) (2008). ISSN: . DOI: 10.1109/IV.2008.65

PINHO, R.; BOTHA, C. P.; HEIJS, A.; MINGHIM, R.; PAULOVICH, F. V.;PAULOVICH, FERNANDO V.;PAULOVICH, FERNANDO. PEx-WEB: Content-based visualization of web search results. 12th International Conference on Information Visualisation 2008 (IV08) (2008). ISSN: . DOI: 10.1109/iv.2008.94

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. Coordinated and Multiple Views for Visualizing Text Collections. Proceedings of XII International Conference Information Visualization (IV08) (2008). ISSN: . DOI: 10.1109/IV.2008.39

ELER, D. M.; NAKAZAKI, M. Y.; PAULOVICH, F. V.; SANTOS, D. P.; OLIVEIRA, M. C. F.; BATISTA NETO, J. E. S.; 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. Multidimensional Visualization to Support Analysis of Image Collections. Proceedings of SIBGRAPI 2008 (XXI Simpósio Brasileiro de Computação Gráfica e Processamento de Imagens) (2008). ISSN: . DOI: 10.1109/SIBGRAPI.2008.30

CUADROS, A. M.; MINGHIM, R.; TELLES, G. P.; PAULOVICH, F. V.;PAULOVICH, FERNANDO V.;PAULOVICH, FERNANDO. Point placement by phylogenetic trees and its application for visual analysis of document collections. IEEE Symposium on Visual Analytics Science and Technology (VAST 2007) (2007). ISSN: . DOI: 10.1109/vast.2007.4389002

OLIVEIRA, M. C. F.; MINGHIM, R.; PAULOVICH, F. V.;PAULOVICH, FERNANDO V.;PAULOVICH, FERNANDO. The Projection Explorer: A flexible tool for projection-based multidimensional visualization. XX Brazilian Symposium on Computer Graphics and Image Processing (SIBIGRAPI 2007) (2007). ISSN: . DOI: 10.1109/SIBGRAPI.2007.21

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

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

MINGHIM, R.; LOPES, A. A.; PAULOVICH, F. V.;PAULOVICH, FERNANDO V.;PAULOVICH, FERNANDO. Content-based text mapping using multidimensional projections for exploration of document collections. IS&T/SPIE Symposium on Electronic Imaging - Visualization and Data Analysis (2006). ISSN: . DOI: 10.1117/12.650880

LOPES, A. A.; MINGHIM, R.; MELO, V.; PAULOVICH, F. V.;PAULOVICH, FERNANDO V.;PAULOVICH, FERNANDO. Mapping texts through dimensionality reduction and visualization techniques for interactive exploration of document collections. IS&T/SPIE Symposium on Electronic Imaging - Visualization and Data Analysis (2006). ISSN: . DOI: 10.1117/12.650899

MINGHIM, R.; PAULOVICH, F. V.;PAULOVICH, FERNANDO V.;PAULOVICH, FERNANDO. Text Map Explorer: a Tool to Create and Explore Document Maps. 10th International Conference on Information Visualisation 2006 (IV06) (2006). ISSN: . DOI: 10.1109/iv.2006.104

NONATO, L. G.; MINGHIM, R.; LEVKOWITZ, H.; PAULOVICH, F. V.;PAULOVICH, FERNANDO V.;PAULOVICH, FERNANDO. Visual mapping of text collections through a fast high precision projection technique. 10th International Conference on Information Visualisation 2006 (IV06) (2006). ISSN: . DOI: 10.1109/iv.2006.122