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Biography

Formerly an Associate Professor at the University of Sao Paulo, Brazil, she joined the School of Computer Science and Information Technology, UCC in 2019/2020. She has been involved in the field of Data visualization most of her professional life and is currently researching Data Analytics, AI and visualization as well as applications. Applications include natural environmental monitoring through soundscape ecology, language modelling and its societal impact, cultural analytics, ageing applications, and biomarker identification for cancer.‍

Publications

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Peer Reviewed Journals

	Year	Publication
	(2023)	'Understanding the influence of news on society decision making: application to economic policy uncertainty' Trust, Paul and Zahran, Ahmed and Minghim, Rosane (2023) 'Understanding the influence of news on society decision making: application to economic policy uncertainty'. Neural Computing & Applications, 35 (20):14929-14945   [DOI] [Details]
	(2023)	'Understanding the influence of news on society decision making: application to economic policy uncertainty' Trust, P.;Zahran, A.;Minghim, R.; (2023) 'Understanding the influence of news on society decision making: application to economic policy uncertainty'. Neural Computing and Applications, [DOI] [Details]
	(2022)	'Understanding High Dimensional Spaces through Visual Means Employing Multidimensional Projections' Younis, H.;Trust, P.;Minghim, R.; (2022) 'Understanding High Dimensional Spaces through Visual Means Employing Multidimensional Projections'. arXiv, [DOI] [Details]
	(2022)	'Implementing simple spectral denoising for environmental audio recordings' Dias, F.F.;Ponti, M.A.;Minghim, R.; (2022) 'Implementing simple spectral denoising for environmental audio recordings'. arXiv, [Details]
	(2021)	'Soundscape segregation based on visual analysis and discriminating features' Dias, Fábio Felix; Pedrini, Helio; Minghim, Rosane (2021) 'Soundscape segregation based on visual analysis and discriminating features'. Ecological Informatics, 61 [DOI] [Full Text] [Details]
	(2021)	'A Visual Mining Approach to Improved Multiple- Instance Learning' Castelo, S;Ponti, M;Minghim, R (2021) 'A Visual Mining Approach to Improved Multiple- Instance Learning'. Journal of Algorithms, 14 [DOI] [Details]
	(2021)	'A classification and quantification approach to generate features in soundscape ecology using neural networks' Dias, FF;Ponti, MA;Minghim, R (2021) 'A classification and quantification approach to generate features in soundscape ecology using neural networks'. Neural Computing & Applications, [DOI] [Details]
	(2021)	'Visual active learning for labeling: A case for soundscape ecology data' Hilasaca L.H.;Ribeiro M.C.;Minghim R. (2021) 'Visual active learning for labeling: A case for soundscape ecology data'. Information (Switzerland), 12 (7) [DOI] [Details]
	(2018)	'ATR-Vis: Visual and Interactive Information Retrieval for Parliamentary Discussions in Twitter' Makki, Raheleh;Carvalho, Eder;Soto, Axel J.;Brooks, Stephen;Ferreira De Oliveira, Maria Cristina;Milios, Evangelos;Minghim, Rosane; (2018) 'ATR-Vis: Visual and Interactive Information Retrieval for Parliamentary Discussions in Twitter'. Acm Transactions on Knowledge Discovery From Data, [DOI] [Details]
	(2018)	'A Visual Approach for Interactive Keyterm-Based Clustering' Nourashrafeddin, Seyednaser;Sherkat, Ehsan;Minghim, Rosane;Milios, Evangelos E.; (2018) 'A Visual Approach for Interactive Keyterm-Based Clustering'. Acm Transactions on Interactive Intelligent Systems, [DOI] [Details]
	(2017)	'CellNetVis: A web tool for visualization of biological networks using force-directed layout constrained by cellular components' Heberle, H.;Carazzolle, M.F.;Telles, G.P.;Meirelles, G.V.;Minghim, R.; (2017) 'CellNetVis: A web tool for visualization of biological networks using force-directed layout constrained by cellular components'. bioRxiv, [DOI] [Details]
	(2016)	'Toward Understanding How Users Respond to Rumours in Social Media' Anh Dang;Smit, Michael;Moh'd, Abidalrahman;Minghim, Rosane;Milios, Evangelos; (2016) 'Toward Understanding How Users Respond to Rumours in Social Media'. Proceedings of the 2016 Ieee/acm International Conference on Advances in Social Networks Analysis and Mining Asonam 2016, [Details]
	(2015)	'3D Edge Detection Based on Boolean Functions and Local Operators' da Silva, Ricardo Dutra;Minghim, Rosane;Pedrini, Helio; (2015) '3D Edge Detection Based on Boolean Functions and Local Operators'. International Journal of Image and Graphics, [DOI] [Details]
	(2015)	'Projection inspector: Assessment and synthesis of multidimensional projections' Pagliosa, Paulo;Paulovich, Fernando V.;Minghim, Rosane;Levkowitz, Haim;Nonato, Luis Gustavo; (2015) 'Projection inspector: Assessment and synthesis of multidimensional projections'. Neurocomputing, [DOI] [Details]
	(2015)	'Integrative analysis to select cancer candidate biomarkers to targeted validation' Kawahara, Rebeca;Meirelles, Gabriela V.;Heberle, Henry;Domingues, Romenia R.;Granato, Daniela C.;Yokoo, Sami;Canevarolo, Rafael R.;Winck, FlaviaV.;Ribeiro, Ana Carolina P.;Brandao, Thais Bianca;Filgueiras, Paulo R.;Cruz, Karen S. P.;Barbuto, Jose Alexandre;Poppi, Ronei J.;Minghim, Rosane;Telles, Guilherme P.;Fonseca, Felipe Paiva;Fox, Jay W.;Santos-Silva, Alan R.;Coletta, Ricardo D.;Sherman, Nicholas E.;Paes Leme, Adriana F.; (2015) 'Integrative analysis to select cancer candidate biomarkers to targeted validation'. Oncotarget, [Details]
	(2015)	'A Visual Framework for Clustering Memes in Social Media' Dang, Anh;Moh'd, Abidalrahman;Gruzd, Anatoliy;Milios, Evangelos;Minghim, Rosane; (2015) '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 (Asonam 2015), [DOI] [Details]
	(2015)	'Integrative analysis to select cancer candidate biomarkers to targeted validation' Kawahara R;Meirelles GV;Heberle H;Domingues RR;Granato DC;Yokoo S;Canevarolo RR;Winck FV;Ribeiro AC;Brandão TB;Filgueiras PR;Cruz KS;Paes Leme AF; (2015) 'Integrative analysis to select cancer candidate biomarkers to targeted validation'. Oncotarget, [DOI] [Details]
	(2015)	'Graph-based measures to assist user assessment of multidimensional projections' Motta, Robson;Minghim, Rosane;Lopes, Alneu de Andrade;Oliveira, Maria Cristina F.; (2015) 'Graph-based measures to assist user assessment of multidimensional projections'. Neurocomputing, [DOI] [Details]
	(2014)	'Visual analysis of dimensionality reduction quality for parameterized projections' Martins, Rafael Messias;Coimbra, Danilo Barbosa;Minghim, Rosane;Telea, A. C.; (2014) 'Visual analysis of dimensionality reduction quality for parameterized projections'. Computers & Graphics-Uk, [DOI] [Details]
	(2012)	'Multidimensional Projections for Visual Analysis of Social Networks' Martins, Rafael Messias;Andery, Gabriel Faria;Heberle, Henry;Paulovich, Fernando Vieira;Lopes, Alneu de Andrade;Pedrini, Helio;Minghim, Rosane; (2012) 'Multidimensional Projections for Visual Analysis of Social Networks'. Journal of Computer Science and Technology, [DOI] [Details]
	(2012)	'Employing 2D Projections for Fast Visual Exploration of Large Fiber Tracking Data' Poco, Jorge;Eler, Danilo M.;Paulovich, Fernando V.;Minghim, Rosane; (2012) 'Employing 2D Projections for Fast Visual Exploration of Large Fiber Tracking Data'. Computer Graphics Forum, [DOI] [Details]
	(2012)	'Semi-Supervised Dimensionality Reduction based on Partial Least Squares for Visual Analysis of High Dimensional Data' Paiva, Jose Gustavo S.;Schwartz, William Robson;Pedrini, Helio;Minghim, Rosane; (2012) 'Semi-Supervised Dimensionality Reduction based on Partial Least Squares for Visual Analysis of High Dimensional Data'. Computer Graphics Forum, [DOI] [Details]
	(2012)	'Semantic Wordification of Document Collections' Paulovich, Fernando V.;Toledo, Franklina M. B.;Telles, Guilherme P.;Minghim, Rosane;Nonato, Luis Gustavo; (2012) 'Semantic Wordification of Document Collections'. Computer Graphics Forum, [DOI] [Details]
	(2012)	'A visual analysis approach to validate the selection review of primary studies in systematic reviews' Felizardo, Katia R.;Andery, Gabriel F.;Paulovich, Fernando V.;Minghim, Rosane;Maldonado, Jose C.; (2012) 'A visual analysis approach to validate the selection review of primary studies in systematic reviews'. Information and Software Technology, [DOI] [Details]
	(2011)	'A Framework for Exploring Multidimensional Data with 3D Projections' Poco, J.;Etemadpour, R.;Paulovich, F. V.;Long, T. V.;Rosenthal, P.;Oliveira, M. C. F.;Linsen, L.;Minghim, R.; (2011) 'A Framework for Exploring Multidimensional Data with 3D Projections'. Computer Graphics Forum, [DOI] [Details]
	(2011)	'Improved similarity trees and their application to visual data classification' Paiva JG;Florian-Cruz L;Pedrini H;Telles GP;Minghim R; (2011) 'Improved similarity trees and their application to visual data classification'. IEEE transactions on visualization and computer graphics, [DOI] [Details]
	(2009)	'Visual analysis of image collections' Eler, Danilo M.;Nakazaki, Marcel Y.;Paulovich, Fernando V.;Santos, Davi P.;Andery, Gabriel F.;Oliveira, Maria Cristina F.;Batista Neto, Joao;Minghim, Rosane; (2009) 'Visual analysis of image collections'. Visual Computer, [DOI] [Details]
	(2008)	'HiPP: A Novel Hierarchical Point Placement Strategy and its Application to the Exploration of Document Collections' Paulovich, Fernando V.;Minghim, Rosane; (2008) 'HiPP: A Novel Hierarchical Point Placement Strategy and its Application to the Exploration of Document Collections'. Ieee Transactions on Visualization and Computer Graphics, [DOI] [Details]
	(2008)	'Multidimensional visualization to support analysis of image collections' Eler, Danilo M.;Nakazaki, Marcel Y.;Paulovich, Fernando V.;Santos, Davi P.;Oliveira, M. Cristina F.;Batista Neto, Joao E. S.;Minghim, Rosane;IEEE Computer Society; (2008) 'Multidimensional visualization to support analysis of image collections'. Sibgrapi 2008: Xxi Brazilian Symposium on Computer Graphics and Image Processing, [DOI] [Details]
	(2007)	'Visual text mining using association rules' Lopes, A. A.;Pinho, R.;Paulovich, F. V.;Minghim, R.; (2007) 'Visual text mining using association rules'. Computers & Graphics-Uk, [DOI] [Details]
	(2007)	'Normalized compression distance for visual analysis of document collections' Telles, G. P.;Minghim, R.;Paulovich, F. V.; (2007) 'Normalized compression distance for visual analysis of document collections'. Computers & Graphics-Uk, [DOI] [Details]
	(2006)	'Visual mapping of text collections through a fast high precision projection technique' Paulovich, Fernando Vieira;Nonato, Luis Gustavo;Minghim, Rosane;Levkowitz, Haim;Banissi, E;Burkhard, RA;Ursyn, A;Zhang, JJ;Bannatyne, MWM;Maple, C;Cowell, AJ;Tianm, GY;Hou, M; (2006) 'Visual mapping of text collections through a fast high precision projection technique'. Information Visualization, [Details]
	(2006)	'Text Map Explorer: a tool to create and explore document maps' Paulovich, Fernando Vieira;Minghim, Rosane;Banissi, E;Burkhard, RA;Ursyn, A;Zhang, JJ;Bannatyne, MWM;Maple, C;Cowell, AJ;Tianm, GY;Hou, M; (2006) 'Text Map Explorer: a tool to create and explore document maps'. Information Visualization, [Details]
	(2006)	'The J(1)(a) triangulation: An adaptive triangulation in any dimension' Castelo, A.;Nonato, L. G.;Siqueira, M. F.;Minghim, R.;Tavares, G.; (2006) 'The J(1)(a) triangulation: An adaptive triangulation in any dimension'. Computers & Graphics-Uk, [DOI] [Details]
	(2005)	'Tetrahedron topological characterization with application in volumetric reconstruction' Nonato, L.G.;Castelo, A.;De Campos, J.E.P.P.;Bíscaro, H.H.;Minghim, R.; (2005) 'Tetrahedron topological characterization with application in volumetric reconstruction'. International Journal of Shape Modeling, [DOI] [Details]
	(2005)	'Beta-connection: Generating a family of models from planar cross sections' Nonato, LG;Cuadros-Vargas, AJ;Minghim, R;de Oliveira, MCF; (2005) 'Beta-connection: Generating a family of models from planar cross sections'. Acm Transactions on Graphics, [DOI] [Details]
	(2005)	'Improved visual clustering of large multi-dimensional data sets' Tejada, E;Minghim, R;Banissi, E;Sarfraz, M;Roberts, JC;Loften, B;Ursyn, A;Burkhard, RA;Lee, A;Andrienko, G; (2005) 'Improved visual clustering of large multi-dimensional data sets'. Ninth International Conference on Information Visualisation, Proceedings, [DOI] [Details]
	(2004)	'Morse operators for digital planar surfaces and their application to image segmentation' Nonato, LG;Catelo, A;Minghim, R;Batista, J; (2004) 'Morse operators for digital planar surfaces and their application to image segmentation'. Ieee Transactions on Image Processing, [DOI] [Details]
	(2003)	'On improved projection techniques to support visual exploration of multidimensional data sets' Eduardo Tejada;Rosane Minghim;Luis Gustavo Nonato; (2003) 'On improved projection techniques to support visual exploration of multidimensional data sets'. Information Visualization, [DOI] [Details]
	(2002)	'Beta-connection: An approach to generate families of models from planar sections' Vargas, AJQ;Nonato, LG;Minghim, R;De Oliveira, MCF;Goncalves, LMG;Musse, SR; (2002) 'Beta-connection: An approach to generate families of models from planar sections'. Sibgrapi 2002: Xv Brazilian Symposium on Computer Graphics and Image Processing, Proceedings, [Details]
	(2001)	'A novel approach for Delaunay 3D reconstruction with a comparative analysis in the light of applications' Nonato, LG;Minghim, R;Oliveira, MCF;Tavares, G; (2001) 'A novel approach for Delaunay 3D reconstruction with a comparative analysis in the light of applications'. Computer Graphics Forum, [DOI] [Details]
	(2000)	'Numerical simulation of axisymmetric free surface flows' Tome, MF;Castelo, A;Murakami, J;Cuminato, JA;Minghim, R;Oliveira, MCF;Mangiavacchi, N;McKee, S; (2000) 'Numerical simulation of axisymmetric free surface flows'. Journal of Computational Physics, [DOI] [Details]
	(2000)	'Qualitative analysis of two reconstruction techniques and their application in dentistry' Nonato, LG;Minghim, R;Shimabukuro, MH; (2000) 'Qualitative analysis of two reconstruction techniques and their application in dentistry'. Journal of Electronic Imaging, [DOI] [Details]
	(1998)	'Sonification to support visualization tasks' Salvador, VCL;Minghim, R;Pacheco, ML;Costa, LDF;Camara, G; (1998) 'Sonification to support visualization tasks'. Sibgrapi '98 - International Symposium on Computer Graphics, Image Processing, and Vision, Proceedings, [Details]
	(1995)	'An illustrated analysis of sonification for scientific visualisation' Minghim, R;Forrest, AR;Nielson, G;Silver, D; (1995) 'An illustrated analysis of sonification for scientific visualisation'. Visualization '95 - Proceedings, [Details]
	(2021)	'Visualization and categorization of ecological acoustic events based on discriminant features' Huancapaza Hilasaca, Liz Maribel; Gaspar, Lucas Pacciullio; Ribeiro, Milton Cezar; Minghim, Rosane (2021) 'Visualization and categorization of ecological acoustic events based on discriminant features'. Ecological Indicators,   [DOI] [Full Text] [Details]
	(2020)	'Graphs from Features: Tree-Based Graph Layout for Feature Analysis' Minghim, Rosane; Huancapaza, Liz; Artur, Erasmo; Telles, Guilherme P.; Belizario, Ivar V. (2020) 'Graphs from Features: Tree-Based Graph Layout for Feature Analysis'. Journal of Algorithms, 13 (1) [DOI] [Full Text] [Details]
	(2019)	'A visual analytics approach for interactive document clustering' Sherkat E.;Milios E.;Minghim R. (2019) 'A visual analytics approach for interactive document clustering'. ACM Transactions on Interactive Intelligent Systems, 10 (1) [DOI] [Details]
	(2019)	'The Visual SuperTree: similarity-based multi-scale visualization' da Silva R.;Paiva J.;Telles G.;Zampieri C.;Rolli F.;Minghim R. (2019) 'The Visual SuperTree: similarity-based multi-scale visualization'. The Visual Computer, 35 (6-8):1067-1080 [DOI] [Details]
	(2019)	'A novel visual approach for enhanced attribute analysis and selection' Artur E.;Minghim R. (2019) 'A novel visual approach for enhanced attribute analysis and selection'. Computers And Graphics (Pergamon), 84 :160-172 [DOI] [Details]
	(2018)	'Combining discovery and targeted proteomics reveals a prognostic signature in oral cancer' Carnielli CM;Macedo CCS;De Rossi T;Granato DC;Rivera C;Domingues RR;Pauletti BA;Yokoo S;Heberle H;Busso-Lopes AF;Cervigne NK;Sawazaki-Calone I;Meirelles GV;Marchi FA;Telles GP;Minghim R;Ribeiro ACP;Brandão TB;de Castro G;González-Arriagada WA;Gomes A;Penteado F;Santos-Silva AR;Lopes MA;Rodrigues PC;Sundquist E;Salo T;da Silva SD;Alaoui-Jamali MA;Graner E;Fox JW;Coletta RD;Paes Leme AF; (2018) 'Combining discovery and targeted proteomics reveals a prognostic signature in oral cancer'. Nature Communications, 9 (1) [DOI] [Details]
	(2017)	'CellNetVis: a web tool for visualization of biological networks using force-directed layout constrained by cellular components' Heberle H;Carazzolle MF;Telles GP;Meirelles GV;Minghim R; (2017) 'CellNetVis: a web tool for visualization of biological networks using force-directed layout constrained by cellular components'. BMC Bioinformatics, 18 (Suppl 10) [DOI] [Details]
	(2015)	'InteractiVenn: a web-based tool for the analysis of sets through Venn diagrams' Heberle H;Meirelles GV;da Silva FR;Telles GP;Minghim R; (2015) 'InteractiVenn: a web-based tool for the analysis of sets through Venn diagrams'. BMC Bioinformatics, 16 [DOI] [Details]
	(2015)	'Perception-Based Evaluation of Projection Methods for Multidimensional Data Visualization' Etemadpour R;Motta R;de Souza Paiva JG;Minghim R;Ferreira de Oliveira MC;Linsen L; (2015) 'Perception-Based Evaluation of Projection Methods for Multidimensional Data Visualization'. IEEE transactions on visualization and computer graphics, 21 (1) [DOI] [Details]
	(2015)	'An Approach to Supporting Incremental Visual Data Classification' Paiva JG;Schwartz WR;Pedrini H;Minghim R; (2015) 'An Approach to Supporting Incremental Visual Data Classification'. IEEE transactions on visualization and computer graphics, 21 (1) [DOI] [Details]
	(2015)	'Integrative analysis to select cancer candidate biomarkers to targeted validation' Kawahara R;Meirelles GV;Heberle H;Domingues RR;Granato DC;Yokoo S;Canevarolo RR;Winck FV;Ribeiro AC;Brandão TB;Filgueiras PR;Cruz KS;Barbuto JA;Poppi RJ;Minghim R;Telles GP;Fonseca FP;Fox JW;Santos-Silva AR;Coletta RD;Sherman NE;Paes Leme AF; (2015) 'Integrative analysis to select cancer candidate biomarkers to targeted validation'. Oncotarget, 6 (41) [DOI] [Details]
	(2013)	'Live phylogeny' Telles GP;Almeida NF;Minghim R;Walter ME; (2013) 'Live phylogeny'. Journal Of Computational Biology : A Journal Of Computational Molecular Cell Biology, 20 (1) [DOI] [Details]
	(2008)	'Least square projection: A fast high-precision multidimensional projection technique and its application to document mapping' Paulovich, FV;Nonato, LG;Minghim, R;Levkowitz, H (2008) 'Least square projection: A fast high-precision multidimensional projection technique and its application to document mapping'. IEEE transactions on visualization and computer graphics, 14 :564-575 [DOI] [Details]

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Conference Publications

	Year	Publication
	(2023)	DocEng 2023 - Proceedings of the 2023 ACM Symposium on Document Engineering Cabral, Eric M.; Rezaeipourfarsangi, Sima; Oliveira, Maria Cristina F.; Milios, Evangelos E.; Minghim, Roseane (2023) Addressing the gap between current language models and key-term-based clustering DocEng 2023 - Proceedings of the 2023 ACM Symposium on Document Engineering Limerick, Ireland, , 22-AUG-23 - 25-AUG-23 , pp.1-10 [DOI] [Details]
	(2022)	Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP) Trust, Paul; Minghim, Rosane (2022) LDPP at the FinNLP-2022 ERAI Task: Determinantal point processes and variational auto-encoders for identifying high-quality opinions from a pool of social media posts Fourth Workshop on Financial Technology and Natural Language Processing (FinNLP) Vienna, Austria, , 23-JUL-22 - 25-JUL-22 , pp.136-140   [Full Text] [Details]
	(2022)	Proceedings of TextGraphs-16: Graph-based Methods for Natural Language Processing Kadusabe, Provia and Younis, Haseeb and Minghim, Rosane and Milios, Evangelos and Zahran, Ahmed and others (2022) SNLP at TextGraphs 2022 Shared Task: Unsupervised Natural Language Premise Selection in Mathematical Texts Using Sentence-MPNet Proceedings of TextGraphs-16: Graph-based Methods for Natural Language Processing , pp.119-123 [Details]
	(2022)	Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task Trust, Paul; Kadusabe, Provia; Zahran, Ahmed; Minghim, Rosane; Omala, Kizito (2022) UCCNLP@SMM4H’22:Label distribution aware long-tailed learning with post-hoc posterior calibration applied to text classification Seventh Workshop on Social Media Mining for Health Applications, Workshop & Shared Task Gyeongju, Republic of Korea, , 16-OCT-22 , pp.90-94   [Full Text] [Details]
	(2022)	TextGraphs-16: Graph-based Methods for Natural Language Processing Trust, Paul; Kadusabe, Provia; Younis, Haseeb; Minghim, Rosane; Milios, Evangelos; Zahran, Ahmed (2022) UNLPSat TextGraphs-16 Natural Language Premise Selection Task: Unsupervised Natural Language Premise Selection in Mathematical Text using Sentence-MPNet TextGraphs-16: Graph-based Methods for Natural Language Processing Gyeongju, Republic of Korea, , 16-OCT-22 , pp.119-123   [Full Text] [Details]
	(2019)	COMPUTERS & GRAPHICS-UK Artur, E;Minghim, R (2019) A novel visual approach for enhanced attribute analysis and selection COMPUTERS & GRAPHICS-UK , pp.160-172 [DOI] [Details]
	(2019)	Proceedings - 31st Conference on Graphics, Patterns and Images, SIBGRAPI 2018 Dias, F.;Minghim, R.; (2019) XHiPP: EXtended Hierarchical Point Placement Strategy Proceedings - 31st Conference on Graphics, Patterns and Images, SIBGRAPI 2018 [DOI] [Details]
	(2018)	International Conference on Intelligent User Interfaces, Proceedings IUI Sherkat, E.;Nourashrafeddin, S.;Milios, E.E.;Minghim, R.; (2018) Interactive document clustering revisited: A visual analytics approach International Conference on Intelligent User Interfaces, Proceedings IUI [DOI] [Details]
	(2016)	ACM International Conference Proceeding Series Dang, A.;Moh'd, A.;Milios, E.;Minghim, R.; (2016) What is in a rumour: Combined visual analysis of rumour flow and user activity ACM International Conference Proceeding Series [DOI] [Details]
	(2016)	VMV 2016 - Vision, Modeling and Visualization Da Silva, R.R.O.;Vernier, E.F.;Rauber, P.E.;Comba, J.L.D.;Minghim, R.;Telea, A.C.; (2016) Metric evolution maps: Multidimensional attribute-driven exploration of software repositories VMV 2016 - Vision, Modeling and Visualization [DOI] [Details]
	(2008)	IEEE Transactions on Visualization and Computer Graphics Paulovich F.;Nonato L.;Minghim R.;Levkowitz H. (2008) Least square projection: A fast high-precision multidimensional projection technique and its application to document mapping IEEE Transactions on Visualization and Computer Graphics , pp.564-575 [DOI] [Details]
	(2007)	Proceedings of SIBGRAPI 2007 - 20th Brazilian Symposium on Computer Graphics and Image Processing Paulovich, F.V.;Oliveira, M.C.F.;Minghim, R.; (2007) The projection explorer: A flexible tool for projection-based multidimensional visualization Proceedings of SIBGRAPI 2007 - 20th Brazilian Symposium on Computer Graphics and Image Processing [DOI] [Details]
	(2007)	VAST IEEE Symposium on Visual Analytics Science and Technology 2007, Proceedings Cuadros, A.M.;Paulovich, F.V.;Minghim, R.;Telles, G.P.; (2007) Point placement by phylogenetic trees and its application to visual analysis of document collections VAST IEEE Symposium on Visual Analytics Science and Technology 2007, Proceedings [DOI] [Details]
	(2005)	Proceedings - GRAPHITE 2005 - 3rd International Conference on Computer Graphics and Interactive Techniques in Australasia and Southeast Asia Minghim, R.;Levkowitz, H.;Nonato, L.G.;Watanabe, L.;Salvador, V.;Lopes, H.;Pesco, S.;Tavares, G.; (2005) Spider cursor: A simple versatile interaction tool for data visualization and exploration Proceedings - GRAPHITE 2005 - 3rd International Conference on Computer Graphics and Interactive Techniques in Australasia and Southeast Asia [DOI] [Details]

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Professional Activities

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Employment

	Employer	Position	From / To
	University College Cork		02-DEC-19 /
	University of Sao Paulo		01-JAN-86 / 18-NOV-19

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Education

	Year	Institution	Qualification	Subject
	1990	State University of Campinas	MSc	Electrical Engineering
	1995	University of East Anglia	PhD	Computer Studies

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Languages

	Language	Reading	Writing	Speaking
	Spanish	Functional	Basic	Basic
	Portuguese	Fluent	Fluent	Fluent