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Fernando V. Paulovich

Eindhoven University of Technology

34H-index
162Paper Count
3.8KCitation Count
Published Papers 40
Publication Date
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Explainable AI in healthcare: to explain, to predict, or to describe?
err2025-12-01
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errOAAI
errCarriero, Alex; de Hond, Anne; Cappers, Bram; Paulovich, Fernando; Abeln, Sanne; Moons, Karel G. M.; van Smeden, Maarten
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DimenFix: A novel meta-strategy to preserve user-defined data values on dimensionality reduction layouts
err2025-05-22
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PREAI
errZixuan Han; Diede van der Hoorn; Thomas Höllt; Qiaodan Luo; Leonardo Christino; Evangelos Milios; Fernando V. Paulovich
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Special Section on SIBGRAPI 2023
err2025-03-01
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PREAI
errKorting, Thales Sehn; Clua, Esteban Walter Gonzalez; Feris, Rogerio; Paulovich, Fernando Vieira
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Analysis of Macronutrients in Soil Using Impedimetric Multisensor Arrays
err2024-07-25
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errBraunger, Maria Luisa; Neto, Mario Popolin; Kirsanov, Dmitry; Fier, Igor; Amaral, Lucas R.; Correa, Flavio M.; Correa, Daniel S.; Paulovich, Fernando V.; Legin, Andrey; Oliveira, Osvaldo N., Jr.; Riul, Antonio, Jr.
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Multidimensional calibration spaces in Staphylococcus Aureus detection using chitosan-based genosensors and electronic tongue
err2024-06-01
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PREAI
errCoatrini-Soares, Andrey; Soares, Juliana Coatrini; Popolin-Neto, Mario; de Mello, Suelen Scarpa; Sanches, Edgar Ap.; Paulovich, Fernando V.; Oliveira Jr, Osvaldo N.; Mattoso, Luiz Henrique Capparelli
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ELViM: Exploring Biomolecular Energy Landscapes through Multidimensional Visualization
err2024-03-20
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errViegas, Rafael Giordano; Martins, Ingrid B. S.; Sanches, Murilo Nogueira; Oliveira, Antonio B.; Camargo, Juliana B. de; Paulovich, Fernando V.; Leite, Vitor B. P.
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Artificial Intelligence Agents for Materials Sciences
err2023-12-12
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PREAI
errOliveira Jr, O. N.; Christino, L.; Oliveira, M. C. F.; Paulovich, F. V.
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Characterizing the Folding Transition-State Ensembles in the Energy Landscape of an RNA Tetraloop
err2023-08-22
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errOAAI
errViegas, Rafael G.; Sanches, Murilo N.; Chen, Alan A. A.; Paulovich, Fernando V.; Garcia, Angel E.; Leite, Vitor B. P.
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Associations of active and passive smartphone use with measures of youth mental health during the COVID-19 pandemic
err2023-08-01
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errOAAI
errMarin-Dragu, Silvia; Forbes, Alyssa; Sheikh, Sana; Iyer, Ravishankar Subramani; dos Santos, Davi Pereira; Alda, Martin; Hajek, Tomas; Uher, Rudolf; Wozney, Lori; Paulovich, Fernando, V; Campbell, Leslie Anne; Yakovenko, Igor; Stewart, Sherry H.; Corkum, Penny; Bagnell, Alexa; Orji, Rita; Meier, Sandra
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Nanoarchitectonic E-Tongue of Electrospun Zein/Curcumin Carbon Dots for Detecting Staphylococcus aureusin Milk
err2023-04-04
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errOAAI
errSoares, Andrey Coatrini; Soares, Juliana Coatrini; dos Santos, Danilo Martins; Migliorini, Fernanda L.; Popolin-Neto, Mario; Pinto, Danielle dos Santos Cinelli; Carvalho, Wanessa Araujo; Brandao, Humberto Mello; Paulovich, Fernando Vieira; Correa, Daniel Souza; Oliveira Jr, Osvaldo N.; Mattoso, Luiz Henrique Capparelli
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Microfluidic E-tongue to diagnose bovine mastitis with milk samples using Machine learning with Decision Tree models
err2023-01-01
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errOAAI
errCoatrini-Soares, Andrey; Coatrini-Soares, Juliana; Neto, Mario Popolin; de Mello, Suelen Scarpa; Pinto, Danielle Dos Santos Cinelli; Carvalho, Wanessa Araujo; Gilmore, Michael S.; Piazzetta, Maria Helena Oliveira; Gobbi, Angelo Luiz; Branda, Humberto de Mello; Paulovich, Fernando Vieira; Oliveira Jr, Osvaldo N.; Mattoso, Luiz Henrique Capparelli
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Detection of Staphylococcus aureus in milk samples using impedance spectroscopy and data processing with information visualization techniques and multidimensional calibration space.
err2022-11-01
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errOAAI
errSoares, Juliana Coatrini; Soares, Andrey Coatrini; Popolin-Neto, Mario; Paulovich, Fernando Vieira; Oliveira Jr, Osvaldo N.; Caparelli Mattoso, Luiz Henrique
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Using machine learning and an electronic tongue for discriminating saliva samples from oral cavity cancer patients and healthy individuals
errTALANTA
IF6.1
err2022-06-01
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PREAI
errBraz, Daniel C.; Neto, Mario Popolin; Shimizu, Flavio M.; Sa, Acelino C.; Lima, Renato S.; Gobbi, Angelo L.; Melendez, Matias E.; Arantes, Lidia M. R. B.; Carvalho, Andre L.; Paulovich, Fernando, V; Oliveira Jr, Osvaldo N.
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Low-cost bacterial nanocellulose-based interdigitated biosensor to detect the p53 cancer biomarker
err2022-03-01
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PREAI
errBondancia, Thalita J.; Soares, Andrey Coatrini; Popolin-Neto, Mario; Gomes, Nathalia O.; Raymundo-Pereira, Paulo A.; Barud, Hernane S.; Machado, Sergio A. S.; Ribeiro, Sidney J. L.; Melendez, Matias E.; Carvalho, Andre L.; Reis, Rui M.; Paulovich, Fernando, V; Oliveira Jr, Osvaldo N.
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Scaling the Growing Neural Gas for Visual Cluster Analysis
err2021-11-01
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errOAAI
errVentocilla, Elio; Martins, Rafael M.; Paulovich, Fernando; Riveiro, Maria
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ExplorerTree: A Focus+Context Exploration Approach for 2D Embeddings
err2021-07-01
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errOAAI
errMarcilio-Jr, Wilson E.; Eler, Danilo M.; Paulovich, Fernando, V; Rodrigues-Jr, Jose F.; Artero, Almir O.
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