Yván Jesús Túpac Valdivia

Universidad Católica San Pablo — PE

Engineering · Physical Sciences

7h-index154citations35works1.52yr avg
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Research Topics

Reservoir Engineering and Simulation Methods(13), Oil and Gas Production Techniques(9), Metaheuristic Optimization Algorithms Research(5), Evolutionary Algorithms and Applications(5), Neural Networks and Applications(3)

Publications35 total

Machine Learning en la Optimización del Consumo de Energía en Edificios Inteligentes: Tendencias y Desafíos
Revista Científica de Informática ENCRIPTAR·2025· 1 citedOpen Access
Transformers meets neoantigen detection: a systematic literature review
Berichte aus der medizinischen Informatik und Bioinformatik/Journal of integrative bioinformatics·2024· 2 citedOpen Access
Deep Learning and Transformers in MHC-Peptide Binding and Presentation Towards Personalized Vaccines in Cancer Immunology: A Brief Review
Lecture notes in networks and systems·2023· 3 cited
Learning Fuzzy Rules from Imbalanced Datasets using Multi-objective Evolutionary Algorithms
2020
Formula 1 rankings prediction by Neural Networks
2018Open Access
Time-series prediction with BEMCA approach: Application to short rainfall series
2017· 4 cited
On predicting wind power series by using Bayesian Enhanced modified based-neural network
2017
Noisy Chaotic time series forecast approximated by combining Reny's entropy with Energy associated to series method: application to rainfall series
IEEE Latin America Transactions·2017· 7 cited
FP-AK-QIEAR-ℝ in protein folding application
2016· 3 cited
Multiprocessor task scheduling on heterogeneous environments by a Hybrid Chemical Reactions Optimization
2016· 1 cited
Dynamic and recursive oil-reservoir proxy using Elman neural networks
2016· 1 cited
Parameters analysis of QIEA-R in convergence quality
2016· 2 cited
Preface to the special issues devoted to CLEI 2015
CLEI electronic journal·2016Open Access
Imbalanced datasets in the generation of fuzzy classification systems - an investigation using a multiobjective evolutionary algorithm based on decomposition
2016· 10 cited
An approach to real-coded quantum inspired evolutionary algorithm using particles filter
2015· 7 cited
Learning fuzzy classification rules from imbalanced datasets using multi-objective evolutionary algorithm
2015· 8 cited
Análise do uso de livros-texto digitais abertos no contexto da Educação Superior na América Latina
RENOTE·2015· 3 citedOpen Access
OVMMSOM: A Variation of MMSOM and VMSOM as a Clusterization Technique
2013
Toward a more Generalized Quantum-Inspired Evolutionary Algorithm for Combinatorial Optimization Problems
2013
M-CBIR: A Medical Content-Based Image Retrieval System Using Metric Data-Structures
2011· 13 cited
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Frequent Co-authors

Marley Vellasco(13), Marco Aurélio C. Pacheco(10), Juan Guillermo Lazo Lazo(6), Luciana Faletti Almeida(4), Cristian Rodríguez Rivero(4), Edward Hinojosa-Cárdenas(3), Heloisa A. Camargo(3), Josimar Edinson Chire Saire(3), Julián Pucheta(3), Paula Otaño(3), Luciana Almeida(3), Alvaro Lopez Talavera(2), L. Faletti(2), Leonardo Franco(2), Vicente Machaca(2), Valeria Goyzueta(2), María Graciel Cruz(2), Hernan Faustino Chacca Chuctaya(1), C. Portugal(1), César Beltrán(1)