| 2021 | Trunk, Robin and Bretl, Colin and Thäter, Gudrun and Nirschl, Hermann and Dorn, Márcio and Krause, Mathias J.: A Study on Shape-Dependent Settling of Single Particles with Equal Volume Using Surface Resolved Simulations. In: Computation, 9, 2021, |
|---|
| 2021 | Feltes, Bruno César and Poloni, Joice De Faria and Dorn, Márcio: Benchmarking and Testing Machine Learning Approaches with BARRA:CuRDa, a Curated RNA-Seq Database for Cancer Research. In: Journal of Computational Biology, 28, 2021, 931-944 |
|---|
| 2021 | Dorn, Marcio and Grisci, Bruno Iochins and Narloch, Pedro Henrique and Feltes, Bruno César and Avila, Eduardo and Kahmann, Alessandro and Alho, Clarice Sampaio: Comparison of machine learning techniques to handle imbalanced COVID-19 CBC datasets. In: PeerJ Computer Science, 7, 2021, e670 |
|---|
| 2021 | Matheus V.C. Grahl and Allan M. Alcará and Ana Paula A. Perin and Carlo F. Moro and Éderson S.M. Pinto and Bruno C. Feltes and Isadora M. Ghilardi and Felipe V.F. Rodrigues and Marcio Dorn and Jaderson C. {da Costa} and Osmar {Norberto de Souza} and Rodrigo Ligabue-Braun: Evaluation of drug repositioning by molecular docking of pharmaceutical resources available in the Brazilian healthcare system against SARS-CoV-2. In: Informatics in Medicine Unlocked, 23, 2021, 100539 |
|---|
| 2021 | Pinto, Éderson Sales Moreira and Feltes, Bruno César and Pedebos, Conrado and Dorn, Márcio: Modifying the catalytic preference of alpha-amylase toward n-alkanes for bioremediation purposes using in silico strategies. In: Journal of Computational Chemistry, 42, 2021, 1540-1551 |
|---|
| 2021 | Bruno Iochins Grisci and Mathias J. Krause and Marcio Dorn: Relevance aggregation for neural networks interpretability and knowledge discovery on tabular data. In: Information Sciences, 559, 2021, 111-129 |
|---|
| 2021 | Dorn, Marcio and Ligabue-Braun, Rodrigo and Verli, Hugo: Transdisciplinary Approach for Bioinformatics Education in Southern Brazil. In: Frontiers in Education, 6, 2021, 399 |
|---|
| 2020 | Leonardo {de Lima Corrêa} and Márcio Dorn: A multi-population memetic algorithm for the 3-D protein structure prediction problem. In: Swarm and Evolutionary Computation, 55, 2020, 100677 |
|---|
| 2020 | Mario Inostroza-Ponta and Márcio Dorn and Iván Escobar and Leonardo {de Lima Correa} and Erika Rosas and Nicolás Hidalgo and Mauricio Marin: Exploring the high selectivity of 3-D protein structures using distributed memetic algorithms. In: Journal of Computational Science, 41, 2020, 101087 |
|---|
| 2020 | Avila, Eduardo and Kahmann, Alessandro and Alho, Clarice and Dorn, Marcio: Hemogram data as a tool for decision-making in COVID-19 management: applications to resource scarcity scenarios. In: PeerJ, 8, 2020, e9482 |
|---|
| 2020 | Feltes, Bruno César and Poloni, Joice de Faria and Nunes, Itamar José Guimarães and Faria, Sara Socorro and Dorn, Marcio: Multi-Approach Bioinformatics Analysis of Curated Omics Data Provides a Gene Expression Panorama for Multiple Cancer Types. In: Frontiers in Genetics, 11, 2020, 1354 |
|---|
| 2020 | Fabian Klemens and Benjamin Förster and Márcio Dorn and Gudrun Thäter and Mathias J. Krause: Solving fluid flow domain identification problems with adjoint lattice Boltzmann methods. In: Computers & Mathematics with Applications, 79, 2020, 17-33 |
|---|
| 2020 | Éderson Sales Moreira Pinto and Márcio Dorn and Bruno César Feltes: The tale of a versatile enzyme: Alpha-amylase evolution, structure, and potential biotechnological applications for the bioremediation of n-alkanes. In: Chemosphere, 250, 2020, 126202 |
|---|
| 2020 | Polêto, Marcelo D and Grisci, Bruno I and Dorn, Marcio and Verli, Hugo: {ConfID: an analytical method for conformational characterization of small molecules using molecular dynamics trajectories}. In: Bioinformatics, 36, 2020, 3576-3577 |
|---|
| 2019 | Feltes, Bruno César and Chandelier, Eduardo Bassani and Grisci, Bruno Iochins and Dorn, Márcio: CuMiDa: An Extensively Curated Microarray Database for Benchmarking and Testing of Machine Learning Approaches in Cancer Research. In: Journal of Computational Biology, 26, 2019, 376-386 |
|---|
| 2018 | Bruno Iochins Grisci, Bruno César Feltes, Marcio Dorn: Neuroevolution as a Tool for Microarray Gene Expression Pattern Identification in Cancer Research. In: Journal of Biomedical Informatics, 2018, 1-18 |
|---|
| 2018 | Bruno César Feltes, Bruno Iochins Grisci, Joice de Faria Poloni and Márcio Dorn: Perspectives and Applications of Machine Learning for Evolutionary Developmental Biology. In: Molecular Omics, 2018, 289-306 |
|---|
| 2018 | Leonardo de Lima Corrêa, Bruno Borguesan, Mathias J.Krause, Márcio Dorn: Three-dimensional protein structure prediction based on memetic algorithms. In: Computers & Operations Research, 2018, 160-177 |
|---|
