Karina S. Machado

According to our database, Karina S. Machado authored at least 33 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

RFL-Score: Random Forest with Lasso Scoring Function for Protein-Ligand Molecular Docking.

Oscar Emilio Arrúa Arce, Andrej Aderhold, Adriano Velasque Werhli, Karina dos Santos Machado

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2024

Artificial Neural Networks for the Rapid Prediction of Possible Ferroptosis Inducers Using the GPx4 Enzyme.

Jesus Antonio Alvarado-Huayhuaz, Miquéias Amorim Santos Silva, Elvis Mauricio Jimenez Peña, Joel Claudio Rengifo Maraví, Angella M. Cordova-Muñoz, Karina dos Santos Machado

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2024

2023

Feature Selection Investigation in Machine Learning Docking Scoring Functions.

Maurício Dorneles Caldeira Balboni, Oscar Emilio Arrúa Arce, Adriano Velasque Werhli, Karina dos Santos Machado

Proceedings of the Advances in Bioinformatics and Computational Biology, 2023

2022

A Non Exhaustive Search of Exhaustiveness.

Letícia Kristian Silva Cecotti, Maurício Dorneles Caldeira Balboni, Oscar Emilio Arrúa Arce, Karina dos Santos Machado, Adriano Velasque Werhli

Proceedings of the Advances in Bioinformatics and Computational Biology, 2022

Search for Zinc Complexes with High Affinity in Pyrazinamidase from Mycobacterium Tuberculosis Resistant to Pyrazinamide.

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

Proceedings of the Advances in Bioinformatics and Computational Biology, 2022

2021

Low overhead performance monitoring for shared infrastructures.

Pedro Freire Popiolek, Karina dos Santos Machado, Odorico Machado Mendizabal

Expert Syst. Appl., 2021

KORP-PL: a coarse-grained knowledge-based scoring function for protein-ligand interactions.

Maria Kadukova, Karina dos Santos Machado, Pablo Chacón, Sergei Grudinin

Bioinform., 2021

Ensemble of Protein Stability upon Point Mutation Predictors.

Eduardo Kenji Hasegawa de Freitas, Alex Dias Camargo, Maurício Dorneles Caldeira Balboni, Adriano Velasque Werhli, Karina dos Santos Machado

Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

2020

Use of Text Messaging (SMS) for the Management of Side Effects in Cancer Patients Undergoing Chemotherapy Treatment: a Randomized Controlled Trial.

Timóteo Matthies Rico, Karina dos Santos Machado, Vanessa Pellegrini Fernandes, Samanta Winck Madruga, Mateus Madail Santin, Cristiane Rios Petrarca, Samuel Carvalho Dumith

J. Medical Syst., 2020

2019

A comparison of classifiers for predicting the class color of fluorescent proteins.

Roger Sá da Silva, Luis Fernando Marins, Daniela Volcan Almeida, Karina dos Santos Machado, Adriano Velasque Werhli

Comput. Biol. Chem., 2019

2018

Reducing Monitoring Overhead in Virtualized Environments Through Feature Selection.

Pedro Freire Popiolek, Karina S. Machado, Odorico M. Mendizabal

Proceedings of the XXXVI Brazilian Symposium on Computer Networks and Distributed Systems, 2018

2017

Text Messaging (SMS) Helping Cancer Care in Patients Undergoing Chemotherapy Treatment: a Pilot Study.

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

J. Medical Syst., 2017

Inference of regulatory networks with MCMC sampler guided by mutual information.

Nilzair M. Barreto, Karina S. Machado, Adriano Velasque Werhli

Proceedings of the Symposium on Applied Computing, 2017

A Study on the Relationship between Internal and External Validity Indices Applied to Partitioning and Density-based Clustering Algorithms.

Caroline Tomasini, Eduardo Nunes Borges, Karina S. Machado, Leonardo R. Emmendorfer

Proceedings of the ICEIS 2017, 2017

2016

An MCDM Approach to the Selection of Novel Technologies for Innovative In-Vehicle Information Systems.

Isabel C. Lisboa, Joana Vieira, Sandra M. Aluísio, Karina S. Machado, Nuno Ribeiro, Estêvão Silva, Rita A. Ribeiro, Alfredo F. Pereira

Int. J. Decis. Support Syst. Technol., 2016

Deduplicação de Contatos em Dispositivos Móveis Utilizando Similaridade Textual e Aprendizado de Máquina [Contacts Deduplication in Mobile Devices Using Textual Similarity and Machine Learning].

Rafael F. Machado, Rafael F. Pinheiro, Karina S. Machado, Eduardo N. Borges

Proceedings of the XII Brazilian Symposium on Information Systems on Brazilian Symposium on Information Systems: Information Systems in the Cloud Computing Era, 2016

A methodology for selecting the most suitable cluster validation internal indices.

Caroline Tomasini, Leonardo R. Emmendorfer, Eduardo Nunes Borges, Karina S. Machado

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

A framework for virtual screening.

Vinicius Rosa Seus, Lande Silva Jr., Jorge Gomes, Pedro E. A. da Silva, Adriano Velasque Werhli, Karina S. Machado

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

2015

Inference of regulatory networks with a convergence improved MCMC sampler.

Nilzair M. Barreto, Karina S. Machado, Adriano Velasque Werhli

BMC Bioinform., 2015

2014

SIGNUM: tradutor Português-Libras baseado em mineração de texto como extensão para navegador web.

Giovana Jaskulski Gelatti, Vinícius Alves Cassales, André Prisco Vargas, Carla Imaraya de Felippe, Karina dos Santos Machado

Proceedings of the Companion Proceedings of the 13th Brazilian Symposium on Human Factors in Computing Systems, 2014

Estimation of Parameters of Mycobacterium tuberculosis Growth: A Multi-Agent-Based Simulation Approach.

Pablo Werlang, Michel Q. Fagundes, Diana Francisca Adamatti, Karina Santos Machado, Andrea von Groll, Pedro E. A. da Silva, Adriano Velasque Werhli

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2014, 2014

2013

Parallel Algorithm for the HP Protein Folding Problem.

Matheus Machado dos Santos, Mauricio G. Goulart, Giovana J. Gelatti, Karina S. Machado, Adriano Velasque Werhli, Odorico Machado Mendizabal

Proceedings of the 2nd Workshop-School on Theoretical Computer Science, 2013

A data warehouse as an infrastructure to mine molecular descriptors for virtual screening.

Giovanni Xavier Perazzo, Ana T. Winck, Karina S. Machado

Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

Multi-Agent-Based Simulation of Mycobacterium Tuberculosis Growth.

Pablo Werlang, Michel Q. Fagundes, Diana Francisca Adamatti, Karina S. Machado, Andrea von Groll, Pedro E. A. da Silva, Adriano Velasque Werhli

Proceedings of the Multi-Agent-Based Simulation XIV - International Workshop, 2013

2012

Automatic design of decision-tree induction algorithms tailored to flexible-receptor docking data.

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

BMC Bioinform., 2012

A Comparative Analysis of Public Ligand Databases Based on Molecular Descriptors.

Ana T. Winck, Christian Vahl Quevedo, Karina S. Machado, Osmar Norberto de Souza, Duncan D. Ruiz

Proceedings of the Advances in Bioinformatics and Computational Biology, 2012

2011

Seleção eficiente de conformações de receptor flexível em simulações de docagem molecular.

Karina dos Santos Machado

PhD thesis, 2011

Mining flexible-receptor molecular docking data.

Karina S. Machado, Ana T. Winck, Duncan D. Ruiz, Osmar Norberto de Souza

WIREs Data Mining Knowl. Discov., 2011

2010

Discretization of Flexible-Receptor Docking Data.

Karina S. Machado, Ana T. Winck, Duncan D. Ruiz, Osmar Norberto de Souza

Proceedings of the Advances in Bioinformatics and Computational Biology, 2010

Association Rules to Identify Receptor and Ligand Structures through Named Entities Recognition.

Ana T. Winck, Karina S. Machado, Duncan D. Ruiz, Vera Lúcia Strube de Lima

Proceedings of the Trends in Applied Intelligent Systems, 2010

2009

FReDD: Supporting Mining Strategies through a Flexible-Receptor Docking Database.

Ana T. Winck, Karina S. Machado, Osmar Norberto de Souza, Duncan D. Ruiz

Proceedings of the Advances in Bioinformatics and Computational Biology, 2009

2008

Extracting Information from Flexible Receptor-Flexible Ligand Docking Experiments.

Karina S. Machado, Evelyn K. Schroeder, Duncan D. Ruiz, Ana Wink, Osmar Norberto de Souza

Proceedings of the Advances in Bioinformatics and Computational Biology, 2008

2007

Automating Molecular Docking with Explicit Receptor Flexibility Using Scientific Workflows.

Karina S. Machado, Evelyn K. Schroeder, Duncan D. Ruiz, Osmar Norberto de Souza

Proceedings of the Advances in Bioinformatics and Computational Biology, 2007