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ORCIDKarina S. Machado
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- affiliation: Federal University of Rio Grande, RS, Brazil
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2020 – today
- 2024
[c23]Jesus Antonio Alvarado-Huayhuaz, Miquéias Amorim Santos Silva, Elvis Mauricio Jimenez Peña, Joel Claudio Rengifo Maraví, Angella M. Cordova-Muñoz, Karina dos Santos Machado:
Artificial Neural Networks for the Rapid Prediction of Possible Ferroptosis Inducers Using the GPx4 Enzyme. CIBCB 2024: 1-6- [c22]Oscar Emilio Arrúa Arce, Andrej Aderhold, Adriano Velasque Werhli, Karina dos Santos Machado:
RFL-Score: Random Forest with Lasso Scoring Function for Protein-Ligand Molecular Docking. CIBCB 2024: 1-8 - 2023
- [c21]Maurício Dorneles Caldeira Balboni
, Oscar Emilio Arrúa Arce, Adriano Velasque Werhli, Karina dos Santos Machado:
Feature Selection Investigation in Machine Learning Docking Scoring Functions. BSB 2023: 58-69 - 2022
- [c20]Letícia Kristian Silva Cecotti, Maurício Dorneles Caldeira Balboni, Oscar Emilio Arrúa Arce, Karina dos Santos Machado, Adriano Velasque Werhli:
A Non Exhaustive Search of Exhaustiveness. BSB 2022: 97-108 - [c19]Jesus Alvarado-Huayhuaz, Daniel Alonso Talaverano-Rojas, Reneé Isabel Huamán Quispe, Maurício Dorneles Caldeira Balboni, Oscar Emilio Arrúa Arce, Adriano Velasque Werhli, Karina dos Santos Machado, Ana Cecilia Valderrama-Negrón:
Search for Zinc Complexes with High Affinity in Pyrazinamidase from Mycobacterium Tuberculosis Resistant to Pyrazinamide. BSB 2022: 109-120 - 2021
- [j9]Maria Kadukova, Karina dos Santos Machado, Pablo Chacón, Sergei Grudinin:
KORP-PL: a coarse-grained knowledge-based scoring function for protein-ligand interactions. Bioinform. 37(7): 943-950 (2021) - [j8]Pedro Freire Popiolek, Karina dos Santos Machado, Odorico Machado Mendizabal:
Low overhead performance monitoring for shared infrastructures. Expert Syst. Appl. 171: 114558 (2021) - [c18]Eduardo Kenji Hasegawa de Freitas, Alex Dias Camargo, Maurício Dorneles Caldeira Balboni, Adriano Velasque Werhli, Karina dos Santos Machado:
Ensemble of Protein Stability upon Point Mutation Predictors. BRACIS (2) 2021: 73-88 - 2020
- [j7]Timóteo Matthies Rico, Karina dos Santos Machado, Vanessa Pellegrini Fernandes, Samanta Winck Madruga, Mateus Madail Santin, Cristiane Rios Petrarca, Samuel Carvalho Dumith:
Use of Text Messaging (SMS) for the Management of Side Effects in Cancer Patients Undergoing Chemotherapy Treatment: a Randomized Controlled Trial. J. Medical Syst. 44(11): 193 (2020)
2010 – 2019
- 2019
- [j6]Roger Sá da Silva, Luis Fernando Marins, Daniela Volcan Almeida, Karina dos Santos Machado, Adriano Velasque Werhli:
A comparison of classifiers for predicting the class color of fluorescent proteins. Comput. Biol. Chem. 83 (2019) - 2018
- [c17]Pedro Freire Popiolek, Karina S. Machado, Odorico M. Mendizabal:
Reducing Monitoring Overhead in Virtualized Environments Through Feature Selection. SBRC 2018: 15-28 - 2017
- [j5]Timóteo Matthies Rico, Karina dos Santos Machado, Vanessa Pellegrini Fernandes, Samanta Winck Madruga, Patrícia Tuerlinckx Noguez, Camila Rose Guadalupe Barcelos, Mateus Madail Santin, Cristiane Rios Petrarca, Samuel Carvalho Dumith:
Text Messaging (SMS) Helping Cancer Care in Patients Undergoing Chemotherapy Treatment: a Pilot Study. J. Medical Syst. 41(11): 181:1-181:8 (2017) - [c16]Caroline Tomasini, Eduardo Nunes Borges, Karina S. Machado, Leonardo R. Emmendorfer:
A Study on the Relationship between Internal and External Validity Indices Applied to Partitioning and Density-based Clustering Algorithms. ICEIS (1) 2017: 89-98 - [c15]Nilzair M. Barreto, Karina S. Machado, Adriano Velasque Werhli:
Inference of regulatory networks with MCMC sampler guided by mutual information. SAC 2017: 18-23 - 2016
- [j4]Isabel C. Lisboa, Joana Vieira, Sandra M. Aluísio, Karina S. Machado, Nuno Ribeiro, Estêvão Silva, Rita A. Ribeiro, Alfredo F. Pereira:
An MCDM Approach to the Selection of Novel Technologies for Innovative In-Vehicle Information Systems. Int. J. Decis. Support Syst. Technol. 8(1): 43-55 (2016) - [c14]Vinicius Rosa Seus, Lande Silva Jr., Jorge Gomes, Pedro E. A. da Silva, Adriano Velasque Werhli, Karina S. Machado:
A framework for virtual screening. SAC 2016: 31-36 - [c13]Caroline Tomasini, Leonardo R. Emmendorfer, Eduardo Nunes Borges, Karina S. Machado:
A methodology for selecting the most suitable cluster validation internal indices. SAC 2016: 901-903 - [c12]Rafael F. Machado, Rafael F. Pinheiro, Karina S. Machado, Eduardo N. Borges:
Deduplicação de Contatos em Dispositivos Móveis Utilizando Similaridade Textual e Aprendizado de Máquina [Contacts Deduplication in Mobile Devices Using Textual Similarity and Machine Learning]. SBSI 2016: 160-167 - 2015
- [j3]Nilzair M. Barreto, Karina S. Machado, Adriano Velasque Werhli:
Inference of regulatory networks with a convergence improved MCMC sampler. BMC Bioinform. 16: 306:1-306:10 (2015) - 2014
- [c11]Pablo Werlang, Michel Q. Fagundes, Diana Francisca Adamatti, Karina Santos Machado, Andrea von Groll, Pedro E. A. da Silva, Adriano Velasque Werhli:
Estimation of Parameters of Mycobacterium tuberculosis Growth: A Multi-Agent-Based Simulation Approach. IBERAMIA 2014: 599-610 - [c10]Giovana Jaskulski Gelatti, Vinícius Alves Cassales, André Prisco Vargas, Carla Imaraya de Felippe, Karina dos Santos Machado:
SIGNUM: tradutor Português-Libras baseado em mineração de texto como extensão para navegador web. IHC (Companion) 2014: 69-70 - 2013
- [c9]Pablo Werlang, Michel Q. Fagundes, Diana Francisca Adamatti, Karina S. Machado, Andrea von Groll, Pedro E. A. da Silva, Adriano Velasque Werhli:
Multi-Agent-Based Simulation of Mycobacterium Tuberculosis Growth. MABS 2013: 131-142 - [c8]Giovanni Xavier Perazzo, Ana T. Winck, Karina S. Machado:
A data warehouse as an infrastructure to mine molecular descriptors for virtual screening. SAC 2013: 1335-1336 - [c7]Matheus Machado dos Santos, Mauricio G. Goulart, Giovana J. Gelatti, Karina S. Machado, Adriano Velasque Werhli, Odorico Machado Mendizabal:
Parallel Algorithm for the HP Protein Folding Problem. WEIT 2013: 72-77 - 2012
- [j2]Rodrigo C. Barros, Ana T. Winck, Karina S. Machado, Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Duncan D. Ruiz, Osmar Norberto de Souza:
Automatic design of decision-tree induction algorithms tailored to flexible-receptor docking data. BMC Bioinform. 13: 310 (2012) - [c6]Ana T. Winck, Christian Vahl Quevedo, Karina S. Machado, Osmar Norberto de Souza, Duncan D. Ruiz:
A Comparative Analysis of Public Ligand Databases Based on Molecular Descriptors. BSB 2012: 156-167 - 2011
- [b1]Karina dos Santos Machado:
Seleção eficiente de conformações de receptor flexível em simulações de docagem molecular. Pontifícia Universidade Católica do Rio Grande do Sul, Brazil, 2011 - [j1]Karina S. Machado, Ana T. Winck, Duncan D. Ruiz, Osmar Norberto de Souza:
Mining flexible-receptor molecular docking data. WIREs Data Mining Knowl. Discov. 1(6): 532-541 (2011) - 2010
- [c5]Ana T. Winck, Karina S. Machado, Duncan D. Ruiz, Vera Lúcia Strube de Lima:
Association Rules to Identify Receptor and Ligand Structures through Named Entities Recognition. IEA/AIE (3) 2010: 119-128 - [c4]Karina S. Machado, Ana T. Winck, Duncan D. Ruiz, Osmar Norberto de Souza:
Discretization of Flexible-Receptor Docking Data. BSB 2010: 75-79
2000 – 2009
- 2009
- [c3]Ana T. Winck, Karina S. Machado, Osmar Norberto de Souza, Duncan D. Ruiz:
FReDD: Supporting Mining Strategies through a Flexible-Receptor Docking Database. BSB 2009: 143-146 - 2008
- [c2]Karina S. Machado, Evelyn K. Schroeder, Duncan D. Ruiz, Ana Wink, Osmar Norberto de Souza:
Extracting Information from Flexible Receptor-Flexible Ligand Docking Experiments. BSB 2008: 104-114 - 2007
- [c1]Karina S. Machado, Evelyn K. Schroeder, Duncan D. Ruiz, Osmar Norberto de Souza:
Automating Molecular Docking with Explicit Receptor Flexibility Using Scientific Workflows. BSB 2007: 1-11
Coauthor Index
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