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Márcio Dorn

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Bruno Grisci

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Publications

2024
[j33]
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  - journals/widm/GrisciFPND24
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Bruno Iochins Grisci, Bruno César Feltes, Joice De Faria Poloni, Pedro Henrique Narloch, Márcio Dorn:
The use of gene expression datasets in feature selection research: 20 years of inherent bias? WIREs Data. Mining. Knowl. Discov. 14(2) (2024)
2021
[j27]
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  - journals/isci/GrisciKD21
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Bruno Iochins Grisci, Mathias J. Krause, Márcio Dorn:
Relevance aggregation for neural networks interpretability and knowledge discovery on tabular data. Inf. Sci. 559: 111-129 (2021)
[j24]
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  - journals/peerj-cs/DornGNFAKA21
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Márcio Dorn, Bruno Iochins Grisci, Pedro Henrique Narloch, Bruno César Feltes, Eduardo Avila, Alessandro Kahmann, Clarice Sampaio Alho:
Comparison of machine learning techniques to handle imbalanced COVID-19 CBC datasets. PeerJ Comput. Sci. 7: e670 (2021)
2020
[j23]
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  - journals/bioinformatics/PoletoGDV20
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Marcelo Depólo Polêto, Bruno Iochins Grisci, Márcio Dorn, Hugo Verli:
ConfID: an analytical method for conformational characterization of small molecules using molecular dynamics trajectories. Bioinform. 36(11): 3576-3577 (2020)
[i2]
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  - journals/corr/abs-2002-04634
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Jonas da Silveira Bohrer, Bruno Iochins Grisci, Márcio Dorn:
Neuroevolution of Neural Network Architectures Using CoDeepNEAT and Keras. CoRR abs/2002.04634 (2020)
2019
[j19]
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  - journals/jbi/GrisciFD19
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Bruno Iochins Grisci, Bruno César Feltes, Márcio Dorn:
Neuroevolution as a tool for microarray gene expression pattern identification in cancer research. J. Biomed. Informatics 89: 122-133 (2019)
[j18]
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  - journals/jcb/FeltesCGD19
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Bruno César Feltes, Laure Chandelier, Bruno Iochins Grisci, Márcio Dorn:
CuMiDa: An Extensively Curated Microarray Database for Benchmarking and Testing of Machine Learning Approaches in Cancer Research. J. Comput. Biol. 26(4): 376-386 (2019)
2018
[c19]
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  - conf/cec/GrisciFD18
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Bruno Iochins Grisci, Bruno César Feltes, Márcio Dorn:
Microarray Classification and Gene Selection with FS-NEAT. CEC 2018: 1-8
2017
[j11]
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  - journals/jbcb/GrisciD17
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Bruno Grisci, Márcio Dorn:
NEAT-FLEX: Predicting the conformational flexibility of amino acids using neuroevolution of augmenting topologies. J. Bioinform. Comput. Biol. 15(3): 1750009:1-1750009:22 (2017)
2016
[c10]
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  - conf/ijcnn/GrisciD16
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Bruno Grisci, Márcio Dorn:
Predicting protein structural features with NeuroEvolution of Augmenting Topologies. IJCNN 2016: 873-880
2015
[j9]
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  - journals/candc/BorguesanSGID15
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Bruno Borguesan, Mariel Barbachan e Silva, Bruno Grisci, Mario Inostroza-Ponta, Márcio Dorn:
APL: An angle probability list to improve knowledge-based metaheuristics for the three-dimensional protein structure prediction. Comput. Biol. Chem. 59: 142-157 (2015)

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