Isis Bonet

According to our database, Isis Bonet authored at least 27 papers between 2002 and 2024.

Collaborative distances:

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

2024

Deep Learning Model to Predict the Ripeness of Oil Palm Fruit.

Isis Bonet, Mario Gongora, Fernando Acevedo, Ivan Ochoa

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

Predictive Biomarkers in PD-1/PD-L1 Immunotherapy Response: A Machine Learning Approach Using Gene Sequencing Data.

Carolina Castaño, Isis Bonet, Joseph Pinto, Jhajaira Araujo

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023

Forecasting Climate Transition Regulatory and Market Risk Variables with Machine Learning.

Juan F. Pérez-Pérez, Isis Bonet Cruz, María Solange Sánchez-Pinzón, Fabio Caraffini, Christian Lochmuller

Proceedings of the IEEE International Symposium on Technology and Society, 2023

An AI-Based Support System for Microgrids Energy Management.

Alejandro Puerta, Santiago Horacio Hoyos, Isis Bonet, Fabio Caraffini

Proceedings of the Applications of Evolutionary Computation - 26th European Conference, 2023

A Multispectral Image Classification Framework for Estimating the Operational Risk of Lethal Wilt in Oil Palm Crops.

Alejandro Peña, Alejandro Puerta, Isis Bonet, Fabio Caraffini, Mario Gongora, Ivan Ochoa

Proceedings of the Applications of Evolutionary Computation - 26th European Conference, 2023

2021

Applying fuzzy scenarios for the measurement of operational risk.

Isis Bonet, Alejandro Peña, Christian Lochmuller, Héctor Alejandro Patiño, Francisco Chiclana, Mario Gongora

Appl. Soft Comput., 2021

2020

Oil Palm Detection via Deep Transfer Learning.

Isis Bonet, Fabio Caraffini, Alejandro Peña, Alejandro Puerta, Mario Gongora

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

A fuzzy ELECTRE structure methodology to assess big data maturity in healthcare SMEs.

Alejandro Peña, Isis Bonet, Christian Lochmuller, Marta S. Tabares, Carlos C. Piedrahita, Carmen C. Sánchez, Lillyana María Giraldo Marín, Mario Gongora, Francisco Chiclana

Soft Comput., 2019

Deep Clustering for Metagenomics.

Isis Bonet, Alejandro Peña, Christian Lochmuller, Alejandro Patino, Mario Gongora

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2019

2018

A fuzzy credibility model to estimate the Operational Value at Risk using internal and external data of risk events.

Alejandro Peña, Isis Bonet, Christian Lochmuller, Héctor Alejandro Patiño, Francisco Chiclana, Mario Gongora

Knowl. Based Syst., 2018

Recursive Clustering Using Different Features Sets for Metagenomic Data.

Isis Bonet, Widerman Montoya, Andrea Mesa Múnera, Juan Fernando Alzate

J. Comput., 2018

An integrated inverse adaptive neural fuzzy system with Monte-Carlo sampling method for operational risk management.

Alejandro Peña, Isis Bonet, Christian Lochmuller, Francisco Chiclana, Mario Gongora

Expert Syst. Appl., 2018

Flexible inverse adaptive fuzzy inference model to identify the evolution of operational value at risk for improving operational risk management.

Alejandro Peña, Isis Bonet, Christian Lochmuller, Francisco Chiclana, Mario Gongora

Appl. Soft Comput., 2018

2016

Consensus Clustering for Binning Metagenome Sequences.

Isis Bonet, Adriana Escobar, Andrea Mesa Múnera, Juan Fernando Alzate

Proceedings of the Advances in Soft Computing, 2016

2014

Design of High Accuracy Tracking Systems with H∞ Preview Control.

Antonio Moran Cardenas, Javier G. Rázuri, Isis Bonet, Rahim Rahmani, David Sundgren

Polibits, 2014

Iterative Clustering Method for Metagenomic Sequences.

Isis Bonet, Widerman Montoya, Andrea Mesa Múnera, Juan Fernando Alzate

Proceedings of the Mining Intelligence and Knowledge Exploration, 2014

2013

Classifier Ensemble Based on Feature Selection and Diversity Measures for Predicting the Affinity of A_2B Adenosine Receptor Antagonists.

Isis Bonet, Pedro Franco-Montero, Virginia Rivero, Marta Teijeira, Fernanda Borges, Eugenio Uriarte, Aliuska Morales Helguera

J. Chem. Inf. Model., 2013

Algoritmo de retropropagación a través de tiempo para el aprendizaje de redes neuronales recurrentes usando instancias de longitud variable.

Isel Grau, Gonzalo Nápoles, Isis Bonet, María M. García

Computación y Sistemas, 2013

Bidirectional Recurrent Neural Networks for Biological Sequences Prediction.

Isis Bonet, Abdel Rodríguez, Isel Grau

Proceedings of the Advances in Soft Computing and Its Applications, 2013

2011

Ensemble of Classifiers Based on Hard Instances.

Isis Bonet, Abdel Rodríguez, Ricardo Grau Ábalo, María M. García

Proceedings of the Pattern Recognition - Third Mexican Conference, 2011

2008

Combining Concept Maps and Petri Nets to Generate Intelligent Tutoring Systems: A Possible Approach.

Maikel León, Isis Bonet, María M. García, Zoila Zenaida García

Proceedings of the MICAI 2008: Advances in Artificial Intelligence, 2008

Comparing Distance Measures with Visual Methods.

Isis Bonet, Abdel Rodríguez, Ricardo Grau Ábalo, María M. García, Yvan Saeys, Ann Nowé

Proceedings of the MICAI 2008: Advances in Artificial Intelligence, 2008

2007

Predicting Human Immunodeficiency Virus (HIV) Drug Resistance Using Recurrent Neural Networks.

Isis Bonet, María M. García, Yvan Saeys, Yves Van de Peer, Ricardo Grau Ábalo

Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007

2006

Boolean Algebraic Structures of the Genetic Code: Possibilities of Applications.

Ricardo Grau Ábalo, María del Carmen Chávez, Robersy Sanchez, Eberto Morgado, Gladys Casas, Isis Bonet

Proceedings of the Knowledge Discovery and Emergent Complexity in Bioinformatics, 2006

Feature Extraction Using Clustering of Protein.

Isis Bonet, Yvan Saeys, Ricardo Grau Ábalo, María M. García, Robersy Sanchez, Yves Van de Peer

Proceedings of the Progress in Pattern Recognition, 2006

2005

A New Approach to Solve Data Defects in Material Flow Networks.

Leticia Arco García, Jorge Marx Gómez, Claus Rautenstrauch, Isis Bonet, Lourdes García Ávila

Proceedings of the ITEE 2005, 2005

2002

Learning Optimization in a MLP Neural Network Applied to OCR.

Isis Bonet Cruz, Adolfo Díaz Sardiñas, Rafael Bello Pérez, Yanetsy Sardiñas Oliva

Proceedings of the MICAI 2002: Advances in Artificial Intelligence, 2002