Marcelo Maraschin

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 17

Top Topics

Machine Learning

Nuclear Magnetic Resonance

Class Separability

Discriminant Analysis

Top Venues

J. Integr. Bioinform.

Comput. Methods Programs Biomed.

Publications

Monique Souza, Jucinei José Comin, Rodolfo Moresco, Marcelo Maraschin, Claudinei Kurtz, Paulo Emílio Lovato, Cledimar Rogério Lourenzi, Fernanda Kokowicz Pilatti, Arcângelo Loss, Shirley Kuhnen
Exploratory and discriminant analysis of plant phenolic profiles obtained by UV-vis scanning spectroscopy. J. Integr. Bioinform. 18 (3) (2021)
Bruno Pereira, Marcelo Maraschin, Miguel Rocha
Computational Tools for the Analysis of 2D-Nuclear Magnetic Resonance Data. PACBB (2021)
Cláudia M. Bauer, Paulo Vilaça, Fernanda Ramlov, Eva Regina de Oliveira, Débora Cabral Nazário, Caroline Schmitz, Rafaela Gordo Corrêa, Miguel Rocha, Marcelo Maraschin
In Silico Predictions for Fucoxanthin Production by the Diatom Phaeodactylum Tricornutum. PACBB (2018)
Débora Cabral Nazário, Sara Cardoso, Silvana Rocco, Maurício Sforça, Simone Fanan Hengeltraub, Cláudia M. Bauer, Miguel Rocha, Marcelo Maraschin
17α-Ethinylestradiol Analysis of Endo- and Exometabolome of Ulva lactuca (Chlorophyta) by 1H-NMR Spectroscopy and Bioinformatics Tools. PACBB (2018)
Eva Regina Oliveira, Ester Wickert, Fernanda Ramlov, Rodolfo Moresco, Larissa Simão, Bruno Bachiega Navarro, Cláudia M. Bauer, Débora Cabral Nazário, Miguel Rocha, Marcelo Maraschin
Influence of Solar Radiation on the Production of Secondary Metabolites in Three Rice (Oryza sativa) Cultivars. PACBB (2017)
Sara Cardoso, Marcelo Maraschin, Luiz Augusto Martins Peruch, Miguel Rocha, Aline Pereira
A Chemometrics Approach for Nuclear Magnetic Resonance Data to Characterize the Partial Metabolome Banana Peels from Southern Brazil. J. Integr. Bioinform. 14 (4) (2017)
Sara Cardoso, Marcelo Maraschin, Luiz Augusto Martins Peruch, Miguel Rocha, Aline Pereira
Characterization of the Chemical Composition of Banana Peels from Southern Brazil Across the Seasons Using Nuclear Magnetic Resonance and Chemometrics. PACBB (2017)
Telma Afonso, Rodolfo Moresco, Virgílio G. Uarrota, Bruno Bachiega Navarro, Eduardo da C. Nunes, Marcelo Maraschin, Miguel Rocha
UV-Vis and CIELAB Based Chemometric Characterization of Manihot esculenta Carotenoid Contents. J. Integr. Bioinform. 14 (4) (2017)
Rodolfo Moresco, Telma Afonso, Virgílio G. Uarrota, Bruno Bachiega Navarro, Eduardo da C. Nunes, Miguel Rocha, Marcelo Maraschin
Classification Tools for Carotenoid Content Estimation in Manihot esculenta via Metabolomics and Machine Learning. PACBB (2017)
Susane Lopes, Rodolfo Moresco, Luiz Augusto Martins Peruch, Miguel Rocha, Marcelo Maraschin
UV-Vis Spectrophotometry and Chemometrics as Tools for Recognition of the Biochemical Profiles of Organic Banana Peels (Musa sp.) According to the Seasonality in Southern Brazil. PACBB (2017)
Christopher Costa, Marcelo Maraschin, Miguel Rocha
An R package for the integrated analysis of metabolomics and spectral data. Comput. Methods Programs Biomed. 129 (2016)
Maíra Maciel Tomazzoli, Remi Dal Pai Neto, Rodolfo Moresco, Larissa Westphal, Amélia Regina Somensi-Zeggio, Leandro Specht, Christopher Costa, Miguel Rocha, Marcelo Maraschin
Discrimination of Brazilian propolis according to the seasoning using chemometrics and machine learning based on UV-Vis scanning data. J. Integr. Bioinform. 12 (4) (2015)
Fernanda Kokowicz Pilatti, Christopher Costa, Miguel Rocha, Marcelo Maraschin, Ana Maria Viana
UV-Visible Spectrophotometry-Based Metabolomic Analysis of Cedrela Fissilis Velozzo (Meliaceae) Calluses - A Screening Tool for Culture Medium Composition and Cell Metabolic Profiles. PACBB (2015)
Rodolfo Moresco, Virgílio Gavicho Uarrota, Aline Pereira, Maíra Maciel Tomazzoli, Eduardo da C. Nunes, Luiz Augusto Martins Peruch, Jussara Gazzola, Christopher Costa, Miguel Rocha, Marcelo Maraschin
UV-visible scanning spectrophotometry and chemometric analysis as tools for carotenoids analysis in cassava genotypes (Manihot esculenta Crantz). J. Integr. Bioinform. 12 (4) (2015)
Christopher Costa, Marcelo Maraschin, Miguel Rocha
An Integrated Computational Platform for Metabolomics Data Analysis. PACBB (2015)
Rodolfo Moresco, Virgílio G. Uarrota, Aline Pereira, Maíra M. Tomazzoli, Eduardo da C. Nunes, Luiz Augusto Martins Peruch, Christopher Costa, Miguel Rocha, Marcelo Maraschin
Carotenoid Analysis of Cassava Genotypes Roots (Manihot Esculenta Crantz) Cultivated in Southern Brazil Using Chemometric Tools. PACBB (2015)
Maíra M. Tomazzoli, Remi Dal Pai Neto, Rodolfo Moresco, Larissa Westphal, Amélia Regina Somensi-Zeggio, Leandro Specht, Christopher Costa, Miguel Rocha, Marcelo Maraschin
UV-Visible Scanning Spectrophotometry and Chemometric Analysis as Tools to Build Descriptive and Classification Models for Propolis from Southern Brazil. PACBB (2015)
Rodolfo Moresco, Virgílio G. Uarrota, Eduardo da C. Nunes, Bianca Coelho, Edna Regina Amante, Vanessa Maria Gervin, Carlos Eduardo M. Campos, Miguel P. Rocha, Marcelo Maraschin
Discrimination of Brazilian Cassava Genotypes (Manihot esculenta Crantz) According to Their Physicochemical Traits and Functional Properties through Bioinformatics Tools. PACBB (2014)
Marcelo Maraschin, Amélia Somensi-Zeggio, Simone K. Oliveira, Shirley Kuhnen, Maíra M. Tomazzoli, Ana C. M. Zeri, Rafael Carreira, Miguel Rocha
A Machine Learning and Chemometrics Assisted Interpretation of Spectroscopic Data - A NMR-Based Metabolomics Platform for the Assessment of Brazilian Propolis. PRIB (2012)